2024-10-11 20:37:48,259 - ==> Logging on master GPU: 0 2024-10-11 20:37:48,259 - ==> Running Trainer: CLSTrainer 2024-10-11 20:37:48,259 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training 2024-10-11 20:37:48,260 - ==> Building model 2024-10-11 20:37:48,489 - ==> Creating optimizer 2024-10-11 20:37:59,156 - ==> Native DDP 2024-10-11 20:37:59,187 - ==> Loading dataset: ImageFolderLMDB 2024-10-11 20:37:59,235 - ==> ********** cfg ********** seed : 42 size : 192 epoch_full : 1000 warmup_epochs : 20 test_start_epoch : 200 batch_size : 1024 lr : 0.0015 weight_decay : 0.05 nb_classes : 1000 ft : False data.type : ImageFolderLMDB data.root : /dev/shm/tmp/imagenet data.loader_type : pil data.sampler : naive data.nb_classes : 1000 data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 192, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] data.test_transforms : [{'type': 'Resize', 'size': 219, 'interpolation': }, {'type': 'CenterCrop', 'size': 192}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] data.train_size : 1251 data.test_size : 50 data.train_length : 1281167 data.test_length : 50000 model.name : MobileMamba_T4s model.model_kwargs : {'pretrained': False, 'checkpoint_path': '', 'ema': False, 'strict': True, 'num_classes': 1000} optim.lr : 0.003 optim.optim_kwargs : {'name': 'adamw', 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.05, 'amsgrad': False} trainer.name : CLSTrainer trainer.checkpoint : runs/mobilemamba trainer.resume_dir : trainer.cuda_deterministic : False trainer.epoch_full : 1000 trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} trainer.data.batch_size : 1024 trainer.data.batch_size_per_gpu : 128 trainer.data.batch_size_test : 1000 trainer.data.batch_size_per_gpu_test : 125 trainer.data.num_workers_per_gpu : 8 trainer.data.drop_last : True trainer.data.pin_memory : True trainer.data.persistent_workers : False trainer.data.num_workers : 64 trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} trainer.scale_kwargs : {'n_scale': 0, 'base_h': 192, 'base_w': 192, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32} trainer.test_start_epoch : 200 trainer.test_per_epoch : 5 trainer.save_per_epoch : 15 trainer.find_unused_parameters : False trainer.sync_BN : none trainer.dist_BN : trainer.scaler : native trainer.ema : 0.9998 trainer.iter : 0 trainer.epoch : 0 trainer.topk_recorder : {'net_top1': [], 'net_top5': [], 'net_E_top1': [], 'net_E_top5': []} trainer.iter_full : 1251000 tea_model.name : tresnet_l_v2 tea_model.model_kwargs : {'pretrained': False, 'checkpoint_path': 'pretrained/tresnet_l_v2_83_9.pth', 'ema': False, 'strict': True, 'num_classes': 1000} loss.loss_terms : [{'type': 'SoftTargetCE', 'name': 'CE', 'lam': 1.0, 'fp32': True}, {'type': 'CLSKDLoss', 'name': 'KD', 'cfg': Namespace(name='tresnet_l_v2', model_kwargs={'pretrained': False, 'checkpoint_path': 'pretrained/tresnet_l_v2_83_9.pth', 'ema': False, 'strict': True, 'num_classes': 1000}), 'lam': 5.0, 'kd_type': 'soft', 'tau': 1.0, 'size': 224, 'mean_t': (0, 0, 0), 'std_t': (1, 1, 1), 'mean_s': (0.485, 0.456, 0.406), 'std_s': (0.229, 0.224, 0.225)}] loss.clip_grad : 5.0 loss.create_graph : False loss.retain_graph : False logging.log_terms_train : [{'name': 'batch_t', 'fmt': ':>5.3f', 'add_name': 'avg'}, {'name': 'data_t', 'fmt': ':>5.3f'}, {'name': 'optim_t', 'fmt': ':>5.3f'}, {'name': 'lr', 'fmt': ':>7.6f'}, {'name': 'CE', 'fmt': ':>5.3f', 'add_name': 'avg'}, {'name': 'KD', 'fmt': ':>5.3f', 'add_name': 'avg'}] logging.log_terms_test : [{'name': 'batch_t', 'fmt': ':>5.3f', 'add_name': 'avg'}, {'name': 'top1_cnt', 'fmt': ':>6.0f', 'show_name': 'sum'}, {'name': 'top5_cnt', 'fmt': ':>6.0f', 'show_name': 'sum'}, {'name': 'top_all', 'fmt': ':>6.0f', 'show_name': 'sum'}] logging.train_reset_log_per : 50 logging.train_log_per : 50 logging.test_log_per : 50 cfg_path : configs.mobilemamba.mobilemamba_t4s mode : train sleep : -1 memory : -1 dist_url : env:// logger_rank : 0 opts : ['model.name=MobileMamba_T4s'] 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_t4s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_T4s task_start_time : 57699.62359201 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_T4s_ImageFolderLMDB_20241011-203748 logger.filters : [] logger.name : root logger.level : 20 logger.parent : None logger.propagate : True logger.disabled : False logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/show_train logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/show_test 2024-10-11 20:37:59,236 - ==> Starting training with 1 nodes x 8 GPUs 2024-10-11 20:38:12,761 - Train: 0.00% [50/1251000] [0.0/1000.0] [batch_t 0.112 (0.267)] [data_t 0.003] [optim_t 0.109] [lr 0.000009] [CE 6.987 (6.994)] [KD 23.098 (23.647)] 2024-10-11 20:38:18,365 - Train: 0.01% [100/1251000] [0.1/1000.0] [batch_t 0.110 (0.112)] [data_t 0.003] [optim_t 0.108] [lr 0.000015] [CE 6.978 (6.984)] [KD 23.178 (23.430)] 2024-10-11 20:38:24,011 - Train: 0.01% [150/1251000] [0.1/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.000021] [CE 6.981 (6.971)] [KD 23.881 (23.441)] 2024-10-11 20:38:29,637 - Train: 0.02% [200/1251000] [0.2/1000.0] [batch_t 0.115 (0.112)] [data_t 0.003] [optim_t 0.112] [lr 0.000027] [CE 6.953 (6.954)] [KD 22.854 (23.160)] 2024-10-11 20:38:35,308 - Train: 0.02% [250/1251000] [0.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.000033] [CE 6.930 (6.934)] [KD 22.674 (23.149)] 2024-10-11 20:38:41,473 - Train: 0.02% [300/1251000] [0.2/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.109] [lr 0.000039] [CE 6.891 (6.913)] [KD 22.916 (23.077)] 2024-10-11 20:38:47,404 - Train: 0.03% [350/1251000] [0.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.000045] [CE 6.882 (6.895)] [KD 23.549 (23.069)] 2024-10-11 20:38:53,231 - Train: 0.03% [400/1251000] [0.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.000051] [CE 6.827 (6.875)] [KD 23.161 (22.722)] 2024-10-11 20:38:58,908 - Train: 0.04% [450/1251000] [0.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.000057] [CE 6.851 (6.854)] [KD 21.630 (22.608)] 2024-10-11 20:39:04,591 - Train: 0.04% [500/1251000] [0.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.000063] [CE 6.815 (6.837)] [KD 22.036 (22.247)] 2024-10-11 20:39:10,292 - Train: 0.04% [550/1251000] [0.4/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.000069] [CE 6.863 (6.820)] [KD 21.101 (22.321)] 2024-10-11 20:39:16,095 - Train: 0.05% [600/1251000] [0.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.000075] [CE 6.760 (6.804)] [KD 21.590 (22.096)] 2024-10-11 20:39:21,929 - Train: 0.05% [650/1251000] [0.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.000081] [CE 6.752 (6.788)] [KD 23.278 (22.082)] 2024-10-11 20:39:27,728 - Train: 0.06% [700/1251000] [0.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.000087] [CE 6.801 (6.766)] [KD 21.293 (22.162)] 2024-10-11 20:39:33,778 - Train: 0.06% [750/1251000] [0.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.000093] [CE 6.759 (6.760)] [KD 21.081 (21.677)] 2024-10-11 20:39:39,607 - Train: 0.06% [800/1251000] [0.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.000099] [CE 6.753 (6.735)] [KD 21.355 (21.749)] 2024-10-11 20:39:45,311 - Train: 0.07% [850/1251000] [0.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.000105] [CE 6.771 (6.721)] [KD 20.859 (21.536)] 2024-10-11 20:39:51,147 - Train: 0.07% [900/1251000] [0.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.000111] [CE 6.672 (6.705)] [KD 21.308 (21.477)] 2024-10-11 20:39:56,998 - Train: 0.08% [950/1251000] [0.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.000117] [CE 6.643 (6.698)] [KD 21.866 (21.206)] 2024-10-11 20:40:02,861 - Train: 0.08% [1000/1251000] [0.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.000123] [CE 6.682 (6.679)] [KD 20.767 (21.156)] 2024-10-11 20:40:08,642 - Train: 0.08% [1050/1251000] [0.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.000129] [CE 6.695 (6.667)] [KD 20.117 (21.006)] 2024-10-11 20:40:14,359 - Train: 0.09% [1100/1251000] [0.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.000135] [CE 6.663 (6.658)] [KD 20.738 (20.903)] 2024-10-11 20:40:20,317 - Train: 0.09% [1150/1251000] [0.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.000141] [CE 6.589 (6.637)] [KD 21.195 (20.861)] 2024-10-11 20:40:26,385 - Train: 0.10% [1200/1251000] [1.0/1000.0] [batch_t 0.226 (0.121)] [data_t 0.002] [optim_t 0.224] [lr 0.000147] [CE 6.554 (6.626)] [KD 21.590 (20.814)] 2024-10-11 20:40:32,334 - Train: 0.10% [1250/1251000] [1.0/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.000153] [CE 6.532 (6.625)] [KD 21.782 (20.614)] 2024-10-11 20:40:32,446 - ==> Total time: 0:02:45 Eta: 1 day, 21:49:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:40:39,829 - Train: 0.10% [1300/1251000] [1.0/1000.0] [batch_t 0.113 (0.126)] [data_t 0.002] [optim_t 0.110] [lr 0.000159] [CE 6.520 (6.611)] [KD 21.035 (20.489)] 2024-10-11 20:40:45,575 - Train: 0.11% [1350/1251000] [1.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.000165] [CE 6.575 (6.591)] [KD 20.059 (20.448)] 2024-10-11 20:40:51,256 - Train: 0.11% [1400/1251000] [1.1/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.000171] [CE 6.545 (6.565)] [KD 20.186 (20.356)] 2024-10-11 20:40:56,974 - Train: 0.12% [1450/1251000] [1.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.000177] [CE 6.466 (6.563)] [KD 20.280 (20.154)] 2024-10-11 20:41:02,799 - Train: 0.12% [1500/1251000] [1.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.000183] [CE 6.592 (6.551)] [KD 19.692 (20.086)] 2024-10-11 20:41:08,503 - Train: 0.12% [1550/1251000] [1.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.000189] [CE 6.549 (6.551)] [KD 19.217 (19.840)] 2024-10-11 20:41:14,830 - Train: 0.13% [1600/1251000] [1.3/1000.0] [batch_t 0.257 (0.126)] [data_t 0.003] [optim_t 0.254] [lr 0.000195] [CE 6.456 (6.534)] [KD 20.138 (19.980)] 2024-10-11 20:41:20,715 - Train: 0.13% [1650/1251000] [1.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.000201] [CE 6.551 (6.532)] [KD 19.457 (19.626)] 2024-10-11 20:41:26,577 - Train: 0.14% [1700/1251000] [1.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.000207] [CE 6.414 (6.501)] [KD 20.234 (19.738)] 2024-10-11 20:41:32,326 - Train: 0.14% [1750/1251000] [1.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.000213] [CE 6.533 (6.516)] [KD 19.146 (19.477)] 2024-10-11 20:41:38,056 - Train: 0.14% [1800/1251000] [1.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.000218] [CE 6.375 (6.486)] [KD 20.354 (19.463)] 2024-10-11 20:41:43,828 - Train: 0.15% [1850/1251000] [1.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.000224] [CE 6.405 (6.485)] [KD 19.803 (19.349)] 2024-10-11 20:41:49,715 - Train: 0.15% [1900/1251000] [1.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.000230] [CE 6.445 (6.473)] [KD 19.319 (19.306)] 2024-10-11 20:41:55,483 - Train: 0.16% [1950/1251000] [1.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.000236] [CE 6.454 (6.467)] [KD 18.452 (19.190)] 2024-10-11 20:42:01,473 - Train: 0.16% [2000/1251000] [1.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.000242] [CE 6.371 (6.456)] [KD 19.306 (19.091)] 2024-10-11 20:42:07,702 - Train: 0.16% [2050/1251000] [1.6/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.000248] [CE 6.472 (6.436)] [KD 19.215 (19.001)] 2024-10-11 20:42:13,506 - Train: 0.17% [2100/1251000] [1.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.000254] [CE 6.513 (6.429)] [KD 18.475 (18.875)] 2024-10-11 20:42:19,217 - Train: 0.17% [2150/1251000] [1.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.000260] [CE 6.490 (6.413)] [KD 18.543 (18.897)] 2024-10-11 20:42:24,929 - Train: 0.18% [2200/1251000] [1.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.000266] [CE 6.396 (6.410)] [KD 18.882 (18.691)] 2024-10-11 20:42:30,692 - Train: 0.18% [2250/1251000] [1.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.000272] [CE 6.387 (6.397)] [KD 18.374 (18.672)] 2024-10-11 20:42:36,526 - Train: 0.18% [2300/1251000] [1.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.000278] [CE 6.430 (6.378)] [KD 18.576 (18.505)] 2024-10-11 20:42:42,396 - Train: 0.19% [2350/1251000] [1.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.000284] [CE 6.424 (6.388)] [KD 17.758 (18.344)] 2024-10-11 20:42:48,448 - Train: 0.19% [2400/1251000] [1.9/1000.0] [batch_t 0.231 (0.121)] [data_t 0.002] [optim_t 0.228] [lr 0.000290] [CE 6.427 (6.371)] [KD 18.245 (18.264)] 2024-10-11 20:42:54,573 - Train: 0.20% [2450/1251000] [2.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.000296] [CE 6.387 (6.349)] [KD 18.408 (18.288)] 2024-10-11 20:43:00,425 - Train: 0.20% [2500/1251000] [2.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.000302] [CE 6.435 (6.347)] [KD 17.646 (18.164)] 2024-10-11 20:43:00,651 - ==> Total time: 0:05:13 Eta: 1 day, 19:25:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:43:07,667 - Train: 0.20% [2550/1251000] [2.0/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.000308] [CE 6.391 (6.319)] [KD 17.533 (18.007)] 2024-10-11 20:43:13,395 - Train: 0.21% [2600/1251000] [2.1/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.000314] [CE 6.426 (6.324)] [KD 17.459 (17.982)] 2024-10-11 20:43:19,124 - Train: 0.21% [2650/1251000] [2.1/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.000320] [CE 6.206 (6.302)] [KD 18.107 (17.963)] 2024-10-11 20:43:24,949 - Train: 0.22% [2700/1251000] [2.2/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.000326] [CE 6.332 (6.318)] [KD 17.545 (17.703)] 2024-10-11 20:43:30,746 - Train: 0.22% [2750/1251000] [2.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.000332] [CE 6.487 (6.315)] [KD 17.200 (17.625)] 2024-10-11 20:43:36,654 - Train: 0.22% [2800/1251000] [2.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.000338] [CE 6.077 (6.296)] [KD 18.644 (17.554)] 2024-10-11 20:43:42,616 - Train: 0.23% [2850/1251000] [2.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.000344] [CE 6.405 (6.292)] [KD 16.807 (17.486)] 2024-10-11 20:43:48,522 - Train: 0.23% [2900/1251000] [2.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.000350] [CE 6.291 (6.249)] [KD 17.923 (17.552)] 2024-10-11 20:43:54,323 - Train: 0.24% [2950/1251000] [2.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.000356] [CE 6.262 (6.255)] [KD 17.397 (17.367)] 2024-10-11 20:43:59,973 - Train: 0.24% [3000/1251000] [2.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.000362] [CE 6.333 (6.256)] [KD 17.201 (17.217)] 2024-10-11 20:44:05,857 - Train: 0.24% [3050/1251000] [2.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.000368] [CE 6.376 (6.248)] [KD 17.675 (17.175)] 2024-10-11 20:44:11,552 - Train: 0.25% [3100/1251000] [2.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.000374] [CE 6.337 (6.249)] [KD 16.500 (17.116)] 2024-10-11 20:44:17,404 - Train: 0.25% [3150/1251000] [2.5/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.000380] [CE 6.041 (6.228)] [KD 17.525 (17.070)] 2024-10-11 20:44:23,190 - Train: 0.26% [3200/1251000] [2.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.000386] [CE 6.453 (6.217)] [KD 16.073 (16.964)] 2024-10-11 20:44:29,142 - Train: 0.26% [3250/1251000] [2.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.000392] [CE 6.317 (6.211)] [KD 16.105 (16.892)] 2024-10-11 20:44:35,190 - Train: 0.26% [3300/1251000] [2.6/1000.0] [batch_t 0.212 (0.121)] [data_t 0.003] [optim_t 0.209] [lr 0.000398] [CE 6.389 (6.208)] [KD 16.425 (16.857)] 2024-10-11 20:44:40,996 - Train: 0.27% [3350/1251000] [2.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.000404] [CE 6.213 (6.194)] [KD 16.690 (16.892)] 2024-10-11 20:44:46,825 - Train: 0.27% [3400/1251000] [2.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.000410] [CE 6.476 (6.204)] [KD 16.005 (16.592)] 2024-10-11 20:44:52,506 - Train: 0.28% [3450/1251000] [2.8/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.000416] [CE 6.179 (6.197)] [KD 15.764 (16.546)] 2024-10-11 20:44:58,275 - Train: 0.28% [3500/1251000] [2.8/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.000422] [CE 6.308 (6.167)] [KD 15.907 (16.586)] 2024-10-11 20:45:04,116 - Train: 0.28% [3550/1251000] [2.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.000428] [CE 6.242 (6.188)] [KD 15.980 (16.464)] 2024-10-11 20:45:09,952 - Train: 0.29% [3600/1251000] [2.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.000434] [CE 6.137 (6.141)] [KD 16.590 (16.401)] 2024-10-11 20:45:15,774 - Train: 0.29% [3650/1251000] [2.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.000440] [CE 6.125 (6.163)] [KD 16.152 (16.285)] 2024-10-11 20:45:21,815 - Train: 0.30% [3700/1251000] [3.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.000446] [CE 6.158 (6.112)] [KD 16.135 (16.267)] 2024-10-11 20:45:27,615 - Train: 0.30% [3750/1251000] [3.0/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.000452] [CE 6.165 (6.132)] [KD 15.674 (16.060)] 2024-10-11 20:45:27,944 - ==> Total time: 0:07:40 Eta: 1 day, 18:31:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:45:34,856 - Train: 0.30% [3800/1251000] [3.0/1000.0] [batch_t 0.112 (0.126)] [data_t 0.003] [optim_t 0.109] [lr 0.000458] [CE 5.850 (6.132)] [KD 16.416 (15.936)] 2024-10-11 20:45:40,583 - Train: 0.31% [3850/1251000] [3.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.000464] [CE 6.337 (6.144)] [KD 15.666 (15.916)] 2024-10-11 20:45:46,366 - Train: 0.31% [3900/1251000] [3.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.000470] [CE 6.260 (6.115)] [KD 15.808 (15.965)] 2024-10-11 20:45:52,172 - Train: 0.32% [3950/1251000] [3.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.000476] [CE 6.010 (6.110)] [KD 15.558 (15.956)] 2024-10-11 20:45:58,149 - Train: 0.32% [4000/1251000] [3.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.000482] [CE 5.881 (6.077)] [KD 15.784 (15.790)] 2024-10-11 20:46:04,064 - Train: 0.32% [4050/1251000] [3.2/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.000488] [CE 5.979 (6.070)] [KD 16.196 (15.734)] 2024-10-11 20:46:09,963 - Train: 0.33% [4100/1251000] [3.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.000494] [CE 6.134 (6.087)] [KD 15.612 (15.622)] 2024-10-11 20:46:15,751 - Train: 0.33% [4150/1251000] [3.3/1000.0] [batch_t 0.213 (0.116)] [data_t 0.002] [optim_t 0.210] [lr 0.000500] [CE 5.867 (6.071)] [KD 15.783 (15.622)] 2024-10-11 20:46:21,406 - Train: 0.34% [4200/1251000] [3.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.000506] [CE 5.941 (5.997)] [KD 15.058 (15.564)] 2024-10-11 20:46:27,063 - Train: 0.34% [4250/1251000] [3.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.000512] [CE 6.209 (6.001)] [KD 14.885 (15.534)] 2024-10-11 20:46:32,909 - Train: 0.34% [4300/1251000] [3.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.000518] [CE 5.626 (6.005)] [KD 16.241 (15.579)] 2024-10-11 20:46:38,913 - Train: 0.35% [4350/1251000] [3.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.000524] [CE 6.138 (6.082)] [KD 15.849 (15.315)] 2024-10-11 20:46:44,684 - Train: 0.35% [4400/1251000] [3.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.000530] [CE 6.059 (6.002)] [KD 14.717 (15.290)] 2024-10-11 20:46:50,499 - Train: 0.36% [4450/1251000] [3.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.000536] [CE 5.955 (6.018)] [KD 15.231 (15.394)] 2024-10-11 20:46:56,168 - Train: 0.36% [4500/1251000] [3.6/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.000542] [CE 6.223 (6.014)] [KD 15.137 (15.106)] 2024-10-11 20:47:02,071 - Train: 0.36% [4550/1251000] [3.6/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.000548] [CE 6.190 (6.060)] [KD 14.558 (15.045)] 2024-10-11 20:47:07,841 - Train: 0.37% [4600/1251000] [3.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.000554] [CE 5.836 (6.009)] [KD 15.021 (14.994)] 2024-10-11 20:47:13,713 - Train: 0.37% [4650/1251000] [3.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.000560] [CE 5.843 (6.017)] [KD 15.106 (14.933)] 2024-10-11 20:47:19,361 - Train: 0.38% [4700/1251000] [3.8/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.000566] [CE 5.876 (5.961)] [KD 14.793 (15.046)] 2024-10-11 20:47:25,135 - Train: 0.38% [4750/1251000] [3.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.000572] [CE 5.630 (5.982)] [KD 15.229 (14.856)] 2024-10-11 20:47:30,905 - Train: 0.38% [4800/1251000] [3.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.000578] [CE 5.833 (5.982)] [KD 15.339 (14.911)] 2024-10-11 20:47:36,800 - Train: 0.39% [4850/1251000] [3.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.000584] [CE 5.862 (5.980)] [KD 14.725 (14.645)] 2024-10-11 20:47:42,681 - Train: 0.39% [4900/1251000] [3.9/1000.0] [batch_t 0.111 (0.118)] [data_t 0.003] [optim_t 0.108] [lr 0.000590] [CE 5.950 (5.979)] [KD 14.344 (14.664)] 2024-10-11 20:47:48,542 - Train: 0.40% [4950/1251000] [4.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.000596] [CE 6.168 (5.954)] [KD 14.011 (14.572)] 2024-10-11 20:47:54,267 - Train: 0.40% [5000/1251000] [4.0/1000.0] [batch_t 0.109 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.000602] [CE 5.827 (5.938)] [KD 15.124 (14.531)] 2024-10-11 20:47:54,706 - ==> Total time: 0:10:07 Eta: 1 day, 18:00:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:48:01,592 - Train: 0.40% [5050/1251000] [4.0/1000.0] [batch_t 0.112 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.000608] [CE 5.927 (5.949)] [KD 14.221 (14.469)] 2024-10-11 20:48:07,287 - Train: 0.41% [5100/1251000] [4.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.000614] [CE 6.080 (5.917)] [KD 13.666 (14.421)] 2024-10-11 20:48:12,933 - Train: 0.41% [5150/1251000] [4.1/1000.0] [batch_t 0.118 (0.113)] [data_t 0.003] [optim_t 0.116] [lr 0.000620] [CE 6.015 (5.925)] [KD 13.796 (14.232)] 2024-10-11 20:48:18,982 - Train: 0.42% [5200/1251000] [4.2/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.000626] [CE 5.789 (5.951)] [KD 14.570 (14.202)] 2024-10-11 20:48:25,025 - Train: 0.42% [5250/1251000] [4.2/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.000632] [CE 5.319 (5.913)] [KD 14.795 (14.198)] 2024-10-11 20:48:30,934 - Train: 0.42% [5300/1251000] [4.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.000638] [CE 5.895 (5.937)] [KD 14.149 (14.128)] 2024-10-11 20:48:36,606 - Train: 0.43% [5350/1251000] [4.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.000644] [CE 5.967 (5.864)] [KD 14.164 (14.085)] 2024-10-11 20:48:42,264 - Train: 0.43% [5400/1251000] [4.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.000650] [CE 5.685 (5.866)] [KD 14.256 (14.060)] 2024-10-11 20:48:47,911 - Train: 0.44% [5450/1251000] [4.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.000656] [CE 6.033 (5.908)] [KD 13.941 (14.014)] 2024-10-11 20:48:53,642 - Train: 0.44% [5500/1251000] [4.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.000662] [CE 5.822 (5.861)] [KD 13.873 (13.967)] 2024-10-11 20:48:59,473 - Train: 0.44% [5550/1251000] [4.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.000668] [CE 5.911 (5.847)] [KD 13.523 (13.941)] 2024-10-11 20:49:05,237 - Train: 0.45% [5600/1251000] [4.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.000674] [CE 5.925 (5.860)] [KD 13.547 (13.774)] 2024-10-11 20:49:11,124 - Train: 0.45% [5650/1251000] [4.5/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.000680] [CE 5.737 (5.822)] [KD 13.498 (13.702)] 2024-10-11 20:49:17,031 - Train: 0.46% [5700/1251000] [4.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.000686] [CE 6.141 (5.827)] [KD 13.525 (13.684)] 2024-10-11 20:49:22,776 - Train: 0.46% [5750/1251000] [4.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.000692] [CE 5.540 (5.823)] [KD 14.145 (13.532)] 2024-10-11 20:49:28,424 - Train: 0.46% [5800/1251000] [4.6/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.000698] [CE 6.036 (5.844)] [KD 13.689 (13.555)] 2024-10-11 20:49:34,291 - Train: 0.47% [5850/1251000] [4.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.000704] [CE 5.886 (5.836)] [KD 13.338 (13.438)] 2024-10-11 20:49:39,959 - Train: 0.47% [5900/1251000] [4.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.000710] [CE 5.873 (5.830)] [KD 13.214 (13.432)] 2024-10-11 20:49:45,705 - Train: 0.48% [5950/1251000] [4.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.000716] [CE 6.157 (5.822)] [KD 13.108 (13.424)] 2024-10-11 20:49:51,495 - Train: 0.48% [6000/1251000] [4.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.000722] [CE 5.626 (5.777)] [KD 13.146 (13.317)] 2024-10-11 20:49:57,487 - Train: 0.48% [6050/1251000] [4.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.000728] [CE 5.691 (5.769)] [KD 13.921 (13.365)] 2024-10-11 20:50:03,469 - Train: 0.49% [6100/1251000] [4.9/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.000734] [CE 5.453 (5.794)] [KD 13.253 (13.244)] 2024-10-11 20:50:09,473 - Train: 0.49% [6150/1251000] [4.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.000740] [CE 5.834 (5.812)] [KD 13.071 (13.220)] 2024-10-11 20:50:15,172 - Train: 0.50% [6200/1251000] [5.0/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.000746] [CE 5.662 (5.794)] [KD 13.060 (13.096)] 2024-10-11 20:50:20,871 - Train: 0.50% [6250/1251000] [5.0/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.000752] [CE 5.768 (5.757)] [KD 13.162 (13.112)] 2024-10-11 20:50:31,894 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.206)] [top1_cnt 15670] [top5_cnt 28299] [top_all 50000] 2024-10-11 20:50:31,895 - net: 31.340 (56.598) 2024-10-11 20:50:36,767 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 49] [top5_cnt 251] [top_all 50000] 2024-10-11 20:50:36,768 - net_E: 0.098 (0.502) 2024-10-11 20:50:36,904 - Max [top1: 31.340 (epoch: 5)] [top1-ema: 0.098 (epoch: 5)] 2024-10-11 20:50:36,904 - ==> Total time: 0:12:49 Eta: 1 day, 18:32:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:50:46,623 - Train: 0.50% [6300/1251000] [5.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.000758] [CE 5.679 (5.771)] [KD 12.970 (12.901)] 2024-10-11 20:50:52,413 - Train: 0.51% [6350/1251000] [5.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.000764] [CE 5.799 (5.776)] [KD 13.249 (12.947)] 2024-10-11 20:50:58,677 - Train: 0.51% [6400/1251000] [5.1/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.000769] [CE 5.702 (5.748)] [KD 12.890 (12.895)] 2024-10-11 20:51:04,689 - Train: 0.52% [6450/1251000] [5.2/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.000775] [CE 5.703 (5.758)] [KD 12.760 (12.883)] 2024-10-11 20:51:10,762 - Train: 0.52% [6500/1251000] [5.2/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.000781] [CE 5.512 (5.769)] [KD 12.627 (12.879)] 2024-10-11 20:51:16,504 - Train: 0.52% [6550/1251000] [5.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.000787] [CE 5.816 (5.746)] [KD 12.639 (12.803)] 2024-10-11 20:51:22,258 - Train: 0.53% [6600/1251000] [5.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.000793] [CE 5.580 (5.688)] [KD 12.804 (12.769)] 2024-10-11 20:51:28,009 - Train: 0.53% [6650/1251000] [5.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.000799] [CE 5.761 (5.694)] [KD 12.717 (12.669)] 2024-10-11 20:51:33,967 - Train: 0.54% [6700/1251000] [5.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.000805] [CE 5.777 (5.762)] [KD 12.555 (12.563)] 2024-10-11 20:51:40,022 - Train: 0.54% [6750/1251000] [5.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.000811] [CE 5.552 (5.730)] [KD 12.523 (12.519)] 2024-10-11 20:51:45,900 - Train: 0.54% [6800/1251000] [5.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.000817] [CE 5.528 (5.746)] [KD 12.862 (12.588)] 2024-10-11 20:51:51,754 - Train: 0.55% [6850/1251000] [5.5/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.000823] [CE 5.399 (5.684)] [KD 12.560 (12.462)] 2024-10-11 20:51:57,627 - Train: 0.55% [6900/1251000] [5.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.000829] [CE 5.657 (5.714)] [KD 12.425 (12.502)] 2024-10-11 20:52:03,693 - Train: 0.56% [6950/1251000] [5.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.000835] [CE 5.569 (5.753)] [KD 12.649 (12.415)] 2024-10-11 20:52:09,666 - Train: 0.56% [7000/1251000] [5.6/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.000841] [CE 5.767 (5.666)] [KD 12.143 (12.297)] 2024-10-11 20:52:15,921 - Train: 0.56% [7050/1251000] [5.6/1000.0] [batch_t 0.119 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.000847] [CE 5.889 (5.693)] [KD 12.520 (12.385)] 2024-10-11 20:52:21,997 - Train: 0.57% [7100/1251000] [5.7/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.000853] [CE 5.668 (5.717)] [KD 12.297 (12.337)] 2024-10-11 20:52:28,006 - Train: 0.57% [7150/1251000] [5.7/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.000859] [CE 5.560 (5.658)] [KD 12.281 (12.197)] 2024-10-11 20:52:34,074 - Train: 0.58% [7200/1251000] [5.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.000865] [CE 5.666 (5.673)] [KD 12.152 (12.227)] 2024-10-11 20:52:40,439 - Train: 0.58% [7250/1251000] [5.8/1000.0] [batch_t 0.229 (0.127)] [data_t 0.003] [optim_t 0.226] [lr 0.000871] [CE 5.927 (5.659)] [KD 11.897 (12.142)] 2024-10-11 20:52:46,649 - Train: 0.58% [7300/1251000] [5.8/1000.0] [batch_t 0.122 (0.124)] [data_t 0.003] [optim_t 0.119] [lr 0.000877] [CE 5.950 (5.609)] [KD 12.026 (12.144)] 2024-10-11 20:52:52,967 - Train: 0.59% [7350/1251000] [5.9/1000.0] [batch_t 0.121 (0.126)] [data_t 0.003] [optim_t 0.119] [lr 0.000883] [CE 5.849 (5.658)] [KD 11.590 (12.120)] 2024-10-11 20:52:58,786 - Train: 0.59% [7400/1251000] [5.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.000889] [CE 5.965 (5.626)] [KD 11.867 (11.976)] 2024-10-11 20:53:04,546 - Train: 0.60% [7450/1251000] [6.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.000895] [CE 5.586 (5.655)] [KD 12.346 (12.017)] 2024-10-11 20:53:10,282 - Train: 0.60% [7500/1251000] [6.0/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.000901] [CE 5.717 (5.638)] [KD 11.601 (11.839)] 2024-10-11 20:53:11,061 - ==> Total time: 0:15:23 Eta: 1 day, 18:30:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:53:18,061 - Train: 0.60% [7550/1251000] [6.0/1000.0] [batch_t 0.113 (0.131)] [data_t 0.002] [optim_t 0.110] [lr 0.000907] [CE 5.449 (5.583)] [KD 11.853 (11.730)] 2024-10-11 20:53:24,140 - Train: 0.61% [7600/1251000] [6.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.000913] [CE 5.370 (5.612)] [KD 11.875 (11.748)] 2024-10-11 20:53:30,375 - Train: 0.61% [7650/1251000] [6.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.000919] [CE 5.682 (5.628)] [KD 11.477 (11.861)] 2024-10-11 20:53:36,116 - Train: 0.62% [7700/1251000] [6.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.000925] [CE 5.827 (5.635)] [KD 11.726 (11.679)] 2024-10-11 20:53:41,820 - Train: 0.62% [7750/1251000] [6.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.000931] [CE 5.750 (5.611)] [KD 11.301 (11.641)] 2024-10-11 20:53:47,621 - Train: 0.62% [7800/1251000] [6.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.000937] [CE 5.521 (5.568)] [KD 11.549 (11.624)] 2024-10-11 20:53:53,328 - Train: 0.63% [7850/1251000] [6.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.000943] [CE 5.700 (5.626)] [KD 11.490 (11.598)] 2024-10-11 20:53:59,110 - Train: 0.63% [7900/1251000] [6.3/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.000949] [CE 5.108 (5.552)] [KD 11.926 (11.646)] 2024-10-11 20:54:05,026 - Train: 0.64% [7950/1251000] [6.4/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.000955] [CE 5.343 (5.569)] [KD 11.268 (11.504)] 2024-10-11 20:54:10,762 - Train: 0.64% [8000/1251000] [6.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.000961] [CE 5.726 (5.570)] [KD 11.293 (11.472)] 2024-10-11 20:54:16,855 - Train: 0.64% [8050/1251000] [6.4/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.000967] [CE 5.352 (5.575)] [KD 11.691 (11.529)] 2024-10-11 20:54:22,533 - Train: 0.65% [8100/1251000] [6.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.000973] [CE 5.626 (5.610)] [KD 11.219 (11.480)] 2024-10-11 20:54:28,302 - Train: 0.65% [8150/1251000] [6.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.000979] [CE 5.293 (5.595)] [KD 12.390 (11.433)] 2024-10-11 20:54:34,213 - Train: 0.66% [8200/1251000] [6.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.000985] [CE 4.951 (5.618)] [KD 11.588 (11.513)] 2024-10-11 20:54:40,040 - Train: 0.66% [8250/1251000] [6.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.000991] [CE 5.355 (5.543)] [KD 11.352 (11.331)] 2024-10-11 20:54:45,791 - Train: 0.66% [8300/1251000] [6.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.000997] [CE 6.016 (5.581)] [KD 10.942 (11.268)] 2024-10-11 20:54:51,821 - Train: 0.67% [8350/1251000] [6.7/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001003] [CE 5.144 (5.547)] [KD 11.759 (11.214)] 2024-10-11 20:54:57,758 - Train: 0.67% [8400/1251000] [6.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.001009] [CE 4.659 (5.562)] [KD 10.735 (11.282)] 2024-10-11 20:55:03,894 - Train: 0.68% [8450/1251000] [6.8/1000.0] [batch_t 0.250 (0.123)] [data_t 0.003] [optim_t 0.247] [lr 0.001015] [CE 5.574 (5.565)] [KD 11.540 (11.294)] 2024-10-11 20:55:09,832 - Train: 0.68% [8500/1251000] [6.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001021] [CE 5.424 (5.573)] [KD 11.117 (11.219)] 2024-10-11 20:55:15,734 - Train: 0.68% [8550/1251000] [6.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001027] [CE 5.433 (5.541)] [KD 11.416 (11.137)] 2024-10-11 20:55:21,751 - Train: 0.69% [8600/1251000] [6.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.001033] [CE 5.451 (5.526)] [KD 10.966 (11.105)] 2024-10-11 20:55:27,789 - Train: 0.69% [8650/1251000] [6.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.001039] [CE 5.567 (5.545)] [KD 10.713 (11.084)] 2024-10-11 20:55:33,600 - Train: 0.70% [8700/1251000] [7.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001045] [CE 5.500 (5.529)] [KD 10.545 (11.069)] 2024-10-11 20:55:39,391 - Train: 0.70% [8750/1251000] [7.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001051] [CE 5.456 (5.538)] [KD 11.235 (11.048)] 2024-10-11 20:55:40,174 - ==> Total time: 0:17:52 Eta: 1 day, 18:16:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:55:46,888 - Train: 0.70% [8800/1251000] [7.0/1000.0] [batch_t 0.118 (0.131)] [data_t 0.003] [optim_t 0.115] [lr 0.001057] [CE 5.312 (5.492)] [KD 10.691 (10.940)] 2024-10-11 20:55:52,871 - Train: 0.71% [8850/1251000] [7.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001063] [CE 5.300 (5.474)] [KD 10.763 (10.903)] 2024-10-11 20:55:58,836 - Train: 0.71% [8900/1251000] [7.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001069] [CE 5.233 (5.465)] [KD 10.436 (10.811)] 2024-10-11 20:56:04,880 - Train: 0.72% [8950/1251000] [7.2/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.001075] [CE 5.360 (5.508)] [KD 10.671 (10.885)] 2024-10-11 20:56:10,880 - Train: 0.72% [9000/1251000] [7.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001081] [CE 5.568 (5.587)] [KD 10.666 (10.789)] 2024-10-11 20:56:16,762 - Train: 0.72% [9050/1251000] [7.2/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.001087] [CE 5.923 (5.450)] [KD 10.837 (10.801)] 2024-10-11 20:56:22,642 - Train: 0.73% [9100/1251000] [7.3/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001093] [CE 5.660 (5.537)] [KD 10.792 (10.677)] 2024-10-11 20:56:28,429 - Train: 0.73% [9150/1251000] [7.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001099] [CE 5.372 (5.422)] [KD 10.888 (10.747)] 2024-10-11 20:56:34,475 - Train: 0.74% [9200/1251000] [7.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001105] [CE 5.512 (5.445)] [KD 10.583 (10.695)] 2024-10-11 20:56:40,404 - Train: 0.74% [9250/1251000] [7.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001111] [CE 5.464 (5.508)] [KD 10.788 (10.698)] 2024-10-11 20:56:46,330 - Train: 0.74% [9300/1251000] [7.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001117] [CE 5.213 (5.464)] [KD 10.508 (10.628)] 2024-10-11 20:56:52,238 - Train: 0.75% [9350/1251000] [7.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001123] [CE 4.985 (5.488)] [KD 10.797 (10.739)] 2024-10-11 20:56:58,250 - Train: 0.75% [9400/1251000] [7.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001129] [CE 5.841 (5.493)] [KD 10.681 (10.673)] 2024-10-11 20:57:04,016 - Train: 0.76% [9450/1251000] [7.6/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.001135] [CE 5.633 (5.468)] [KD 10.398 (10.571)] 2024-10-11 20:57:09,777 - Train: 0.76% [9500/1251000] [7.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001141] [CE 5.451 (5.425)] [KD 10.622 (10.478)] 2024-10-11 20:57:15,693 - Train: 0.76% [9550/1251000] [7.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.001147] [CE 5.370 (5.430)] [KD 11.065 (10.502)] 2024-10-11 20:57:21,520 - Train: 0.77% [9600/1251000] [7.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.001153] [CE 5.484 (5.503)] [KD 10.533 (10.611)] 2024-10-11 20:57:27,381 - Train: 0.77% [9650/1251000] [7.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001159] [CE 5.944 (5.415)] [KD 10.381 (10.428)] 2024-10-11 20:57:33,315 - Train: 0.78% [9700/1251000] [7.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.001165] [CE 5.211 (5.447)] [KD 10.725 (10.504)] 2024-10-11 20:57:39,248 - Train: 0.78% [9750/1251000] [7.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.001171] [CE 5.912 (5.437)] [KD 10.447 (10.500)] 2024-10-11 20:57:45,489 - Train: 0.78% [9800/1251000] [7.8/1000.0] [batch_t 0.112 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.001177] [CE 5.472 (5.488)] [KD 10.314 (10.457)] 2024-10-11 20:57:51,216 - Train: 0.79% [9850/1251000] [7.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001183] [CE 5.437 (5.412)] [KD 9.962 (10.335)] 2024-10-11 20:57:57,050 - Train: 0.79% [9900/1251000] [7.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001189] [CE 4.987 (5.446)] [KD 10.685 (10.431)] 2024-10-11 20:58:02,942 - Train: 0.80% [9950/1251000] [8.0/1000.0] [batch_t 0.240 (0.118)] [data_t 0.003] [optim_t 0.238] [lr 0.001195] [CE 5.849 (5.468)] [KD 10.084 (10.394)] 2024-10-11 20:58:08,709 - Train: 0.80% [10000/1251000] [8.0/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001201] [CE 5.356 (5.458)] [KD 10.402 (10.408)] 2024-10-11 20:58:09,606 - ==> Total time: 0:20:22 Eta: 1 day, 18:06:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 20:58:16,344 - Train: 0.80% [10050/1251000] [8.0/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.001207] [CE 5.182 (5.406)] [KD 10.026 (10.320)] 2024-10-11 20:58:22,432 - Train: 0.81% [10100/1251000] [8.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.001213] [CE 5.228 (5.391)] [KD 10.246 (10.149)] 2024-10-11 20:58:28,687 - Train: 0.81% [10150/1251000] [8.1/1000.0] [batch_t 0.112 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.001219] [CE 5.375 (5.436)] [KD 10.212 (10.251)] 2024-10-11 20:58:34,427 - Train: 0.82% [10200/1251000] [8.2/1000.0] [batch_t 0.122 (0.115)] [data_t 0.003] [optim_t 0.119] [lr 0.001225] [CE 5.599 (5.376)] [KD 9.781 (10.130)] 2024-10-11 20:58:40,460 - Train: 0.82% [10250/1251000] [8.2/1000.0] [batch_t 0.124 (0.121)] [data_t 0.003] [optim_t 0.121] [lr 0.001231] [CE 5.898 (5.438)] [KD 10.157 (10.202)] 2024-10-11 20:58:46,212 - Train: 0.82% [10300/1251000] [8.2/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001237] [CE 5.436 (5.467)] [KD 9.837 (10.264)] 2024-10-11 20:58:52,008 - Train: 0.83% [10350/1251000] [8.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001243] [CE 5.619 (5.447)] [KD 10.558 (10.195)] 2024-10-11 20:58:57,842 - Train: 0.83% [10400/1251000] [8.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001249] [CE 5.819 (5.407)] [KD 10.103 (10.074)] 2024-10-11 20:59:03,607 - Train: 0.84% [10450/1251000] [8.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001255] [CE 5.792 (5.448)] [KD 10.575 (10.147)] 2024-10-11 20:59:09,735 - Train: 0.84% [10500/1251000] [8.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.001261] [CE 5.720 (5.434)] [KD 10.304 (10.114)] 2024-10-11 20:59:15,715 - Train: 0.84% [10550/1251000] [8.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001267] [CE 5.628 (5.403)] [KD 10.019 (10.038)] 2024-10-11 20:59:21,622 - Train: 0.85% [10600/1251000] [8.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.001273] [CE 5.444 (5.345)] [KD 9.835 (9.889)] 2024-10-11 20:59:27,527 - Train: 0.85% [10650/1251000] [8.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001279] [CE 5.467 (5.361)] [KD 10.316 (10.020)] 2024-10-11 20:59:33,540 - Train: 0.86% [10700/1251000] [8.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.001285] [CE 5.460 (5.444)] [KD 10.050 (10.011)] 2024-10-11 20:59:39,316 - Train: 0.86% [10750/1251000] [8.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001291] [CE 5.429 (5.355)] [KD 9.517 (9.966)] 2024-10-11 20:59:45,231 - Train: 0.86% [10800/1251000] [8.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001297] [CE 5.316 (5.332)] [KD 9.929 (9.991)] 2024-10-11 20:59:51,074 - Train: 0.87% [10850/1251000] [8.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001303] [CE 5.486 (5.378)] [KD 9.868 (9.979)] 2024-10-11 20:59:57,013 - Train: 0.87% [10900/1251000] [8.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.001309] [CE 5.476 (5.411)] [KD 10.063 (9.928)] 2024-10-11 21:00:03,488 - Train: 0.88% [10950/1251000] [8.8/1000.0] [batch_t 0.240 (0.129)] [data_t 0.002] [optim_t 0.237] [lr 0.001315] [CE 5.422 (5.436)] [KD 9.766 (10.070)] 2024-10-11 21:00:09,572 - Train: 0.88% [11000/1251000] [8.8/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.001321] [CE 5.407 (5.397)] [KD 9.736 (9.906)] 2024-10-11 21:00:15,338 - Train: 0.88% [11050/1251000] [8.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001326] [CE 5.834 (5.376)] [KD 9.880 (9.857)] 2024-10-11 21:00:21,294 - Train: 0.89% [11100/1251000] [8.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001332] [CE 5.223 (5.328)] [KD 10.150 (9.779)] 2024-10-11 21:00:27,095 - Train: 0.89% [11150/1251000] [8.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001338] [CE 4.916 (5.380)] [KD 9.514 (9.806)] 2024-10-11 21:00:33,088 - Train: 0.90% [11200/1251000] [9.0/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001344] [CE 5.599 (5.380)] [KD 9.587 (9.836)] 2024-10-11 21:00:39,148 - Train: 0.90% [11250/1251000] [9.0/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.001350] [CE 5.637 (5.373)] [KD 9.726 (9.770)] 2024-10-11 21:00:40,150 - ==> Total time: 0:22:52 Eta: 1 day, 17:59:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:00:46,784 - Train: 0.90% [11300/1251000] [9.0/1000.0] [batch_t 0.115 (0.133)] [data_t 0.002] [optim_t 0.113] [lr 0.001356] [CE 5.473 (5.373)] [KD 9.662 (9.680)] 2024-10-11 21:00:52,872 - Train: 0.91% [11350/1251000] [9.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.001362] [CE 5.443 (5.315)] [KD 9.332 (9.596)] 2024-10-11 21:00:58,776 - Train: 0.91% [11400/1251000] [9.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.001368] [CE 5.600 (5.343)] [KD 9.537 (9.721)] 2024-10-11 21:01:04,757 - Train: 0.92% [11450/1251000] [9.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.001374] [CE 5.295 (5.338)] [KD 10.076 (9.743)] 2024-10-11 21:01:10,534 - Train: 0.92% [11500/1251000] [9.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001380] [CE 5.109 (5.340)] [KD 9.787 (9.682)] 2024-10-11 21:01:16,322 - Train: 0.92% [11550/1251000] [9.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.001386] [CE 5.375 (5.348)] [KD 9.314 (9.641)] 2024-10-11 21:01:22,738 - Train: 0.93% [11600/1251000] [9.3/1000.0] [batch_t 0.118 (0.128)] [data_t 0.003] [optim_t 0.116] [lr 0.001392] [CE 5.043 (5.315)] [KD 9.600 (9.644)] 2024-10-11 21:01:28,798 - Train: 0.93% [11650/1251000] [9.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001398] [CE 5.372 (5.356)] [KD 9.402 (9.640)] 2024-10-11 21:01:34,679 - Train: 0.94% [11700/1251000] [9.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.001404] [CE 5.472 (5.381)] [KD 9.229 (9.584)] 2024-10-11 21:01:40,473 - Train: 0.94% [11750/1251000] [9.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001410] [CE 5.321 (5.365)] [KD 9.320 (9.574)] 2024-10-11 21:01:46,518 - Train: 0.94% [11800/1251000] [9.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001416] [CE 5.207 (5.360)] [KD 9.513 (9.511)] 2024-10-11 21:01:52,607 - Train: 0.95% [11850/1251000] [9.5/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.001422] [CE 5.734 (5.321)] [KD 9.598 (9.547)] 2024-10-11 21:01:58,783 - Train: 0.95% [11900/1251000] [9.5/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.001428] [CE 5.032 (5.282)] [KD 9.460 (9.571)] 2024-10-11 21:02:04,632 - Train: 0.96% [11950/1251000] [9.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001434] [CE 5.093 (5.357)] [KD 9.679 (9.531)] 2024-10-11 21:02:10,450 - Train: 0.96% [12000/1251000] [9.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.001440] [CE 5.398 (5.257)] [KD 9.707 (9.575)] 2024-10-11 21:02:16,431 - Train: 0.96% [12050/1251000] [9.6/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.001446] [CE 5.520 (5.333)] [KD 9.879 (9.489)] 2024-10-11 21:02:22,428 - Train: 0.97% [12100/1251000] [9.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.001452] [CE 5.130 (5.290)] [KD 9.012 (9.493)] 2024-10-11 21:02:28,557 - Train: 0.97% [12150/1251000] [9.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.001458] [CE 5.343 (5.327)] [KD 9.424 (9.417)] 2024-10-11 21:02:34,596 - Train: 0.98% [12200/1251000] [9.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.001464] [CE 5.567 (5.386)] [KD 9.576 (9.406)] 2024-10-11 21:02:40,496 - Train: 0.98% [12250/1251000] [9.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001470] [CE 5.280 (5.282)] [KD 9.627 (9.427)] 2024-10-11 21:02:46,497 - Train: 0.98% [12300/1251000] [9.8/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.001476] [CE 5.486 (5.388)] [KD 9.184 (9.499)] 2024-10-11 21:02:52,391 - Train: 0.99% [12350/1251000] [9.9/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.001482] [CE 5.323 (5.282)] [KD 9.425 (9.267)] 2024-10-11 21:02:58,271 - Train: 0.99% [12400/1251000] [9.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001488] [CE 4.605 (5.285)] [KD 9.328 (9.302)] 2024-10-11 21:03:04,540 - Train: 1.00% [12450/1251000] [10.0/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.001494] [CE 4.985 (5.330)] [KD 9.106 (9.406)] 2024-10-11 21:03:10,887 - Train: 1.00% [12500/1251000] [10.0/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.117] [lr 0.001500] [CE 5.632 (5.352)] [KD 8.968 (9.440)] 2024-10-11 21:03:16,928 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 23755] [top5_cnt 36597] [top_all 50000] 2024-10-11 21:03:16,929 - net: 47.510 (73.194) 2024-10-11 21:03:22,014 - Test (net_E): 100.00% [50/50] [batch_t 0.079 (0.094)] [top1_cnt 140] [top5_cnt 807] [top_all 50000] 2024-10-11 21:03:22,014 - net_E: 0.280 (1.614) 2024-10-11 21:03:22,161 - Max [top1: 47.510 (epoch: 10)] [top1-ema: 0.280 (epoch: 10)] 2024-10-11 21:03:22,161 - ==> Total time: 0:25:34 Eta: 1 day, 18:12:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:03:31,005 - Train: 1.00% [12550/1251000] [10.0/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.001506] [CE 5.161 (5.329)] [KD 9.223 (9.335)] 2024-10-11 21:03:36,947 - Train: 1.01% [12600/1251000] [10.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001512] [CE 5.633 (5.278)] [KD 9.225 (9.271)] 2024-10-11 21:03:42,792 - Train: 1.01% [12650/1251000] [10.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001518] [CE 5.511 (5.252)] [KD 8.970 (9.194)] 2024-10-11 21:03:48,948 - Train: 1.02% [12700/1251000] [10.2/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.001524] [CE 5.225 (5.279)] [KD 9.235 (9.279)] 2024-10-11 21:03:54,879 - Train: 1.02% [12750/1251000] [10.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001530] [CE 5.538 (5.248)] [KD 8.955 (9.232)] 2024-10-11 21:04:00,918 - Train: 1.02% [12800/1251000] [10.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001536] [CE 5.485 (5.218)] [KD 9.010 (9.177)] 2024-10-11 21:04:06,897 - Train: 1.03% [12850/1251000] [10.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001542] [CE 5.159 (5.232)] [KD 9.093 (9.190)] 2024-10-11 21:04:13,079 - Train: 1.03% [12900/1251000] [10.3/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.001548] [CE 5.002 (5.294)] [KD 9.617 (9.261)] 2024-10-11 21:04:18,965 - Train: 1.04% [12950/1251000] [10.4/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.001554] [CE 5.424 (5.193)] [KD 9.412 (9.207)] 2024-10-11 21:04:24,922 - Train: 1.04% [13000/1251000] [10.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.001560] [CE 5.224 (5.293)] [KD 9.487 (9.165)] 2024-10-11 21:04:31,046 - Train: 1.04% [13050/1251000] [10.4/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.001566] [CE 4.963 (5.226)] [KD 8.806 (9.179)] 2024-10-11 21:04:36,981 - Train: 1.05% [13100/1251000] [10.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.001572] [CE 4.708 (5.237)] [KD 8.899 (9.035)] 2024-10-11 21:04:43,114 - Train: 1.05% [13150/1251000] [10.5/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.001578] [CE 5.401 (5.236)] [KD 8.940 (9.067)] 2024-10-11 21:04:49,075 - Train: 1.06% [13200/1251000] [10.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.001584] [CE 5.547 (5.210)] [KD 8.719 (9.141)] 2024-10-11 21:04:54,862 - Train: 1.06% [13250/1251000] [10.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001590] [CE 5.218 (5.255)] [KD 9.016 (9.191)] 2024-10-11 21:05:00,863 - Train: 1.06% [13300/1251000] [10.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.001596] [CE 4.825 (5.200)] [KD 9.281 (9.077)] 2024-10-11 21:05:06,966 - Train: 1.07% [13350/1251000] [10.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.001602] [CE 4.716 (5.248)] [KD 9.239 (9.101)] 2024-10-11 21:05:12,759 - Train: 1.07% [13400/1251000] [10.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.001608] [CE 5.022 (5.289)] [KD 9.282 (9.008)] 2024-10-11 21:05:18,508 - Train: 1.08% [13450/1251000] [10.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001614] [CE 4.990 (5.304)] [KD 9.285 (9.075)] 2024-10-11 21:05:24,231 - Train: 1.08% [13500/1251000] [10.8/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001620] [CE 5.035 (5.266)] [KD 8.545 (9.039)] 2024-10-11 21:05:30,268 - Train: 1.08% [13550/1251000] [10.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.001626] [CE 5.672 (5.226)] [KD 9.239 (9.042)] 2024-10-11 21:05:36,392 - Train: 1.09% [13600/1251000] [10.9/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.001632] [CE 5.203 (5.232)] [KD 8.791 (8.948)] 2024-10-11 21:05:42,348 - Train: 1.09% [13650/1251000] [10.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.001638] [CE 4.660 (5.236)] [KD 9.168 (9.032)] 2024-10-11 21:05:48,278 - Train: 1.10% [13700/1251000] [11.0/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.001644] [CE 5.223 (5.309)] [KD 8.828 (9.176)] 2024-10-11 21:05:54,048 - Train: 1.10% [13750/1251000] [11.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001650] [CE 4.951 (5.219)] [KD 8.642 (9.042)] 2024-10-11 21:05:55,285 - ==> Total time: 0:28:07 Eta: 1 day, 18:09:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:06:01,377 - Train: 1.10% [13800/1251000] [11.0/1000.0] [batch_t 0.114 (0.128)] [data_t 0.002] [optim_t 0.111] [lr 0.001656] [CE 5.080 (5.243)] [KD 8.694 (8.883)] 2024-10-11 21:06:07,205 - Train: 1.11% [13850/1251000] [11.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001662] [CE 5.330 (5.269)] [KD 8.984 (8.817)] 2024-10-11 21:06:13,317 - Train: 1.11% [13900/1251000] [11.1/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.001668] [CE 5.434 (5.266)] [KD 8.830 (9.001)] 2024-10-11 21:06:19,631 - Train: 1.12% [13950/1251000] [11.2/1000.0] [batch_t 0.117 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.001674] [CE 5.494 (5.248)] [KD 8.917 (8.924)] 2024-10-11 21:06:25,562 - Train: 1.12% [14000/1251000] [11.2/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.001680] [CE 4.984 (5.255)] [KD 8.591 (8.861)] 2024-10-11 21:06:31,399 - Train: 1.12% [14050/1251000] [11.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.001686] [CE 5.119 (5.233)] [KD 8.712 (8.936)] 2024-10-11 21:06:37,394 - Train: 1.13% [14100/1251000] [11.3/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001692] [CE 5.241 (5.243)] [KD 8.970 (9.006)] 2024-10-11 21:06:43,197 - Train: 1.13% [14150/1251000] [11.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001698] [CE 5.204 (5.262)] [KD 8.722 (8.910)] 2024-10-11 21:06:49,002 - Train: 1.14% [14200/1251000] [11.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.001704] [CE 5.326 (5.270)] [KD 8.751 (8.853)] 2024-10-11 21:06:55,041 - Train: 1.14% [14250/1251000] [11.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.001710] [CE 5.303 (5.204)] [KD 8.932 (8.923)] 2024-10-11 21:07:00,885 - Train: 1.14% [14300/1251000] [11.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001716] [CE 5.064 (5.235)] [KD 9.212 (8.850)] 2024-10-11 21:07:06,959 - Train: 1.15% [14350/1251000] [11.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.001722] [CE 5.196 (5.261)] [KD 8.972 (8.780)] 2024-10-11 21:07:13,091 - Train: 1.15% [14400/1251000] [11.5/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.001728] [CE 5.277 (5.277)] [KD 8.760 (8.748)] 2024-10-11 21:07:18,840 - Train: 1.16% [14450/1251000] [11.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001734] [CE 5.143 (5.265)] [KD 9.092 (8.874)] 2024-10-11 21:07:24,822 - Train: 1.16% [14500/1251000] [11.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001740] [CE 4.775 (5.209)] [KD 8.920 (8.682)] 2024-10-11 21:07:30,677 - Train: 1.16% [14550/1251000] [11.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.001746] [CE 4.892 (5.240)] [KD 8.786 (8.772)] 2024-10-11 21:07:36,634 - Train: 1.17% [14600/1251000] [11.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.001752] [CE 5.145 (5.202)] [KD 8.702 (8.802)] 2024-10-11 21:07:42,448 - Train: 1.17% [14650/1251000] [11.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.001758] [CE 5.094 (5.184)] [KD 8.569 (8.854)] 2024-10-11 21:07:48,291 - Train: 1.18% [14700/1251000] [11.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.001764] [CE 5.151 (5.268)] [KD 8.917 (8.712)] 2024-10-11 21:07:54,357 - Train: 1.18% [14750/1251000] [11.8/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.120] [lr 0.001770] [CE 5.190 (5.208)] [KD 8.464 (8.747)] 2024-10-11 21:08:00,490 - Train: 1.18% [14800/1251000] [11.8/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.001776] [CE 5.363 (5.226)] [KD 8.782 (8.775)] 2024-10-11 21:08:06,400 - Train: 1.19% [14850/1251000] [11.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001782] [CE 4.951 (5.226)] [KD 8.902 (8.934)] 2024-10-11 21:08:12,280 - Train: 1.19% [14900/1251000] [11.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001788] [CE 5.449 (5.224)] [KD 9.125 (8.784)] 2024-10-11 21:08:18,304 - Train: 1.20% [14950/1251000] [12.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001794] [CE 5.152 (5.249)] [KD 8.753 (8.759)] 2024-10-11 21:08:24,102 - Train: 1.20% [15000/1251000] [12.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001800] [CE 5.257 (5.244)] [KD 9.044 (8.749)] 2024-10-11 21:08:25,455 - ==> Total time: 0:30:38 Eta: 1 day, 18:02:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:08:31,375 - Train: 1.20% [15050/1251000] [12.0/1000.0] [batch_t 0.114 (0.127)] [data_t 0.003] [optim_t 0.112] [lr 0.001806] [CE 5.655 (5.178)] [KD 8.572 (8.601)] 2024-10-11 21:08:37,154 - Train: 1.21% [15100/1251000] [12.1/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001812] [CE 5.259 (5.162)] [KD 8.796 (8.644)] 2024-10-11 21:08:43,291 - Train: 1.21% [15150/1251000] [12.1/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.001818] [CE 4.951 (5.223)] [KD 8.631 (8.709)] 2024-10-11 21:08:49,436 - Train: 1.22% [15200/1251000] [12.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.001824] [CE 5.052 (5.189)] [KD 8.207 (8.669)] 2024-10-11 21:08:55,462 - Train: 1.22% [15250/1251000] [12.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001830] [CE 4.952 (5.131)] [KD 9.038 (8.562)] 2024-10-11 21:09:01,363 - Train: 1.22% [15300/1251000] [12.2/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001836] [CE 5.408 (5.242)] [KD 8.512 (8.671)] 2024-10-11 21:09:07,124 - Train: 1.23% [15350/1251000] [12.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001842] [CE 4.586 (5.181)] [KD 8.539 (8.609)] 2024-10-11 21:09:12,851 - Train: 1.23% [15400/1251000] [12.3/1000.0] [batch_t 0.118 (0.114)] [data_t 0.003] [optim_t 0.115] [lr 0.001848] [CE 4.999 (5.188)] [KD 8.706 (8.627)] 2024-10-11 21:09:18,993 - Train: 1.24% [15450/1251000] [12.4/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.001854] [CE 5.826 (5.282)] [KD 8.808 (8.769)] 2024-10-11 21:09:24,749 - Train: 1.24% [15500/1251000] [12.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001860] [CE 4.775 (5.237)] [KD 8.653 (8.608)] 2024-10-11 21:09:30,472 - Train: 1.24% [15550/1251000] [12.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001866] [CE 5.157 (5.196)] [KD 8.758 (8.558)] 2024-10-11 21:09:36,598 - Train: 1.25% [15600/1251000] [12.5/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.001872] [CE 5.051 (5.228)] [KD 8.431 (8.634)] 2024-10-11 21:09:42,657 - Train: 1.25% [15650/1251000] [12.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.001878] [CE 5.336 (5.170)] [KD 8.662 (8.539)] 2024-10-11 21:09:48,654 - Train: 1.25% [15700/1251000] [12.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.001883] [CE 5.180 (5.134)] [KD 8.628 (8.413)] 2024-10-11 21:09:54,694 - Train: 1.26% [15750/1251000] [12.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.001889] [CE 5.565 (5.203)] [KD 8.233 (8.536)] 2024-10-11 21:10:00,612 - Train: 1.26% [15800/1251000] [12.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.001895] [CE 5.065 (5.171)] [KD 8.426 (8.488)] 2024-10-11 21:10:06,409 - Train: 1.27% [15850/1251000] [12.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001901] [CE 5.440 (5.218)] [KD 8.675 (8.532)] 2024-10-11 21:10:12,207 - Train: 1.27% [15900/1251000] [12.7/1000.0] [batch_t 0.122 (0.116)] [data_t 0.002] [optim_t 0.119] [lr 0.001907] [CE 4.854 (5.175)] [KD 8.191 (8.404)] 2024-10-11 21:10:18,121 - Train: 1.27% [15950/1251000] [12.7/1000.0] [batch_t 0.127 (0.118)] [data_t 0.002] [optim_t 0.125] [lr 0.001913] [CE 4.854 (5.160)] [KD 8.515 (8.533)] 2024-10-11 21:10:24,370 - Train: 1.28% [16000/1251000] [12.8/1000.0] [batch_t 0.225 (0.125)] [data_t 0.002] [optim_t 0.222] [lr 0.001919] [CE 5.575 (5.198)] [KD 8.304 (8.451)] 2024-10-11 21:10:30,461 - Train: 1.28% [16050/1251000] [12.8/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001925] [CE 5.434 (5.198)] [KD 8.702 (8.448)] 2024-10-11 21:10:36,474 - Train: 1.29% [16100/1251000] [12.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001931] [CE 5.336 (5.142)] [KD 8.306 (8.531)] 2024-10-11 21:10:42,505 - Train: 1.29% [16150/1251000] [12.9/1000.0] [batch_t 0.124 (0.121)] [data_t 0.003] [optim_t 0.122] [lr 0.001937] [CE 5.564 (5.169)] [KD 8.369 (8.500)] 2024-10-11 21:10:48,369 - Train: 1.29% [16200/1251000] [12.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001943] [CE 5.477 (5.230)] [KD 9.131 (8.524)] 2024-10-11 21:10:54,373 - Train: 1.30% [16250/1251000] [13.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001949] [CE 5.482 (5.239)] [KD 8.188 (8.584)] 2024-10-11 21:10:55,880 - ==> Total time: 0:33:08 Eta: 1 day, 17:56:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:11:04,918 - Train: 1.30% [16300/1251000] [13.0/1000.0] [batch_t 0.120 (0.133)] [data_t 0.003] [optim_t 0.117] [lr 0.001955] [CE 5.042 (5.112)] [KD 8.316 (8.346)] 2024-10-11 21:11:10,967 - Train: 1.31% [16350/1251000] [13.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.001961] [CE 4.943 (5.158)] [KD 8.066 (8.247)] 2024-10-11 21:11:17,064 - Train: 1.31% [16400/1251000] [13.1/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.001967] [CE 5.163 (5.206)] [KD 8.408 (8.354)] 2024-10-11 21:11:22,834 - Train: 1.31% [16450/1251000] [13.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.001973] [CE 4.756 (5.212)] [KD 8.394 (8.338)] 2024-10-11 21:11:29,095 - Train: 1.32% [16500/1251000] [13.2/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.001979] [CE 5.281 (5.157)] [KD 8.737 (8.386)] 2024-10-11 21:11:35,087 - Train: 1.32% [16550/1251000] [13.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.001985] [CE 4.925 (5.160)] [KD 8.647 (8.426)] 2024-10-11 21:11:40,938 - Train: 1.33% [16600/1251000] [13.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001991] [CE 5.465 (5.157)] [KD 8.434 (8.431)] 2024-10-11 21:11:46,900 - Train: 1.33% [16650/1251000] [13.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001997] [CE 5.383 (5.137)] [KD 8.208 (8.438)] 2024-10-11 21:11:52,781 - Train: 1.33% [16700/1251000] [13.3/1000.0] [batch_t 0.236 (0.118)] [data_t 0.002] [optim_t 0.233] [lr 0.002003] [CE 5.611 (5.240)] [KD 8.405 (8.432)] 2024-10-11 21:11:58,947 - Train: 1.34% [16750/1251000] [13.4/1000.0] [batch_t 0.122 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002009] [CE 5.245 (5.150)] [KD 8.786 (8.316)] 2024-10-11 21:12:04,931 - Train: 1.34% [16800/1251000] [13.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002015] [CE 5.530 (5.199)] [KD 8.714 (8.502)] 2024-10-11 21:12:10,762 - Train: 1.35% [16850/1251000] [13.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002021] [CE 5.336 (5.160)] [KD 8.145 (8.370)] 2024-10-11 21:12:16,788 - Train: 1.35% [16900/1251000] [13.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002027] [CE 5.438 (5.160)] [KD 8.195 (8.259)] 2024-10-11 21:12:22,856 - Train: 1.35% [16950/1251000] [13.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002033] [CE 5.001 (5.194)] [KD 8.213 (8.436)] 2024-10-11 21:12:28,700 - Train: 1.36% [17000/1251000] [13.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002039] [CE 5.392 (5.188)] [KD 8.373 (8.370)] 2024-10-11 21:12:34,452 - Train: 1.36% [17050/1251000] [13.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002045] [CE 5.008 (5.222)] [KD 8.089 (8.382)] 2024-10-11 21:12:40,406 - Train: 1.37% [17100/1251000] [13.7/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002051] [CE 5.747 (5.228)] [KD 8.444 (8.440)] 2024-10-11 21:12:46,480 - Train: 1.37% [17150/1251000] [13.7/1000.0] [batch_t 0.123 (0.121)] [data_t 0.002] [optim_t 0.120] [lr 0.002057] [CE 5.232 (5.119)] [KD 8.127 (8.330)] 2024-10-11 21:12:52,542 - Train: 1.37% [17200/1251000] [13.7/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002063] [CE 4.990 (5.178)] [KD 7.959 (8.257)] 2024-10-11 21:12:58,525 - Train: 1.38% [17250/1251000] [13.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002069] [CE 5.416 (5.147)] [KD 7.951 (8.278)] 2024-10-11 21:13:04,320 - Train: 1.38% [17300/1251000] [13.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002075] [CE 5.030 (5.188)] [KD 8.322 (8.354)] 2024-10-11 21:13:10,430 - Train: 1.39% [17350/1251000] [13.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002081] [CE 5.254 (5.148)] [KD 8.416 (8.290)] 2024-10-11 21:13:16,272 - Train: 1.39% [17400/1251000] [13.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002087] [CE 4.830 (5.166)] [KD 8.072 (8.199)] 2024-10-11 21:13:22,051 - Train: 1.39% [17450/1251000] [13.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002093] [CE 5.416 (5.187)] [KD 8.268 (8.304)] 2024-10-11 21:13:27,939 - Train: 1.40% [17500/1251000] [14.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002099] [CE 4.923 (5.111)] [KD 7.797 (8.243)] 2024-10-11 21:13:29,511 - ==> Total time: 0:35:42 Eta: 1 day, 17:54:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:13:35,511 - Train: 1.40% [17550/1251000] [14.0/1000.0] [batch_t 0.118 (0.137)] [data_t 0.003] [optim_t 0.116] [lr 0.002105] [CE 5.291 (5.219)] [KD 8.597 (8.305)] 2024-10-11 21:13:41,545 - Train: 1.41% [17600/1251000] [14.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002111] [CE 5.570 (5.172)] [KD 8.474 (8.366)] 2024-10-11 21:13:47,302 - Train: 1.41% [17650/1251000] [14.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002117] [CE 5.058 (5.120)] [KD 8.188 (8.262)] 2024-10-11 21:13:53,355 - Train: 1.41% [17700/1251000] [14.1/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002123] [CE 4.785 (5.076)] [KD 8.168 (8.278)] 2024-10-11 21:13:59,490 - Train: 1.42% [17750/1251000] [14.2/1000.0] [batch_t 0.122 (0.123)] [data_t 0.002] [optim_t 0.119] [lr 0.002129] [CE 5.145 (5.156)] [KD 7.928 (8.317)] 2024-10-11 21:14:05,386 - Train: 1.42% [17800/1251000] [14.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002135] [CE 4.972 (5.146)] [KD 8.088 (8.325)] 2024-10-11 21:14:11,220 - Train: 1.43% [17850/1251000] [14.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002141] [CE 5.215 (5.067)] [KD 8.082 (8.182)] 2024-10-11 21:14:16,984 - Train: 1.43% [17900/1251000] [14.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002147] [CE 5.090 (5.135)] [KD 8.018 (8.330)] 2024-10-11 21:14:23,031 - Train: 1.43% [17950/1251000] [14.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002153] [CE 5.258 (5.086)] [KD 8.438 (8.174)] 2024-10-11 21:14:29,099 - Train: 1.44% [18000/1251000] [14.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002159] [CE 5.316 (5.196)] [KD 8.111 (8.250)] 2024-10-11 21:14:35,016 - Train: 1.44% [18050/1251000] [14.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002165] [CE 4.896 (5.149)] [KD 8.327 (8.111)] 2024-10-11 21:14:40,809 - Train: 1.45% [18100/1251000] [14.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002171] [CE 4.993 (5.132)] [KD 8.107 (8.192)] 2024-10-11 21:14:46,975 - Train: 1.45% [18150/1251000] [14.5/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002177] [CE 5.404 (5.116)] [KD 8.050 (8.214)] 2024-10-11 21:14:52,753 - Train: 1.45% [18200/1251000] [14.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002183] [CE 5.180 (5.133)] [KD 8.480 (8.182)] 2024-10-11 21:14:58,629 - Train: 1.46% [18250/1251000] [14.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002189] [CE 5.437 (5.142)] [KD 8.173 (8.206)] 2024-10-11 21:15:04,419 - Train: 1.46% [18300/1251000] [14.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002195] [CE 5.298 (5.091)] [KD 8.355 (8.097)] 2024-10-11 21:15:10,365 - Train: 1.47% [18350/1251000] [14.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002201] [CE 5.226 (5.158)] [KD 7.866 (8.110)] 2024-10-11 21:15:16,357 - Train: 1.47% [18400/1251000] [14.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002207] [CE 5.199 (5.139)] [KD 8.035 (8.167)] 2024-10-11 21:15:22,511 - Train: 1.47% [18450/1251000] [14.7/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002213] [CE 5.369 (5.164)] [KD 8.650 (8.146)] 2024-10-11 21:15:28,362 - Train: 1.48% [18500/1251000] [14.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002219] [CE 5.454 (5.138)] [KD 8.013 (8.215)] 2024-10-11 21:15:34,476 - Train: 1.48% [18550/1251000] [14.8/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002225] [CE 4.951 (5.114)] [KD 8.148 (8.201)] 2024-10-11 21:15:40,577 - Train: 1.49% [18600/1251000] [14.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002231] [CE 4.738 (5.071)] [KD 7.995 (8.109)] 2024-10-11 21:15:46,444 - Train: 1.49% [18650/1251000] [14.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002237] [CE 5.320 (5.100)] [KD 8.371 (8.172)] 2024-10-11 21:15:52,335 - Train: 1.49% [18700/1251000] [14.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002243] [CE 4.892 (5.136)] [KD 7.959 (8.134)] 2024-10-11 21:15:58,238 - Train: 1.50% [18750/1251000] [15.0/1000.0] [batch_t 0.125 (0.118)] [data_t 0.010] [optim_t 0.115] [lr 0.002249] [CE 4.820 (5.125)] [KD 7.826 (8.085)] 2024-10-11 21:16:04,902 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.092)] [top1_cnt 26274] [top5_cnt 38703] [top_all 50000] 2024-10-11 21:16:04,903 - net: 52.548 (77.406) 2024-10-11 21:16:09,957 - Test (net_E): 100.00% [50/50] [batch_t 0.147 (0.093)] [top1_cnt 7732] [top5_cnt 17462] [top_all 50000] 2024-10-11 21:16:09,957 - net_E: 15.464 (34.924) 2024-10-11 21:16:10,094 - Max [top1: 52.548 (epoch: 15)] [top1-ema: 15.464 (epoch: 15)] 2024-10-11 21:16:10,094 - ==> Total time: 0:38:22 Eta: 1 day, 18:00:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:16:18,891 - Train: 1.50% [18800/1251000] [15.0/1000.0] [batch_t 0.118 (0.128)] [data_t 0.003] [optim_t 0.116] [lr 0.002255] [CE 5.030 (5.116)] [KD 8.127 (8.111)] 2024-10-11 21:16:25,207 - Train: 1.51% [18850/1251000] [15.1/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002261] [CE 4.919 (5.097)] [KD 8.044 (8.185)] 2024-10-11 21:16:31,381 - Train: 1.51% [18900/1251000] [15.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002267] [CE 5.149 (5.079)] [KD 8.275 (8.157)] 2024-10-11 21:16:37,399 - Train: 1.51% [18950/1251000] [15.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002273] [CE 5.161 (5.118)] [KD 7.894 (8.046)] 2024-10-11 21:16:43,437 - Train: 1.52% [19000/1251000] [15.2/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002279] [CE 5.281 (5.105)] [KD 8.335 (8.039)] 2024-10-11 21:16:49,368 - Train: 1.52% [19050/1251000] [15.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002285] [CE 4.885 (5.130)] [KD 7.773 (8.127)] 2024-10-11 21:16:55,381 - Train: 1.53% [19100/1251000] [15.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002291] [CE 5.155 (5.129)] [KD 8.096 (8.057)] 2024-10-11 21:17:01,457 - Train: 1.53% [19150/1251000] [15.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002297] [CE 4.838 (5.061)] [KD 8.035 (8.150)] 2024-10-11 21:17:07,583 - Train: 1.53% [19200/1251000] [15.3/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002303] [CE 4.748 (5.101)] [KD 7.827 (8.084)] 2024-10-11 21:17:13,687 - Train: 1.54% [19250/1251000] [15.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002309] [CE 4.905 (5.031)] [KD 8.059 (8.098)] 2024-10-11 21:17:19,852 - Train: 1.54% [19300/1251000] [15.4/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002315] [CE 5.211 (5.113)] [KD 8.147 (8.063)] 2024-10-11 21:17:25,900 - Train: 1.55% [19350/1251000] [15.5/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002321] [CE 4.864 (5.117)] [KD 7.968 (7.947)] 2024-10-11 21:17:31,985 - Train: 1.55% [19400/1251000] [15.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002327] [CE 4.519 (5.072)] [KD 8.060 (7.915)] 2024-10-11 21:17:38,100 - Train: 1.55% [19450/1251000] [15.5/1000.0] [batch_t 0.124 (0.122)] [data_t 0.002] [optim_t 0.121] [lr 0.002333] [CE 5.487 (5.109)] [KD 8.161 (8.037)] 2024-10-11 21:17:44,258 - Train: 1.56% [19500/1251000] [15.6/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002339] [CE 5.498 (5.163)] [KD 8.157 (8.048)] 2024-10-11 21:17:50,265 - Train: 1.56% [19550/1251000] [15.6/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002345] [CE 5.205 (5.151)] [KD 8.222 (8.172)] 2024-10-11 21:17:56,387 - Train: 1.57% [19600/1251000] [15.7/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.002351] [CE 4.941 (5.082)] [KD 8.192 (7.987)] 2024-10-11 21:18:02,507 - Train: 1.57% [19650/1251000] [15.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002357] [CE 5.513 (5.108)] [KD 8.526 (7.930)] 2024-10-11 21:18:08,869 - Train: 1.57% [19700/1251000] [15.7/1000.0] [batch_t 0.225 (0.127)] [data_t 0.002] [optim_t 0.223] [lr 0.002363] [CE 4.662 (5.092)] [KD 7.662 (8.133)] 2024-10-11 21:18:14,930 - Train: 1.58% [19750/1251000] [15.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002369] [CE 4.898 (5.143)] [KD 8.018 (8.099)] 2024-10-11 21:18:21,228 - Train: 1.58% [19800/1251000] [15.8/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.002375] [CE 5.176 (5.131)] [KD 7.974 (8.023)] 2024-10-11 21:18:27,451 - Train: 1.59% [19850/1251000] [15.9/1000.0] [batch_t 0.123 (0.124)] [data_t 0.002] [optim_t 0.121] [lr 0.002381] [CE 5.244 (4.993)] [KD 7.963 (7.959)] 2024-10-11 21:18:33,438 - Train: 1.59% [19900/1251000] [15.9/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002387] [CE 5.342 (5.100)] [KD 7.908 (8.019)] 2024-10-11 21:18:39,519 - Train: 1.59% [19950/1251000] [15.9/1000.0] [batch_t 0.125 (0.122)] [data_t 0.002] [optim_t 0.122] [lr 0.002393] [CE 5.012 (5.169)] [KD 7.915 (8.145)] 2024-10-11 21:18:45,654 - Train: 1.60% [20000/1251000] [16.0/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002399] [CE 4.889 (5.051)] [KD 7.898 (7.999)] 2024-10-11 21:18:47,550 - ==> Total time: 0:41:00 Eta: 1 day, 18:01:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:18:53,633 - Train: 1.60% [20050/1251000] [16.0/1000.0] [batch_t 0.114 (0.146)] [data_t 0.002] [optim_t 0.112] [lr 0.002405] [CE 4.864 (5.104)] [KD 7.967 (8.011)] 2024-10-11 21:18:59,871 - Train: 1.61% [20100/1251000] [16.1/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002411] [CE 4.879 (5.127)] [KD 8.208 (7.935)] 2024-10-11 21:19:05,797 - Train: 1.61% [20150/1251000] [16.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002417] [CE 4.902 (5.038)] [KD 7.653 (7.906)] 2024-10-11 21:19:11,613 - Train: 1.61% [20200/1251000] [16.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002423] [CE 5.177 (5.184)] [KD 7.746 (7.852)] 2024-10-11 21:19:17,462 - Train: 1.62% [20250/1251000] [16.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002429] [CE 4.978 (5.123)] [KD 7.680 (7.920)] 2024-10-11 21:19:23,439 - Train: 1.62% [20300/1251000] [16.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002434] [CE 5.309 (5.090)] [KD 8.102 (8.116)] 2024-10-11 21:19:29,407 - Train: 1.63% [20350/1251000] [16.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002440] [CE 5.294 (5.183)] [KD 7.707 (8.071)] 2024-10-11 21:19:35,430 - Train: 1.63% [20400/1251000] [16.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002446] [CE 5.173 (5.090)] [KD 7.925 (8.029)] 2024-10-11 21:19:41,255 - Train: 1.63% [20450/1251000] [16.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002452] [CE 5.113 (5.131)] [KD 8.185 (8.049)] 2024-10-11 21:19:47,437 - Train: 1.64% [20500/1251000] [16.4/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002458] [CE 4.826 (5.037)] [KD 7.857 (7.991)] 2024-10-11 21:19:53,621 - Train: 1.64% [20550/1251000] [16.4/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002464] [CE 4.497 (5.156)] [KD 8.235 (7.942)] 2024-10-11 21:19:59,590 - Train: 1.65% [20600/1251000] [16.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002470] [CE 5.262 (5.063)] [KD 8.100 (8.090)] 2024-10-11 21:20:05,466 - Train: 1.65% [20650/1251000] [16.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002476] [CE 5.128 (5.126)] [KD 7.933 (7.996)] 2024-10-11 21:20:11,558 - Train: 1.65% [20700/1251000] [16.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002482] [CE 5.212 (5.141)] [KD 8.209 (7.954)] 2024-10-11 21:20:17,432 - Train: 1.66% [20750/1251000] [16.6/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002488] [CE 5.196 (5.124)] [KD 8.094 (7.919)] 2024-10-11 21:20:23,552 - Train: 1.66% [20800/1251000] [16.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002494] [CE 4.831 (5.088)] [KD 7.538 (7.987)] 2024-10-11 21:20:29,405 - Train: 1.67% [20850/1251000] [16.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002500] [CE 5.401 (5.096)] [KD 8.143 (7.805)] 2024-10-11 21:20:35,669 - Train: 1.67% [20900/1251000] [16.7/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002506] [CE 4.698 (5.086)] [KD 8.193 (7.920)] 2024-10-11 21:20:41,867 - Train: 1.67% [20950/1251000] [16.7/1000.0] [batch_t 0.122 (0.124)] [data_t 0.003] [optim_t 0.120] [lr 0.002512] [CE 5.010 (5.055)] [KD 8.030 (7.932)] 2024-10-11 21:20:47,802 - Train: 1.68% [21000/1251000] [16.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002518] [CE 5.036 (5.099)] [KD 7.491 (7.931)] 2024-10-11 21:20:53,705 - Train: 1.68% [21050/1251000] [16.8/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002524] [CE 5.409 (5.121)] [KD 7.983 (7.991)] 2024-10-11 21:20:59,704 - Train: 1.69% [21100/1251000] [16.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002530] [CE 5.132 (5.121)] [KD 8.025 (7.956)] 2024-10-11 21:21:05,706 - Train: 1.69% [21150/1251000] [16.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002536] [CE 4.957 (5.103)] [KD 7.933 (7.869)] 2024-10-11 21:21:11,678 - Train: 1.69% [21200/1251000] [16.9/1000.0] [batch_t 0.256 (0.119)] [data_t 0.002] [optim_t 0.254] [lr 0.002542] [CE 5.178 (5.111)] [KD 7.711 (8.010)] 2024-10-11 21:21:17,514 - Train: 1.70% [21250/1251000] [17.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002548] [CE 5.044 (5.075)] [KD 7.400 (7.929)] 2024-10-11 21:21:19,456 - ==> Total time: 0:43:32 Eta: 1 day, 17:57:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:21:25,191 - Train: 1.70% [21300/1251000] [17.0/1000.0] [batch_t 0.276 (0.139)] [data_t 0.003] [optim_t 0.274] [lr 0.002554] [CE 4.683 (5.083)] [KD 8.112 (7.891)] 2024-10-11 21:21:31,210 - Train: 1.71% [21350/1251000] [17.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002560] [CE 5.042 (5.044)] [KD 7.517 (7.778)] 2024-10-11 21:21:37,235 - Train: 1.71% [21400/1251000] [17.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002566] [CE 4.886 (5.063)] [KD 7.888 (8.005)] 2024-10-11 21:21:43,107 - Train: 1.71% [21450/1251000] [17.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002572] [CE 5.174 (5.124)] [KD 7.692 (7.915)] 2024-10-11 21:21:48,860 - Train: 1.72% [21500/1251000] [17.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002578] [CE 5.032 (5.083)] [KD 7.637 (7.719)] 2024-10-11 21:21:54,764 - Train: 1.72% [21550/1251000] [17.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002584] [CE 5.213 (5.023)] [KD 7.718 (7.727)] 2024-10-11 21:22:00,861 - Train: 1.73% [21600/1251000] [17.3/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002590] [CE 4.855 (5.127)] [KD 8.071 (7.929)] 2024-10-11 21:22:06,914 - Train: 1.73% [21650/1251000] [17.3/1000.0] [batch_t 0.124 (0.121)] [data_t 0.002] [optim_t 0.121] [lr 0.002596] [CE 4.923 (5.154)] [KD 8.075 (8.007)] 2024-10-11 21:22:12,810 - Train: 1.73% [21700/1251000] [17.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002602] [CE 5.110 (5.082)] [KD 7.967 (7.804)] 2024-10-11 21:22:19,017 - Train: 1.74% [21750/1251000] [17.4/1000.0] [batch_t 0.120 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002608] [CE 4.978 (5.043)] [KD 8.119 (7.836)] 2024-10-11 21:22:25,246 - Train: 1.74% [21800/1251000] [17.4/1000.0] [batch_t 0.234 (0.124)] [data_t 0.003] [optim_t 0.231] [lr 0.002614] [CE 5.409 (5.127)] [KD 7.946 (7.829)] 2024-10-11 21:22:31,113 - Train: 1.75% [21850/1251000] [17.5/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002620] [CE 5.252 (5.104)] [KD 7.942 (7.908)] 2024-10-11 21:22:37,048 - Train: 1.75% [21900/1251000] [17.5/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002626] [CE 5.274 (5.130)] [KD 8.234 (7.870)] 2024-10-11 21:22:42,914 - Train: 1.75% [21950/1251000] [17.5/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002632] [CE 5.168 (5.083)] [KD 7.505 (7.874)] 2024-10-11 21:22:48,875 - Train: 1.76% [22000/1251000] [17.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002638] [CE 5.346 (5.059)] [KD 7.826 (7.823)] 2024-10-11 21:22:55,043 - Train: 1.76% [22050/1251000] [17.6/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002644] [CE 4.935 (5.020)] [KD 7.394 (7.789)] 2024-10-11 21:23:00,999 - Train: 1.77% [22100/1251000] [17.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002650] [CE 5.195 (5.082)] [KD 8.339 (7.858)] 2024-10-11 21:23:07,032 - Train: 1.77% [22150/1251000] [17.7/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002656] [CE 5.596 (5.094)] [KD 8.178 (7.922)] 2024-10-11 21:23:13,245 - Train: 1.77% [22200/1251000] [17.7/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002662] [CE 5.083 (5.123)] [KD 8.262 (7.901)] 2024-10-11 21:23:19,149 - Train: 1.78% [22250/1251000] [17.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002668] [CE 4.768 (5.122)] [KD 7.663 (7.932)] 2024-10-11 21:23:25,051 - Train: 1.78% [22300/1251000] [17.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002674] [CE 5.191 (5.083)] [KD 8.304 (7.849)] 2024-10-11 21:23:30,859 - Train: 1.79% [22350/1251000] [17.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002680] [CE 4.808 (5.064)] [KD 7.436 (7.816)] 2024-10-11 21:23:36,721 - Train: 1.79% [22400/1251000] [17.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002686] [CE 4.677 (5.147)] [KD 7.789 (7.861)] 2024-10-11 21:23:42,682 - Train: 1.79% [22450/1251000] [17.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002692] [CE 4.714 (5.074)] [KD 8.169 (7.936)] 2024-10-11 21:23:48,732 - Train: 1.80% [22500/1251000] [18.0/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002698] [CE 5.014 (5.078)] [KD 7.724 (7.932)] 2024-10-11 21:23:50,796 - ==> Total time: 0:46:03 Eta: 1 day, 17:52:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:23:56,447 - Train: 1.80% [22550/1251000] [18.0/1000.0] [batch_t 0.119 (0.128)] [data_t 0.003] [optim_t 0.116] [lr 0.002704] [CE 4.683 (5.004)] [KD 8.038 (7.652)] 2024-10-11 21:24:02,921 - Train: 1.81% [22600/1251000] [18.1/1000.0] [batch_t 0.122 (0.129)] [data_t 0.002] [optim_t 0.120] [lr 0.002710] [CE 5.133 (5.064)] [KD 7.751 (7.666)] 2024-10-11 21:24:09,002 - Train: 1.81% [22650/1251000] [18.1/1000.0] [batch_t 0.126 (0.122)] [data_t 0.002] [optim_t 0.124] [lr 0.002716] [CE 4.855 (5.088)] [KD 7.565 (7.859)] 2024-10-11 21:24:14,905 - Train: 1.81% [22700/1251000] [18.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002722] [CE 5.162 (5.016)] [KD 7.690 (7.793)] 2024-10-11 21:24:20,921 - Train: 1.82% [22750/1251000] [18.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002728] [CE 5.279 (5.080)] [KD 7.980 (7.751)] 2024-10-11 21:24:26,961 - Train: 1.82% [22800/1251000] [18.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002734] [CE 5.362 (5.068)] [KD 7.672 (7.849)] 2024-10-11 21:24:33,006 - Train: 1.83% [22850/1251000] [18.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002740] [CE 5.227 (5.086)] [KD 7.712 (7.931)] 2024-10-11 21:24:39,218 - Train: 1.83% [22900/1251000] [18.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002746] [CE 5.342 (5.110)] [KD 7.896 (7.733)] 2024-10-11 21:24:45,039 - Train: 1.83% [22950/1251000] [18.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002752] [CE 5.242 (5.096)] [KD 8.277 (7.868)] 2024-10-11 21:24:50,872 - Train: 1.84% [23000/1251000] [18.4/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002758] [CE 4.798 (5.111)] [KD 7.794 (7.935)] 2024-10-11 21:24:56,828 - Train: 1.84% [23050/1251000] [18.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002764] [CE 4.968 (5.017)] [KD 8.031 (7.722)] 2024-10-11 21:25:02,922 - Train: 1.85% [23100/1251000] [18.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002770] [CE 5.203 (5.120)] [KD 7.758 (7.869)] 2024-10-11 21:25:08,936 - Train: 1.85% [23150/1251000] [18.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002776] [CE 4.836 (5.062)] [KD 7.617 (7.702)] 2024-10-11 21:25:15,195 - Train: 1.85% [23200/1251000] [18.5/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.002782] [CE 5.036 (5.064)] [KD 7.587 (7.767)] 2024-10-11 21:25:21,106 - Train: 1.86% [23250/1251000] [18.6/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002788] [CE 4.811 (4.978)] [KD 8.006 (7.713)] 2024-10-11 21:25:27,227 - Train: 1.86% [23300/1251000] [18.6/1000.0] [batch_t 0.124 (0.122)] [data_t 0.002] [optim_t 0.121] [lr 0.002794] [CE 5.386 (5.066)] [KD 7.982 (7.726)] 2024-10-11 21:25:33,328 - Train: 1.87% [23350/1251000] [18.7/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002800] [CE 4.963 (5.037)] [KD 7.582 (7.775)] 2024-10-11 21:25:39,346 - Train: 1.87% [23400/1251000] [18.7/1000.0] [batch_t 0.127 (0.120)] [data_t 0.003] [optim_t 0.124] [lr 0.002806] [CE 5.332 (5.033)] [KD 7.996 (7.830)] 2024-10-11 21:25:45,760 - Train: 1.87% [23450/1251000] [18.7/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.112] [lr 0.002812] [CE 4.899 (5.055)] [KD 7.965 (7.758)] 2024-10-11 21:25:51,618 - Train: 1.88% [23500/1251000] [18.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002818] [CE 4.842 (5.075)] [KD 8.084 (7.776)] 2024-10-11 21:25:57,472 - Train: 1.88% [23550/1251000] [18.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002824] [CE 5.008 (5.034)] [KD 7.653 (7.809)] 2024-10-11 21:26:03,578 - Train: 1.89% [23600/1251000] [18.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002830] [CE 5.079 (5.044)] [KD 7.652 (7.642)] 2024-10-11 21:26:09,628 - Train: 1.89% [23650/1251000] [18.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002836] [CE 4.932 (5.031)] [KD 8.005 (7.726)] 2024-10-11 21:26:15,559 - Train: 1.89% [23700/1251000] [18.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002842] [CE 4.638 (5.069)] [KD 7.636 (7.816)] 2024-10-11 21:26:21,766 - Train: 1.90% [23750/1251000] [19.0/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002848] [CE 5.288 (5.031)] [KD 7.924 (7.846)] 2024-10-11 21:26:23,919 - ==> Total time: 0:48:36 Eta: 1 day, 17:49:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:26:29,130 - Train: 1.90% [23800/1251000] [19.0/1000.0] [batch_t 0.116 (0.131)] [data_t 0.003] [optim_t 0.114] [lr 0.002854] [CE 4.722 (4.924)] [KD 7.756 (7.510)] 2024-10-11 21:26:35,102 - Train: 1.91% [23850/1251000] [19.1/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.120] [lr 0.002860] [CE 5.197 (5.091)] [KD 8.114 (7.671)] 2024-10-11 21:26:41,197 - Train: 1.91% [23900/1251000] [19.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002866] [CE 4.857 (5.000)] [KD 7.827 (7.708)] 2024-10-11 21:26:47,287 - Train: 1.91% [23950/1251000] [19.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002872] [CE 4.957 (5.041)] [KD 7.571 (7.787)] 2024-10-11 21:26:53,195 - Train: 1.92% [24000/1251000] [19.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002878] [CE 5.293 (4.980)] [KD 7.642 (7.611)] 2024-10-11 21:26:59,082 - Train: 1.92% [24050/1251000] [19.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002884] [CE 4.894 (5.075)] [KD 7.592 (7.752)] 2024-10-11 21:27:05,019 - Train: 1.93% [24100/1251000] [19.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002890] [CE 5.613 (5.099)] [KD 7.803 (7.805)] 2024-10-11 21:27:11,471 - Train: 1.93% [24150/1251000] [19.3/1000.0] [batch_t 0.118 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.002896] [CE 4.822 (5.076)] [KD 7.607 (7.684)] 2024-10-11 21:27:17,622 - Train: 1.93% [24200/1251000] [19.3/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002902] [CE 4.964 (5.096)] [KD 7.978 (7.591)] 2024-10-11 21:27:23,471 - Train: 1.94% [24250/1251000] [19.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002908] [CE 4.994 (5.072)] [KD 7.189 (7.684)] 2024-10-11 21:27:29,429 - Train: 1.94% [24300/1251000] [19.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002914] [CE 4.623 (5.075)] [KD 7.728 (7.698)] 2024-10-11 21:27:35,408 - Train: 1.95% [24350/1251000] [19.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002920] [CE 5.159 (5.105)] [KD 7.391 (7.743)] 2024-10-11 21:27:41,287 - Train: 1.95% [24400/1251000] [19.5/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.119] [lr 0.002926] [CE 5.314 (5.057)] [KD 7.984 (7.650)] 2024-10-11 21:27:47,088 - Train: 1.95% [24450/1251000] [19.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002932] [CE 4.644 (4.948)] [KD 7.358 (7.658)] 2024-10-11 21:27:53,040 - Train: 1.96% [24500/1251000] [19.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002938] [CE 4.925 (5.052)] [KD 7.750 (7.671)] 2024-10-11 21:27:59,320 - Train: 1.96% [24550/1251000] [19.6/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002944] [CE 5.351 (5.033)] [KD 7.584 (7.697)] 2024-10-11 21:28:05,426 - Train: 1.97% [24600/1251000] [19.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002950] [CE 4.970 (5.027)] [KD 7.936 (7.732)] 2024-10-11 21:28:11,303 - Train: 1.97% [24650/1251000] [19.7/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002956] [CE 5.392 (5.050)] [KD 7.636 (7.739)] 2024-10-11 21:28:17,273 - Train: 1.97% [24700/1251000] [19.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002962] [CE 5.104 (5.075)] [KD 8.157 (7.830)] 2024-10-11 21:28:23,170 - Train: 1.98% [24750/1251000] [19.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 5.205 (5.148)] [KD 8.095 (7.902)] 2024-10-11 21:28:29,328 - Train: 1.98% [24800/1251000] [19.8/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002974] [CE 4.668 (5.026)] [KD 8.024 (7.773)] 2024-10-11 21:28:35,190 - Train: 1.99% [24850/1251000] [19.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002980] [CE 5.197 (5.126)] [KD 7.815 (7.876)] 2024-10-11 21:28:41,091 - Train: 1.99% [24900/1251000] [19.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002986] [CE 5.117 (5.053)] [KD 7.691 (7.703)] 2024-10-11 21:28:47,179 - Train: 1.99% [24950/1251000] [19.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002991] [CE 5.118 (5.024)] [KD 7.771 (7.735)] 2024-10-11 21:28:53,618 - Train: 2.00% [25000/1251000] [20.0/1000.0] [batch_t 0.120 (0.129)] [data_t 0.003] [optim_t 0.117] [lr 0.002997] [CE 5.049 (5.018)] [KD 7.231 (7.707)] 2024-10-11 21:29:00,737 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.091)] [top1_cnt 27059] [top5_cnt 39375] [top_all 50000] 2024-10-11 21:29:00,738 - net: 54.118 (78.750) 2024-10-11 21:29:05,785 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 24777] [top5_cnt 36985] [top_all 50000] 2024-10-11 21:29:05,786 - net_E: 49.554 (73.970) 2024-10-11 21:29:05,927 - Max [top1: 54.118 (epoch: 20)] [top1-ema: 49.554 (epoch: 20)] 2024-10-11 21:29:05,927 - ==> Total time: 0:51:18 Eta: 1 day, 17:54:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:29:14,637 - Train: 2.00% [25050/1251000] [20.0/1000.0] [batch_t 0.115 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002997] [CE 5.257 (5.093)] [KD 7.760 (7.721)] 2024-10-11 21:29:20,577 - Train: 2.01% [25100/1251000] [20.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002997] [CE 5.086 (5.023)] [KD 7.565 (7.704)] 2024-10-11 21:29:26,647 - Train: 2.01% [25150/1251000] [20.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002997] [CE 5.501 (5.106)] [KD 7.605 (7.630)] 2024-10-11 21:29:32,511 - Train: 2.01% [25200/1251000] [20.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002997] [CE 5.575 (5.064)] [KD 7.980 (7.767)] 2024-10-11 21:29:38,341 - Train: 2.02% [25250/1251000] [20.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002997] [CE 4.770 (5.065)] [KD 7.669 (7.697)] 2024-10-11 21:29:44,160 - Train: 2.02% [25300/1251000] [20.2/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002997] [CE 4.984 (5.065)] [KD 7.772 (7.739)] 2024-10-11 21:29:49,968 - Train: 2.03% [25350/1251000] [20.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002997] [CE 5.029 (5.005)] [KD 7.480 (7.696)] 2024-10-11 21:29:56,567 - Train: 2.03% [25400/1251000] [20.3/1000.0] [batch_t 0.119 (0.132)] [data_t 0.003] [optim_t 0.116] [lr 0.002997] [CE 5.229 (5.063)] [KD 7.933 (7.657)] 2024-10-11 21:30:02,670 - Train: 2.03% [25450/1251000] [20.3/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 4.682 (5.063)] [KD 7.436 (7.587)] 2024-10-11 21:30:08,561 - Train: 2.04% [25500/1251000] [20.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002997] [CE 5.092 (5.059)] [KD 7.732 (7.630)] 2024-10-11 21:30:14,609 - Train: 2.04% [25550/1251000] [20.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002997] [CE 5.325 (4.994)] [KD 8.070 (7.735)] 2024-10-11 21:30:20,460 - Train: 2.05% [25600/1251000] [20.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002997] [CE 5.229 (5.038)] [KD 7.727 (7.651)] 2024-10-11 21:30:26,361 - Train: 2.05% [25650/1251000] [20.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 5.052 (5.031)] [KD 7.987 (7.781)] 2024-10-11 21:30:32,433 - Train: 2.05% [25700/1251000] [20.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002997] [CE 5.320 (5.025)] [KD 7.787 (7.612)] 2024-10-11 21:30:38,341 - Train: 2.06% [25750/1251000] [20.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002997] [CE 4.914 (5.054)] [KD 8.061 (7.661)] 2024-10-11 21:30:44,480 - Train: 2.06% [25800/1251000] [20.6/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002997] [CE 5.166 (5.121)] [KD 7.735 (7.659)] 2024-10-11 21:30:50,661 - Train: 2.07% [25850/1251000] [20.7/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 5.300 (5.089)] [KD 7.574 (7.644)] 2024-10-11 21:30:56,461 - Train: 2.07% [25900/1251000] [20.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 5.055 (5.029)] [KD 7.539 (7.587)] 2024-10-11 21:31:02,455 - Train: 2.07% [25950/1251000] [20.7/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002997] [CE 4.966 (5.065)] [KD 7.448 (7.677)] 2024-10-11 21:31:08,618 - Train: 2.08% [26000/1251000] [20.8/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002997] [CE 4.923 (5.096)] [KD 7.529 (7.668)] 2024-10-11 21:31:14,449 - Train: 2.08% [26050/1251000] [20.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002997] [CE 5.273 (5.103)] [KD 7.991 (7.795)] 2024-10-11 21:31:20,512 - Train: 2.09% [26100/1251000] [20.9/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002997] [CE 4.876 (5.091)] [KD 7.488 (7.782)] 2024-10-11 21:31:26,518 - Train: 2.09% [26150/1251000] [20.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 4.901 (5.061)] [KD 7.839 (7.708)] 2024-10-11 21:31:32,464 - Train: 2.09% [26200/1251000] [20.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002997] [CE 5.443 (5.069)] [KD 7.445 (7.606)] 2024-10-11 21:31:39,164 - Train: 2.10% [26250/1251000] [21.0/1000.0] [batch_t 0.313 (0.134)] [data_t 0.003] [optim_t 0.310] [lr 0.002997] [CE 5.024 (4.979)] [KD 7.436 (7.597)] 2024-10-11 21:31:41,612 - ==> Total time: 0:53:54 Eta: 1 day, 17:52:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:31:46,889 - Train: 2.10% [26300/1251000] [21.0/1000.0] [batch_t 0.118 (0.139)] [data_t 0.003] [optim_t 0.116] [lr 0.002997] [CE 4.427 (4.945)] [KD 6.926 (7.342)] 2024-10-11 21:31:52,744 - Train: 2.11% [26350/1251000] [21.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 4.630 (5.045)] [KD 7.469 (7.536)] 2024-10-11 21:31:58,699 - Train: 2.11% [26400/1251000] [21.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002997] [CE 5.445 (5.025)] [KD 7.623 (7.577)] 2024-10-11 21:32:04,716 - Train: 2.11% [26450/1251000] [21.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002997] [CE 5.225 (5.111)] [KD 7.741 (7.707)] 2024-10-11 21:32:10,564 - Train: 2.12% [26500/1251000] [21.2/1000.0] [batch_t 0.123 (0.117)] [data_t 0.003] [optim_t 0.120] [lr 0.002997] [CE 5.172 (5.011)] [KD 7.580 (7.497)] 2024-10-11 21:32:16,562 - Train: 2.12% [26550/1251000] [21.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002997] [CE 4.667 (5.071)] [KD 7.466 (7.503)] 2024-10-11 21:32:22,550 - Train: 2.13% [26600/1251000] [21.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002997] [CE 5.298 (5.016)] [KD 7.672 (7.483)] 2024-10-11 21:32:29,058 - Train: 2.13% [26650/1251000] [21.3/1000.0] [batch_t 0.273 (0.130)] [data_t 0.002] [optim_t 0.271] [lr 0.002997] [CE 5.187 (5.030)] [KD 7.558 (7.516)] 2024-10-11 21:32:34,949 - Train: 2.13% [26700/1251000] [21.3/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002997] [CE 4.775 (5.049)] [KD 7.746 (7.462)] 2024-10-11 21:32:40,877 - Train: 2.14% [26750/1251000] [21.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002997] [CE 5.346 (5.016)] [KD 7.413 (7.513)] 2024-10-11 21:32:46,998 - Train: 2.14% [26800/1251000] [21.4/1000.0] [batch_t 0.133 (0.122)] [data_t 0.002] [optim_t 0.130] [lr 0.002997] [CE 5.365 (5.082)] [KD 7.724 (7.509)] 2024-10-11 21:32:53,038 - Train: 2.15% [26850/1251000] [21.5/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002997] [CE 5.251 (5.078)] [KD 7.565 (7.552)] 2024-10-11 21:32:59,038 - Train: 2.15% [26900/1251000] [21.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002997] [CE 5.430 (5.078)] [KD 7.661 (7.551)] 2024-10-11 21:33:05,188 - Train: 2.15% [26950/1251000] [21.5/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002997] [CE 4.945 (5.031)] [KD 7.436 (7.473)] 2024-10-11 21:33:11,081 - Train: 2.16% [27000/1251000] [21.6/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002997] [CE 5.491 (4.987)] [KD 7.674 (7.472)] 2024-10-11 21:33:17,148 - Train: 2.16% [27050/1251000] [21.6/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002997] [CE 4.772 (5.060)] [KD 7.345 (7.515)] 2024-10-11 21:33:23,261 - Train: 2.17% [27100/1251000] [21.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002997] [CE 5.326 (5.050)] [KD 7.625 (7.518)] 2024-10-11 21:33:29,248 - Train: 2.17% [27150/1251000] [21.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002997] [CE 4.835 (4.985)] [KD 7.176 (7.504)] 2024-10-11 21:33:35,163 - Train: 2.17% [27200/1251000] [21.7/1000.0] [batch_t 0.229 (0.118)] [data_t 0.003] [optim_t 0.226] [lr 0.002997] [CE 5.218 (5.014)] [KD 7.652 (7.554)] 2024-10-11 21:33:41,121 - Train: 2.18% [27250/1251000] [21.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002997] [CE 4.876 (5.040)] [KD 7.211 (7.456)] 2024-10-11 21:33:46,962 - Train: 2.18% [27300/1251000] [21.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002997] [CE 4.892 (5.003)] [KD 7.381 (7.391)] 2024-10-11 21:33:52,837 - Train: 2.19% [27350/1251000] [21.9/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002996] [CE 5.244 (5.080)] [KD 7.452 (7.465)] 2024-10-11 21:33:58,821 - Train: 2.19% [27400/1251000] [21.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.885 (5.080)] [KD 7.641 (7.502)] 2024-10-11 21:34:04,883 - Train: 2.19% [27450/1251000] [21.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002996] [CE 5.067 (4.972)] [KD 7.376 (7.472)] 2024-10-11 21:34:11,256 - Train: 2.20% [27500/1251000] [22.0/1000.0] [batch_t 0.120 (0.127)] [data_t 0.003] [optim_t 0.117] [lr 0.002996] [CE 4.460 (5.048)] [KD 7.151 (7.481)] 2024-10-11 21:34:13,820 - ==> Total time: 0:56:26 Eta: 1 day, 17:49:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:34:18,516 - Train: 2.20% [27550/1251000] [22.0/1000.0] [batch_t 0.114 (0.131)] [data_t 0.002] [optim_t 0.111] [lr 0.002996] [CE 4.840 (4.970)] [KD 7.216 (7.339)] 2024-10-11 21:34:24,498 - Train: 2.21% [27600/1251000] [22.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.907 (5.038)] [KD 7.516 (7.477)] 2024-10-11 21:34:30,402 - Train: 2.21% [27650/1251000] [22.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 5.153 (5.011)] [KD 7.181 (7.411)] 2024-10-11 21:34:36,543 - Train: 2.21% [27700/1251000] [22.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.208 (5.058)] [KD 7.440 (7.540)] 2024-10-11 21:34:42,637 - Train: 2.22% [27750/1251000] [22.2/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002996] [CE 5.233 (5.047)] [KD 7.571 (7.411)] 2024-10-11 21:34:48,953 - Train: 2.22% [27800/1251000] [22.2/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 5.033 (5.023)] [KD 7.021 (7.345)] 2024-10-11 21:34:54,850 - Train: 2.23% [27850/1251000] [22.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.959 (5.019)] [KD 7.177 (7.389)] 2024-10-11 21:35:00,819 - Train: 2.23% [27900/1251000] [22.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002996] [CE 5.295 (5.030)] [KD 7.290 (7.494)] 2024-10-11 21:35:06,899 - Train: 2.23% [27950/1251000] [22.3/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.967 (4.962)] [KD 7.060 (7.351)] 2024-10-11 21:35:12,849 - Train: 2.24% [28000/1251000] [22.4/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.002996] [CE 4.664 (5.005)] [KD 7.410 (7.471)] 2024-10-11 21:35:18,750 - Train: 2.24% [28050/1251000] [22.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.106 (5.013)] [KD 7.303 (7.412)] 2024-10-11 21:35:24,791 - Train: 2.25% [28100/1251000] [22.5/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.758 (4.970)] [KD 7.167 (7.419)] 2024-10-11 21:35:30,692 - Train: 2.25% [28150/1251000] [22.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.793 (4.978)] [KD 7.506 (7.405)] 2024-10-11 21:35:36,494 - Train: 2.25% [28200/1251000] [22.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.903 (4.955)] [KD 7.220 (7.357)] 2024-10-11 21:35:42,427 - Train: 2.26% [28250/1251000] [22.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.993 (4.940)] [KD 7.372 (7.248)] 2024-10-11 21:35:48,433 - Train: 2.26% [28300/1251000] [22.6/1000.0] [batch_t 0.237 (0.120)] [data_t 0.002] [optim_t 0.234] [lr 0.002996] [CE 5.224 (5.061)] [KD 7.099 (7.426)] 2024-10-11 21:35:54,589 - Train: 2.27% [28350/1251000] [22.7/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.998 (5.031)] [KD 7.683 (7.500)] 2024-10-11 21:36:00,378 - Train: 2.27% [28400/1251000] [22.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 5.099 (4.990)] [KD 7.409 (7.377)] 2024-10-11 21:36:06,353 - Train: 2.27% [28450/1251000] [22.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.673 (4.977)] [KD 7.286 (7.369)] 2024-10-11 21:36:12,302 - Train: 2.28% [28500/1251000] [22.8/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002996] [CE 5.116 (4.987)] [KD 7.527 (7.359)] 2024-10-11 21:36:18,282 - Train: 2.28% [28550/1251000] [22.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002996] [CE 5.103 (5.037)] [KD 7.527 (7.319)] 2024-10-11 21:36:24,224 - Train: 2.29% [28600/1251000] [22.9/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002996] [CE 4.904 (4.980)] [KD 7.318 (7.441)] 2024-10-11 21:36:30,306 - Train: 2.29% [28650/1251000] [22.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002996] [CE 5.263 (4.922)] [KD 7.612 (7.287)] 2024-10-11 21:36:36,216 - Train: 2.29% [28700/1251000] [22.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 5.042 (5.098)] [KD 7.314 (7.436)] 2024-10-11 21:36:42,160 - Train: 2.30% [28750/1251000] [23.0/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.958 (5.057)] [KD 7.616 (7.543)] 2024-10-11 21:36:44,963 - ==> Total time: 0:58:57 Eta: 1 day, 17:44:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:36:49,655 - Train: 2.30% [28800/1251000] [23.0/1000.0] [batch_t 0.118 (0.137)] [data_t 0.003] [optim_t 0.116] [lr 0.002996] [CE 5.111 (5.101)] [KD 6.999 (7.321)] 2024-10-11 21:36:55,676 - Train: 2.31% [28850/1251000] [23.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002996] [CE 5.036 (4.962)] [KD 7.092 (7.288)] 2024-10-11 21:37:01,615 - Train: 2.31% [28900/1251000] [23.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002996] [CE 4.909 (4.965)] [KD 7.506 (7.316)] 2024-10-11 21:37:07,679 - Train: 2.31% [28950/1251000] [23.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002996] [CE 4.715 (4.970)] [KD 7.006 (7.304)] 2024-10-11 21:37:13,688 - Train: 2.32% [29000/1251000] [23.2/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002996] [CE 4.835 (5.044)] [KD 7.131 (7.279)] 2024-10-11 21:37:19,577 - Train: 2.32% [29050/1251000] [23.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.853 (4.982)] [KD 7.130 (7.216)] 2024-10-11 21:37:25,547 - Train: 2.33% [29100/1251000] [23.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 5.227 (5.013)] [KD 7.952 (7.268)] 2024-10-11 21:37:31,567 - Train: 2.33% [29150/1251000] [23.3/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002996] [CE 5.493 (5.054)] [KD 7.762 (7.508)] 2024-10-11 21:37:37,737 - Train: 2.33% [29200/1251000] [23.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 5.480 (4.972)] [KD 7.244 (7.388)] 2024-10-11 21:37:43,731 - Train: 2.34% [29250/1251000] [23.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002996] [CE 5.045 (5.024)] [KD 6.942 (7.270)] 2024-10-11 21:37:49,892 - Train: 2.34% [29300/1251000] [23.4/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002996] [CE 5.234 (4.935)] [KD 7.592 (7.275)] 2024-10-11 21:37:55,879 - Train: 2.35% [29350/1251000] [23.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.042 (4.945)] [KD 7.291 (7.269)] 2024-10-11 21:38:01,771 - Train: 2.35% [29400/1251000] [23.5/1000.0] [batch_t 0.126 (0.118)] [data_t 0.002] [optim_t 0.123] [lr 0.002996] [CE 4.590 (4.974)] [KD 7.243 (7.373)] 2024-10-11 21:38:07,843 - Train: 2.35% [29450/1251000] [23.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002996] [CE 4.552 (4.945)] [KD 7.058 (7.247)] 2024-10-11 21:38:13,839 - Train: 2.36% [29500/1251000] [23.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 5.427 (5.019)] [KD 7.577 (7.295)] 2024-10-11 21:38:20,039 - Train: 2.36% [29550/1251000] [23.6/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.063 (4.970)] [KD 7.338 (7.288)] 2024-10-11 21:38:26,057 - Train: 2.37% [29600/1251000] [23.7/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002996] [CE 5.093 (5.011)] [KD 7.081 (7.230)] 2024-10-11 21:38:32,105 - Train: 2.37% [29650/1251000] [23.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.186 (5.060)] [KD 7.570 (7.244)] 2024-10-11 21:38:38,138 - Train: 2.37% [29700/1251000] [23.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002996] [CE 4.539 (5.026)] [KD 6.990 (7.263)] 2024-10-11 21:38:44,181 - Train: 2.38% [29750/1251000] [23.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 4.846 (4.912)] [KD 7.384 (7.131)] 2024-10-11 21:38:50,248 - Train: 2.38% [29800/1251000] [23.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002996] [CE 5.264 (4.987)] [KD 7.259 (7.264)] 2024-10-11 21:38:56,076 - Train: 2.39% [29850/1251000] [23.9/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002996] [CE 5.153 (4.981)] [KD 7.309 (7.115)] 2024-10-11 21:39:02,072 - Train: 2.39% [29900/1251000] [23.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.277 (4.972)] [KD 7.341 (7.205)] 2024-10-11 21:39:07,905 - Train: 2.39% [29950/1251000] [23.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002996] [CE 5.399 (5.002)] [KD 7.625 (7.268)] 2024-10-11 21:39:13,901 - Train: 2.40% [30000/1251000] [24.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.089 (5.039)] [KD 7.293 (7.237)] 2024-10-11 21:39:16,886 - ==> Total time: 1:01:29 Eta: 1 day, 17:40:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:39:21,999 - Train: 2.40% [30050/1251000] [24.0/1000.0] [batch_t 0.254 (0.143)] [data_t 0.003] [optim_t 0.252] [lr 0.002996] [CE 5.383 (5.024)] [KD 7.137 (7.235)] 2024-10-11 21:39:27,793 - Train: 2.41% [30100/1251000] [24.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002996] [CE 4.596 (4.950)] [KD 7.109 (7.158)] 2024-10-11 21:39:33,765 - Train: 2.41% [30150/1251000] [24.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 5.096 (4.985)] [KD 7.119 (7.106)] 2024-10-11 21:39:39,674 - Train: 2.41% [30200/1251000] [24.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002996] [CE 4.449 (4.952)] [KD 7.153 (7.078)] 2024-10-11 21:39:45,551 - Train: 2.42% [30250/1251000] [24.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002996] [CE 5.280 (5.008)] [KD 7.169 (7.210)] 2024-10-11 21:39:51,505 - Train: 2.42% [30300/1251000] [24.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 5.041 (4.926)] [KD 7.122 (7.168)] 2024-10-11 21:39:57,445 - Train: 2.43% [30350/1251000] [24.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002996] [CE 4.756 (4.940)] [KD 6.822 (7.255)] 2024-10-11 21:40:03,365 - Train: 2.43% [30400/1251000] [24.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.723 (4.960)] [KD 6.998 (7.161)] 2024-10-11 21:40:09,436 - Train: 2.43% [30450/1251000] [24.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002996] [CE 5.284 (5.021)] [KD 7.259 (7.092)] 2024-10-11 21:40:15,375 - Train: 2.44% [30500/1251000] [24.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.779 (4.995)] [KD 7.517 (7.072)] 2024-10-11 21:40:21,469 - Train: 2.44% [30550/1251000] [24.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 5.064 (5.048)] [KD 7.114 (7.300)] 2024-10-11 21:40:27,608 - Train: 2.45% [30600/1251000] [24.5/1000.0] [batch_t 0.243 (0.123)] [data_t 0.002] [optim_t 0.241] [lr 0.002996] [CE 5.123 (4.994)] [KD 7.179 (7.263)] 2024-10-11 21:40:33,425 - Train: 2.45% [30650/1251000] [24.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002996] [CE 5.510 (4.985)] [KD 7.106 (7.143)] 2024-10-11 21:40:39,222 - Train: 2.45% [30700/1251000] [24.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.893 (4.996)] [KD 7.161 (7.289)] 2024-10-11 21:40:45,013 - Train: 2.46% [30750/1251000] [24.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002996] [CE 5.249 (4.993)] [KD 7.484 (7.227)] 2024-10-11 21:40:50,912 - Train: 2.46% [30800/1251000] [24.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002996] [CE 4.767 (4.980)] [KD 7.391 (7.272)] 2024-10-11 21:40:57,075 - Train: 2.47% [30850/1251000] [24.7/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002996] [CE 5.007 (5.012)] [KD 7.172 (7.217)] 2024-10-11 21:41:03,228 - Train: 2.47% [30900/1251000] [24.7/1000.0] [batch_t 0.122 (0.123)] [data_t 0.003] [optim_t 0.120] [lr 0.002996] [CE 5.058 (4.976)] [KD 7.280 (7.276)] 2024-10-11 21:41:09,027 - Train: 2.47% [30950/1251000] [24.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.866 (4.978)] [KD 7.184 (7.233)] 2024-10-11 21:41:14,945 - Train: 2.48% [31000/1251000] [24.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002996] [CE 4.888 (5.071)] [KD 7.184 (7.203)] 2024-10-11 21:41:20,974 - Train: 2.48% [31050/1251000] [24.8/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002995] [CE 4.648 (5.004)] [KD 7.135 (7.181)] 2024-10-11 21:41:26,949 - Train: 2.49% [31100/1251000] [24.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 4.840 (4.999)] [KD 6.876 (7.169)] 2024-10-11 21:41:32,949 - Train: 2.49% [31150/1251000] [24.9/1000.0] [batch_t 0.242 (0.120)] [data_t 0.002] [optim_t 0.240] [lr 0.002995] [CE 5.298 (5.026)] [KD 7.138 (7.223)] 2024-10-11 21:41:38,873 - Train: 2.49% [31200/1251000] [24.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002995] [CE 4.740 (4.989)] [KD 6.938 (7.142)] 2024-10-11 21:41:45,068 - Train: 2.50% [31250/1251000] [25.0/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 4.948 (5.014)] [KD 7.009 (7.156)] 2024-10-11 21:41:52,878 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.095)] [top1_cnt 28607] [top5_cnt 40582] [top_all 50000] 2024-10-11 21:41:52,878 - net: 57.214 (81.164) 2024-10-11 21:41:57,952 - Test (net_E): 100.00% [50/50] [batch_t 0.053 (0.095)] [top1_cnt 30004] [top5_cnt 41427] [top_all 50000] 2024-10-11 21:41:57,953 - net_E: 60.008 (82.854) 2024-10-11 21:41:58,084 - Max [top1: 57.214 (epoch: 25)] [top1-ema: 60.008 (epoch: 25)] 2024-10-11 21:41:58,085 - ==> Total time: 1:04:10 Eta: 1 day, 17:42:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:42:05,403 - Train: 2.50% [31300/1251000] [25.0/1000.0] [batch_t 0.114 (0.131)] [data_t 0.003] [optim_t 0.111] [lr 0.002995] [CE 4.944 (4.928)] [KD 7.213 (7.055)] 2024-10-11 21:42:11,186 - Train: 2.51% [31350/1251000] [25.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002995] [CE 4.838 (4.979)] [KD 7.105 (7.043)] 2024-10-11 21:42:17,188 - Train: 2.51% [31400/1251000] [25.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002995] [CE 4.907 (4.941)] [KD 6.795 (7.088)] 2024-10-11 21:42:23,449 - Train: 2.51% [31450/1251000] [25.1/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 4.395 (5.034)] [KD 6.826 (7.130)] 2024-10-11 21:42:29,450 - Train: 2.52% [31500/1251000] [25.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002995] [CE 5.095 (4.950)] [KD 7.224 (7.221)] 2024-10-11 21:42:35,321 - Train: 2.52% [31550/1251000] [25.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002995] [CE 4.833 (4.967)] [KD 6.937 (7.148)] 2024-10-11 21:42:41,296 - Train: 2.53% [31600/1251000] [25.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002995] [CE 5.246 (4.978)] [KD 7.137 (7.085)] 2024-10-11 21:42:47,270 - Train: 2.53% [31650/1251000] [25.3/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002995] [CE 5.027 (4.995)] [KD 7.478 (7.170)] 2024-10-11 21:42:53,238 - Train: 2.53% [31700/1251000] [25.3/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002995] [CE 4.773 (4.977)] [KD 7.208 (7.182)] 2024-10-11 21:42:59,306 - Train: 2.54% [31750/1251000] [25.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 5.095 (4.927)] [KD 7.322 (7.163)] 2024-10-11 21:43:05,354 - Train: 2.54% [31800/1251000] [25.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 4.875 (4.922)] [KD 7.047 (7.091)] 2024-10-11 21:43:11,475 - Train: 2.55% [31850/1251000] [25.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002995] [CE 4.754 (4.937)] [KD 7.187 (7.153)] 2024-10-11 21:43:17,509 - Train: 2.55% [31900/1251000] [25.5/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002995] [CE 5.390 (4.966)] [KD 7.088 (7.171)] 2024-10-11 21:43:23,357 - Train: 2.55% [31950/1251000] [25.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 4.419 (4.910)] [KD 6.501 (7.045)] 2024-10-11 21:43:29,328 - Train: 2.56% [32000/1251000] [25.6/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002995] [CE 5.016 (4.988)] [KD 7.438 (7.092)] 2024-10-11 21:43:35,402 - Train: 2.56% [32050/1251000] [25.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002995] [CE 5.407 (4.994)] [KD 7.217 (7.087)] 2024-10-11 21:43:41,455 - Train: 2.57% [32100/1251000] [25.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002995] [CE 4.364 (4.992)] [KD 6.776 (7.029)] 2024-10-11 21:43:47,329 - Train: 2.57% [32150/1251000] [25.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002995] [CE 4.593 (4.969)] [KD 6.937 (7.012)] 2024-10-11 21:43:53,114 - Train: 2.57% [32200/1251000] [25.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 4.715 (4.968)] [KD 7.232 (7.108)] 2024-10-11 21:43:59,026 - Train: 2.58% [32250/1251000] [25.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 4.721 (4.908)] [KD 7.048 (7.041)] 2024-10-11 21:44:05,203 - Train: 2.58% [32300/1251000] [25.8/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002995] [CE 4.646 (4.947)] [KD 7.248 (7.100)] 2024-10-11 21:44:11,152 - Train: 2.59% [32350/1251000] [25.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002995] [CE 4.586 (4.967)] [KD 6.761 (7.115)] 2024-10-11 21:44:16,978 - Train: 2.59% [32400/1251000] [25.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002995] [CE 4.967 (5.010)] [KD 6.765 (7.161)] 2024-10-11 21:44:22,745 - Train: 2.59% [32450/1251000] [25.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002995] [CE 5.238 (4.985)] [KD 7.418 (7.121)] 2024-10-11 21:44:28,791 - Train: 2.60% [32500/1251000] [26.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002995] [CE 5.136 (4.982)] [KD 7.210 (7.182)] 2024-10-11 21:44:32,005 - ==> Total time: 1:06:44 Eta: 1 day, 17:40:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:44:36,570 - Train: 2.60% [32550/1251000] [26.0/1000.0] [batch_t 0.117 (0.130)] [data_t 0.003] [optim_t 0.115] [lr 0.002995] [CE 4.873 (5.021)] [KD 6.980 (7.084)] 2024-10-11 21:44:42,523 - Train: 2.61% [32600/1251000] [26.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002995] [CE 5.093 (4.929)] [KD 6.972 (6.959)] 2024-10-11 21:44:48,450 - Train: 2.61% [32650/1251000] [26.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002995] [CE 5.234 (4.916)] [KD 7.273 (6.989)] 2024-10-11 21:44:54,416 - Train: 2.61% [32700/1251000] [26.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002995] [CE 5.096 (4.984)] [KD 7.156 (7.031)] 2024-10-11 21:45:00,341 - Train: 2.62% [32750/1251000] [26.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002995] [CE 4.943 (4.952)] [KD 7.432 (7.097)] 2024-10-11 21:45:06,665 - Train: 2.62% [32800/1251000] [26.2/1000.0] [batch_t 0.121 (0.126)] [data_t 0.002] [optim_t 0.119] [lr 0.002995] [CE 4.966 (4.941)] [KD 6.980 (7.011)] 2024-10-11 21:45:12,564 - Train: 2.63% [32850/1251000] [26.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 5.094 (4.905)] [KD 7.113 (6.989)] 2024-10-11 21:45:18,546 - Train: 2.63% [32900/1251000] [26.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 5.238 (4.981)] [KD 7.107 (6.986)] 2024-10-11 21:45:24,434 - Train: 2.63% [32950/1251000] [26.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 4.905 (4.956)] [KD 6.927 (7.035)] 2024-10-11 21:45:30,502 - Train: 2.64% [33000/1251000] [26.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 4.974 (5.002)] [KD 7.095 (7.050)] 2024-10-11 21:45:36,440 - Train: 2.64% [33050/1251000] [26.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 5.053 (5.022)] [KD 7.258 (7.052)] 2024-10-11 21:45:42,653 - Train: 2.65% [33100/1251000] [26.5/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002995] [CE 4.553 (4.941)] [KD 7.036 (7.001)] 2024-10-11 21:45:48,643 - Train: 2.65% [33150/1251000] [26.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002995] [CE 5.027 (4.930)] [KD 6.936 (6.943)] 2024-10-11 21:45:54,831 - Train: 2.65% [33200/1251000] [26.5/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002995] [CE 5.161 (4.993)] [KD 6.802 (7.091)] 2024-10-11 21:46:00,674 - Train: 2.66% [33250/1251000] [26.6/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002995] [CE 5.151 (5.010)] [KD 7.112 (7.065)] 2024-10-11 21:46:06,574 - Train: 2.66% [33300/1251000] [26.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002995] [CE 4.322 (5.000)] [KD 6.588 (7.109)] 2024-10-11 21:46:12,591 - Train: 2.67% [33350/1251000] [26.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002995] [CE 5.366 (4.950)] [KD 7.011 (7.056)] 2024-10-11 21:46:18,710 - Train: 2.67% [33400/1251000] [26.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002995] [CE 5.009 (4.893)] [KD 7.006 (6.909)] 2024-10-11 21:46:24,617 - Train: 2.67% [33450/1251000] [26.7/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.120] [lr 0.002995] [CE 5.232 (4.969)] [KD 6.944 (6.967)] 2024-10-11 21:46:30,795 - Train: 2.68% [33500/1251000] [26.8/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002995] [CE 4.792 (4.950)] [KD 6.863 (7.015)] 2024-10-11 21:46:36,856 - Train: 2.68% [33550/1251000] [26.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 4.751 (4.997)] [KD 6.842 (7.106)] 2024-10-11 21:46:43,083 - Train: 2.69% [33600/1251000] [26.9/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002995] [CE 4.889 (4.947)] [KD 7.011 (6.972)] 2024-10-11 21:46:49,163 - Train: 2.69% [33650/1251000] [26.9/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 5.428 (4.991)] [KD 7.131 (6.984)] 2024-10-11 21:46:54,950 - Train: 2.69% [33700/1251000] [26.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002995] [CE 4.808 (4.950)] [KD 6.778 (7.109)] 2024-10-11 21:47:00,964 - Train: 2.70% [33750/1251000] [27.0/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002995] [CE 4.929 (4.926)] [KD 7.116 (6.972)] 2024-10-11 21:47:04,023 - ==> Total time: 1:09:16 Eta: 1 day, 17:36:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:47:09,631 - Train: 2.70% [33800/1251000] [27.0/1000.0] [batch_t 0.119 (0.130)] [data_t 0.003] [optim_t 0.116] [lr 0.002995] [CE 4.618 (4.871)] [KD 6.999 (6.968)] 2024-10-11 21:47:15,410 - Train: 2.71% [33850/1251000] [27.1/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 5.290 (4.953)] [KD 6.703 (6.932)] 2024-10-11 21:47:21,293 - Train: 2.71% [33900/1251000] [27.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002995] [CE 5.081 (4.964)] [KD 6.854 (6.952)] 2024-10-11 21:47:27,510 - Train: 2.71% [33950/1251000] [27.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002995] [CE 5.373 (4.945)] [KD 7.219 (7.059)] 2024-10-11 21:47:33,618 - Train: 2.72% [34000/1251000] [27.2/1000.0] [batch_t 0.111 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.002995] [CE 4.814 (4.981)] [KD 7.124 (7.054)] 2024-10-11 21:47:39,431 - Train: 2.72% [34050/1251000] [27.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002995] [CE 5.108 (4.950)] [KD 7.198 (7.023)] 2024-10-11 21:47:45,197 - Train: 2.73% [34100/1251000] [27.3/1000.0] [batch_t 0.121 (0.115)] [data_t 0.003] [optim_t 0.118] [lr 0.002995] [CE 4.813 (4.953)] [KD 6.935 (7.019)] 2024-10-11 21:47:51,090 - Train: 2.73% [34150/1251000] [27.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002995] [CE 5.341 (4.898)] [KD 7.024 (6.962)] 2024-10-11 21:47:57,219 - Train: 2.73% [34200/1251000] [27.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002995] [CE 5.298 (5.002)] [KD 7.091 (6.973)] 2024-10-11 21:48:03,145 - Train: 2.74% [34250/1251000] [27.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002995] [CE 4.992 (4.974)] [KD 6.946 (7.013)] 2024-10-11 21:48:08,891 - Train: 2.74% [34300/1251000] [27.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 5.110 (4.948)] [KD 6.997 (6.993)] 2024-10-11 21:48:14,793 - Train: 2.75% [34350/1251000] [27.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002994] [CE 5.051 (4.953)] [KD 6.812 (6.944)] 2024-10-11 21:48:20,742 - Train: 2.75% [34400/1251000] [27.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002994] [CE 4.972 (4.947)] [KD 7.191 (6.904)] 2024-10-11 21:48:26,800 - Train: 2.75% [34450/1251000] [27.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 5.019 (4.933)] [KD 7.090 (6.944)] 2024-10-11 21:48:33,057 - Train: 2.76% [34500/1251000] [27.6/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002994] [CE 5.000 (4.910)] [KD 7.050 (6.957)] 2024-10-11 21:48:38,856 - Train: 2.76% [34550/1251000] [27.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002994] [CE 4.886 (4.873)] [KD 7.322 (6.931)] 2024-10-11 21:48:44,776 - Train: 2.77% [34600/1251000] [27.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 4.376 (4.991)] [KD 6.358 (7.050)] 2024-10-11 21:48:50,507 - Train: 2.77% [34650/1251000] [27.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002994] [CE 4.747 (4.945)] [KD 6.908 (6.971)] 2024-10-11 21:48:56,303 - Train: 2.77% [34700/1251000] [27.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 4.493 (4.956)] [KD 6.978 (7.004)] 2024-10-11 21:49:02,135 - Train: 2.78% [34750/1251000] [27.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002994] [CE 5.098 (4.897)] [KD 7.346 (6.925)] 2024-10-11 21:49:08,456 - Train: 2.78% [34800/1251000] [27.8/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.117] [lr 0.002994] [CE 4.903 (4.933)] [KD 7.061 (6.938)] 2024-10-11 21:49:14,658 - Train: 2.79% [34850/1251000] [27.9/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002994] [CE 4.274 (4.991)] [KD 6.882 (6.890)] 2024-10-11 21:49:20,481 - Train: 2.79% [34900/1251000] [27.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002994] [CE 4.823 (4.940)] [KD 6.975 (7.017)] 2024-10-11 21:49:26,319 - Train: 2.79% [34950/1251000] [27.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002994] [CE 5.091 (4.929)] [KD 7.141 (6.929)] 2024-10-11 21:49:32,240 - Train: 2.80% [35000/1251000] [28.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002994] [CE 4.799 (4.966)] [KD 7.087 (6.957)] 2024-10-11 21:49:35,457 - ==> Total time: 1:11:48 Eta: 1 day, 17:32:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:49:39,847 - Train: 2.80% [35050/1251000] [28.0/1000.0] [batch_t 0.114 (0.127)] [data_t 0.002] [optim_t 0.111] [lr 0.002994] [CE 5.155 (4.854)] [KD 6.985 (6.944)] 2024-10-11 21:49:46,008 - Train: 2.81% [35100/1251000] [28.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002994] [CE 4.709 (4.919)] [KD 6.842 (6.882)] 2024-10-11 21:49:52,146 - Train: 2.81% [35150/1251000] [28.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002994] [CE 4.305 (4.917)] [KD 6.911 (7.061)] 2024-10-11 21:49:57,855 - Train: 2.81% [35200/1251000] [28.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002994] [CE 5.129 (4.893)] [KD 7.429 (7.005)] 2024-10-11 21:50:03,575 - Train: 2.82% [35250/1251000] [28.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 4.595 (4.873)] [KD 7.083 (6.916)] 2024-10-11 21:50:09,495 - Train: 2.82% [35300/1251000] [28.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002994] [CE 4.983 (4.968)] [KD 7.058 (6.994)] 2024-10-11 21:50:15,255 - Train: 2.83% [35350/1251000] [28.3/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002994] [CE 4.835 (4.951)] [KD 6.547 (6.965)] 2024-10-11 21:50:21,073 - Train: 2.83% [35400/1251000] [28.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002994] [CE 4.582 (4.878)] [KD 6.748 (6.891)] 2024-10-11 21:50:27,117 - Train: 2.83% [35450/1251000] [28.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 4.796 (4.964)] [KD 6.737 (7.073)] 2024-10-11 21:50:33,292 - Train: 2.84% [35500/1251000] [28.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 5.484 (4.983)] [KD 7.310 (6.995)] 2024-10-11 21:50:39,130 - Train: 2.84% [35550/1251000] [28.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002994] [CE 4.401 (5.011)] [KD 6.859 (7.044)] 2024-10-11 21:50:45,163 - Train: 2.85% [35600/1251000] [28.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 4.485 (4.958)] [KD 6.901 (7.045)] 2024-10-11 21:50:50,942 - Train: 2.85% [35650/1251000] [28.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 4.904 (4.902)] [KD 7.245 (7.096)] 2024-10-11 21:50:56,815 - Train: 2.85% [35700/1251000] [28.5/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.119] [lr 0.002994] [CE 4.913 (4.935)] [KD 7.099 (7.012)] 2024-10-11 21:51:02,565 - Train: 2.86% [35750/1251000] [28.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 4.760 (4.923)] [KD 6.746 (6.858)] 2024-10-11 21:51:08,348 - Train: 2.86% [35800/1251000] [28.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002994] [CE 5.320 (4.968)] [KD 7.615 (6.992)] 2024-10-11 21:51:14,431 - Train: 2.87% [35850/1251000] [28.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002994] [CE 5.005 (4.944)] [KD 7.077 (6.951)] 2024-10-11 21:51:20,416 - Train: 2.87% [35900/1251000] [28.7/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002994] [CE 4.880 (4.886)] [KD 6.783 (6.895)] 2024-10-11 21:51:26,775 - Train: 2.87% [35950/1251000] [28.7/1000.0] [batch_t 0.114 (0.127)] [data_t 0.002] [optim_t 0.111] [lr 0.002994] [CE 4.934 (4.922)] [KD 7.146 (6.866)] 2024-10-11 21:51:32,953 - Train: 2.88% [36000/1251000] [28.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002994] [CE 5.313 (4.942)] [KD 6.704 (6.927)] 2024-10-11 21:51:38,931 - Train: 2.88% [36050/1251000] [28.8/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002994] [CE 4.727 (4.945)] [KD 6.830 (6.928)] 2024-10-11 21:51:44,899 - Train: 2.89% [36100/1251000] [28.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 5.127 (4.925)] [KD 7.056 (6.874)] 2024-10-11 21:51:50,992 - Train: 2.89% [36150/1251000] [28.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002994] [CE 4.786 (4.912)] [KD 7.042 (6.890)] 2024-10-11 21:51:56,939 - Train: 2.89% [36200/1251000] [28.9/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.120] [lr 0.002994] [CE 4.845 (4.930)] [KD 7.051 (6.852)] 2024-10-11 21:52:02,861 - Train: 2.90% [36250/1251000] [29.0/1000.0] [batch_t 0.127 (0.118)] [data_t 0.002] [optim_t 0.125] [lr 0.002994] [CE 4.648 (4.953)] [KD 6.733 (6.867)] 2024-10-11 21:52:06,453 - ==> Total time: 1:14:19 Eta: 1 day, 17:28:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:52:10,574 - Train: 2.90% [36300/1251000] [29.0/1000.0] [batch_t 0.120 (0.147)] [data_t 0.002] [optim_t 0.118] [lr 0.002994] [CE 4.723 (4.888)] [KD 6.936 (6.834)] 2024-10-11 21:52:16,840 - Train: 2.91% [36350/1251000] [29.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 4.624 (4.937)] [KD 6.704 (6.864)] 2024-10-11 21:52:22,789 - Train: 2.91% [36400/1251000] [29.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 5.196 (4.963)] [KD 6.952 (6.934)] 2024-10-11 21:52:28,939 - Train: 2.91% [36450/1251000] [29.1/1000.0] [batch_t 0.123 (0.123)] [data_t 0.003] [optim_t 0.120] [lr 0.002994] [CE 4.805 (4.960)] [KD 6.736 (6.924)] 2024-10-11 21:52:34,904 - Train: 2.92% [36500/1251000] [29.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002994] [CE 5.509 (4.941)] [KD 7.253 (6.796)] 2024-10-11 21:52:41,095 - Train: 2.92% [36550/1251000] [29.2/1000.0] [batch_t 0.120 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002994] [CE 5.080 (4.931)] [KD 7.141 (6.850)] 2024-10-11 21:52:46,963 - Train: 2.93% [36600/1251000] [29.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 5.174 (4.964)] [KD 7.210 (6.986)] 2024-10-11 21:52:52,990 - Train: 2.93% [36650/1251000] [29.3/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002994] [CE 4.906 (4.976)] [KD 7.104 (6.968)] 2024-10-11 21:52:58,834 - Train: 2.93% [36700/1251000] [29.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002994] [CE 4.666 (4.910)] [KD 6.472 (6.893)] 2024-10-11 21:53:05,071 - Train: 2.94% [36750/1251000] [29.4/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002994] [CE 4.821 (4.964)] [KD 6.856 (6.843)] 2024-10-11 21:53:11,105 - Train: 2.94% [36800/1251000] [29.4/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002994] [CE 5.520 (4.850)] [KD 7.191 (6.804)] 2024-10-11 21:53:17,288 - Train: 2.95% [36850/1251000] [29.5/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002994] [CE 4.665 (4.862)] [KD 6.711 (6.807)] 2024-10-11 21:53:23,194 - Train: 2.95% [36900/1251000] [29.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002994] [CE 4.525 (4.936)] [KD 6.588 (6.844)] 2024-10-11 21:53:29,185 - Train: 2.95% [36950/1251000] [29.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002994] [CE 4.779 (4.895)] [KD 7.151 (6.871)] 2024-10-11 21:53:35,078 - Train: 2.96% [37000/1251000] [29.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002994] [CE 5.237 (4.970)] [KD 6.967 (6.973)] 2024-10-11 21:53:41,035 - Train: 2.96% [37050/1251000] [29.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002994] [CE 4.673 (4.937)] [KD 7.090 (6.963)] 2024-10-11 21:53:47,000 - Train: 2.97% [37100/1251000] [29.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002994] [CE 4.931 (4.955)] [KD 6.734 (6.938)] 2024-10-11 21:53:52,998 - Train: 2.97% [37150/1251000] [29.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002994] [CE 4.556 (4.919)] [KD 6.967 (6.955)] 2024-10-11 21:53:59,251 - Train: 2.97% [37200/1251000] [29.7/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002994] [CE 5.120 (4.912)] [KD 6.977 (6.884)] 2024-10-11 21:54:05,314 - Train: 2.98% [37250/1251000] [29.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002994] [CE 5.164 (4.926)] [KD 7.031 (6.924)] 2024-10-11 21:54:11,392 - Train: 2.98% [37300/1251000] [29.8/1000.0] [batch_t 0.222 (0.121)] [data_t 0.002] [optim_t 0.220] [lr 0.002993] [CE 5.697 (5.012)] [KD 6.962 (7.007)] 2024-10-11 21:54:17,296 - Train: 2.99% [37350/1251000] [29.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 5.276 (4.966)] [KD 6.985 (6.919)] 2024-10-11 21:54:23,391 - Train: 2.99% [37400/1251000] [29.9/1000.0] [batch_t 0.251 (0.122)] [data_t 0.002] [optim_t 0.249] [lr 0.002993] [CE 4.783 (4.922)] [KD 7.001 (7.024)] 2024-10-11 21:54:29,286 - Train: 2.99% [37450/1251000] [29.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002993] [CE 5.377 (4.957)] [KD 7.123 (7.012)] 2024-10-11 21:54:35,411 - Train: 3.00% [37500/1251000] [30.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002993] [CE 4.778 (4.941)] [KD 7.137 (6.989)] 2024-10-11 21:54:43,917 - Test (net): 100.00% [50/50] [batch_t 0.059 (0.096)] [top1_cnt 29393] [top5_cnt 41041] [top_all 50000] 2024-10-11 21:54:43,917 - net: 58.786 (82.082) 2024-10-11 21:54:48,876 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31937] [top5_cnt 42699] [top_all 50000] 2024-10-11 21:54:48,876 - net_E: 63.874 (85.398) 2024-10-11 21:54:49,009 - Max [top1: 58.786 (epoch: 30)] [top1-ema: 63.874 (epoch: 30)] 2024-10-11 21:54:49,009 - ==> Total time: 1:17:01 Eta: 1 day, 17:30:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:54:55,735 - Train: 3.00% [37550/1251000] [30.0/1000.0] [batch_t 0.116 (0.131)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.730 (4.937)] [KD 6.788 (6.795)] 2024-10-11 21:55:01,951 - Train: 3.01% [37600/1251000] [30.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002993] [CE 5.153 (4.951)] [KD 6.572 (6.954)] 2024-10-11 21:55:08,228 - Train: 3.01% [37650/1251000] [30.1/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.747 (4.957)] [KD 7.008 (6.928)] 2024-10-11 21:55:14,121 - Train: 3.01% [37700/1251000] [30.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002993] [CE 4.731 (4.941)] [KD 6.578 (6.936)] 2024-10-11 21:55:19,968 - Train: 3.02% [37750/1251000] [30.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002993] [CE 5.422 (4.962)] [KD 7.332 (6.897)] 2024-10-11 21:55:26,124 - Train: 3.02% [37800/1251000] [30.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002993] [CE 5.029 (4.898)] [KD 6.956 (6.807)] 2024-10-11 21:55:32,025 - Train: 3.03% [37850/1251000] [30.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.801 (4.939)] [KD 6.752 (6.871)] 2024-10-11 21:55:37,999 - Train: 3.03% [37900/1251000] [30.3/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002993] [CE 5.155 (5.000)] [KD 7.252 (6.954)] 2024-10-11 21:55:44,201 - Train: 3.03% [37950/1251000] [30.3/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002993] [CE 5.268 (4.939)] [KD 6.957 (6.964)] 2024-10-11 21:55:50,115 - Train: 3.04% [38000/1251000] [30.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002993] [CE 4.998 (4.920)] [KD 6.709 (6.822)] 2024-10-11 21:55:56,306 - Train: 3.04% [38050/1251000] [30.4/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002993] [CE 4.587 (4.912)] [KD 6.783 (6.861)] 2024-10-11 21:56:02,270 - Train: 3.05% [38100/1251000] [30.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 5.051 (4.954)] [KD 6.629 (6.797)] 2024-10-11 21:56:08,267 - Train: 3.05% [38150/1251000] [30.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002993] [CE 5.005 (4.862)] [KD 6.829 (6.842)] 2024-10-11 21:56:14,415 - Train: 3.05% [38200/1251000] [30.5/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002993] [CE 5.331 (4.959)] [KD 6.688 (6.831)] 2024-10-11 21:56:20,328 - Train: 3.06% [38250/1251000] [30.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002993] [CE 4.679 (4.977)] [KD 6.998 (6.834)] 2024-10-11 21:56:26,289 - Train: 3.06% [38300/1251000] [30.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.939 (4.932)] [KD 6.907 (6.861)] 2024-10-11 21:56:32,581 - Train: 3.07% [38350/1251000] [30.7/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.002993] [CE 4.573 (4.887)] [KD 6.885 (6.829)] 2024-10-11 21:56:38,556 - Train: 3.07% [38400/1251000] [30.7/1000.0] [batch_t 0.127 (0.119)] [data_t 0.003] [optim_t 0.125] [lr 0.002993] [CE 5.162 (4.922)] [KD 7.167 (6.828)] 2024-10-11 21:56:44,725 - Train: 3.07% [38450/1251000] [30.7/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002993] [CE 4.771 (4.944)] [KD 6.680 (6.847)] 2024-10-11 21:56:50,791 - Train: 3.08% [38500/1251000] [30.8/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002993] [CE 5.229 (4.880)] [KD 6.975 (6.819)] 2024-10-11 21:56:56,742 - Train: 3.08% [38550/1251000] [30.8/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002993] [CE 4.508 (4.863)] [KD 6.896 (6.748)] 2024-10-11 21:57:02,943 - Train: 3.09% [38600/1251000] [30.9/1000.0] [batch_t 0.120 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002993] [CE 4.552 (4.907)] [KD 7.013 (6.868)] 2024-10-11 21:57:08,999 - Train: 3.09% [38650/1251000] [30.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002993] [CE 5.079 (4.982)] [KD 6.957 (6.955)] 2024-10-11 21:57:14,883 - Train: 3.09% [38700/1251000] [30.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.384 (4.905)] [KD 7.013 (6.924)] 2024-10-11 21:57:20,914 - Train: 3.10% [38750/1251000] [31.0/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002993] [CE 4.786 (4.963)] [KD 6.650 (6.834)] 2024-10-11 21:57:24,790 - ==> Total time: 1:19:37 Eta: 1 day, 17:28:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 21:57:28,844 - Train: 3.10% [38800/1251000] [31.0/1000.0] [batch_t 0.126 (0.139)] [data_t 0.002] [optim_t 0.124] [lr 0.002993] [CE 4.822 (4.940)] [KD 7.075 (6.876)] 2024-10-11 21:57:34,890 - Train: 3.11% [38850/1251000] [31.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002993] [CE 4.909 (4.890)] [KD 6.679 (6.702)] 2024-10-11 21:57:41,092 - Train: 3.11% [38900/1251000] [31.1/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002993] [CE 4.835 (5.008)] [KD 6.759 (6.794)] 2024-10-11 21:57:47,179 - Train: 3.11% [38950/1251000] [31.1/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002993] [CE 5.158 (4.873)] [KD 6.898 (6.783)] 2024-10-11 21:57:53,225 - Train: 3.12% [39000/1251000] [31.2/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002993] [CE 5.117 (4.916)] [KD 7.040 (6.791)] 2024-10-11 21:57:59,142 - Train: 3.12% [39050/1251000] [31.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002993] [CE 4.930 (4.943)] [KD 6.786 (6.823)] 2024-10-11 21:58:05,197 - Train: 3.13% [39100/1251000] [31.3/1000.0] [batch_t 0.278 (0.121)] [data_t 0.003] [optim_t 0.276] [lr 0.002993] [CE 4.757 (4.975)] [KD 6.998 (6.795)] 2024-10-11 21:58:11,209 - Train: 3.13% [39150/1251000] [31.3/1000.0] [batch_t 0.130 (0.120)] [data_t 0.003] [optim_t 0.127] [lr 0.002993] [CE 4.645 (4.901)] [KD 6.634 (6.874)] 2024-10-11 21:58:17,552 - Train: 3.13% [39200/1251000] [31.3/1000.0] [batch_t 0.122 (0.127)] [data_t 0.002] [optim_t 0.119] [lr 0.002993] [CE 4.607 (4.923)] [KD 7.053 (6.907)] 2024-10-11 21:58:23,532 - Train: 3.14% [39250/1251000] [31.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.836 (4.930)] [KD 6.818 (6.912)] 2024-10-11 21:58:29,580 - Train: 3.14% [39300/1251000] [31.4/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002993] [CE 5.030 (4.967)] [KD 7.294 (6.836)] 2024-10-11 21:58:35,564 - Train: 3.15% [39350/1251000] [31.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002993] [CE 5.156 (4.930)] [KD 6.900 (6.875)] 2024-10-11 21:58:41,584 - Train: 3.15% [39400/1251000] [31.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002993] [CE 5.070 (4.889)] [KD 6.570 (6.848)] 2024-10-11 21:58:47,592 - Train: 3.15% [39450/1251000] [31.5/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002993] [CE 5.101 (4.982)] [KD 6.987 (6.866)] 2024-10-11 21:58:53,620 - Train: 3.16% [39500/1251000] [31.6/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002993] [CE 4.656 (5.007)] [KD 6.459 (6.751)] 2024-10-11 21:58:59,598 - Train: 3.16% [39550/1251000] [31.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002993] [CE 4.282 (4.914)] [KD 6.647 (6.811)] 2024-10-11 21:59:05,510 - Train: 3.17% [39600/1251000] [31.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002993] [CE 5.064 (5.033)] [KD 6.626 (6.859)] 2024-10-11 21:59:11,763 - Train: 3.17% [39650/1251000] [31.7/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002993] [CE 4.974 (4.904)] [KD 6.412 (6.785)] 2024-10-11 21:59:17,734 - Train: 3.17% [39700/1251000] [31.7/1000.0] [batch_t 0.125 (0.119)] [data_t 0.002] [optim_t 0.123] [lr 0.002993] [CE 5.369 (4.856)] [KD 6.977 (6.795)] 2024-10-11 21:59:23,902 - Train: 3.18% [39750/1251000] [31.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002993] [CE 4.996 (4.916)] [KD 6.543 (6.784)] 2024-10-11 21:59:29,828 - Train: 3.18% [39800/1251000] [31.8/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002993] [CE 4.291 (4.897)] [KD 6.582 (6.777)] 2024-10-11 21:59:35,819 - Train: 3.19% [39850/1251000] [31.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002993] [CE 5.085 (4.919)] [KD 6.990 (6.784)] 2024-10-11 21:59:41,817 - Train: 3.19% [39900/1251000] [31.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002993] [CE 4.758 (4.853)] [KD 6.792 (6.794)] 2024-10-11 21:59:47,856 - Train: 3.19% [39950/1251000] [31.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002993] [CE 5.283 (4.932)] [KD 6.695 (6.884)] 2024-10-11 21:59:53,875 - Train: 3.20% [40000/1251000] [32.0/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002993] [CE 4.854 (4.937)] [KD 6.354 (6.824)] 2024-10-11 21:59:57,878 - ==> Total time: 1:22:10 Eta: 1 day, 17:25:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:00:02,082 - Train: 3.20% [40050/1251000] [32.0/1000.0] [batch_t 0.118 (0.139)] [data_t 0.002] [optim_t 0.116] [lr 0.002992] [CE 4.557 (4.872)] [KD 6.748 (6.814)] 2024-10-11 22:00:08,071 - Train: 3.21% [40100/1251000] [32.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002992] [CE 3.989 (4.862)] [KD 6.552 (6.682)] 2024-10-11 22:00:13,913 - Train: 3.21% [40150/1251000] [32.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002992] [CE 4.768 (4.868)] [KD 6.669 (6.814)] 2024-10-11 22:00:19,773 - Train: 3.21% [40200/1251000] [32.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002992] [CE 4.842 (4.852)] [KD 6.767 (6.792)] 2024-10-11 22:00:25,808 - Train: 3.22% [40250/1251000] [32.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002992] [CE 5.131 (4.922)] [KD 6.735 (6.727)] 2024-10-11 22:00:31,708 - Train: 3.22% [40300/1251000] [32.2/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002992] [CE 4.946 (4.812)] [KD 6.406 (6.653)] 2024-10-11 22:00:37,733 - Train: 3.23% [40350/1251000] [32.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002992] [CE 4.742 (4.903)] [KD 6.888 (6.753)] 2024-10-11 22:00:44,093 - Train: 3.23% [40400/1251000] [32.3/1000.0] [batch_t 0.115 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002992] [CE 5.318 (4.875)] [KD 7.241 (6.737)] 2024-10-11 22:00:49,883 - Train: 3.23% [40450/1251000] [32.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002992] [CE 4.901 (4.981)] [KD 7.078 (6.854)] 2024-10-11 22:00:55,700 - Train: 3.24% [40500/1251000] [32.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002992] [CE 4.868 (4.869)] [KD 7.210 (6.731)] 2024-10-11 22:01:01,618 - Train: 3.24% [40550/1251000] [32.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002992] [CE 5.043 (4.914)] [KD 6.950 (6.880)] 2024-10-11 22:01:07,589 - Train: 3.25% [40600/1251000] [32.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002992] [CE 5.415 (4.939)] [KD 6.838 (6.761)] 2024-10-11 22:01:13,496 - Train: 3.25% [40650/1251000] [32.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002992] [CE 5.191 (4.919)] [KD 6.857 (6.683)] 2024-10-11 22:01:19,551 - Train: 3.25% [40700/1251000] [32.5/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002992] [CE 4.955 (4.956)] [KD 6.902 (6.765)] 2024-10-11 22:01:25,339 - Train: 3.26% [40750/1251000] [32.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002992] [CE 4.358 (4.911)] [KD 6.765 (6.796)] 2024-10-11 22:01:31,564 - Train: 3.26% [40800/1251000] [32.6/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002992] [CE 4.563 (4.936)] [KD 6.749 (6.754)] 2024-10-11 22:01:37,509 - Train: 3.27% [40850/1251000] [32.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002992] [CE 4.925 (4.938)] [KD 6.721 (6.757)] 2024-10-11 22:01:43,418 - Train: 3.27% [40900/1251000] [32.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002992] [CE 5.002 (4.907)] [KD 6.880 (6.728)] 2024-10-11 22:01:49,287 - Train: 3.27% [40950/1251000] [32.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002992] [CE 4.763 (4.974)] [KD 6.860 (6.787)] 2024-10-11 22:01:55,093 - Train: 3.28% [41000/1251000] [32.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002992] [CE 4.457 (4.848)] [KD 6.850 (6.776)] 2024-10-11 22:02:00,971 - Train: 3.28% [41050/1251000] [32.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002992] [CE 5.114 (4.982)] [KD 6.711 (6.830)] 2024-10-11 22:02:07,001 - Train: 3.29% [41100/1251000] [32.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002992] [CE 4.774 (4.879)] [KD 6.229 (6.754)] 2024-10-11 22:02:12,765 - Train: 3.29% [41150/1251000] [32.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002992] [CE 5.466 (4.984)] [KD 7.099 (6.855)] 2024-10-11 22:02:18,642 - Train: 3.29% [41200/1251000] [32.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002992] [CE 5.333 (4.954)] [KD 7.062 (6.754)] 2024-10-11 22:02:25,034 - Train: 3.30% [41250/1251000] [33.0/1000.0] [batch_t 0.114 (0.128)] [data_t 0.003] [optim_t 0.111] [lr 0.002992] [CE 4.721 (4.935)] [KD 6.585 (6.711)] 2024-10-11 22:02:28,787 - ==> Total time: 1:24:41 Eta: 1 day, 17:21:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:02:32,683 - Train: 3.30% [41300/1251000] [33.0/1000.0] [batch_t 0.117 (0.133)] [data_t 0.003] [optim_t 0.114] [lr 0.002992] [CE 4.845 (4.865)] [KD 6.525 (6.790)] 2024-10-11 22:02:38,477 - Train: 3.31% [41350/1251000] [33.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002992] [CE 4.848 (4.932)] [KD 6.611 (6.708)] 2024-10-11 22:02:44,626 - Train: 3.31% [41400/1251000] [33.1/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002992] [CE 4.566 (4.975)] [KD 6.555 (6.788)] 2024-10-11 22:02:50,435 - Train: 3.31% [41450/1251000] [33.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002992] [CE 4.787 (4.852)] [KD 6.619 (6.725)] 2024-10-11 22:02:56,258 - Train: 3.32% [41500/1251000] [33.2/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002992] [CE 4.960 (4.856)] [KD 6.863 (6.739)] 2024-10-11 22:03:02,662 - Train: 3.32% [41550/1251000] [33.2/1000.0] [batch_t 0.117 (0.128)] [data_t 0.003] [optim_t 0.115] [lr 0.002992] [CE 5.473 (4.849)] [KD 6.587 (6.730)] 2024-10-11 22:03:08,482 - Train: 3.33% [41600/1251000] [33.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002992] [CE 4.566 (4.945)] [KD 6.526 (6.797)] 2024-10-11 22:03:14,580 - Train: 3.33% [41650/1251000] [33.3/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002992] [CE 4.314 (4.928)] [KD 6.789 (6.752)] 2024-10-11 22:03:20,503 - Train: 3.33% [41700/1251000] [33.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002992] [CE 4.957 (4.928)] [KD 6.755 (6.719)] 2024-10-11 22:03:26,332 - Train: 3.34% [41750/1251000] [33.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002992] [CE 4.984 (4.920)] [KD 6.411 (6.663)] 2024-10-11 22:03:32,277 - Train: 3.34% [41800/1251000] [33.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002992] [CE 5.226 (4.991)] [KD 7.010 (6.732)] 2024-10-11 22:03:38,522 - Train: 3.35% [41850/1251000] [33.5/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002992] [CE 5.380 (4.924)] [KD 6.853 (6.762)] 2024-10-11 22:03:44,438 - Train: 3.35% [41900/1251000] [33.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002992] [CE 5.165 (4.861)] [KD 6.445 (6.602)] 2024-10-11 22:03:50,513 - Train: 3.35% [41950/1251000] [33.5/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002992] [CE 4.831 (4.945)] [KD 6.642 (6.678)] 2024-10-11 22:03:56,462 - Train: 3.36% [42000/1251000] [33.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002992] [CE 5.182 (4.917)] [KD 6.841 (6.812)] 2024-10-11 22:04:02,321 - Train: 3.36% [42050/1251000] [33.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002992] [CE 4.001 (4.913)] [KD 6.609 (6.778)] 2024-10-11 22:04:08,453 - Train: 3.37% [42100/1251000] [33.7/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002992] [CE 4.943 (4.871)] [KD 7.046 (6.810)] 2024-10-11 22:04:14,260 - Train: 3.37% [42150/1251000] [33.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002992] [CE 5.044 (4.920)] [KD 6.764 (6.746)] 2024-10-11 22:04:20,220 - Train: 3.37% [42200/1251000] [33.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002992] [CE 5.305 (4.954)] [KD 6.946 (6.804)] 2024-10-11 22:04:26,444 - Train: 3.38% [42250/1251000] [33.8/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002992] [CE 4.847 (4.883)] [KD 6.619 (6.691)] 2024-10-11 22:04:32,316 - Train: 3.38% [42300/1251000] [33.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002992] [CE 5.026 (4.935)] [KD 6.903 (6.792)] 2024-10-11 22:04:38,143 - Train: 3.39% [42350/1251000] [33.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002992] [CE 4.680 (4.892)] [KD 6.715 (6.748)] 2024-10-11 22:04:44,397 - Train: 3.39% [42400/1251000] [33.9/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002992] [CE 4.765 (4.929)] [KD 6.775 (6.850)] 2024-10-11 22:04:50,269 - Train: 3.39% [42450/1251000] [33.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002992] [CE 5.200 (4.842)] [KD 6.434 (6.797)] 2024-10-11 22:04:56,369 - Train: 3.40% [42500/1251000] [34.0/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.002992] [CE 5.148 (4.899)] [KD 6.836 (6.645)] 2024-10-11 22:05:00,378 - ==> Total time: 1:27:13 Eta: 1 day, 17:18:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:05:03,922 - Train: 3.40% [42550/1251000] [34.0/1000.0] [batch_t 0.117 (0.146)] [data_t 0.003] [optim_t 0.115] [lr 0.002992] [CE 5.145 (5.005)] [KD 6.966 (6.568)] 2024-10-11 22:05:09,960 - Train: 3.41% [42600/1251000] [34.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002992] [CE 4.634 (4.866)] [KD 6.517 (6.627)] 2024-10-11 22:05:15,771 - Train: 3.41% [42650/1251000] [34.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002991] [CE 4.965 (4.896)] [KD 6.555 (6.652)] 2024-10-11 22:05:21,845 - Train: 3.41% [42700/1251000] [34.1/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002991] [CE 5.008 (4.920)] [KD 7.138 (6.761)] 2024-10-11 22:05:27,758 - Train: 3.42% [42750/1251000] [34.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002991] [CE 4.435 (4.901)] [KD 6.299 (6.702)] 2024-10-11 22:05:33,966 - Train: 3.42% [42800/1251000] [34.2/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002991] [CE 4.641 (4.935)] [KD 6.536 (6.808)] 2024-10-11 22:05:39,767 - Train: 3.43% [42850/1251000] [34.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.964 (4.932)] [KD 6.671 (6.750)] 2024-10-11 22:05:45,682 - Train: 3.43% [42900/1251000] [34.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.436 (4.911)] [KD 6.746 (6.687)] 2024-10-11 22:05:51,589 - Train: 3.43% [42950/1251000] [34.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002991] [CE 4.638 (4.875)] [KD 6.841 (6.725)] 2024-10-11 22:05:57,533 - Train: 3.44% [43000/1251000] [34.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.471 (4.944)] [KD 6.861 (6.867)] 2024-10-11 22:06:03,542 - Train: 3.44% [43050/1251000] [34.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002991] [CE 4.868 (4.932)] [KD 6.796 (6.838)] 2024-10-11 22:06:09,646 - Train: 3.45% [43100/1251000] [34.5/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 5.040 (4.917)] [KD 6.793 (6.793)] 2024-10-11 22:06:15,563 - Train: 3.45% [43150/1251000] [34.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002991] [CE 4.669 (4.902)] [KD 6.614 (6.670)] 2024-10-11 22:06:21,531 - Train: 3.45% [43200/1251000] [34.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002991] [CE 5.000 (4.894)] [KD 6.991 (6.647)] 2024-10-11 22:06:27,575 - Train: 3.46% [43250/1251000] [34.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002991] [CE 5.080 (4.918)] [KD 6.825 (6.712)] 2024-10-11 22:06:33,552 - Train: 3.46% [43300/1251000] [34.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002991] [CE 4.685 (4.911)] [KD 6.563 (6.694)] 2024-10-11 22:06:39,696 - Train: 3.47% [43350/1251000] [34.7/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002991] [CE 4.915 (4.852)] [KD 6.706 (6.674)] 2024-10-11 22:06:45,519 - Train: 3.47% [43400/1251000] [34.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002991] [CE 4.833 (4.890)] [KD 6.801 (6.802)] 2024-10-11 22:06:51,491 - Train: 3.47% [43450/1251000] [34.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002991] [CE 5.033 (4.954)] [KD 6.431 (6.658)] 2024-10-11 22:06:57,308 - Train: 3.48% [43500/1251000] [34.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002991] [CE 4.879 (4.941)] [KD 6.886 (6.762)] 2024-10-11 22:07:03,361 - Train: 3.48% [43550/1251000] [34.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002991] [CE 4.671 (4.830)] [KD 6.615 (6.762)] 2024-10-11 22:07:09,351 - Train: 3.49% [43600/1251000] [34.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.486 (4.865)] [KD 6.591 (6.691)] 2024-10-11 22:07:15,768 - Train: 3.49% [43650/1251000] [34.9/1000.0] [batch_t 0.125 (0.128)] [data_t 0.002] [optim_t 0.122] [lr 0.002991] [CE 4.842 (4.897)] [KD 6.231 (6.586)] 2024-10-11 22:07:21,786 - Train: 3.49% [43700/1251000] [34.9/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002991] [CE 5.195 (4.852)] [KD 6.661 (6.650)] 2024-10-11 22:07:27,686 - Train: 3.50% [43750/1251000] [35.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002991] [CE 5.131 (4.905)] [KD 6.810 (6.783)] 2024-10-11 22:07:36,773 - Test (net): 100.00% [50/50] [batch_t 0.090 (0.095)] [top1_cnt 29557] [top5_cnt 41176] [top_all 50000] 2024-10-11 22:07:36,773 - net: 59.114 (82.352) 2024-10-11 22:07:42,022 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.097)] [top1_cnt 32669] [top5_cnt 43281] [top_all 50000] 2024-10-11 22:07:42,022 - net_E: 65.338 (86.562) 2024-10-11 22:07:42,165 - Max [top1: 59.114 (epoch: 35)] [top1-ema: 65.338 (epoch: 35)] 2024-10-11 22:07:42,165 - ==> Total time: 1:29:54 Eta: 1 day, 17:19:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:07:48,225 - Train: 3.50% [43800/1251000] [35.0/1000.0] [batch_t 0.114 (0.149)] [data_t 0.002] [optim_t 0.111] [lr 0.002991] [CE 5.141 (5.006)] [KD 7.009 (6.739)] 2024-10-11 22:07:54,076 - Train: 3.51% [43850/1251000] [35.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002991] [CE 4.985 (4.942)] [KD 6.652 (6.639)] 2024-10-11 22:07:59,888 - Train: 3.51% [43900/1251000] [35.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002991] [CE 5.442 (4.916)] [KD 6.258 (6.652)] 2024-10-11 22:08:06,113 - Train: 3.51% [43950/1251000] [35.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002991] [CE 4.486 (4.889)] [KD 6.684 (6.634)] 2024-10-11 22:08:12,144 - Train: 3.52% [44000/1251000] [35.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002991] [CE 4.991 (4.892)] [KD 7.045 (6.689)] 2024-10-11 22:08:18,125 - Train: 3.52% [44050/1251000] [35.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002991] [CE 4.535 (4.842)] [KD 6.538 (6.648)] 2024-10-11 22:08:23,894 - Train: 3.53% [44100/1251000] [35.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002991] [CE 4.459 (4.862)] [KD 6.351 (6.656)] 2024-10-11 22:08:29,624 - Train: 3.53% [44150/1251000] [35.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002991] [CE 4.979 (4.895)] [KD 6.634 (6.594)] 2024-10-11 22:08:35,597 - Train: 3.53% [44200/1251000] [35.3/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002991] [CE 4.628 (4.941)] [KD 6.557 (6.704)] 2024-10-11 22:08:41,766 - Train: 3.54% [44250/1251000] [35.4/1000.0] [batch_t 0.227 (0.123)] [data_t 0.002] [optim_t 0.224] [lr 0.002991] [CE 4.921 (4.939)] [KD 6.931 (6.703)] 2024-10-11 22:08:47,579 - Train: 3.54% [44300/1251000] [35.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002991] [CE 5.171 (4.915)] [KD 6.316 (6.651)] 2024-10-11 22:08:53,500 - Train: 3.55% [44350/1251000] [35.5/1000.0] [batch_t 0.258 (0.118)] [data_t 0.002] [optim_t 0.256] [lr 0.002991] [CE 4.968 (4.884)] [KD 6.625 (6.596)] 2024-10-11 22:08:59,430 - Train: 3.55% [44400/1251000] [35.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002991] [CE 4.851 (4.926)] [KD 6.684 (6.692)] 2024-10-11 22:09:05,277 - Train: 3.55% [44450/1251000] [35.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002991] [CE 5.170 (4.921)] [KD 6.751 (6.666)] 2024-10-11 22:09:11,420 - Train: 3.56% [44500/1251000] [35.6/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002991] [CE 4.556 (4.917)] [KD 6.502 (6.787)] 2024-10-11 22:09:17,330 - Train: 3.56% [44550/1251000] [35.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002991] [CE 4.849 (4.870)] [KD 6.708 (6.650)] 2024-10-11 22:09:23,161 - Train: 3.57% [44600/1251000] [35.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002991] [CE 4.810 (4.853)] [KD 6.752 (6.718)] 2024-10-11 22:09:29,167 - Train: 3.57% [44650/1251000] [35.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.722 (4.870)] [KD 6.573 (6.747)] 2024-10-11 22:09:34,977 - Train: 3.57% [44700/1251000] [35.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002991] [CE 5.001 (4.949)] [KD 6.739 (6.720)] 2024-10-11 22:09:40,914 - Train: 3.58% [44750/1251000] [35.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002991] [CE 5.293 (4.912)] [KD 6.434 (6.660)] 2024-10-11 22:09:47,125 - Train: 3.58% [44800/1251000] [35.8/1000.0] [batch_t 0.296 (0.124)] [data_t 0.002] [optim_t 0.293] [lr 0.002991] [CE 5.074 (4.894)] [KD 6.815 (6.715)] 2024-10-11 22:09:53,058 - Train: 3.59% [44850/1251000] [35.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.981 (4.866)] [KD 6.692 (6.670)] 2024-10-11 22:09:59,120 - Train: 3.59% [44900/1251000] [35.9/1000.0] [batch_t 0.123 (0.121)] [data_t 0.003] [optim_t 0.121] [lr 0.002991] [CE 5.359 (4.933)] [KD 6.687 (6.705)] 2024-10-11 22:10:05,023 - Train: 3.59% [44950/1251000] [35.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002991] [CE 4.776 (4.880)] [KD 6.527 (6.678)] 2024-10-11 22:10:11,083 - Train: 3.60% [45000/1251000] [36.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002991] [CE 4.647 (4.906)] [KD 6.589 (6.718)] 2024-10-11 22:10:15,202 - ==> Total time: 1:32:27 Eta: 1 day, 17:15:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:10:18,963 - Train: 3.60% [45050/1251000] [36.0/1000.0] [batch_t 0.272 (0.171)] [data_t 0.003] [optim_t 0.270] [lr 0.002991] [CE 5.067 (4.977)] [KD 6.833 (6.533)] 2024-10-11 22:10:24,943 - Train: 3.61% [45100/1251000] [36.1/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002990] [CE 4.990 (4.869)] [KD 6.427 (6.588)] 2024-10-11 22:10:30,914 - Train: 3.61% [45150/1251000] [36.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002990] [CE 5.084 (4.867)] [KD 6.369 (6.525)] 2024-10-11 22:10:36,835 - Train: 3.61% [45200/1251000] [36.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002990] [CE 5.191 (4.915)] [KD 6.828 (6.654)] 2024-10-11 22:10:42,640 - Train: 3.62% [45250/1251000] [36.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002990] [CE 5.056 (4.904)] [KD 6.793 (6.628)] 2024-10-11 22:10:48,658 - Train: 3.62% [45300/1251000] [36.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002990] [CE 5.194 (4.947)] [KD 7.039 (6.639)] 2024-10-11 22:10:54,739 - Train: 3.63% [45350/1251000] [36.3/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002990] [CE 5.003 (4.932)] [KD 6.621 (6.667)] 2024-10-11 22:11:00,638 - Train: 3.63% [45400/1251000] [36.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002990] [CE 4.900 (4.870)] [KD 6.386 (6.661)] 2024-10-11 22:11:06,837 - Train: 3.63% [45450/1251000] [36.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002990] [CE 4.428 (4.845)] [KD 6.523 (6.738)] 2024-10-11 22:11:12,944 - Train: 3.64% [45500/1251000] [36.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002990] [CE 4.835 (4.884)] [KD 6.741 (6.620)] 2024-10-11 22:11:18,762 - Train: 3.64% [45550/1251000] [36.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002990] [CE 5.229 (4.934)] [KD 6.735 (6.706)] 2024-10-11 22:11:24,761 - Train: 3.65% [45600/1251000] [36.5/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002990] [CE 5.113 (4.924)] [KD 6.729 (6.690)] 2024-10-11 22:11:30,775 - Train: 3.65% [45650/1251000] [36.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002990] [CE 4.702 (4.835)] [KD 6.472 (6.599)] 2024-10-11 22:11:36,682 - Train: 3.65% [45700/1251000] [36.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002990] [CE 4.771 (4.796)] [KD 6.388 (6.535)] 2024-10-11 22:11:42,772 - Train: 3.66% [45750/1251000] [36.6/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002990] [CE 4.924 (4.884)] [KD 6.798 (6.590)] 2024-10-11 22:11:48,755 - Train: 3.66% [45800/1251000] [36.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002990] [CE 5.070 (4.880)] [KD 6.764 (6.657)] 2024-10-11 22:11:54,746 - Train: 3.67% [45850/1251000] [36.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002990] [CE 4.809 (4.840)] [KD 6.744 (6.707)] 2024-10-11 22:12:00,949 - Train: 3.67% [45900/1251000] [36.7/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002990] [CE 5.361 (4.882)] [KD 6.609 (6.649)] 2024-10-11 22:12:06,994 - Train: 3.67% [45950/1251000] [36.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002990] [CE 4.968 (4.889)] [KD 6.413 (6.721)] 2024-10-11 22:12:12,989 - Train: 3.68% [46000/1251000] [36.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002990] [CE 4.902 (4.983)] [KD 6.667 (6.692)] 2024-10-11 22:12:19,089 - Train: 3.68% [46050/1251000] [36.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002990] [CE 4.994 (4.879)] [KD 7.172 (6.650)] 2024-10-11 22:12:24,957 - Train: 3.69% [46100/1251000] [36.9/1000.0] [batch_t 0.126 (0.117)] [data_t 0.003] [optim_t 0.123] [lr 0.002990] [CE 4.939 (4.876)] [KD 6.524 (6.693)] 2024-10-11 22:12:31,022 - Train: 3.69% [46150/1251000] [36.9/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002990] [CE 5.273 (4.927)] [KD 7.024 (6.696)] 2024-10-11 22:12:37,077 - Train: 3.69% [46200/1251000] [36.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002990] [CE 4.593 (4.858)] [KD 6.050 (6.560)] 2024-10-11 22:12:43,118 - Train: 3.70% [46250/1251000] [37.0/1000.0] [batch_t 0.264 (0.121)] [data_t 0.003] [optim_t 0.261] [lr 0.002990] [CE 5.038 (4.935)] [KD 7.015 (6.632)] 2024-10-11 22:12:47,484 - ==> Total time: 1:35:00 Eta: 1 day, 17:12:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:12:50,969 - Train: 3.70% [46300/1251000] [37.0/1000.0] [batch_t 0.125 (0.178)] [data_t 0.002] [optim_t 0.123] [lr 0.002990] [CE 5.037 (4.917)] [KD 6.540 (6.505)] 2024-10-11 22:12:57,263 - Train: 3.71% [46350/1251000] [37.1/1000.0] [batch_t 0.123 (0.126)] [data_t 0.002] [optim_t 0.121] [lr 0.002990] [CE 4.618 (4.891)] [KD 6.503 (6.538)] 2024-10-11 22:13:03,314 - Train: 3.71% [46400/1251000] [37.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002990] [CE 5.041 (4.863)] [KD 6.770 (6.643)] 2024-10-11 22:13:09,163 - Train: 3.71% [46450/1251000] [37.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002990] [CE 4.960 (4.846)] [KD 6.463 (6.507)] 2024-10-11 22:13:15,359 - Train: 3.72% [46500/1251000] [37.2/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002990] [CE 4.682 (4.899)] [KD 6.514 (6.625)] 2024-10-11 22:13:21,202 - Train: 3.72% [46550/1251000] [37.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002990] [CE 5.215 (4.925)] [KD 6.818 (6.639)] 2024-10-11 22:13:27,034 - Train: 3.73% [46600/1251000] [37.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002990] [CE 5.139 (4.871)] [KD 6.590 (6.647)] 2024-10-11 22:13:32,860 - Train: 3.73% [46650/1251000] [37.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002990] [CE 5.180 (4.875)] [KD 6.682 (6.566)] 2024-10-11 22:13:39,074 - Train: 3.73% [46700/1251000] [37.3/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.119] [lr 0.002990] [CE 5.248 (4.876)] [KD 6.721 (6.663)] 2024-10-11 22:13:45,411 - Train: 3.74% [46750/1251000] [37.4/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002990] [CE 4.698 (4.940)] [KD 6.524 (6.673)] 2024-10-11 22:13:51,525 - Train: 3.74% [46800/1251000] [37.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002990] [CE 4.512 (4.906)] [KD 6.437 (6.676)] 2024-10-11 22:13:57,536 - Train: 3.75% [46850/1251000] [37.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002990] [CE 4.866 (4.928)] [KD 7.111 (6.691)] 2024-10-11 22:14:03,438 - Train: 3.75% [46900/1251000] [37.5/1000.0] [batch_t 0.125 (0.118)] [data_t 0.002] [optim_t 0.123] [lr 0.002990] [CE 4.885 (4.932)] [KD 6.791 (6.747)] 2024-10-11 22:14:09,342 - Train: 3.75% [46950/1251000] [37.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002990] [CE 4.822 (4.801)] [KD 6.592 (6.674)] 2024-10-11 22:14:15,337 - Train: 3.76% [47000/1251000] [37.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002990] [CE 5.134 (4.963)] [KD 6.682 (6.678)] 2024-10-11 22:14:21,450 - Train: 3.76% [47050/1251000] [37.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002990] [CE 4.980 (4.942)] [KD 6.577 (6.668)] 2024-10-11 22:14:27,593 - Train: 3.76% [47100/1251000] [37.6/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002990] [CE 5.091 (4.903)] [KD 6.465 (6.629)] 2024-10-11 22:14:33,691 - Train: 3.77% [47150/1251000] [37.7/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002990] [CE 4.907 (4.877)] [KD 6.904 (6.685)] 2024-10-11 22:14:39,817 - Train: 3.77% [47200/1251000] [37.7/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002990] [CE 4.881 (4.841)] [KD 6.591 (6.587)] 2024-10-11 22:14:45,749 - Train: 3.78% [47250/1251000] [37.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002990] [CE 4.797 (4.895)] [KD 6.284 (6.509)] 2024-10-11 22:14:51,770 - Train: 3.78% [47300/1251000] [37.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002990] [CE 5.007 (4.935)] [KD 6.858 (6.595)] 2024-10-11 22:14:57,888 - Train: 3.78% [47350/1251000] [37.8/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002990] [CE 5.068 (4.913)] [KD 7.085 (6.658)] 2024-10-11 22:15:03,809 - Train: 3.79% [47400/1251000] [37.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002989] [CE 4.755 (4.825)] [KD 6.564 (6.512)] 2024-10-11 22:15:09,705 - Train: 3.79% [47450/1251000] [37.9/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002989] [CE 5.329 (4.896)] [KD 7.020 (6.658)] 2024-10-11 22:15:15,640 - Train: 3.80% [47500/1251000] [38.0/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002989] [CE 5.074 (4.942)] [KD 6.434 (6.701)] 2024-10-11 22:15:20,210 - ==> Total time: 1:37:32 Eta: 1 day, 17:09:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:15:23,312 - Train: 3.80% [47550/1251000] [38.0/1000.0] [batch_t 0.115 (0.159)] [data_t 0.002] [optim_t 0.113] [lr 0.002989] [CE 4.956 (4.903)] [KD 6.957 (6.742)] 2024-10-11 22:15:29,688 - Train: 3.80% [47600/1251000] [38.0/1000.0] [batch_t 0.117 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 4.897 (4.887)] [KD 6.277 (6.548)] 2024-10-11 22:15:35,925 - Train: 3.81% [47650/1251000] [38.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002989] [CE 4.960 (4.838)] [KD 6.648 (6.619)] 2024-10-11 22:15:41,775 - Train: 3.81% [47700/1251000] [38.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002989] [CE 5.205 (4.885)] [KD 6.985 (6.662)] 2024-10-11 22:15:47,642 - Train: 3.82% [47750/1251000] [38.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002989] [CE 4.862 (4.897)] [KD 6.725 (6.693)] 2024-10-11 22:15:53,510 - Train: 3.82% [47800/1251000] [38.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002989] [CE 4.926 (4.928)] [KD 7.046 (6.687)] 2024-10-11 22:15:59,616 - Train: 3.82% [47850/1251000] [38.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002989] [CE 4.712 (4.879)] [KD 6.325 (6.686)] 2024-10-11 22:16:05,567 - Train: 3.83% [47900/1251000] [38.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002989] [CE 5.480 (4.883)] [KD 7.286 (6.674)] 2024-10-11 22:16:11,790 - Train: 3.83% [47950/1251000] [38.3/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002989] [CE 4.140 (4.833)] [KD 6.453 (6.626)] 2024-10-11 22:16:17,798 - Train: 3.84% [48000/1251000] [38.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 4.439 (4.821)] [KD 6.621 (6.594)] 2024-10-11 22:16:23,662 - Train: 3.84% [48050/1251000] [38.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002989] [CE 4.898 (4.864)] [KD 6.879 (6.730)] 2024-10-11 22:16:29,743 - Train: 3.84% [48100/1251000] [38.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002989] [CE 5.180 (4.905)] [KD 6.796 (6.698)] 2024-10-11 22:16:35,845 - Train: 3.85% [48150/1251000] [38.5/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002989] [CE 4.904 (4.909)] [KD 6.115 (6.606)] 2024-10-11 22:16:41,799 - Train: 3.85% [48200/1251000] [38.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002989] [CE 5.262 (4.918)] [KD 7.282 (6.684)] 2024-10-11 22:16:47,647 - Train: 3.86% [48250/1251000] [38.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 4.703 (4.815)] [KD 6.155 (6.606)] 2024-10-11 22:16:53,498 - Train: 3.86% [48300/1251000] [38.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 4.648 (4.928)] [KD 6.538 (6.580)] 2024-10-11 22:16:59,408 - Train: 3.86% [48350/1251000] [38.6/1000.0] [batch_t 0.123 (0.118)] [data_t 0.003] [optim_t 0.121] [lr 0.002989] [CE 4.874 (4.939)] [KD 6.487 (6.629)] 2024-10-11 22:17:05,695 - Train: 3.87% [48400/1251000] [38.7/1000.0] [batch_t 0.120 (0.126)] [data_t 0.003] [optim_t 0.117] [lr 0.002989] [CE 5.249 (4.924)] [KD 6.904 (6.621)] 2024-10-11 22:17:12,085 - Train: 3.87% [48450/1251000] [38.7/1000.0] [batch_t 0.120 (0.128)] [data_t 0.002] [optim_t 0.118] [lr 0.002989] [CE 4.867 (4.845)] [KD 6.421 (6.615)] 2024-10-11 22:17:18,298 - Train: 3.88% [48500/1251000] [38.8/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.119] [lr 0.002989] [CE 4.831 (4.833)] [KD 6.478 (6.614)] 2024-10-11 22:17:24,246 - Train: 3.88% [48550/1251000] [38.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 4.740 (4.861)] [KD 7.068 (6.560)] 2024-10-11 22:17:30,153 - Train: 3.88% [48600/1251000] [38.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002989] [CE 4.828 (4.898)] [KD 6.634 (6.731)] 2024-10-11 22:17:36,107 - Train: 3.89% [48650/1251000] [38.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002989] [CE 4.552 (4.915)] [KD 6.500 (6.625)] 2024-10-11 22:17:42,380 - Train: 3.89% [48700/1251000] [38.9/1000.0] [batch_t 0.228 (0.125)] [data_t 0.002] [optim_t 0.226] [lr 0.002989] [CE 4.911 (4.829)] [KD 6.690 (6.672)] 2024-10-11 22:17:48,412 - Train: 3.90% [48750/1251000] [39.0/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002989] [CE 4.646 (4.851)] [KD 6.493 (6.578)] 2024-10-11 22:17:53,206 - ==> Total time: 1:40:05 Eta: 1 day, 17:06:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:17:55,954 - Train: 3.90% [48800/1251000] [39.0/1000.0] [batch_t 0.114 (0.149)] [data_t 0.003] [optim_t 0.111] [lr 0.002989] [CE 4.930 (4.875)] [KD 6.605 (6.475)] 2024-10-11 22:18:01,963 - Train: 3.90% [48850/1251000] [39.0/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002989] [CE 5.116 (4.891)] [KD 6.470 (6.479)] 2024-10-11 22:18:07,863 - Train: 3.91% [48900/1251000] [39.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002989] [CE 4.892 (4.869)] [KD 6.395 (6.553)] 2024-10-11 22:18:13,823 - Train: 3.91% [48950/1251000] [39.1/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002989] [CE 4.553 (4.891)] [KD 6.684 (6.537)] 2024-10-11 22:18:19,671 - Train: 3.92% [49000/1251000] [39.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 5.083 (4.820)] [KD 6.825 (6.664)] 2024-10-11 22:18:25,820 - Train: 3.92% [49050/1251000] [39.2/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002989] [CE 5.066 (4.854)] [KD 6.606 (6.711)] 2024-10-11 22:18:31,840 - Train: 3.92% [49100/1251000] [39.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002989] [CE 5.032 (4.961)] [KD 6.853 (6.790)] 2024-10-11 22:18:37,566 - Train: 3.93% [49150/1251000] [39.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002989] [CE 4.603 (4.885)] [KD 6.666 (6.607)] 2024-10-11 22:18:43,516 - Train: 3.93% [49200/1251000] [39.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002989] [CE 4.994 (4.922)] [KD 6.919 (6.724)] 2024-10-11 22:18:49,225 - Train: 3.94% [49250/1251000] [39.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002989] [CE 4.863 (4.857)] [KD 6.918 (6.676)] 2024-10-11 22:18:55,095 - Train: 3.94% [49300/1251000] [39.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002989] [CE 4.732 (4.900)] [KD 6.678 (6.719)] 2024-10-11 22:19:01,176 - Train: 3.94% [49350/1251000] [39.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002989] [CE 4.740 (4.923)] [KD 6.517 (6.702)] 2024-10-11 22:19:06,962 - Train: 3.95% [49400/1251000] [39.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002989] [CE 4.566 (4.873)] [KD 6.503 (6.596)] 2024-10-11 22:19:12,816 - Train: 3.95% [49450/1251000] [39.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002989] [CE 4.525 (4.889)] [KD 6.554 (6.653)] 2024-10-11 22:19:18,830 - Train: 3.96% [49500/1251000] [39.6/1000.0] [batch_t 0.246 (0.120)] [data_t 0.002] [optim_t 0.244] [lr 0.002989] [CE 5.011 (4.980)] [KD 6.664 (6.718)] 2024-10-11 22:19:24,654 - Train: 3.96% [49550/1251000] [39.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002989] [CE 4.800 (4.907)] [KD 6.463 (6.648)] 2024-10-11 22:19:30,674 - Train: 3.96% [49600/1251000] [39.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002988] [CE 5.152 (4.870)] [KD 6.741 (6.618)] 2024-10-11 22:19:36,559 - Train: 3.97% [49650/1251000] [39.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.358 (4.866)] [KD 6.477 (6.609)] 2024-10-11 22:19:42,485 - Train: 3.97% [49700/1251000] [39.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002988] [CE 5.470 (4.912)] [KD 6.805 (6.705)] 2024-10-11 22:19:48,278 - Train: 3.98% [49750/1251000] [39.8/1000.0] [batch_t 0.121 (0.116)] [data_t 0.002] [optim_t 0.119] [lr 0.002988] [CE 4.342 (4.877)] [KD 6.343 (6.620)] 2024-10-11 22:19:54,233 - Train: 3.98% [49800/1251000] [39.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002988] [CE 5.543 (4.906)] [KD 6.918 (6.568)] 2024-10-11 22:20:00,143 - Train: 3.98% [49850/1251000] [39.8/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002988] [CE 4.536 (4.895)] [KD 6.492 (6.615)] 2024-10-11 22:20:06,386 - Train: 3.99% [49900/1251000] [39.9/1000.0] [batch_t 0.119 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002988] [CE 4.743 (4.829)] [KD 6.785 (6.536)] 2024-10-11 22:20:12,466 - Train: 3.99% [49950/1251000] [39.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002988] [CE 4.809 (4.867)] [KD 6.337 (6.635)] 2024-10-11 22:20:18,479 - Train: 4.00% [50000/1251000] [40.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002988] [CE 4.975 (4.939)] [KD 6.962 (6.708)] 2024-10-11 22:20:28,150 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 28979] [top5_cnt 40783] [top_all 50000] 2024-10-11 22:20:28,151 - net: 57.958 (81.566) 2024-10-11 22:20:33,271 - Test (net_E): 100.00% [50/50] [batch_t 0.167 (0.096)] [top1_cnt 33146] [top5_cnt 43588] [top_all 50000] 2024-10-11 22:20:33,272 - net_E: 66.292 (87.176) 2024-10-11 22:20:33,401 - Max [top1: 59.114 (epoch: 35)] [top1-ema: 66.292 (epoch: 40)] 2024-10-11 22:20:33,401 - ==> Total time: 1:42:46 Eta: 1 day, 17:06:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:20:37,757 - Train: 4.00% [50050/1251000] [40.0/1000.0] [batch_t 0.121 (0.144)] [data_t 0.002] [optim_t 0.119] [lr 0.002988] [CE 4.911 (4.996)] [KD 6.552 (6.589)] 2024-10-11 22:20:43,639 - Train: 4.00% [50100/1251000] [40.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 5.008 (4.964)] [KD 6.725 (6.555)] 2024-10-11 22:20:49,601 - Train: 4.01% [50150/1251000] [40.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.950 (4.901)] [KD 6.485 (6.599)] 2024-10-11 22:20:55,697 - Train: 4.01% [50200/1251000] [40.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002988] [CE 4.781 (4.857)] [KD 6.656 (6.568)] 2024-10-11 22:21:01,906 - Train: 4.02% [50250/1251000] [40.2/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002988] [CE 5.092 (4.903)] [KD 6.496 (6.566)] 2024-10-11 22:21:07,841 - Train: 4.02% [50300/1251000] [40.2/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002988] [CE 4.923 (4.860)] [KD 6.621 (6.551)] 2024-10-11 22:21:13,677 - Train: 4.02% [50350/1251000] [40.2/1000.0] [batch_t 0.124 (0.117)] [data_t 0.003] [optim_t 0.121] [lr 0.002988] [CE 5.151 (4.863)] [KD 6.821 (6.579)] 2024-10-11 22:21:19,527 - Train: 4.03% [50400/1251000] [40.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002988] [CE 4.406 (4.816)] [KD 6.609 (6.524)] 2024-10-11 22:21:25,594 - Train: 4.03% [50450/1251000] [40.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 5.042 (4.869)] [KD 6.907 (6.611)] 2024-10-11 22:21:31,457 - Train: 4.04% [50500/1251000] [40.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002988] [CE 5.009 (4.882)] [KD 6.480 (6.540)] 2024-10-11 22:21:37,702 - Train: 4.04% [50550/1251000] [40.4/1000.0] [batch_t 0.122 (0.125)] [data_t 0.003] [optim_t 0.119] [lr 0.002988] [CE 5.030 (4.833)] [KD 6.605 (6.544)] 2024-10-11 22:21:43,534 - Train: 4.04% [50600/1251000] [40.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002988] [CE 4.344 (4.847)] [KD 6.311 (6.580)] 2024-10-11 22:21:49,624 - Train: 4.05% [50650/1251000] [40.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002988] [CE 5.149 (4.922)] [KD 6.359 (6.570)] 2024-10-11 22:21:55,642 - Train: 4.05% [50700/1251000] [40.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002988] [CE 4.834 (4.844)] [KD 6.560 (6.598)] 2024-10-11 22:22:01,568 - Train: 4.06% [50750/1251000] [40.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002988] [CE 4.679 (4.891)] [KD 6.575 (6.590)] 2024-10-11 22:22:07,618 - Train: 4.06% [50800/1251000] [40.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002988] [CE 4.703 (4.950)] [KD 6.373 (6.702)] 2024-10-11 22:22:13,698 - Train: 4.06% [50850/1251000] [40.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002988] [CE 5.250 (4.862)] [KD 6.752 (6.569)] 2024-10-11 22:22:19,566 - Train: 4.07% [50900/1251000] [40.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002988] [CE 4.822 (4.954)] [KD 6.297 (6.674)] 2024-10-11 22:22:25,547 - Train: 4.07% [50950/1251000] [40.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002988] [CE 4.870 (4.856)] [KD 6.258 (6.519)] 2024-10-11 22:22:31,418 - Train: 4.08% [51000/1251000] [40.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002988] [CE 4.932 (4.899)] [KD 6.930 (6.572)] 2024-10-11 22:22:37,478 - Train: 4.08% [51050/1251000] [40.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.426 (4.832)] [KD 6.438 (6.414)] 2024-10-11 22:22:43,834 - Train: 4.08% [51100/1251000] [40.8/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.116] [lr 0.002988] [CE 5.211 (4.890)] [KD 6.746 (6.567)] 2024-10-11 22:22:49,681 - Train: 4.09% [51150/1251000] [40.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.924 (4.850)] [KD 6.419 (6.573)] 2024-10-11 22:22:55,538 - Train: 4.09% [51200/1251000] [40.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002988] [CE 4.925 (4.840)] [KD 6.752 (6.539)] 2024-10-11 22:23:01,520 - Train: 4.10% [51250/1251000] [41.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.840 (4.878)] [KD 6.424 (6.500)] 2024-10-11 22:23:06,318 - ==> Total time: 1:45:18 Eta: 1 day, 17:03:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:23:08,954 - Train: 4.10% [51300/1251000] [41.0/1000.0] [batch_t 0.116 (0.170)] [data_t 0.002] [optim_t 0.114] [lr 0.002988] [CE 4.927 (4.791)] [KD 6.223 (6.426)] 2024-10-11 22:23:14,684 - Train: 4.10% [51350/1251000] [41.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.801 (4.829)] [KD 6.305 (6.420)] 2024-10-11 22:23:20,887 - Train: 4.11% [51400/1251000] [41.1/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002988] [CE 5.469 (4.888)] [KD 6.488 (6.542)] 2024-10-11 22:23:27,162 - Train: 4.11% [51450/1251000] [41.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002988] [CE 4.958 (4.800)] [KD 6.657 (6.468)] 2024-10-11 22:23:32,996 - Train: 4.12% [51500/1251000] [41.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.748 (4.892)] [KD 6.739 (6.606)] 2024-10-11 22:23:38,826 - Train: 4.12% [51550/1251000] [41.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002988] [CE 4.347 (4.808)] [KD 6.400 (6.532)] 2024-10-11 22:23:44,515 - Train: 4.12% [51600/1251000] [41.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002988] [CE 4.782 (4.911)] [KD 6.513 (6.608)] 2024-10-11 22:23:50,239 - Train: 4.13% [51650/1251000] [41.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002988] [CE 5.306 (4.841)] [KD 6.991 (6.638)] 2024-10-11 22:23:56,339 - Train: 4.13% [51700/1251000] [41.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002988] [CE 5.106 (4.798)] [KD 6.515 (6.554)] 2024-10-11 22:24:02,270 - Train: 4.14% [51750/1251000] [41.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002987] [CE 5.408 (4.868)] [KD 7.178 (6.579)] 2024-10-11 22:24:08,259 - Train: 4.14% [51800/1251000] [41.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002987] [CE 4.651 (4.835)] [KD 6.292 (6.506)] 2024-10-11 22:24:14,371 - Train: 4.14% [51850/1251000] [41.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002987] [CE 4.698 (4.946)] [KD 6.566 (6.555)] 2024-10-11 22:24:20,109 - Train: 4.15% [51900/1251000] [41.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002987] [CE 4.856 (4.866)] [KD 6.654 (6.428)] 2024-10-11 22:24:26,025 - Train: 4.15% [51950/1251000] [41.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002987] [CE 5.047 (4.911)] [KD 6.725 (6.589)] 2024-10-11 22:24:32,046 - Train: 4.16% [52000/1251000] [41.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002987] [CE 4.906 (4.848)] [KD 6.571 (6.520)] 2024-10-11 22:24:37,822 - Train: 4.16% [52050/1251000] [41.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002987] [CE 4.462 (4.799)] [KD 6.276 (6.519)] 2024-10-11 22:24:43,597 - Train: 4.16% [52100/1251000] [41.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002987] [CE 4.666 (4.923)] [KD 6.726 (6.609)] 2024-10-11 22:24:49,488 - Train: 4.17% [52150/1251000] [41.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002987] [CE 4.525 (4.888)] [KD 6.374 (6.661)] 2024-10-11 22:24:55,245 - Train: 4.17% [52200/1251000] [41.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002987] [CE 4.929 (4.905)] [KD 6.548 (6.575)] 2024-10-11 22:25:01,506 - Train: 4.18% [52250/1251000] [41.8/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002987] [CE 4.722 (4.823)] [KD 6.567 (6.490)] 2024-10-11 22:25:07,599 - Train: 4.18% [52300/1251000] [41.8/1000.0] [batch_t 0.127 (0.122)] [data_t 0.002] [optim_t 0.124] [lr 0.002987] [CE 4.750 (4.917)] [KD 6.738 (6.554)] 2024-10-11 22:25:13,684 - Train: 4.18% [52350/1251000] [41.8/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002987] [CE 4.899 (4.903)] [KD 6.625 (6.518)] 2024-10-11 22:25:19,896 - Train: 4.19% [52400/1251000] [41.9/1000.0] [batch_t 0.127 (0.124)] [data_t 0.002] [optim_t 0.125] [lr 0.002987] [CE 4.555 (4.872)] [KD 6.031 (6.522)] 2024-10-11 22:25:26,004 - Train: 4.19% [52450/1251000] [41.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002987] [CE 5.164 (4.905)] [KD 6.981 (6.560)] 2024-10-11 22:25:32,089 - Train: 4.20% [52500/1251000] [42.0/1000.0] [batch_t 0.123 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002987] [CE 4.686 (4.897)] [KD 6.617 (6.635)] 2024-10-11 22:25:37,274 - ==> Total time: 1:47:49 Eta: 1 day, 16:59:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:25:40,006 - Train: 4.20% [52550/1251000] [42.0/1000.0] [batch_t 0.121 (0.196)] [data_t 0.002] [optim_t 0.119] [lr 0.002987] [CE 4.380 (4.913)] [KD 6.249 (6.399)] 2024-10-11 22:25:46,248 - Train: 4.20% [52600/1251000] [42.0/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002987] [CE 4.947 (4.925)] [KD 6.543 (6.492)] 2024-10-11 22:25:52,324 - Train: 4.21% [52650/1251000] [42.1/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002987] [CE 4.447 (4.843)] [KD 6.364 (6.506)] 2024-10-11 22:25:58,707 - Train: 4.21% [52700/1251000] [42.1/1000.0] [batch_t 0.117 (0.128)] [data_t 0.002] [optim_t 0.115] [lr 0.002987] [CE 4.632 (4.884)] [KD 6.498 (6.542)] 2024-10-11 22:26:04,635 - Train: 4.22% [52750/1251000] [42.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002987] [CE 5.068 (4.842)] [KD 6.513 (6.458)] 2024-10-11 22:26:10,389 - Train: 4.22% [52800/1251000] [42.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002987] [CE 5.148 (4.838)] [KD 6.610 (6.433)] 2024-10-11 22:26:16,230 - Train: 4.22% [52850/1251000] [42.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002987] [CE 5.101 (4.912)] [KD 6.648 (6.447)] 2024-10-11 22:26:22,371 - Train: 4.23% [52900/1251000] [42.3/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002987] [CE 5.149 (4.884)] [KD 6.585 (6.504)] 2024-10-11 22:26:28,138 - Train: 4.23% [52950/1251000] [42.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002987] [CE 4.910 (4.833)] [KD 6.646 (6.473)] 2024-10-11 22:26:34,308 - Train: 4.24% [53000/1251000] [42.4/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002987] [CE 4.487 (4.848)] [KD 6.456 (6.478)] 2024-10-11 22:26:40,114 - Train: 4.24% [53050/1251000] [42.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002987] [CE 4.925 (4.874)] [KD 6.581 (6.651)] 2024-10-11 22:26:46,091 - Train: 4.24% [53100/1251000] [42.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002987] [CE 4.997 (4.829)] [KD 6.398 (6.670)] 2024-10-11 22:26:52,030 - Train: 4.25% [53150/1251000] [42.5/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002987] [CE 4.486 (4.884)] [KD 6.556 (6.555)] 2024-10-11 22:26:58,258 - Train: 4.25% [53200/1251000] [42.5/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002987] [CE 4.498 (4.806)] [KD 6.383 (6.440)] 2024-10-11 22:27:04,082 - Train: 4.26% [53250/1251000] [42.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002987] [CE 5.186 (4.913)] [KD 6.749 (6.641)] 2024-10-11 22:27:10,019 - Train: 4.26% [53300/1251000] [42.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002987] [CE 4.879 (4.896)] [KD 6.831 (6.665)] 2024-10-11 22:27:15,835 - Train: 4.26% [53350/1251000] [42.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002987] [CE 4.759 (4.840)] [KD 6.379 (6.547)] 2024-10-11 22:27:21,740 - Train: 4.27% [53400/1251000] [42.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002987] [CE 4.587 (4.876)] [KD 6.225 (6.476)] 2024-10-11 22:27:27,752 - Train: 4.27% [53450/1251000] [42.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002987] [CE 4.742 (4.864)] [KD 6.057 (6.586)] 2024-10-11 22:27:33,773 - Train: 4.28% [53500/1251000] [42.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002987] [CE 4.763 (4.899)] [KD 6.635 (6.571)] 2024-10-11 22:27:39,823 - Train: 4.28% [53550/1251000] [42.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002987] [CE 5.136 (4.971)] [KD 6.607 (6.644)] 2024-10-11 22:27:45,821 - Train: 4.28% [53600/1251000] [42.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002987] [CE 5.009 (4.955)] [KD 6.602 (6.674)] 2024-10-11 22:27:51,720 - Train: 4.29% [53650/1251000] [42.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002987] [CE 4.920 (4.844)] [KD 6.521 (6.582)] 2024-10-11 22:27:57,571 - Train: 4.29% [53700/1251000] [42.9/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002987] [CE 4.605 (4.848)] [KD 6.617 (6.536)] 2024-10-11 22:28:03,805 - Train: 4.30% [53750/1251000] [43.0/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002986] [CE 5.191 (4.826)] [KD 6.447 (6.501)] 2024-10-11 22:28:08,776 - ==> Total time: 1:50:21 Eta: 1 day, 16:56:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:28:11,306 - Train: 4.30% [53800/1251000] [43.0/1000.0] [batch_t 0.115 (0.192)] [data_t 0.002] [optim_t 0.113] [lr 0.002986] [CE 5.073 (4.814)] [KD 6.642 (6.550)] 2024-10-11 22:28:17,527 - Train: 4.30% [53850/1251000] [43.0/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002986] [CE 4.911 (4.825)] [KD 6.410 (6.423)] 2024-10-11 22:28:23,687 - Train: 4.31% [53900/1251000] [43.1/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002986] [CE 4.630 (4.887)] [KD 6.581 (6.506)] 2024-10-11 22:28:29,542 - Train: 4.31% [53950/1251000] [43.1/1000.0] [batch_t 0.123 (0.117)] [data_t 0.003] [optim_t 0.121] [lr 0.002986] [CE 4.844 (4.822)] [KD 6.281 (6.467)] 2024-10-11 22:28:35,401 - Train: 4.32% [54000/1251000] [43.2/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002986] [CE 5.136 (4.886)] [KD 6.768 (6.549)] 2024-10-11 22:28:41,443 - Train: 4.32% [54050/1251000] [43.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002986] [CE 5.233 (4.847)] [KD 6.394 (6.455)] 2024-10-11 22:28:47,434 - Train: 4.32% [54100/1251000] [43.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002986] [CE 5.121 (4.921)] [KD 6.820 (6.485)] 2024-10-11 22:28:53,564 - Train: 4.33% [54150/1251000] [43.3/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002986] [CE 4.545 (4.851)] [KD 6.342 (6.510)] 2024-10-11 22:28:59,668 - Train: 4.33% [54200/1251000] [43.3/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002986] [CE 5.174 (4.827)] [KD 6.409 (6.460)] 2024-10-11 22:29:05,846 - Train: 4.34% [54250/1251000] [43.4/1000.0] [batch_t 0.125 (0.123)] [data_t 0.002] [optim_t 0.123] [lr 0.002986] [CE 4.471 (4.883)] [KD 6.471 (6.448)] 2024-10-11 22:29:11,693 - Train: 4.34% [54300/1251000] [43.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002986] [CE 4.988 (4.833)] [KD 6.344 (6.520)] 2024-10-11 22:29:17,555 - Train: 4.34% [54350/1251000] [43.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002986] [CE 4.841 (4.862)] [KD 6.777 (6.506)] 2024-10-11 22:29:23,378 - Train: 4.35% [54400/1251000] [43.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002986] [CE 5.055 (4.885)] [KD 6.570 (6.480)] 2024-10-11 22:29:29,320 - Train: 4.35% [54450/1251000] [43.5/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002986] [CE 5.124 (4.870)] [KD 6.663 (6.409)] 2024-10-11 22:29:35,486 - Train: 4.36% [54500/1251000] [43.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002986] [CE 5.069 (4.946)] [KD 6.335 (6.459)] 2024-10-11 22:29:41,565 - Train: 4.36% [54550/1251000] [43.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002986] [CE 4.785 (4.873)] [KD 7.079 (6.568)] 2024-10-11 22:29:47,525 - Train: 4.36% [54600/1251000] [43.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002986] [CE 4.835 (4.851)] [KD 6.482 (6.606)] 2024-10-11 22:29:53,447 - Train: 4.37% [54650/1251000] [43.7/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002986] [CE 4.835 (4.833)] [KD 6.251 (6.602)] 2024-10-11 22:29:59,472 - Train: 4.37% [54700/1251000] [43.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002986] [CE 4.915 (4.839)] [KD 6.554 (6.600)] 2024-10-11 22:30:05,625 - Train: 4.38% [54750/1251000] [43.8/1000.0] [batch_t 0.296 (0.123)] [data_t 0.002] [optim_t 0.294] [lr 0.002986] [CE 5.095 (4.792)] [KD 6.472 (6.540)] 2024-10-11 22:30:11,454 - Train: 4.38% [54800/1251000] [43.8/1000.0] [batch_t 0.126 (0.117)] [data_t 0.002] [optim_t 0.124] [lr 0.002986] [CE 5.327 (4.904)] [KD 6.569 (6.530)] 2024-10-11 22:30:17,369 - Train: 4.38% [54850/1251000] [43.8/1000.0] [batch_t 0.125 (0.118)] [data_t 0.003] [optim_t 0.123] [lr 0.002986] [CE 4.698 (4.942)] [KD 6.572 (6.593)] 2024-10-11 22:30:23,406 - Train: 4.39% [54900/1251000] [43.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002986] [CE 5.165 (4.893)] [KD 6.576 (6.483)] 2024-10-11 22:30:29,421 - Train: 4.39% [54950/1251000] [43.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002986] [CE 4.970 (4.844)] [KD 6.500 (6.513)] 2024-10-11 22:30:35,628 - Train: 4.40% [55000/1251000] [44.0/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002986] [CE 4.973 (4.830)] [KD 6.555 (6.489)] 2024-10-11 22:30:40,926 - ==> Total time: 1:52:53 Eta: 1 day, 16:52:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:30:43,103 - Train: 4.40% [55050/1251000] [44.0/1000.0] [batch_t 0.114 (0.199)] [data_t 0.002] [optim_t 0.111] [lr 0.002986] [CE 4.509 (4.761)] [KD 6.484 (6.535)] 2024-10-11 22:30:49,163 - Train: 4.40% [55100/1251000] [44.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002986] [CE 4.824 (4.840)] [KD 6.387 (6.388)] 2024-10-11 22:30:54,894 - Train: 4.41% [55150/1251000] [44.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002986] [CE 4.563 (4.843)] [KD 6.394 (6.560)] 2024-10-11 22:31:00,835 - Train: 4.41% [55200/1251000] [44.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002986] [CE 4.878 (4.851)] [KD 6.262 (6.563)] 2024-10-11 22:31:06,780 - Train: 4.42% [55250/1251000] [44.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002986] [CE 5.269 (4.925)] [KD 6.588 (6.513)] 2024-10-11 22:31:12,662 - Train: 4.42% [55300/1251000] [44.2/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002986] [CE 5.033 (4.903)] [KD 6.552 (6.489)] 2024-10-11 22:31:18,512 - Train: 4.42% [55350/1251000] [44.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002986] [CE 5.013 (4.884)] [KD 6.511 (6.421)] 2024-10-11 22:31:24,901 - Train: 4.43% [55400/1251000] [44.3/1000.0] [batch_t 0.113 (0.128)] [data_t 0.003] [optim_t 0.110] [lr 0.002986] [CE 4.983 (4.924)] [KD 6.541 (6.581)] 2024-10-11 22:31:31,066 - Train: 4.43% [55450/1251000] [44.3/1000.0] [batch_t 0.272 (0.123)] [data_t 0.002] [optim_t 0.270] [lr 0.002986] [CE 4.561 (4.858)] [KD 6.154 (6.513)] 2024-10-11 22:31:37,091 - Train: 4.44% [55500/1251000] [44.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002986] [CE 4.547 (4.810)] [KD 6.497 (6.417)] 2024-10-11 22:31:43,009 - Train: 4.44% [55550/1251000] [44.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002986] [CE 4.760 (4.852)] [KD 6.567 (6.478)] 2024-10-11 22:31:48,816 - Train: 4.44% [55600/1251000] [44.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002986] [CE 4.322 (4.870)] [KD 6.323 (6.520)] 2024-10-11 22:31:54,715 - Train: 4.45% [55650/1251000] [44.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002986] [CE 4.613 (4.839)] [KD 6.450 (6.410)] 2024-10-11 22:32:00,498 - Train: 4.45% [55700/1251000] [44.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002985] [CE 4.281 (4.860)] [KD 6.436 (6.439)] 2024-10-11 22:32:06,295 - Train: 4.46% [55750/1251000] [44.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002985] [CE 4.848 (4.884)] [KD 6.459 (6.597)] 2024-10-11 22:32:12,315 - Train: 4.46% [55800/1251000] [44.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002985] [CE 4.918 (4.873)] [KD 6.822 (6.642)] 2024-10-11 22:32:18,423 - Train: 4.46% [55850/1251000] [44.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002985] [CE 4.983 (4.886)] [KD 6.596 (6.627)] 2024-10-11 22:32:24,522 - Train: 4.47% [55900/1251000] [44.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002985] [CE 4.935 (4.917)] [KD 6.715 (6.571)] 2024-10-11 22:32:30,539 - Train: 4.47% [55950/1251000] [44.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002985] [CE 4.777 (4.814)] [KD 6.489 (6.431)] 2024-10-11 22:32:36,334 - Train: 4.48% [56000/1251000] [44.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002985] [CE 4.190 (4.896)] [KD 6.138 (6.599)] 2024-10-11 22:32:42,104 - Train: 4.48% [56050/1251000] [44.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002985] [CE 4.306 (4.842)] [KD 6.441 (6.507)] 2024-10-11 22:32:48,022 - Train: 4.48% [56100/1251000] [44.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002985] [CE 4.942 (4.871)] [KD 6.833 (6.603)] 2024-10-11 22:32:53,791 - Train: 4.49% [56150/1251000] [44.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002985] [CE 5.025 (4.858)] [KD 6.873 (6.521)] 2024-10-11 22:32:59,719 - Train: 4.49% [56200/1251000] [44.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002985] [CE 4.615 (4.855)] [KD 6.648 (6.495)] 2024-10-11 22:33:06,140 - Train: 4.50% [56250/1251000] [45.0/1000.0] [batch_t 0.117 (0.128)] [data_t 0.003] [optim_t 0.115] [lr 0.002985] [CE 4.824 (4.872)] [KD 6.104 (6.563)] 2024-10-11 22:33:16,266 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 30387] [top5_cnt 41999] [top_all 50000] 2024-10-11 22:33:16,266 - net: 60.774 (83.998) 2024-10-11 22:33:21,283 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 33488] [top5_cnt 43838] [top_all 50000] 2024-10-11 22:33:21,284 - net_E: 66.976 (87.676) 2024-10-11 22:33:21,426 - Max [top1: 60.774 (epoch: 45)] [top1-ema: 66.976 (epoch: 45)] 2024-10-11 22:33:21,426 - ==> Total time: 1:55:34 Eta: 1 day, 16:52:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:33:26,409 - Train: 4.50% [56300/1251000] [45.0/1000.0] [batch_t 0.112 (0.206)] [data_t 0.002] [optim_t 0.110] [lr 0.002985] [CE 5.216 (4.818)] [KD 6.758 (6.429)] 2024-10-11 22:33:32,491 - Train: 4.50% [56350/1251000] [45.0/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002985] [CE 4.382 (4.853)] [KD 6.435 (6.428)] 2024-10-11 22:33:38,367 - Train: 4.51% [56400/1251000] [45.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002985] [CE 4.754 (4.907)] [KD 6.142 (6.549)] 2024-10-11 22:33:44,111 - Train: 4.51% [56450/1251000] [45.1/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002985] [CE 5.006 (4.810)] [KD 6.428 (6.447)] 2024-10-11 22:33:49,827 - Train: 4.52% [56500/1251000] [45.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002985] [CE 4.481 (4.822)] [KD 6.358 (6.399)] 2024-10-11 22:33:55,805 - Train: 4.52% [56550/1251000] [45.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002985] [CE 4.701 (4.811)] [KD 6.124 (6.441)] 2024-10-11 22:34:01,911 - Train: 4.52% [56600/1251000] [45.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002985] [CE 4.937 (4.898)] [KD 6.769 (6.478)] 2024-10-11 22:34:07,785 - Train: 4.53% [56650/1251000] [45.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002985] [CE 5.118 (4.929)] [KD 6.776 (6.625)] 2024-10-11 22:34:13,478 - Train: 4.53% [56700/1251000] [45.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002985] [CE 4.319 (4.780)] [KD 6.372 (6.421)] 2024-10-11 22:34:19,468 - Train: 4.54% [56750/1251000] [45.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002985] [CE 4.997 (4.884)] [KD 6.274 (6.484)] 2024-10-11 22:34:25,300 - Train: 4.54% [56800/1251000] [45.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002985] [CE 4.682 (4.853)] [KD 6.410 (6.519)] 2024-10-11 22:34:31,320 - Train: 4.54% [56850/1251000] [45.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002985] [CE 4.528 (4.851)] [KD 6.635 (6.574)] 2024-10-11 22:34:37,242 - Train: 4.55% [56900/1251000] [45.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002985] [CE 4.984 (4.866)] [KD 6.454 (6.491)] 2024-10-11 22:34:43,028 - Train: 4.55% [56950/1251000] [45.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002985] [CE 5.239 (4.846)] [KD 7.044 (6.416)] 2024-10-11 22:34:48,752 - Train: 4.56% [57000/1251000] [45.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002985] [CE 4.740 (4.864)] [KD 6.556 (6.542)] 2024-10-11 22:34:54,737 - Train: 4.56% [57050/1251000] [45.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002985] [CE 4.849 (4.843)] [KD 6.543 (6.465)] 2024-10-11 22:35:00,697 - Train: 4.56% [57100/1251000] [45.6/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002985] [CE 4.756 (4.819)] [KD 6.166 (6.458)] 2024-10-11 22:35:06,665 - Train: 4.57% [57150/1251000] [45.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002985] [CE 4.481 (4.944)] [KD 6.391 (6.608)] 2024-10-11 22:35:12,662 - Train: 4.57% [57200/1251000] [45.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002985] [CE 4.885 (4.898)] [KD 6.812 (6.625)] 2024-10-11 22:35:18,372 - Train: 4.58% [57250/1251000] [45.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002985] [CE 4.759 (4.835)] [KD 6.659 (6.567)] 2024-10-11 22:35:24,095 - Train: 4.58% [57300/1251000] [45.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002985] [CE 4.893 (4.965)] [KD 6.423 (6.730)] 2024-10-11 22:35:29,857 - Train: 4.58% [57350/1251000] [45.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.002985] [CE 4.747 (4.886)] [KD 6.584 (6.510)] 2024-10-11 22:35:35,775 - Train: 4.59% [57400/1251000] [45.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002985] [CE 4.977 (4.940)] [KD 6.741 (6.589)] 2024-10-11 22:35:41,925 - Train: 4.59% [57450/1251000] [45.9/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002985] [CE 4.862 (4.837)] [KD 6.492 (6.643)] 2024-10-11 22:35:47,899 - Train: 4.60% [57500/1251000] [46.0/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002985] [CE 4.929 (4.932)] [KD 6.482 (6.575)] 2024-10-11 22:35:53,157 - ==> Total time: 1:58:05 Eta: 1 day, 16:49:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:35:55,355 - Train: 4.60% [57550/1251000] [46.0/1000.0] [batch_t 0.115 (0.180)] [data_t 0.003] [optim_t 0.113] [lr 0.002985] [CE 5.217 (4.917)] [KD 6.530 (6.488)] 2024-10-11 22:36:01,366 - Train: 4.60% [57600/1251000] [46.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002984] [CE 4.885 (4.873)] [KD 6.477 (6.498)] 2024-10-11 22:36:07,064 - Train: 4.61% [57650/1251000] [46.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002984] [CE 4.710 (4.885)] [KD 6.288 (6.493)] 2024-10-11 22:36:12,779 - Train: 4.61% [57700/1251000] [46.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002984] [CE 4.727 (4.874)] [KD 6.521 (6.507)] 2024-10-11 22:36:18,738 - Train: 4.62% [57750/1251000] [46.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002984] [CE 5.076 (4.868)] [KD 6.623 (6.455)] 2024-10-11 22:36:24,861 - Train: 4.62% [57800/1251000] [46.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002984] [CE 4.903 (4.824)] [KD 6.388 (6.340)] 2024-10-11 22:36:30,922 - Train: 4.62% [57850/1251000] [46.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002984] [CE 5.230 (4.826)] [KD 6.552 (6.379)] 2024-10-11 22:36:37,127 - Train: 4.63% [57900/1251000] [46.3/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002984] [CE 4.686 (4.845)] [KD 6.391 (6.510)] 2024-10-11 22:36:42,973 - Train: 4.63% [57950/1251000] [46.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002984] [CE 4.829 (4.787)] [KD 6.354 (6.322)] 2024-10-11 22:36:48,795 - Train: 4.64% [58000/1251000] [46.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002984] [CE 4.583 (4.850)] [KD 6.570 (6.405)] 2024-10-11 22:36:54,790 - Train: 4.64% [58050/1251000] [46.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002984] [CE 5.050 (4.895)] [KD 6.351 (6.468)] 2024-10-11 22:37:00,750 - Train: 4.64% [58100/1251000] [46.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002984] [CE 4.849 (4.804)] [KD 6.268 (6.450)] 2024-10-11 22:37:06,807 - Train: 4.65% [58150/1251000] [46.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002984] [CE 5.351 (4.877)] [KD 6.662 (6.395)] 2024-10-11 22:37:12,632 - Train: 4.65% [58200/1251000] [46.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002984] [CE 5.145 (4.848)] [KD 6.436 (6.464)] 2024-10-11 22:37:18,616 - Train: 4.66% [58250/1251000] [46.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002984] [CE 4.987 (4.897)] [KD 6.534 (6.498)] 2024-10-11 22:37:24,903 - Train: 4.66% [58300/1251000] [46.6/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.117] [lr 0.002984] [CE 4.248 (4.865)] [KD 6.241 (6.488)] 2024-10-11 22:37:30,697 - Train: 4.66% [58350/1251000] [46.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002984] [CE 5.289 (4.901)] [KD 6.673 (6.465)] 2024-10-11 22:37:36,598 - Train: 4.67% [58400/1251000] [46.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002984] [CE 4.677 (4.845)] [KD 6.580 (6.541)] 2024-10-11 22:37:42,542 - Train: 4.67% [58450/1251000] [46.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002984] [CE 4.724 (4.917)] [KD 6.373 (6.490)] 2024-10-11 22:37:48,386 - Train: 4.68% [58500/1251000] [46.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002984] [CE 4.715 (4.803)] [KD 6.211 (6.476)] 2024-10-11 22:37:54,125 - Train: 4.68% [58550/1251000] [46.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.002984] [CE 5.154 (4.875)] [KD 6.254 (6.538)] 2024-10-11 22:37:59,859 - Train: 4.68% [58600/1251000] [46.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002984] [CE 4.518 (4.892)] [KD 6.118 (6.635)] 2024-10-11 22:38:05,942 - Train: 4.69% [58650/1251000] [46.9/1000.0] [batch_t 0.124 (0.122)] [data_t 0.002] [optim_t 0.121] [lr 0.002984] [CE 4.921 (4.845)] [KD 6.523 (6.491)] 2024-10-11 22:38:12,052 - Train: 4.69% [58700/1251000] [46.9/1000.0] [batch_t 0.249 (0.122)] [data_t 0.003] [optim_t 0.246] [lr 0.002984] [CE 5.080 (4.844)] [KD 6.758 (6.511)] 2024-10-11 22:38:18,278 - Train: 4.70% [58750/1251000] [47.0/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002984] [CE 4.854 (4.896)] [KD 6.363 (6.492)] 2024-10-11 22:38:23,712 - ==> Total time: 2:00:36 Eta: 1 day, 16:45:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:38:25,415 - Train: 4.70% [58800/1251000] [47.0/1000.0] [batch_t 0.119 (0.236)] [data_t 0.002] [optim_t 0.116] [lr 0.002984] [CE 4.720 (4.557)] [KD 6.298 (6.392)] 2024-10-11 22:38:31,441 - Train: 4.70% [58850/1251000] [47.0/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002984] [CE 5.153 (4.813)] [KD 6.824 (6.463)] 2024-10-11 22:38:37,377 - Train: 4.71% [58900/1251000] [47.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002984] [CE 5.064 (4.834)] [KD 6.521 (6.466)] 2024-10-11 22:38:43,190 - Train: 4.71% [58950/1251000] [47.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.118] [lr 0.002984] [CE 4.707 (4.809)] [KD 6.576 (6.397)] 2024-10-11 22:38:49,098 - Train: 4.72% [59000/1251000] [47.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002984] [CE 4.642 (4.899)] [KD 6.456 (6.449)] 2024-10-11 22:38:55,345 - Train: 4.72% [59050/1251000] [47.2/1000.0] [batch_t 0.111 (0.125)] [data_t 0.003] [optim_t 0.109] [lr 0.002984] [CE 5.117 (4.783)] [KD 6.737 (6.367)] 2024-10-11 22:39:01,362 - Train: 4.72% [59100/1251000] [47.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002984] [CE 4.774 (4.837)] [KD 6.291 (6.440)] 2024-10-11 22:39:07,226 - Train: 4.73% [59150/1251000] [47.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002984] [CE 5.060 (4.853)] [KD 6.708 (6.424)] 2024-10-11 22:39:12,973 - Train: 4.73% [59200/1251000] [47.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002984] [CE 4.961 (4.819)] [KD 6.512 (6.486)] 2024-10-11 22:39:18,721 - Train: 4.74% [59250/1251000] [47.4/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002984] [CE 5.142 (4.846)] [KD 6.673 (6.545)] 2024-10-11 22:39:24,709 - Train: 4.74% [59300/1251000] [47.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002984] [CE 4.237 (4.925)] [KD 6.463 (6.529)] 2024-10-11 22:39:30,708 - Train: 4.74% [59350/1251000] [47.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002984] [CE 4.845 (4.804)] [KD 6.432 (6.503)] 2024-10-11 22:39:36,546 - Train: 4.75% [59400/1251000] [47.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002984] [CE 4.573 (4.777)] [KD 6.099 (6.365)] 2024-10-11 22:39:42,537 - Train: 4.75% [59450/1251000] [47.5/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002983] [CE 4.735 (4.826)] [KD 6.207 (6.398)] 2024-10-11 22:39:48,410 - Train: 4.76% [59500/1251000] [47.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002983] [CE 5.076 (4.845)] [KD 6.683 (6.457)] 2024-10-11 22:39:54,299 - Train: 4.76% [59550/1251000] [47.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002983] [CE 4.609 (4.869)] [KD 6.499 (6.491)] 2024-10-11 22:40:00,638 - Train: 4.76% [59600/1251000] [47.6/1000.0] [batch_t 0.117 (0.127)] [data_t 0.003] [optim_t 0.115] [lr 0.002983] [CE 5.455 (4.872)] [KD 6.848 (6.437)] 2024-10-11 22:40:06,500 - Train: 4.77% [59650/1251000] [47.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002983] [CE 4.774 (4.852)] [KD 6.069 (6.478)] 2024-10-11 22:40:12,418 - Train: 4.77% [59700/1251000] [47.7/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002983] [CE 4.719 (4.856)] [KD 6.155 (6.577)] 2024-10-11 22:40:18,176 - Train: 4.78% [59750/1251000] [47.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002983] [CE 4.743 (4.840)] [KD 6.321 (6.433)] 2024-10-11 22:40:23,935 - Train: 4.78% [59800/1251000] [47.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002983] [CE 4.631 (4.846)] [KD 6.350 (6.388)] 2024-10-11 22:40:29,949 - Train: 4.78% [59850/1251000] [47.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002983] [CE 5.088 (4.845)] [KD 6.560 (6.494)] 2024-10-11 22:40:36,341 - Train: 4.79% [59900/1251000] [47.9/1000.0] [batch_t 0.119 (0.128)] [data_t 0.002] [optim_t 0.116] [lr 0.002983] [CE 4.990 (4.849)] [KD 6.163 (6.368)] 2024-10-11 22:40:42,604 - Train: 4.79% [59950/1251000] [47.9/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002983] [CE 4.922 (4.879)] [KD 6.688 (6.485)] 2024-10-11 22:40:48,577 - Train: 4.80% [60000/1251000] [48.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002983] [CE 4.754 (4.829)] [KD 5.935 (6.441)] 2024-10-11 22:40:54,137 - ==> Total time: 2:03:06 Eta: 1 day, 16:41:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:40:55,592 - Train: 4.80% [60050/1251000] [48.0/1000.0] [batch_t 0.120 (0.243)] [data_t 0.007] [optim_t 0.113] [lr 0.002983] [CE 4.919 (4.959)] [KD 6.274 (6.302)] 2024-10-11 22:41:01,581 - Train: 4.80% [60100/1251000] [48.0/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002983] [CE 4.550 (4.820)] [KD 6.361 (6.416)] 2024-10-11 22:41:07,470 - Train: 4.81% [60150/1251000] [48.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002983] [CE 5.010 (4.866)] [KD 6.792 (6.381)] 2024-10-11 22:41:13,497 - Train: 4.81% [60200/1251000] [48.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002983] [CE 5.426 (4.873)] [KD 6.508 (6.470)] 2024-10-11 22:41:19,786 - Train: 4.82% [60250/1251000] [48.2/1000.0] [batch_t 0.113 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002983] [CE 4.774 (4.892)] [KD 6.261 (6.426)] 2024-10-11 22:41:25,739 - Train: 4.82% [60300/1251000] [48.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002983] [CE 4.273 (4.847)] [KD 6.183 (6.475)] 2024-10-11 22:41:31,720 - Train: 4.82% [60350/1251000] [48.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002983] [CE 5.009 (4.867)] [KD 6.464 (6.444)] 2024-10-11 22:41:37,588 - Train: 4.83% [60400/1251000] [48.3/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002983] [CE 5.068 (4.902)] [KD 6.639 (6.453)] 2024-10-11 22:41:43,418 - Train: 4.83% [60450/1251000] [48.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002983] [CE 4.919 (4.823)] [KD 6.743 (6.438)] 2024-10-11 22:41:49,224 - Train: 4.84% [60500/1251000] [48.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002983] [CE 4.371 (4.823)] [KD 6.278 (6.391)] 2024-10-11 22:41:55,281 - Train: 4.84% [60550/1251000] [48.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002983] [CE 4.705 (4.830)] [KD 6.265 (6.364)] 2024-10-11 22:42:01,052 - Train: 4.84% [60600/1251000] [48.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002983] [CE 4.990 (4.881)] [KD 6.777 (6.411)] 2024-10-11 22:42:07,474 - Train: 4.85% [60650/1251000] [48.5/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.113] [lr 0.002983] [CE 4.854 (4.923)] [KD 6.942 (6.406)] 2024-10-11 22:42:13,184 - Train: 4.85% [60700/1251000] [48.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002983] [CE 5.104 (4.844)] [KD 6.621 (6.371)] 2024-10-11 22:42:18,910 - Train: 4.86% [60750/1251000] [48.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002983] [CE 4.561 (4.882)] [KD 6.613 (6.349)] 2024-10-11 22:42:24,775 - Train: 4.86% [60800/1251000] [48.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002983] [CE 4.840 (4.822)] [KD 6.408 (6.408)] 2024-10-11 22:42:30,809 - Train: 4.86% [60850/1251000] [48.6/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002983] [CE 4.826 (4.862)] [KD 6.240 (6.463)] 2024-10-11 22:42:36,746 - Train: 4.87% [60900/1251000] [48.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002983] [CE 4.948 (4.845)] [KD 6.498 (6.509)] 2024-10-11 22:42:42,802 - Train: 4.87% [60950/1251000] [48.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002983] [CE 4.832 (4.910)] [KD 6.292 (6.376)] 2024-10-11 22:42:48,608 - Train: 4.88% [61000/1251000] [48.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002983] [CE 4.316 (4.876)] [KD 6.387 (6.483)] 2024-10-11 22:42:54,658 - Train: 4.88% [61050/1251000] [48.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002983] [CE 4.682 (4.900)] [KD 6.359 (6.439)] 2024-10-11 22:43:00,953 - Train: 4.88% [61100/1251000] [48.8/1000.0] [batch_t 0.121 (0.126)] [data_t 0.002] [optim_t 0.118] [lr 0.002983] [CE 4.984 (4.923)] [KD 6.510 (6.458)] 2024-10-11 22:43:06,969 - Train: 4.89% [61150/1251000] [48.9/1000.0] [batch_t 0.130 (0.120)] [data_t 0.003] [optim_t 0.128] [lr 0.002983] [CE 4.693 (4.824)] [KD 6.407 (6.442)] 2024-10-11 22:43:13,432 - Train: 4.89% [61200/1251000] [48.9/1000.0] [batch_t 0.121 (0.129)] [data_t 0.002] [optim_t 0.118] [lr 0.002982] [CE 4.948 (4.862)] [KD 6.423 (6.425)] 2024-10-11 22:43:19,345 - Train: 4.90% [61250/1251000] [49.0/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002982] [CE 4.567 (4.815)] [KD 6.527 (6.364)] 2024-10-11 22:43:25,080 - ==> Total time: 2:05:37 Eta: 1 day, 16:38:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:43:26,461 - Train: 4.90% [61300/1251000] [49.0/1000.0] [batch_t 0.365 (0.365)] [data_t 0.232] [optim_t 0.133] [lr 0.002982] [CE 4.962 (4.962)] [KD 6.418 (6.418)] 2024-10-11 22:43:32,516 - Train: 4.90% [61350/1251000] [49.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002982] [CE 5.063 (4.821)] [KD 6.801 (6.401)] 2024-10-11 22:43:38,337 - Train: 4.91% [61400/1251000] [49.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002982] [CE 5.279 (4.855)] [KD 6.397 (6.473)] 2024-10-11 22:43:44,225 - Train: 4.91% [61450/1251000] [49.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002982] [CE 4.960 (4.867)] [KD 6.363 (6.446)] 2024-10-11 22:43:50,230 - Train: 4.92% [61500/1251000] [49.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002982] [CE 5.066 (4.829)] [KD 6.549 (6.520)] 2024-10-11 22:43:56,271 - Train: 4.92% [61550/1251000] [49.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002982] [CE 5.001 (4.848)] [KD 6.672 (6.433)] 2024-10-11 22:44:02,302 - Train: 4.92% [61600/1251000] [49.2/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002982] [CE 5.055 (4.848)] [KD 6.717 (6.521)] 2024-10-11 22:44:08,061 - Train: 4.93% [61650/1251000] [49.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002982] [CE 5.040 (4.880)] [KD 6.552 (6.473)] 2024-10-11 22:44:13,779 - Train: 4.93% [61700/1251000] [49.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002982] [CE 4.903 (4.918)] [KD 6.625 (6.522)] 2024-10-11 22:44:19,504 - Train: 4.94% [61750/1251000] [49.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002982] [CE 4.935 (4.918)] [KD 6.618 (6.482)] 2024-10-11 22:44:25,497 - Train: 4.94% [61800/1251000] [49.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002982] [CE 4.686 (4.880)] [KD 6.322 (6.468)] 2024-10-11 22:44:31,370 - Train: 4.94% [61850/1251000] [49.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002982] [CE 5.282 (4.875)] [KD 6.567 (6.516)] 2024-10-11 22:44:37,248 - Train: 4.95% [61900/1251000] [49.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002982] [CE 5.050 (4.927)] [KD 6.803 (6.568)] 2024-10-11 22:44:43,197 - Train: 4.95% [61950/1251000] [49.5/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002982] [CE 4.705 (4.878)] [KD 6.052 (6.446)] 2024-10-11 22:44:49,403 - Train: 4.96% [62000/1251000] [49.6/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002982] [CE 4.407 (4.848)] [KD 6.323 (6.449)] 2024-10-11 22:44:55,244 - Train: 4.96% [62050/1251000] [49.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002982] [CE 5.007 (4.823)] [KD 6.848 (6.464)] 2024-10-11 22:45:01,186 - Train: 4.96% [62100/1251000] [49.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002982] [CE 4.887 (4.867)] [KD 6.732 (6.514)] 2024-10-11 22:45:07,004 - Train: 4.97% [62150/1251000] [49.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002982] [CE 4.878 (4.778)] [KD 6.315 (6.402)] 2024-10-11 22:45:13,120 - Train: 4.97% [62200/1251000] [49.7/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002982] [CE 5.269 (4.932)] [KD 6.596 (6.491)] 2024-10-11 22:45:18,945 - Train: 4.98% [62250/1251000] [49.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002982] [CE 4.949 (4.927)] [KD 6.599 (6.529)] 2024-10-11 22:45:24,778 - Train: 4.98% [62300/1251000] [49.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002982] [CE 4.814 (4.813)] [KD 6.563 (6.429)] 2024-10-11 22:45:30,858 - Train: 4.98% [62350/1251000] [49.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002982] [CE 5.110 (4.886)] [KD 6.509 (6.450)] 2024-10-11 22:45:37,050 - Train: 4.99% [62400/1251000] [49.9/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002982] [CE 4.911 (4.842)] [KD 6.346 (6.449)] 2024-10-11 22:45:43,025 - Train: 4.99% [62450/1251000] [49.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002982] [CE 4.550 (4.833)] [KD 6.512 (6.345)] 2024-10-11 22:45:48,796 - Train: 5.00% [62500/1251000] [50.0/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002982] [CE 4.449 (4.846)] [KD 6.476 (6.330)] 2024-10-11 22:45:54,537 - Train: 5.00% [62550/1251000] [50.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002982] [CE 4.635 (4.863)] [KD 6.409 (6.445)] 2024-10-11 22:45:59,498 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.095)] [top1_cnt 29846] [top5_cnt 41384] [top_all 50000] 2024-10-11 22:45:59,498 - net: 59.692 (82.768) 2024-10-11 22:46:04,640 - Test (net_E): 100.00% [50/50] [batch_t 0.122 (0.097)] [top1_cnt 33756] [top5_cnt 43999] [top_all 50000] 2024-10-11 22:46:04,641 - net_E: 67.512 (87.998) 2024-10-11 22:46:04,771 - Max [top1: 60.774 (epoch: 45)] [top1-ema: 67.512 (epoch: 50)] 2024-10-11 22:46:04,771 - ==> Total time: 2:08:17 Eta: 1 day, 16:37:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:46:14,740 - Train: 5.00% [62600/1251000] [50.0/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002982] [CE 4.708 (4.866)] [KD 6.368 (6.319)] 2024-10-11 22:46:20,754 - Train: 5.01% [62650/1251000] [50.1/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002982] [CE 4.856 (4.900)] [KD 6.407 (6.362)] 2024-10-11 22:46:26,915 - Train: 5.01% [62700/1251000] [50.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002982] [CE 4.434 (4.894)] [KD 6.423 (6.413)] 2024-10-11 22:46:33,049 - Train: 5.02% [62750/1251000] [50.2/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002982] [CE 5.290 (4.832)] [KD 6.418 (6.368)] 2024-10-11 22:46:39,041 - Train: 5.02% [62800/1251000] [50.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002982] [CE 4.611 (4.805)] [KD 6.291 (6.436)] 2024-10-11 22:46:45,220 - Train: 5.02% [62850/1251000] [50.2/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002982] [CE 5.171 (4.854)] [KD 6.663 (6.344)] 2024-10-11 22:46:51,082 - Train: 5.03% [62900/1251000] [50.3/1000.0] [batch_t 0.124 (0.117)] [data_t 0.003] [optim_t 0.122] [lr 0.002982] [CE 5.235 (4.860)] [KD 6.893 (6.447)] 2024-10-11 22:46:57,002 - Train: 5.03% [62950/1251000] [50.3/1000.0] [batch_t 0.123 (0.118)] [data_t 0.002] [optim_t 0.120] [lr 0.002981] [CE 4.776 (4.788)] [KD 6.473 (6.455)] 2024-10-11 22:47:03,014 - Train: 5.04% [63000/1251000] [50.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002981] [CE 4.155 (4.907)] [KD 6.540 (6.568)] 2024-10-11 22:47:09,198 - Train: 5.04% [63050/1251000] [50.4/1000.0] [batch_t 0.120 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002981] [CE 4.631 (4.871)] [KD 6.381 (6.497)] 2024-10-11 22:47:15,199 - Train: 5.04% [63100/1251000] [50.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002981] [CE 4.995 (4.844)] [KD 6.333 (6.563)] 2024-10-11 22:47:21,346 - Train: 5.05% [63150/1251000] [50.5/1000.0] [batch_t 0.240 (0.123)] [data_t 0.002] [optim_t 0.238] [lr 0.002981] [CE 5.127 (4.898)] [KD 6.049 (6.464)] 2024-10-11 22:47:27,230 - Train: 5.05% [63200/1251000] [50.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002981] [CE 4.807 (4.898)] [KD 6.103 (6.450)] 2024-10-11 22:47:33,290 - Train: 5.06% [63250/1251000] [50.6/1000.0] [batch_t 0.248 (0.121)] [data_t 0.002] [optim_t 0.246] [lr 0.002981] [CE 4.881 (4.795)] [KD 6.131 (6.371)] 2024-10-11 22:47:39,341 - Train: 5.06% [63300/1251000] [50.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002981] [CE 4.639 (4.843)] [KD 6.122 (6.399)] 2024-10-11 22:47:45,108 - Train: 5.06% [63350/1251000] [50.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002981] [CE 5.003 (4.843)] [KD 6.911 (6.453)] 2024-10-11 22:47:50,836 - Train: 5.07% [63400/1251000] [50.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002981] [CE 5.263 (4.884)] [KD 6.679 (6.407)] 2024-10-11 22:47:56,839 - Train: 5.07% [63450/1251000] [50.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002981] [CE 4.780 (4.835)] [KD 6.616 (6.487)] 2024-10-11 22:48:02,614 - Train: 5.08% [63500/1251000] [50.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002981] [CE 4.862 (4.866)] [KD 6.626 (6.475)] 2024-10-11 22:48:08,462 - Train: 5.08% [63550/1251000] [50.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002981] [CE 4.730 (4.856)] [KD 6.077 (6.434)] 2024-10-11 22:48:14,406 - Train: 5.08% [63600/1251000] [50.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002981] [CE 4.834 (4.847)] [KD 6.254 (6.423)] 2024-10-11 22:48:20,246 - Train: 5.09% [63650/1251000] [50.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002981] [CE 4.562 (4.875)] [KD 6.419 (6.503)] 2024-10-11 22:48:26,194 - Train: 5.09% [63700/1251000] [50.9/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002981] [CE 4.930 (4.844)] [KD 6.396 (6.384)] 2024-10-11 22:48:32,020 - Train: 5.10% [63750/1251000] [51.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002981] [CE 4.799 (4.806)] [KD 6.724 (6.390)] 2024-10-11 22:48:37,747 - Train: 5.10% [63800/1251000] [51.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002981] [CE 4.547 (4.848)] [KD 6.193 (6.434)] 2024-10-11 22:48:37,858 - ==> Total time: 2:10:50 Eta: 1 day, 16:34:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:48:45,309 - Train: 5.10% [63850/1251000] [51.0/1000.0] [batch_t 0.113 (0.128)] [data_t 0.003] [optim_t 0.111] [lr 0.002981] [CE 4.997 (4.803)] [KD 6.265 (6.275)] 2024-10-11 22:48:51,193 - Train: 5.11% [63900/1251000] [51.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002981] [CE 4.672 (4.804)] [KD 6.442 (6.301)] 2024-10-11 22:48:56,940 - Train: 5.11% [63950/1251000] [51.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002981] [CE 4.990 (4.820)] [KD 6.481 (6.312)] 2024-10-11 22:49:02,873 - Train: 5.12% [64000/1251000] [51.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002981] [CE 4.679 (4.863)] [KD 6.082 (6.363)] 2024-10-11 22:49:08,770 - Train: 5.12% [64050/1251000] [51.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002981] [CE 4.610 (4.846)] [KD 6.132 (6.313)] 2024-10-11 22:49:15,077 - Train: 5.12% [64100/1251000] [51.2/1000.0] [batch_t 0.112 (0.126)] [data_t 0.002] [optim_t 0.110] [lr 0.002981] [CE 4.669 (4.760)] [KD 6.394 (6.292)] 2024-10-11 22:49:20,823 - Train: 5.13% [64150/1251000] [51.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002981] [CE 4.963 (4.901)] [KD 6.688 (6.326)] 2024-10-11 22:49:26,515 - Train: 5.13% [64200/1251000] [51.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002981] [CE 4.972 (4.768)] [KD 6.359 (6.374)] 2024-10-11 22:49:32,384 - Train: 5.14% [64250/1251000] [51.4/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002981] [CE 4.740 (4.883)] [KD 6.180 (6.398)] 2024-10-11 22:49:38,358 - Train: 5.14% [64300/1251000] [51.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002981] [CE 4.712 (4.826)] [KD 6.428 (6.360)] 2024-10-11 22:49:44,086 - Train: 5.14% [64350/1251000] [51.4/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002981] [CE 4.466 (4.832)] [KD 5.907 (6.381)] 2024-10-11 22:49:49,824 - Train: 5.15% [64400/1251000] [51.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.002981] [CE 4.749 (4.849)] [KD 5.926 (6.319)] 2024-10-11 22:49:55,783 - Train: 5.15% [64450/1251000] [51.5/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002981] [CE 4.844 (4.903)] [KD 6.617 (6.479)] 2024-10-11 22:50:01,773 - Train: 5.16% [64500/1251000] [51.6/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002981] [CE 4.927 (4.823)] [KD 6.351 (6.381)] 2024-10-11 22:50:07,657 - Train: 5.16% [64550/1251000] [51.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002981] [CE 5.263 (4.910)] [KD 6.553 (6.503)] 2024-10-11 22:50:13,512 - Train: 5.16% [64600/1251000] [51.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002981] [CE 5.017 (4.823)] [KD 6.496 (6.456)] 2024-10-11 22:50:19,214 - Train: 5.17% [64650/1251000] [51.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002980] [CE 5.089 (4.857)] [KD 6.516 (6.409)] 2024-10-11 22:50:25,021 - Train: 5.17% [64700/1251000] [51.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002980] [CE 5.331 (4.882)] [KD 6.465 (6.471)] 2024-10-11 22:50:31,018 - Train: 5.18% [64750/1251000] [51.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002980] [CE 4.670 (4.808)] [KD 5.978 (6.364)] 2024-10-11 22:50:36,857 - Train: 5.18% [64800/1251000] [51.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002980] [CE 4.626 (4.793)] [KD 6.438 (6.320)] 2024-10-11 22:50:42,629 - Train: 5.18% [64850/1251000] [51.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002980] [CE 4.633 (4.838)] [KD 6.019 (6.324)] 2024-10-11 22:50:48,454 - Train: 5.19% [64900/1251000] [51.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002980] [CE 4.567 (4.797)] [KD 6.110 (6.329)] 2024-10-11 22:50:54,416 - Train: 5.19% [64950/1251000] [51.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002980] [CE 5.066 (4.776)] [KD 5.931 (6.320)] 2024-10-11 22:51:00,225 - Train: 5.20% [65000/1251000] [52.0/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002980] [CE 4.456 (4.937)] [KD 6.623 (6.508)] 2024-10-11 22:51:06,100 - Train: 5.20% [65050/1251000] [52.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002980] [CE 4.745 (4.828)] [KD 6.145 (6.440)] 2024-10-11 22:51:06,325 - ==> Total time: 2:13:18 Eta: 1 day, 16:30:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:51:13,580 - Train: 5.20% [65100/1251000] [52.0/1000.0] [batch_t 0.112 (0.129)] [data_t 0.002] [optim_t 0.110] [lr 0.002980] [CE 4.898 (4.831)] [KD 6.114 (6.273)] 2024-10-11 22:51:19,579 - Train: 5.21% [65150/1251000] [52.1/1000.0] [batch_t 0.257 (0.120)] [data_t 0.002] [optim_t 0.254] [lr 0.002980] [CE 5.097 (4.811)] [KD 6.385 (6.270)] 2024-10-11 22:51:25,578 - Train: 5.21% [65200/1251000] [52.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002980] [CE 4.931 (4.886)] [KD 6.324 (6.300)] 2024-10-11 22:51:31,430 - Train: 5.22% [65250/1251000] [52.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002980] [CE 4.916 (4.860)] [KD 6.090 (6.311)] 2024-10-11 22:51:37,225 - Train: 5.22% [65300/1251000] [52.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002980] [CE 4.849 (4.919)] [KD 6.682 (6.422)] 2024-10-11 22:51:42,970 - Train: 5.22% [65350/1251000] [52.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002980] [CE 4.942 (4.813)] [KD 6.491 (6.355)] 2024-10-11 22:51:48,820 - Train: 5.23% [65400/1251000] [52.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002980] [CE 4.787 (4.833)] [KD 6.650 (6.323)] 2024-10-11 22:51:54,821 - Train: 5.23% [65450/1251000] [52.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002980] [CE 5.078 (4.787)] [KD 6.294 (6.278)] 2024-10-11 22:52:00,673 - Train: 5.24% [65500/1251000] [52.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002980] [CE 5.270 (4.859)] [KD 6.456 (6.319)] 2024-10-11 22:52:06,585 - Train: 5.24% [65550/1251000] [52.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002980] [CE 5.065 (4.863)] [KD 6.503 (6.360)] 2024-10-11 22:52:12,453 - Train: 5.24% [65600/1251000] [52.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002980] [CE 5.030 (4.830)] [KD 6.413 (6.330)] 2024-10-11 22:52:18,235 - Train: 5.25% [65650/1251000] [52.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002980] [CE 4.472 (4.815)] [KD 6.043 (6.360)] 2024-10-11 22:52:23,871 - Train: 5.25% [65700/1251000] [52.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.003] [optim_t 0.108] [lr 0.002980] [CE 4.792 (4.814)] [KD 6.693 (6.386)] 2024-10-11 22:52:29,651 - Train: 5.26% [65750/1251000] [52.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002980] [CE 4.940 (4.817)] [KD 6.298 (6.298)] 2024-10-11 22:52:35,695 - Train: 5.26% [65800/1251000] [52.6/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002980] [CE 5.021 (4.923)] [KD 6.408 (6.422)] 2024-10-11 22:52:41,570 - Train: 5.26% [65850/1251000] [52.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002980] [CE 4.551 (4.903)] [KD 6.648 (6.454)] 2024-10-11 22:52:47,301 - Train: 5.27% [65900/1251000] [52.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002980] [CE 5.235 (4.827)] [KD 6.661 (6.417)] 2024-10-11 22:52:53,311 - Train: 5.27% [65950/1251000] [52.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002980] [CE 4.595 (4.856)] [KD 6.423 (6.309)] 2024-10-11 22:52:59,182 - Train: 5.28% [66000/1251000] [52.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002980] [CE 4.621 (4.837)] [KD 6.475 (6.434)] 2024-10-11 22:53:05,247 - Train: 5.28% [66050/1251000] [52.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002980] [CE 4.370 (4.796)] [KD 6.181 (6.383)] 2024-10-11 22:53:11,119 - Train: 5.28% [66100/1251000] [52.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002980] [CE 5.077 (4.891)] [KD 6.569 (6.426)] 2024-10-11 22:53:16,853 - Train: 5.29% [66150/1251000] [52.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002980] [CE 4.800 (4.876)] [KD 6.347 (6.464)] 2024-10-11 22:53:22,651 - Train: 5.29% [66200/1251000] [52.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002980] [CE 4.846 (4.837)] [KD 6.363 (6.456)] 2024-10-11 22:53:28,558 - Train: 5.30% [66250/1251000] [53.0/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002979] [CE 4.872 (4.879)] [KD 6.395 (6.418)] 2024-10-11 22:53:34,538 - Train: 5.30% [66300/1251000] [53.0/1000.0] [batch_t 0.110 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.002979] [CE 4.513 (4.882)] [KD 6.185 (6.458)] 2024-10-11 22:53:34,868 - ==> Total time: 2:15:47 Eta: 1 day, 16:26:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:53:42,055 - Train: 5.30% [66350/1251000] [53.0/1000.0] [batch_t 0.117 (0.128)] [data_t 0.003] [optim_t 0.114] [lr 0.002979] [CE 5.065 (4.844)] [KD 6.278 (6.289)] 2024-10-11 22:53:48,162 - Train: 5.31% [66400/1251000] [53.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002979] [CE 4.810 (4.840)] [KD 6.402 (6.287)] 2024-10-11 22:53:53,949 - Train: 5.31% [66450/1251000] [53.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002979] [CE 4.465 (4.794)] [KD 6.051 (6.267)] 2024-10-11 22:53:59,690 - Train: 5.32% [66500/1251000] [53.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002979] [CE 5.088 (4.834)] [KD 6.539 (6.382)] 2024-10-11 22:54:05,628 - Train: 5.32% [66550/1251000] [53.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002979] [CE 4.939 (4.922)] [KD 6.324 (6.333)] 2024-10-11 22:54:11,564 - Train: 5.32% [66600/1251000] [53.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002979] [CE 4.926 (4.863)] [KD 6.152 (6.303)] 2024-10-11 22:54:17,426 - Train: 5.33% [66650/1251000] [53.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002979] [CE 4.811 (4.832)] [KD 6.425 (6.407)] 2024-10-11 22:54:23,366 - Train: 5.33% [66700/1251000] [53.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002979] [CE 4.756 (4.850)] [KD 6.524 (6.442)] 2024-10-11 22:54:29,036 - Train: 5.34% [66750/1251000] [53.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002979] [CE 4.635 (4.833)] [KD 6.339 (6.372)] 2024-10-11 22:54:34,960 - Train: 5.34% [66800/1251000] [53.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002979] [CE 5.069 (4.863)] [KD 6.311 (6.360)] 2024-10-11 22:54:40,944 - Train: 5.34% [66850/1251000] [53.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002979] [CE 4.564 (4.753)] [KD 6.196 (6.265)] 2024-10-11 22:54:46,682 - Train: 5.35% [66900/1251000] [53.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002979] [CE 4.732 (4.874)] [KD 6.187 (6.407)] 2024-10-11 22:54:52,448 - Train: 5.35% [66950/1251000] [53.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002979] [CE 4.951 (4.829)] [KD 6.510 (6.446)] 2024-10-11 22:54:58,315 - Train: 5.36% [67000/1251000] [53.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002979] [CE 4.863 (4.816)] [KD 6.235 (6.399)] 2024-10-11 22:55:04,144 - Train: 5.36% [67050/1251000] [53.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002979] [CE 4.716 (4.879)] [KD 6.405 (6.445)] 2024-10-11 22:55:10,001 - Train: 5.36% [67100/1251000] [53.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002979] [CE 4.653 (4.794)] [KD 6.191 (6.336)] 2024-10-11 22:55:15,978 - Train: 5.37% [67150/1251000] [53.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002979] [CE 4.660 (4.801)] [KD 6.442 (6.277)] 2024-10-11 22:55:21,830 - Train: 5.37% [67200/1251000] [53.7/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002979] [CE 4.870 (4.770)] [KD 6.234 (6.379)] 2024-10-11 22:55:27,850 - Train: 5.38% [67250/1251000] [53.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002979] [CE 5.326 (4.932)] [KD 6.616 (6.515)] 2024-10-11 22:55:33,656 - Train: 5.38% [67300/1251000] [53.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002979] [CE 4.889 (4.883)] [KD 6.829 (6.490)] 2024-10-11 22:55:39,363 - Train: 5.38% [67350/1251000] [53.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002979] [CE 4.866 (4.904)] [KD 6.420 (6.327)] 2024-10-11 22:55:45,214 - Train: 5.39% [67400/1251000] [53.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002979] [CE 5.148 (4.799)] [KD 6.597 (6.368)] 2024-10-11 22:55:51,084 - Train: 5.39% [67450/1251000] [53.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002979] [CE 4.798 (4.854)] [KD 6.117 (6.358)] 2024-10-11 22:55:57,011 - Train: 5.40% [67500/1251000] [54.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002979] [CE 4.654 (4.815)] [KD 6.327 (6.395)] 2024-10-11 22:56:02,937 - Train: 5.40% [67550/1251000] [54.0/1000.0] [batch_t 0.109 (0.118)] [data_t 0.002] [optim_t 0.107] [lr 0.002979] [CE 4.693 (4.875)] [KD 6.474 (6.453)] 2024-10-11 22:56:03,379 - ==> Total time: 2:18:16 Eta: 1 day, 16:22:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:56:12,222 - Train: 5.40% [67600/1251000] [54.0/1000.0] [batch_t 0.120 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002979] [CE 4.952 (4.868)] [KD 6.119 (6.239)] 2024-10-11 22:56:18,320 - Train: 5.41% [67650/1251000] [54.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002979] [CE 4.146 (4.776)] [KD 5.909 (6.322)] 2024-10-11 22:56:24,055 - Train: 5.41% [67700/1251000] [54.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002979] [CE 4.608 (4.860)] [KD 6.242 (6.462)] 2024-10-11 22:56:29,877 - Train: 5.42% [67750/1251000] [54.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002979] [CE 4.521 (4.841)] [KD 6.175 (6.310)] 2024-10-11 22:56:35,554 - Train: 5.42% [67800/1251000] [54.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002979] [CE 5.198 (4.837)] [KD 6.220 (6.399)] 2024-10-11 22:56:41,624 - Train: 5.42% [67850/1251000] [54.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002978] [CE 5.192 (4.867)] [KD 6.316 (6.431)] 2024-10-11 22:56:47,421 - Train: 5.43% [67900/1251000] [54.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002978] [CE 5.145 (4.830)] [KD 6.147 (6.249)] 2024-10-11 22:56:53,219 - Train: 5.43% [67950/1251000] [54.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002978] [CE 5.118 (4.835)] [KD 6.529 (6.377)] 2024-10-11 22:56:59,111 - Train: 5.44% [68000/1251000] [54.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002978] [CE 5.167 (4.874)] [KD 6.400 (6.459)] 2024-10-11 22:57:04,924 - Train: 5.44% [68050/1251000] [54.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002978] [CE 4.738 (4.823)] [KD 6.563 (6.458)] 2024-10-11 22:57:10,769 - Train: 5.44% [68100/1251000] [54.4/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002978] [CE 4.420 (4.839)] [KD 5.996 (6.314)] 2024-10-11 22:57:16,577 - Train: 5.45% [68150/1251000] [54.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002978] [CE 4.713 (4.894)] [KD 6.217 (6.455)] 2024-10-11 22:57:22,511 - Train: 5.45% [68200/1251000] [54.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002978] [CE 4.572 (4.868)] [KD 6.194 (6.430)] 2024-10-11 22:57:28,305 - Train: 5.46% [68250/1251000] [54.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002978] [CE 4.391 (4.845)] [KD 6.378 (6.435)] 2024-10-11 22:57:34,156 - Train: 5.46% [68300/1251000] [54.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002978] [CE 4.538 (4.803)] [KD 6.665 (6.358)] 2024-10-11 22:57:39,965 - Train: 5.46% [68350/1251000] [54.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002978] [CE 4.646 (4.895)] [KD 6.414 (6.480)] 2024-10-11 22:57:46,110 - Train: 5.47% [68400/1251000] [54.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002978] [CE 5.331 (4.843)] [KD 6.764 (6.306)] 2024-10-11 22:57:52,019 - Train: 5.47% [68450/1251000] [54.7/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.120] [lr 0.002978] [CE 4.648 (4.823)] [KD 6.274 (6.299)] 2024-10-11 22:57:58,113 - Train: 5.48% [68500/1251000] [54.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002978] [CE 4.722 (4.796)] [KD 6.281 (6.418)] 2024-10-11 22:58:03,911 - Train: 5.48% [68550/1251000] [54.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002978] [CE 4.907 (4.762)] [KD 6.394 (6.381)] 2024-10-11 22:58:09,843 - Train: 5.48% [68600/1251000] [54.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002978] [CE 4.991 (4.749)] [KD 6.594 (6.307)] 2024-10-11 22:58:15,889 - Train: 5.49% [68650/1251000] [54.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002978] [CE 5.045 (4.876)] [KD 6.646 (6.413)] 2024-10-11 22:58:22,187 - Train: 5.49% [68700/1251000] [54.9/1000.0] [batch_t 0.113 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002978] [CE 4.267 (4.827)] [KD 6.410 (6.412)] 2024-10-11 22:58:27,903 - Train: 5.50% [68750/1251000] [55.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002978] [CE 4.824 (4.814)] [KD 6.347 (6.429)] 2024-10-11 22:58:33,819 - Train: 5.50% [68800/1251000] [55.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002978] [CE 4.305 (4.867)] [KD 6.139 (6.351)] 2024-10-11 22:58:39,222 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 30122] [top5_cnt 41660] [top_all 50000] 2024-10-11 22:58:39,223 - net: 60.244 (83.320) 2024-10-11 22:58:44,191 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33976] [top5_cnt 44091] [top_all 50000] 2024-10-11 22:58:44,192 - net_E: 67.952 (88.182) 2024-10-11 22:58:44,330 - Max [top1: 60.774 (epoch: 45)] [top1-ema: 67.952 (epoch: 55)] 2024-10-11 22:58:44,331 - ==> Total time: 2:20:57 Eta: 1 day, 16:21:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 22:58:52,729 - Train: 5.50% [68850/1251000] [55.0/1000.0] [batch_t 0.113 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002978] [CE 5.192 (4.789)] [KD 6.428 (6.263)] 2024-10-11 22:58:58,761 - Train: 5.51% [68900/1251000] [55.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002978] [CE 5.155 (4.859)] [KD 6.562 (6.295)] 2024-10-11 22:59:04,495 - Train: 5.51% [68950/1251000] [55.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002978] [CE 4.884 (4.803)] [KD 6.474 (6.307)] 2024-10-11 22:59:10,205 - Train: 5.52% [69000/1251000] [55.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002978] [CE 4.809 (4.868)] [KD 5.989 (6.382)] 2024-10-11 22:59:16,638 - Train: 5.52% [69050/1251000] [55.2/1000.0] [batch_t 0.114 (0.129)] [data_t 0.003] [optim_t 0.111] [lr 0.002978] [CE 4.492 (4.827)] [KD 6.308 (6.344)] 2024-10-11 22:59:22,531 - Train: 5.52% [69100/1251000] [55.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002978] [CE 4.901 (4.851)] [KD 6.295 (6.291)] 2024-10-11 22:59:28,369 - Train: 5.53% [69150/1251000] [55.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002978] [CE 4.922 (4.827)] [KD 6.330 (6.283)] 2024-10-11 22:59:34,169 - Train: 5.53% [69200/1251000] [55.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002978] [CE 4.865 (4.892)] [KD 6.472 (6.293)] 2024-10-11 22:59:39,966 - Train: 5.54% [69250/1251000] [55.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002978] [CE 4.940 (4.786)] [KD 6.405 (6.361)] 2024-10-11 22:59:46,006 - Train: 5.54% [69300/1251000] [55.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002978] [CE 4.925 (4.825)] [KD 6.574 (6.345)] 2024-10-11 22:59:51,826 - Train: 5.54% [69350/1251000] [55.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002978] [CE 4.873 (4.839)] [KD 6.511 (6.367)] 2024-10-11 22:59:57,573 - Train: 5.55% [69400/1251000] [55.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002978] [CE 5.212 (4.807)] [KD 6.871 (6.359)] 2024-10-11 23:00:03,577 - Train: 5.55% [69450/1251000] [55.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 4.998 (4.876)] [KD 6.737 (6.381)] 2024-10-11 23:00:09,577 - Train: 5.56% [69500/1251000] [55.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002977] [CE 4.791 (4.838)] [KD 6.150 (6.285)] 2024-10-11 23:00:15,538 - Train: 5.56% [69550/1251000] [55.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002977] [CE 4.450 (4.812)] [KD 6.356 (6.312)] 2024-10-11 23:00:21,328 - Train: 5.56% [69600/1251000] [55.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 4.653 (4.788)] [KD 6.207 (6.270)] 2024-10-11 23:00:27,216 - Train: 5.57% [69650/1251000] [55.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002977] [CE 4.940 (4.857)] [KD 6.438 (6.446)] 2024-10-11 23:00:33,098 - Train: 5.57% [69700/1251000] [55.7/1000.0] [batch_t 0.254 (0.118)] [data_t 0.002] [optim_t 0.251] [lr 0.002977] [CE 4.923 (4.806)] [KD 6.891 (6.250)] 2024-10-11 23:00:38,944 - Train: 5.58% [69750/1251000] [55.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002977] [CE 4.359 (4.873)] [KD 5.973 (6.332)] 2024-10-11 23:00:44,701 - Train: 5.58% [69800/1251000] [55.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 4.924 (4.806)] [KD 6.401 (6.403)] 2024-10-11 23:00:50,569 - Train: 5.58% [69850/1251000] [55.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002977] [CE 4.923 (4.906)] [KD 6.525 (6.479)] 2024-10-11 23:00:56,852 - Train: 5.59% [69900/1251000] [55.9/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002977] [CE 4.236 (4.802)] [KD 6.293 (6.432)] 2024-10-11 23:01:02,792 - Train: 5.59% [69950/1251000] [55.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002977] [CE 5.055 (4.855)] [KD 6.669 (6.387)] 2024-10-11 23:01:08,642 - Train: 5.60% [70000/1251000] [56.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002977] [CE 5.458 (4.899)] [KD 6.521 (6.397)] 2024-10-11 23:01:14,484 - Train: 5.60% [70050/1251000] [56.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 5.135 (4.897)] [KD 6.272 (6.426)] 2024-10-11 23:01:15,167 - ==> Total time: 2:23:27 Eta: 1 day, 16:18:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:01:22,275 - Train: 5.60% [70100/1251000] [56.0/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.002977] [CE 4.934 (4.860)] [KD 6.680 (6.293)] 2024-10-11 23:01:28,270 - Train: 5.61% [70150/1251000] [56.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002977] [CE 4.565 (4.818)] [KD 6.405 (6.281)] 2024-10-11 23:01:34,143 - Train: 5.61% [70200/1251000] [56.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002977] [CE 5.285 (4.907)] [KD 6.481 (6.456)] 2024-10-11 23:01:40,075 - Train: 5.62% [70250/1251000] [56.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002977] [CE 4.591 (4.745)] [KD 6.175 (6.274)] 2024-10-11 23:01:45,834 - Train: 5.62% [70300/1251000] [56.2/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002977] [CE 5.141 (4.791)] [KD 6.243 (6.335)] 2024-10-11 23:01:51,971 - Train: 5.62% [70350/1251000] [56.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002977] [CE 4.795 (4.818)] [KD 6.031 (6.246)] 2024-10-11 23:01:57,845 - Train: 5.63% [70400/1251000] [56.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002977] [CE 5.114 (4.840)] [KD 6.685 (6.303)] 2024-10-11 23:02:03,671 - Train: 5.63% [70450/1251000] [56.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002977] [CE 5.095 (4.816)] [KD 6.689 (6.341)] 2024-10-11 23:02:09,492 - Train: 5.64% [70500/1251000] [56.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002977] [CE 4.594 (4.848)] [KD 6.239 (6.342)] 2024-10-11 23:02:15,543 - Train: 5.64% [70550/1251000] [56.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002977] [CE 4.961 (4.785)] [KD 6.432 (6.279)] 2024-10-11 23:02:21,435 - Train: 5.64% [70600/1251000] [56.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002977] [CE 5.056 (4.861)] [KD 6.315 (6.423)] 2024-10-11 23:02:27,347 - Train: 5.65% [70650/1251000] [56.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002977] [CE 4.990 (4.857)] [KD 6.568 (6.425)] 2024-10-11 23:02:33,136 - Train: 5.65% [70700/1251000] [56.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 4.923 (4.838)] [KD 6.695 (6.476)] 2024-10-11 23:02:39,150 - Train: 5.66% [70750/1251000] [56.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 5.068 (4.828)] [KD 6.211 (6.344)] 2024-10-11 23:02:45,154 - Train: 5.66% [70800/1251000] [56.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002977] [CE 5.272 (4.864)] [KD 6.802 (6.333)] 2024-10-11 23:02:50,894 - Train: 5.66% [70850/1251000] [56.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002977] [CE 4.718 (4.851)] [KD 6.365 (6.390)] 2024-10-11 23:02:56,607 - Train: 5.67% [70900/1251000] [56.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002977] [CE 4.604 (4.792)] [KD 6.174 (6.280)] 2024-10-11 23:03:02,458 - Train: 5.67% [70950/1251000] [56.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002976] [CE 5.239 (4.852)] [KD 6.732 (6.258)] 2024-10-11 23:03:08,458 - Train: 5.68% [71000/1251000] [56.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002976] [CE 5.289 (4.863)] [KD 6.811 (6.477)] 2024-10-11 23:03:14,199 - Train: 5.68% [71050/1251000] [56.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002976] [CE 4.404 (4.840)] [KD 6.195 (6.329)] 2024-10-11 23:03:20,073 - Train: 5.68% [71100/1251000] [56.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002976] [CE 4.324 (4.815)] [KD 6.258 (6.265)] 2024-10-11 23:03:25,792 - Train: 5.69% [71150/1251000] [56.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002976] [CE 4.562 (4.848)] [KD 5.950 (6.367)] 2024-10-11 23:03:31,861 - Train: 5.69% [71200/1251000] [56.9/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002976] [CE 5.026 (4.863)] [KD 6.672 (6.377)] 2024-10-11 23:03:37,726 - Train: 5.70% [71250/1251000] [57.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002976] [CE 4.697 (4.850)] [KD 6.311 (6.329)] 2024-10-11 23:03:43,455 - Train: 5.70% [71300/1251000] [57.0/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.002976] [CE 4.397 (4.792)] [KD 6.108 (6.217)] 2024-10-11 23:03:44,246 - ==> Total time: 2:25:56 Eta: 1 day, 16:14:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:03:51,148 - Train: 5.70% [71350/1251000] [57.0/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002976] [CE 4.608 (4.804)] [KD 5.910 (6.205)] 2024-10-11 23:03:57,239 - Train: 5.71% [71400/1251000] [57.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002976] [CE 4.648 (4.745)] [KD 6.236 (6.166)] 2024-10-11 23:04:03,089 - Train: 5.71% [71450/1251000] [57.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002976] [CE 4.817 (4.839)] [KD 6.343 (6.287)] 2024-10-11 23:04:09,143 - Train: 5.72% [71500/1251000] [57.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002976] [CE 4.383 (4.798)] [KD 5.772 (6.306)] 2024-10-11 23:04:15,431 - Train: 5.72% [71550/1251000] [57.2/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.002976] [CE 4.698 (4.903)] [KD 6.097 (6.448)] 2024-10-11 23:04:21,440 - Train: 5.72% [71600/1251000] [57.2/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002976] [CE 4.970 (4.885)] [KD 6.596 (6.328)] 2024-10-11 23:04:27,502 - Train: 5.73% [71650/1251000] [57.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002976] [CE 4.584 (4.826)] [KD 6.058 (6.360)] 2024-10-11 23:04:33,483 - Train: 5.73% [71700/1251000] [57.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002976] [CE 4.626 (4.820)] [KD 6.283 (6.434)] 2024-10-11 23:04:39,449 - Train: 5.74% [71750/1251000] [57.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002976] [CE 4.873 (4.790)] [KD 6.354 (6.266)] 2024-10-11 23:04:45,374 - Train: 5.74% [71800/1251000] [57.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002976] [CE 4.852 (4.812)] [KD 6.215 (6.337)] 2024-10-11 23:04:51,308 - Train: 5.74% [71850/1251000] [57.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002976] [CE 4.315 (4.812)] [KD 5.847 (6.331)] 2024-10-11 23:04:57,134 - Train: 5.75% [71900/1251000] [57.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002976] [CE 4.856 (4.806)] [KD 6.463 (6.343)] 2024-10-11 23:05:03,372 - Train: 5.75% [71950/1251000] [57.5/1000.0] [batch_t 0.113 (0.125)] [data_t 0.003] [optim_t 0.110] [lr 0.002976] [CE 4.106 (4.834)] [KD 5.799 (6.357)] 2024-10-11 23:05:09,227 - Train: 5.76% [72000/1251000] [57.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002976] [CE 4.884 (4.824)] [KD 6.534 (6.338)] 2024-10-11 23:05:15,299 - Train: 5.76% [72050/1251000] [57.6/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002976] [CE 4.980 (4.785)] [KD 6.409 (6.297)] 2024-10-11 23:05:21,434 - Train: 5.76% [72100/1251000] [57.6/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002976] [CE 4.981 (4.834)] [KD 6.448 (6.386)] 2024-10-11 23:05:27,384 - Train: 5.77% [72150/1251000] [57.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002976] [CE 4.653 (4.817)] [KD 6.124 (6.400)] 2024-10-11 23:05:33,471 - Train: 5.77% [72200/1251000] [57.7/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002976] [CE 4.835 (4.830)] [KD 6.165 (6.354)] 2024-10-11 23:05:39,412 - Train: 5.78% [72250/1251000] [57.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002976] [CE 5.063 (4.797)] [KD 6.122 (6.290)] 2024-10-11 23:05:45,353 - Train: 5.78% [72300/1251000] [57.8/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002976] [CE 5.056 (4.870)] [KD 6.523 (6.336)] 2024-10-11 23:05:51,437 - Train: 5.78% [72350/1251000] [57.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002976] [CE 5.145 (4.874)] [KD 6.250 (6.303)] 2024-10-11 23:05:57,757 - Train: 5.79% [72400/1251000] [57.9/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002976] [CE 5.150 (4.883)] [KD 6.302 (6.344)] 2024-10-11 23:06:03,834 - Train: 5.79% [72450/1251000] [57.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002975] [CE 4.720 (4.807)] [KD 6.550 (6.299)] 2024-10-11 23:06:09,753 - Train: 5.80% [72500/1251000] [58.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002975] [CE 4.603 (4.808)] [KD 6.325 (6.390)] 2024-10-11 23:06:15,651 - Train: 5.80% [72550/1251000] [58.0/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002975] [CE 4.729 (4.808)] [KD 6.135 (6.369)] 2024-10-11 23:06:16,571 - ==> Total time: 2:28:29 Eta: 1 day, 16:11:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:06:23,172 - Train: 5.80% [72600/1251000] [58.0/1000.0] [batch_t 0.114 (0.128)] [data_t 0.003] [optim_t 0.111] [lr 0.002975] [CE 4.634 (4.823)] [KD 5.879 (6.212)] 2024-10-11 23:06:28,979 - Train: 5.81% [72650/1251000] [58.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002975] [CE 5.067 (4.839)] [KD 6.476 (6.236)] 2024-10-11 23:06:35,169 - Train: 5.81% [72700/1251000] [58.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002975] [CE 4.909 (4.801)] [KD 6.370 (6.300)] 2024-10-11 23:06:41,241 - Train: 5.82% [72750/1251000] [58.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002975] [CE 4.779 (4.811)] [KD 6.316 (6.359)] 2024-10-11 23:06:47,249 - Train: 5.82% [72800/1251000] [58.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002975] [CE 5.091 (4.773)] [KD 6.696 (6.266)] 2024-10-11 23:06:52,986 - Train: 5.82% [72850/1251000] [58.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002975] [CE 5.030 (4.854)] [KD 6.465 (6.472)] 2024-10-11 23:06:58,822 - Train: 5.83% [72900/1251000] [58.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002975] [CE 4.919 (4.828)] [KD 6.639 (6.502)] 2024-10-11 23:07:04,604 - Train: 5.83% [72950/1251000] [58.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002975] [CE 4.720 (4.815)] [KD 6.665 (6.273)] 2024-10-11 23:07:10,934 - Train: 5.84% [73000/1251000] [58.4/1000.0] [batch_t 0.120 (0.126)] [data_t 0.003] [optim_t 0.118] [lr 0.002975] [CE 4.895 (4.877)] [KD 6.342 (6.322)] 2024-10-11 23:07:16,920 - Train: 5.84% [73050/1251000] [58.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002975] [CE 4.855 (4.816)] [KD 6.516 (6.354)] 2024-10-11 23:07:22,936 - Train: 5.84% [73100/1251000] [58.4/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002975] [CE 5.154 (4.863)] [KD 6.187 (6.298)] 2024-10-11 23:07:28,983 - Train: 5.85% [73150/1251000] [58.5/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002975] [CE 4.722 (4.757)] [KD 5.906 (6.265)] 2024-10-11 23:07:34,869 - Train: 5.85% [73200/1251000] [58.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002975] [CE 4.709 (4.908)] [KD 6.549 (6.391)] 2024-10-11 23:07:40,712 - Train: 5.86% [73250/1251000] [58.6/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002975] [CE 4.423 (4.854)] [KD 6.240 (6.304)] 2024-10-11 23:07:47,011 - Train: 5.86% [73300/1251000] [58.6/1000.0] [batch_t 0.120 (0.126)] [data_t 0.003] [optim_t 0.118] [lr 0.002975] [CE 4.256 (4.834)] [KD 6.133 (6.345)] 2024-10-11 23:07:53,092 - Train: 5.86% [73350/1251000] [58.6/1000.0] [batch_t 0.125 (0.122)] [data_t 0.003] [optim_t 0.122] [lr 0.002975] [CE 4.953 (4.826)] [KD 6.285 (6.331)] 2024-10-11 23:07:59,040 - Train: 5.87% [73400/1251000] [58.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002975] [CE 4.600 (4.799)] [KD 6.193 (6.374)] 2024-10-11 23:08:05,033 - Train: 5.87% [73450/1251000] [58.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002975] [CE 5.173 (4.913)] [KD 6.547 (6.345)] 2024-10-11 23:08:10,963 - Train: 5.88% [73500/1251000] [58.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002975] [CE 4.482 (4.793)] [KD 6.157 (6.375)] 2024-10-11 23:08:17,163 - Train: 5.88% [73550/1251000] [58.8/1000.0] [batch_t 0.253 (0.124)] [data_t 0.003] [optim_t 0.251] [lr 0.002975] [CE 5.290 (4.796)] [KD 6.462 (6.380)] 2024-10-11 23:08:23,125 - Train: 5.88% [73600/1251000] [58.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002975] [CE 4.462 (4.818)] [KD 6.187 (6.350)] 2024-10-11 23:08:29,065 - Train: 5.89% [73650/1251000] [58.9/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.120] [lr 0.002975] [CE 4.544 (4.924)] [KD 6.265 (6.366)] 2024-10-11 23:08:35,068 - Train: 5.89% [73700/1251000] [58.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002975] [CE 4.903 (4.830)] [KD 6.235 (6.312)] 2024-10-11 23:08:41,030 - Train: 5.90% [73750/1251000] [59.0/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002975] [CE 4.856 (4.805)] [KD 6.415 (6.380)] 2024-10-11 23:08:46,866 - Train: 5.90% [73800/1251000] [59.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002975] [CE 4.897 (4.829)] [KD 6.516 (6.386)] 2024-10-11 23:08:47,880 - ==> Total time: 2:31:00 Eta: 1 day, 16:08:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:08:54,771 - Train: 5.90% [73850/1251000] [59.0/1000.0] [batch_t 0.115 (0.131)] [data_t 0.002] [optim_t 0.112] [lr 0.002975] [CE 4.806 (4.820)] [KD 6.194 (6.275)] 2024-10-11 23:09:00,636 - Train: 5.91% [73900/1251000] [59.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002975] [CE 5.167 (4.818)] [KD 6.330 (6.240)] 2024-10-11 23:09:06,761 - Train: 5.91% [73950/1251000] [59.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002974] [CE 4.973 (4.886)] [KD 6.283 (6.331)] 2024-10-11 23:09:12,702 - Train: 5.92% [74000/1251000] [59.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002974] [CE 4.934 (4.798)] [KD 6.673 (6.350)] 2024-10-11 23:09:18,716 - Train: 5.92% [74050/1251000] [59.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002974] [CE 4.983 (4.761)] [KD 6.373 (6.318)] 2024-10-11 23:09:24,556 - Train: 5.92% [74100/1251000] [59.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002974] [CE 4.873 (4.799)] [KD 6.183 (6.318)] 2024-10-11 23:09:30,443 - Train: 5.93% [74150/1251000] [59.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002974] [CE 4.997 (4.819)] [KD 6.439 (6.276)] 2024-10-11 23:09:36,390 - Train: 5.93% [74200/1251000] [59.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002974] [CE 4.933 (4.797)] [KD 6.599 (6.279)] 2024-10-11 23:09:42,469 - Train: 5.94% [74250/1251000] [59.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002974] [CE 4.477 (4.819)] [KD 6.063 (6.263)] 2024-10-11 23:09:48,545 - Train: 5.94% [74300/1251000] [59.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002974] [CE 4.610 (4.849)] [KD 6.125 (6.340)] 2024-10-11 23:09:54,380 - Train: 5.94% [74350/1251000] [59.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002974] [CE 4.392 (4.811)] [KD 6.133 (6.290)] 2024-10-11 23:10:00,675 - Train: 5.95% [74400/1251000] [59.5/1000.0] [batch_t 0.120 (0.126)] [data_t 0.003] [optim_t 0.117] [lr 0.002974] [CE 4.146 (4.786)] [KD 6.043 (6.260)] 2024-10-11 23:10:06,561 - Train: 5.95% [74450/1251000] [59.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002974] [CE 5.079 (4.779)] [KD 6.622 (6.226)] 2024-10-11 23:10:12,564 - Train: 5.96% [74500/1251000] [59.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002974] [CE 4.891 (4.859)] [KD 6.384 (6.258)] 2024-10-11 23:10:18,457 - Train: 5.96% [74550/1251000] [59.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002974] [CE 4.279 (4.803)] [KD 6.427 (6.339)] 2024-10-11 23:10:24,464 - Train: 5.96% [74600/1251000] [59.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002974] [CE 4.698 (4.841)] [KD 6.087 (6.370)] 2024-10-11 23:10:30,669 - Train: 5.97% [74650/1251000] [59.7/1000.0] [batch_t 0.124 (0.124)] [data_t 0.003] [optim_t 0.121] [lr 0.002974] [CE 4.894 (4.871)] [KD 6.558 (6.410)] 2024-10-11 23:10:36,884 - Train: 5.97% [74700/1251000] [59.7/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002974] [CE 4.935 (4.863)] [KD 6.689 (6.273)] 2024-10-11 23:10:42,838 - Train: 5.98% [74750/1251000] [59.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002974] [CE 4.926 (4.809)] [KD 6.407 (6.285)] 2024-10-11 23:10:48,969 - Train: 5.98% [74800/1251000] [59.8/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002974] [CE 4.499 (4.801)] [KD 6.636 (6.204)] 2024-10-11 23:10:55,079 - Train: 5.98% [74850/1251000] [59.8/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002974] [CE 4.885 (4.919)] [KD 6.261 (6.402)] 2024-10-11 23:11:00,988 - Train: 5.99% [74900/1251000] [59.9/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002974] [CE 5.177 (4.859)] [KD 6.326 (6.414)] 2024-10-11 23:11:06,957 - Train: 5.99% [74950/1251000] [59.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002974] [CE 4.620 (4.880)] [KD 6.352 (6.387)] 2024-10-11 23:11:12,810 - Train: 6.00% [75000/1251000] [60.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002974] [CE 4.341 (4.796)] [KD 6.402 (6.234)] 2024-10-11 23:11:18,962 - Train: 6.00% [75050/1251000] [60.0/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002974] [CE 5.434 (4.872)] [KD 6.836 (6.391)] 2024-10-11 23:11:25,122 - Test (net): 100.00% [50/50] [batch_t 0.205 (0.095)] [top1_cnt 30394] [top5_cnt 41910] [top_all 50000] 2024-10-11 23:11:25,122 - net: 60.788 (83.820) 2024-10-11 23:11:30,207 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 34223] [top5_cnt 44207] [top_all 50000] 2024-10-11 23:11:30,207 - net_E: 68.446 (88.414) 2024-10-11 23:11:30,353 - Max [top1: 60.788 (epoch: 60)] [top1-ema: 68.446 (epoch: 60)] 2024-10-11 23:11:30,354 - ==> Total time: 2:33:43 Eta: 1 day, 16:08:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:11:40,534 - Train: 6.00% [75100/1251000] [60.0/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002974] [CE 5.023 (4.841)] [KD 6.375 (6.286)] 2024-10-11 23:11:46,392 - Train: 6.01% [75150/1251000] [60.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002974] [CE 4.429 (4.835)] [KD 6.245 (6.251)] 2024-10-11 23:11:52,444 - Train: 6.01% [75200/1251000] [60.1/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002974] [CE 5.035 (4.870)] [KD 6.194 (6.325)] 2024-10-11 23:11:58,783 - Train: 6.02% [75250/1251000] [60.2/1000.0] [batch_t 0.124 (0.127)] [data_t 0.003] [optim_t 0.122] [lr 0.002974] [CE 4.636 (4.853)] [KD 6.270 (6.215)] 2024-10-11 23:12:04,641 - Train: 6.02% [75300/1251000] [60.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002974] [CE 4.341 (4.879)] [KD 6.114 (6.284)] 2024-10-11 23:12:10,705 - Train: 6.02% [75350/1251000] [60.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002973] [CE 4.531 (4.843)] [KD 5.933 (6.392)] 2024-10-11 23:12:16,626 - Train: 6.03% [75400/1251000] [60.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 5.057 (4.851)] [KD 6.526 (6.341)] 2024-10-11 23:12:22,654 - Train: 6.03% [75450/1251000] [60.3/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002973] [CE 5.050 (4.797)] [KD 6.702 (6.248)] 2024-10-11 23:12:28,864 - Train: 6.04% [75500/1251000] [60.4/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 4.715 (4.850)] [KD 6.341 (6.328)] 2024-10-11 23:12:34,712 - Train: 6.04% [75550/1251000] [60.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002973] [CE 4.092 (4.855)] [KD 5.943 (6.395)] 2024-10-11 23:12:40,549 - Train: 6.04% [75600/1251000] [60.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002973] [CE 5.024 (4.825)] [KD 6.287 (6.354)] 2024-10-11 23:12:46,873 - Train: 6.05% [75650/1251000] [60.5/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 5.085 (4.865)] [KD 6.379 (6.363)] 2024-10-11 23:12:52,866 - Train: 6.05% [75700/1251000] [60.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002973] [CE 4.490 (4.809)] [KD 5.824 (6.253)] 2024-10-11 23:12:58,851 - Train: 6.06% [75750/1251000] [60.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 4.967 (4.871)] [KD 5.915 (6.182)] 2024-10-11 23:13:04,767 - Train: 6.06% [75800/1251000] [60.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002973] [CE 4.857 (4.839)] [KD 6.196 (6.243)] 2024-10-11 23:13:10,547 - Train: 6.06% [75850/1251000] [60.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002973] [CE 4.587 (4.827)] [KD 6.324 (6.262)] 2024-10-11 23:13:16,552 - Train: 6.07% [75900/1251000] [60.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002973] [CE 4.864 (4.849)] [KD 6.283 (6.260)] 2024-10-11 23:13:22,549 - Train: 6.07% [75950/1251000] [60.7/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002973] [CE 4.406 (4.916)] [KD 6.171 (6.351)] 2024-10-11 23:13:28,305 - Train: 6.08% [76000/1251000] [60.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002973] [CE 4.578 (4.791)] [KD 5.927 (6.260)] 2024-10-11 23:13:34,221 - Train: 6.08% [76050/1251000] [60.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 4.696 (4.847)] [KD 6.439 (6.373)] 2024-10-11 23:13:40,376 - Train: 6.08% [76100/1251000] [60.8/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002973] [CE 5.206 (4.836)] [KD 6.263 (6.271)] 2024-10-11 23:13:46,108 - Train: 6.09% [76150/1251000] [60.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002973] [CE 4.828 (4.904)] [KD 6.009 (6.299)] 2024-10-11 23:13:51,986 - Train: 6.09% [76200/1251000] [60.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002973] [CE 5.167 (4.785)] [KD 6.486 (6.269)] 2024-10-11 23:13:57,792 - Train: 6.10% [76250/1251000] [61.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002973] [CE 4.656 (4.825)] [KD 6.394 (6.334)] 2024-10-11 23:14:03,718 - Train: 6.10% [76300/1251000] [61.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002973] [CE 4.869 (4.827)] [KD 6.294 (6.310)] 2024-10-11 23:14:05,064 - ==> Total time: 2:36:17 Eta: 1 day, 16:05:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:14:12,692 - Train: 6.10% [76350/1251000] [61.0/1000.0] [batch_t 0.282 (0.136)] [data_t 0.003] [optim_t 0.280] [lr 0.002973] [CE 4.585 (4.813)] [KD 6.061 (6.256)] 2024-10-11 23:14:18,612 - Train: 6.11% [76400/1251000] [61.1/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002973] [CE 4.834 (4.851)] [KD 6.590 (6.275)] 2024-10-11 23:14:24,712 - Train: 6.11% [76450/1251000] [61.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002973] [CE 4.841 (4.915)] [KD 6.631 (6.325)] 2024-10-11 23:14:30,779 - Train: 6.12% [76500/1251000] [61.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002973] [CE 4.844 (4.794)] [KD 6.423 (6.236)] 2024-10-11 23:14:36,776 - Train: 6.12% [76550/1251000] [61.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002973] [CE 4.803 (4.836)] [KD 6.360 (6.424)] 2024-10-11 23:14:42,959 - Train: 6.12% [76600/1251000] [61.2/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 4.475 (4.796)] [KD 6.416 (6.290)] 2024-10-11 23:14:48,802 - Train: 6.13% [76650/1251000] [61.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 5.112 (4.811)] [KD 6.432 (6.243)] 2024-10-11 23:14:54,625 - Train: 6.13% [76700/1251000] [61.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002973] [CE 4.509 (4.753)] [KD 6.006 (6.267)] 2024-10-11 23:15:00,774 - Train: 6.14% [76750/1251000] [61.4/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002973] [CE 4.623 (4.807)] [KD 6.250 (6.279)] 2024-10-11 23:15:06,755 - Train: 6.14% [76800/1251000] [61.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002972] [CE 4.472 (4.841)] [KD 6.210 (6.314)] 2024-10-11 23:15:12,568 - Train: 6.14% [76850/1251000] [61.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002972] [CE 5.012 (4.781)] [KD 6.337 (6.302)] 2024-10-11 23:15:18,474 - Train: 6.15% [76900/1251000] [61.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002972] [CE 4.711 (4.835)] [KD 6.301 (6.332)] 2024-10-11 23:15:24,614 - Train: 6.15% [76950/1251000] [61.5/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002972] [CE 5.203 (4.826)] [KD 6.276 (6.362)] 2024-10-11 23:15:30,455 - Train: 6.16% [77000/1251000] [61.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002972] [CE 4.900 (4.863)] [KD 6.565 (6.313)] 2024-10-11 23:15:36,440 - Train: 6.16% [77050/1251000] [61.6/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002972] [CE 5.416 (4.763)] [KD 6.949 (6.263)] 2024-10-11 23:15:42,338 - Train: 6.16% [77100/1251000] [61.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002972] [CE 5.046 (4.765)] [KD 6.450 (6.308)] 2024-10-11 23:15:48,316 - Train: 6.17% [77150/1251000] [61.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002972] [CE 4.955 (4.813)] [KD 6.369 (6.351)] 2024-10-11 23:15:54,565 - Train: 6.17% [77200/1251000] [61.7/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002972] [CE 4.380 (4.775)] [KD 6.419 (6.313)] 2024-10-11 23:16:00,427 - Train: 6.18% [77250/1251000] [61.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002972] [CE 4.681 (4.824)] [KD 6.483 (6.265)] 2024-10-11 23:16:06,351 - Train: 6.18% [77300/1251000] [61.8/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002972] [CE 4.444 (4.849)] [KD 6.612 (6.335)] 2024-10-11 23:16:12,587 - Train: 6.18% [77350/1251000] [61.8/1000.0] [batch_t 0.129 (0.125)] [data_t 0.003] [optim_t 0.126] [lr 0.002972] [CE 4.445 (4.829)] [KD 6.355 (6.347)] 2024-10-11 23:16:18,888 - Train: 6.19% [77400/1251000] [61.9/1000.0] [batch_t 0.121 (0.126)] [data_t 0.003] [optim_t 0.118] [lr 0.002972] [CE 4.818 (4.822)] [KD 6.452 (6.259)] 2024-10-11 23:16:24,940 - Train: 6.19% [77450/1251000] [61.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002972] [CE 4.469 (4.803)] [KD 6.201 (6.236)] 2024-10-11 23:16:31,054 - Train: 6.20% [77500/1251000] [62.0/1000.0] [batch_t 0.125 (0.122)] [data_t 0.002] [optim_t 0.123] [lr 0.002972] [CE 4.733 (4.887)] [KD 6.110 (6.329)] 2024-10-11 23:16:37,008 - Train: 6.20% [77550/1251000] [62.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002972] [CE 4.781 (4.821)] [KD 6.716 (6.353)] 2024-10-11 23:16:38,385 - ==> Total time: 2:38:51 Eta: 1 day, 16:03:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:16:44,953 - Train: 6.20% [77600/1251000] [62.0/1000.0] [batch_t 0.121 (0.130)] [data_t 0.003] [optim_t 0.118] [lr 0.002972] [CE 4.616 (4.779)] [KD 6.292 (6.281)] 2024-10-11 23:16:51,153 - Train: 6.21% [77650/1251000] [62.1/1000.0] [batch_t 0.124 (0.124)] [data_t 0.003] [optim_t 0.122] [lr 0.002972] [CE 4.951 (4.790)] [KD 6.260 (6.155)] 2024-10-11 23:16:57,436 - Train: 6.21% [77700/1251000] [62.1/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002972] [CE 4.986 (4.786)] [KD 6.517 (6.163)] 2024-10-11 23:17:03,366 - Train: 6.22% [77750/1251000] [62.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002972] [CE 5.298 (4.805)] [KD 6.355 (6.221)] 2024-10-11 23:17:09,157 - Train: 6.22% [77800/1251000] [62.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002972] [CE 5.303 (4.758)] [KD 6.610 (6.177)] 2024-10-11 23:17:15,282 - Train: 6.22% [77850/1251000] [62.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002972] [CE 4.645 (4.824)] [KD 5.992 (6.245)] 2024-10-11 23:17:21,110 - Train: 6.23% [77900/1251000] [62.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002972] [CE 4.699 (4.804)] [KD 6.360 (6.250)] 2024-10-11 23:17:26,936 - Train: 6.23% [77950/1251000] [62.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002972] [CE 4.973 (4.812)] [KD 6.256 (6.293)] 2024-10-11 23:17:33,048 - Train: 6.24% [78000/1251000] [62.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002972] [CE 4.368 (4.872)] [KD 6.177 (6.299)] 2024-10-11 23:17:38,924 - Train: 6.24% [78050/1251000] [62.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002972] [CE 4.625 (4.771)] [KD 6.176 (6.299)] 2024-10-11 23:17:44,872 - Train: 6.24% [78100/1251000] [62.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002972] [CE 5.047 (4.774)] [KD 6.168 (6.192)] 2024-10-11 23:17:50,837 - Train: 6.25% [78150/1251000] [62.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002971] [CE 4.800 (4.798)] [KD 6.216 (6.302)] 2024-10-11 23:17:56,554 - Train: 6.25% [78200/1251000] [62.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002971] [CE 5.024 (4.753)] [KD 6.388 (6.182)] 2024-10-11 23:18:02,764 - Train: 6.25% [78250/1251000] [62.5/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.002971] [CE 5.204 (4.793)] [KD 6.463 (6.233)] 2024-10-11 23:18:08,625 - Train: 6.26% [78300/1251000] [62.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002971] [CE 4.236 (4.897)] [KD 6.188 (6.367)] 2024-10-11 23:18:14,419 - Train: 6.26% [78350/1251000] [62.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002971] [CE 4.817 (4.752)] [KD 6.471 (6.234)] 2024-10-11 23:18:20,175 - Train: 6.27% [78400/1251000] [62.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002971] [CE 4.821 (4.811)] [KD 6.397 (6.261)] 2024-10-11 23:18:26,023 - Train: 6.27% [78450/1251000] [62.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002971] [CE 5.080 (4.833)] [KD 6.267 (6.282)] 2024-10-11 23:18:32,021 - Train: 6.27% [78500/1251000] [62.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002971] [CE 4.851 (4.795)] [KD 6.228 (6.299)] 2024-10-11 23:18:38,122 - Train: 6.28% [78550/1251000] [62.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002971] [CE 4.981 (4.795)] [KD 6.320 (6.215)] 2024-10-11 23:18:44,031 - Train: 6.28% [78600/1251000] [62.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002971] [CE 5.176 (4.852)] [KD 6.574 (6.393)] 2024-10-11 23:18:49,809 - Train: 6.29% [78650/1251000] [62.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002971] [CE 4.967 (4.764)] [KD 6.334 (6.317)] 2024-10-11 23:18:55,738 - Train: 6.29% [78700/1251000] [62.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002971] [CE 4.947 (4.839)] [KD 6.165 (6.287)] 2024-10-11 23:19:01,528 - Train: 6.29% [78750/1251000] [62.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002971] [CE 4.963 (4.826)] [KD 6.315 (6.382)] 2024-10-11 23:19:07,398 - Train: 6.30% [78800/1251000] [63.0/1000.0] [batch_t 0.219 (0.117)] [data_t 0.002] [optim_t 0.216] [lr 0.002971] [CE 4.890 (4.840)] [KD 6.300 (6.403)] 2024-10-11 23:19:08,975 - ==> Total time: 2:41:21 Eta: 1 day, 15:59:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:19:15,029 - Train: 6.30% [78850/1251000] [63.0/1000.0] [batch_t 0.116 (0.134)] [data_t 0.002] [optim_t 0.114] [lr 0.002971] [CE 5.095 (4.861)] [KD 6.501 (6.269)] 2024-10-11 23:19:21,063 - Train: 6.31% [78900/1251000] [63.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002971] [CE 4.953 (4.803)] [KD 6.106 (6.302)] 2024-10-11 23:19:27,073 - Train: 6.31% [78950/1251000] [63.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002971] [CE 4.860 (4.748)] [KD 6.419 (6.124)] 2024-10-11 23:19:32,952 - Train: 6.31% [79000/1251000] [63.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002971] [CE 4.591 (4.842)] [KD 5.796 (6.172)] 2024-10-11 23:19:38,712 - Train: 6.32% [79050/1251000] [63.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002971] [CE 4.385 (4.783)] [KD 6.204 (6.134)] 2024-10-11 23:19:44,616 - Train: 6.32% [79100/1251000] [63.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002971] [CE 4.816 (4.804)] [KD 6.094 (6.258)] 2024-10-11 23:19:50,602 - Train: 6.33% [79150/1251000] [63.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002971] [CE 4.723 (4.797)] [KD 6.174 (6.237)] 2024-10-11 23:19:56,562 - Train: 6.33% [79200/1251000] [63.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002971] [CE 4.490 (4.819)] [KD 6.004 (6.372)] 2024-10-11 23:20:02,629 - Train: 6.33% [79250/1251000] [63.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002971] [CE 4.777 (4.812)] [KD 6.144 (6.240)] 2024-10-11 23:20:08,431 - Train: 6.34% [79300/1251000] [63.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002971] [CE 4.565 (4.795)] [KD 6.288 (6.263)] 2024-10-11 23:20:14,331 - Train: 6.34% [79350/1251000] [63.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002971] [CE 4.740 (4.873)] [KD 6.035 (6.296)] 2024-10-11 23:20:20,364 - Train: 6.35% [79400/1251000] [63.5/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002971] [CE 4.639 (4.855)] [KD 5.937 (6.254)] 2024-10-11 23:20:26,287 - Train: 6.35% [79450/1251000] [63.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002971] [CE 4.885 (4.810)] [KD 6.062 (6.267)] 2024-10-11 23:20:32,100 - Train: 6.35% [79500/1251000] [63.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002971] [CE 4.514 (4.875)] [KD 6.574 (6.326)] 2024-10-11 23:20:38,058 - Train: 6.36% [79550/1251000] [63.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002970] [CE 4.776 (4.900)] [KD 6.226 (6.349)] 2024-10-11 23:20:44,018 - Train: 6.36% [79600/1251000] [63.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.697 (4.887)] [KD 6.230 (6.351)] 2024-10-11 23:20:49,941 - Train: 6.37% [79650/1251000] [63.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002970] [CE 4.860 (4.873)] [KD 6.548 (6.377)] 2024-10-11 23:20:56,098 - Train: 6.37% [79700/1251000] [63.7/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002970] [CE 4.685 (4.807)] [KD 6.216 (6.249)] 2024-10-11 23:21:02,102 - Train: 6.37% [79750/1251000] [63.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.548 (4.831)] [KD 6.132 (6.305)] 2024-10-11 23:21:07,947 - Train: 6.38% [79800/1251000] [63.8/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002970] [CE 5.263 (4.841)] [KD 6.613 (6.259)] 2024-10-11 23:21:13,926 - Train: 6.38% [79850/1251000] [63.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.136 (4.802)] [KD 5.978 (6.217)] 2024-10-11 23:21:19,765 - Train: 6.39% [79900/1251000] [63.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002970] [CE 5.001 (4.738)] [KD 6.038 (6.202)] 2024-10-11 23:21:25,833 - Train: 6.39% [79950/1251000] [63.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.402 (4.828)] [KD 6.073 (6.233)] 2024-10-11 23:21:32,100 - Train: 6.39% [80000/1251000] [63.9/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002970] [CE 4.722 (4.782)] [KD 5.964 (6.245)] 2024-10-11 23:21:38,218 - Train: 6.40% [80050/1251000] [64.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.294 (4.839)] [KD 6.409 (6.196)] 2024-10-11 23:21:39,894 - ==> Total time: 2:43:52 Eta: 1 day, 15:56:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:21:45,564 - Train: 6.40% [80100/1251000] [64.0/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.116] [lr 0.002970] [CE 4.190 (4.811)] [KD 6.232 (6.186)] 2024-10-11 23:21:51,345 - Train: 6.41% [80150/1251000] [64.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002970] [CE 4.395 (4.788)] [KD 5.945 (6.184)] 2024-10-11 23:21:57,168 - Train: 6.41% [80200/1251000] [64.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002970] [CE 4.930 (4.858)] [KD 6.453 (6.304)] 2024-10-11 23:22:03,141 - Train: 6.41% [80250/1251000] [64.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002970] [CE 4.930 (4.903)] [KD 6.226 (6.325)] 2024-10-11 23:22:08,979 - Train: 6.42% [80300/1251000] [64.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002970] [CE 4.769 (4.831)] [KD 6.154 (6.247)] 2024-10-11 23:22:15,208 - Train: 6.42% [80350/1251000] [64.2/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002970] [CE 5.045 (4.830)] [KD 6.527 (6.249)] 2024-10-11 23:22:21,361 - Train: 6.43% [80400/1251000] [64.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002970] [CE 4.766 (4.830)] [KD 6.198 (6.285)] 2024-10-11 23:22:27,354 - Train: 6.43% [80450/1251000] [64.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002970] [CE 4.967 (4.824)] [KD 6.676 (6.302)] 2024-10-11 23:22:33,333 - Train: 6.43% [80500/1251000] [64.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.478 (4.884)] [KD 6.452 (6.450)] 2024-10-11 23:22:39,103 - Train: 6.44% [80550/1251000] [64.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002970] [CE 5.076 (4.885)] [KD 6.677 (6.355)] 2024-10-11 23:22:44,861 - Train: 6.44% [80600/1251000] [64.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002970] [CE 4.494 (4.772)] [KD 6.338 (6.334)] 2024-10-11 23:22:50,828 - Train: 6.45% [80650/1251000] [64.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002970] [CE 4.785 (4.866)] [KD 6.122 (6.401)] 2024-10-11 23:22:56,767 - Train: 6.45% [80700/1251000] [64.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002970] [CE 4.598 (4.892)] [KD 6.042 (6.366)] 2024-10-11 23:23:02,589 - Train: 6.45% [80750/1251000] [64.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002970] [CE 4.616 (4.866)] [KD 5.977 (6.296)] 2024-10-11 23:23:08,903 - Train: 6.46% [80800/1251000] [64.6/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.002970] [CE 4.810 (4.811)] [KD 6.216 (6.206)] 2024-10-11 23:23:14,766 - Train: 6.46% [80850/1251000] [64.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002969] [CE 4.793 (4.822)] [KD 6.098 (6.314)] 2024-10-11 23:23:20,718 - Train: 6.47% [80900/1251000] [64.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002969] [CE 4.633 (4.766)] [KD 6.408 (6.340)] 2024-10-11 23:23:26,629 - Train: 6.47% [80950/1251000] [64.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002969] [CE 4.799 (4.833)] [KD 6.495 (6.282)] 2024-10-11 23:23:32,552 - Train: 6.47% [81000/1251000] [64.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002969] [CE 4.549 (4.807)] [KD 5.886 (6.304)] 2024-10-11 23:23:38,384 - Train: 6.48% [81050/1251000] [64.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002969] [CE 4.346 (4.824)] [KD 6.195 (6.296)] 2024-10-11 23:23:44,585 - Train: 6.48% [81100/1251000] [64.8/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002969] [CE 5.022 (4.859)] [KD 6.484 (6.277)] 2024-10-11 23:23:50,567 - Train: 6.49% [81150/1251000] [64.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002969] [CE 4.754 (4.839)] [KD 6.391 (6.285)] 2024-10-11 23:23:56,507 - Train: 6.49% [81200/1251000] [64.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002969] [CE 5.287 (4.893)] [KD 6.377 (6.226)] 2024-10-11 23:24:02,450 - Train: 6.49% [81250/1251000] [64.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002969] [CE 5.233 (4.842)] [KD 6.514 (6.262)] 2024-10-11 23:24:08,486 - Train: 6.50% [81300/1251000] [65.0/1000.0] [batch_t 0.122 (0.121)] [data_t 0.013] [optim_t 0.108] [lr 0.002969] [CE 4.762 (4.833)] [KD 6.426 (6.365)] 2024-10-11 23:24:14,981 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 30128] [top5_cnt 41664] [top_all 50000] 2024-10-11 23:24:14,982 - net: 60.256 (83.328) 2024-10-11 23:24:20,021 - Test (net_E): 100.00% [50/50] [batch_t 0.017 (0.094)] [top1_cnt 34295] [top5_cnt 44269] [top_all 50000] 2024-10-11 23:24:20,021 - net_E: 68.590 (88.538) 2024-10-11 23:24:20,154 - Max [top1: 60.788 (epoch: 60)] [top1-ema: 68.590 (epoch: 65)] 2024-10-11 23:24:20,155 - ==> Total time: 2:46:32 Eta: 1 day, 15:55:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:24:27,341 - Train: 6.50% [81350/1251000] [65.0/1000.0] [batch_t 0.115 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002969] [CE 4.935 (4.887)] [KD 6.111 (6.312)] 2024-10-11 23:24:33,424 - Train: 6.51% [81400/1251000] [65.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002969] [CE 5.099 (4.793)] [KD 6.271 (6.246)] 2024-10-11 23:24:39,385 - Train: 6.51% [81450/1251000] [65.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002969] [CE 4.442 (4.898)] [KD 6.263 (6.296)] 2024-10-11 23:24:45,181 - Train: 6.51% [81500/1251000] [65.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002969] [CE 4.599 (4.828)] [KD 6.420 (6.349)] 2024-10-11 23:24:51,168 - Train: 6.52% [81550/1251000] [65.2/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002969] [CE 4.902 (4.793)] [KD 5.917 (6.282)] 2024-10-11 23:24:57,127 - Train: 6.52% [81600/1251000] [65.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002969] [CE 4.655 (4.820)] [KD 6.315 (6.304)] 2024-10-11 23:25:03,202 - Train: 6.53% [81650/1251000] [65.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002969] [CE 4.380 (4.828)] [KD 5.987 (6.303)] 2024-10-11 23:25:09,056 - Train: 6.53% [81700/1251000] [65.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002969] [CE 5.509 (4.850)] [KD 6.561 (6.287)] 2024-10-11 23:25:14,967 - Train: 6.53% [81750/1251000] [65.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002969] [CE 5.053 (4.833)] [KD 6.256 (6.276)] 2024-10-11 23:25:20,826 - Train: 6.54% [81800/1251000] [65.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002969] [CE 5.307 (4.818)] [KD 6.455 (6.325)] 2024-10-11 23:25:26,945 - Train: 6.54% [81850/1251000] [65.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002969] [CE 4.492 (4.810)] [KD 6.573 (6.278)] 2024-10-11 23:25:33,033 - Train: 6.55% [81900/1251000] [65.5/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002969] [CE 4.798 (4.777)] [KD 6.164 (6.199)] 2024-10-11 23:25:38,833 - Train: 6.55% [81950/1251000] [65.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002969] [CE 5.128 (4.780)] [KD 6.672 (6.270)] 2024-10-11 23:25:44,815 - Train: 6.55% [82000/1251000] [65.5/1000.0] [batch_t 0.244 (0.120)] [data_t 0.002] [optim_t 0.242] [lr 0.002969] [CE 5.196 (4.810)] [KD 6.469 (6.325)] 2024-10-11 23:25:50,765 - Train: 6.56% [82050/1251000] [65.6/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002969] [CE 4.845 (4.850)] [KD 6.469 (6.288)] 2024-10-11 23:25:56,675 - Train: 6.56% [82100/1251000] [65.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002969] [CE 4.809 (4.851)] [KD 6.781 (6.406)] 2024-10-11 23:26:02,594 - Train: 6.57% [82150/1251000] [65.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002969] [CE 4.805 (4.842)] [KD 6.292 (6.302)] 2024-10-11 23:26:08,506 - Train: 6.57% [82200/1251000] [65.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002968] [CE 4.520 (4.799)] [KD 6.059 (6.248)] 2024-10-11 23:26:14,553 - Train: 6.57% [82250/1251000] [65.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002968] [CE 5.011 (4.832)] [KD 6.226 (6.254)] 2024-10-11 23:26:20,550 - Train: 6.58% [82300/1251000] [65.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002968] [CE 4.720 (4.808)] [KD 6.278 (6.291)] 2024-10-11 23:26:26,402 - Train: 6.58% [82350/1251000] [65.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002968] [CE 5.282 (4.828)] [KD 6.671 (6.340)] 2024-10-11 23:26:32,267 - Train: 6.59% [82400/1251000] [65.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002968] [CE 4.708 (4.887)] [KD 6.101 (6.342)] 2024-10-11 23:26:38,169 - Train: 6.59% [82450/1251000] [65.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002968] [CE 4.755 (4.805)] [KD 6.645 (6.359)] 2024-10-11 23:26:44,131 - Train: 6.59% [82500/1251000] [65.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002968] [CE 4.532 (4.887)] [KD 6.364 (6.399)] 2024-10-11 23:26:49,890 - Train: 6.60% [82550/1251000] [66.0/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 5.133 (4.797)] [KD 6.323 (6.193)] 2024-10-11 23:26:51,706 - ==> Total time: 2:49:04 Eta: 1 day, 15:52:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:26:57,580 - Train: 6.60% [82600/1251000] [66.0/1000.0] [batch_t 0.116 (0.128)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 4.948 (4.780)] [KD 6.297 (6.270)] 2024-10-11 23:27:03,539 - Train: 6.61% [82650/1251000] [66.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002968] [CE 5.051 (4.765)] [KD 6.180 (6.158)] 2024-10-11 23:27:09,652 - Train: 6.61% [82700/1251000] [66.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 4.917 (4.833)] [KD 5.981 (6.195)] 2024-10-11 23:27:15,408 - Train: 6.61% [82750/1251000] [66.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002968] [CE 5.152 (4.875)] [KD 6.453 (6.186)] 2024-10-11 23:27:21,324 - Train: 6.62% [82800/1251000] [66.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002968] [CE 5.035 (4.792)] [KD 6.292 (6.160)] 2024-10-11 23:27:27,351 - Train: 6.62% [82850/1251000] [66.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002968] [CE 5.011 (4.779)] [KD 6.692 (6.198)] 2024-10-11 23:27:33,148 - Train: 6.63% [82900/1251000] [66.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 4.831 (4.826)] [KD 6.203 (6.214)] 2024-10-11 23:27:39,068 - Train: 6.63% [82950/1251000] [66.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002968] [CE 5.091 (4.849)] [KD 6.273 (6.177)] 2024-10-11 23:27:45,006 - Train: 6.63% [83000/1251000] [66.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002968] [CE 4.383 (4.809)] [KD 5.856 (6.282)] 2024-10-11 23:27:50,851 - Train: 6.64% [83050/1251000] [66.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002968] [CE 5.131 (4.866)] [KD 6.471 (6.302)] 2024-10-11 23:27:57,019 - Train: 6.64% [83100/1251000] [66.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002968] [CE 4.691 (4.879)] [KD 6.046 (6.329)] 2024-10-11 23:28:02,808 - Train: 6.65% [83150/1251000] [66.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 4.780 (4.801)] [KD 5.992 (6.259)] 2024-10-11 23:28:08,603 - Train: 6.65% [83200/1251000] [66.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002968] [CE 4.731 (4.791)] [KD 6.234 (6.182)] 2024-10-11 23:28:14,516 - Train: 6.65% [83250/1251000] [66.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002968] [CE 4.606 (4.817)] [KD 6.123 (6.154)] 2024-10-11 23:28:20,389 - Train: 6.66% [83300/1251000] [66.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002968] [CE 4.707 (4.841)] [KD 5.831 (6.258)] 2024-10-11 23:28:26,154 - Train: 6.66% [83350/1251000] [66.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002968] [CE 4.901 (4.787)] [KD 6.176 (6.272)] 2024-10-11 23:28:32,132 - Train: 6.67% [83400/1251000] [66.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002968] [CE 5.059 (4.764)] [KD 6.053 (6.180)] 2024-10-11 23:28:38,030 - Train: 6.67% [83450/1251000] [66.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002968] [CE 5.127 (4.794)] [KD 6.439 (6.167)] 2024-10-11 23:28:44,104 - Train: 6.67% [83500/1251000] [66.7/1000.0] [batch_t 0.239 (0.121)] [data_t 0.003] [optim_t 0.237] [lr 0.002967] [CE 4.913 (4.836)] [KD 6.374 (6.308)] 2024-10-11 23:28:50,075 - Train: 6.68% [83550/1251000] [66.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002967] [CE 5.374 (4.808)] [KD 6.261 (6.287)] 2024-10-11 23:28:55,905 - Train: 6.68% [83600/1251000] [66.8/1000.0] [batch_t 0.126 (0.117)] [data_t 0.002] [optim_t 0.124] [lr 0.002967] [CE 4.623 (4.807)] [KD 6.070 (6.171)] 2024-10-11 23:29:01,769 - Train: 6.69% [83650/1251000] [66.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002967] [CE 5.112 (4.886)] [KD 6.177 (6.303)] 2024-10-11 23:29:07,775 - Train: 6.69% [83700/1251000] [66.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002967] [CE 4.672 (4.849)] [KD 6.315 (6.316)] 2024-10-11 23:29:13,659 - Train: 6.69% [83750/1251000] [66.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002967] [CE 4.743 (4.911)] [KD 6.271 (6.371)] 2024-10-11 23:29:19,644 - Train: 6.70% [83800/1251000] [67.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002967] [CE 5.054 (4.857)] [KD 6.042 (6.275)] 2024-10-11 23:29:21,617 - ==> Total time: 2:51:34 Eta: 1 day, 15:49:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:29:26,939 - Train: 6.70% [83850/1251000] [67.0/1000.0] [batch_t 0.113 (0.132)] [data_t 0.003] [optim_t 0.110] [lr 0.002967] [CE 4.561 (4.806)] [KD 5.884 (6.103)] 2024-10-11 23:29:33,091 - Train: 6.71% [83900/1251000] [67.1/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.121] [lr 0.002967] [CE 5.315 (4.827)] [KD 6.670 (6.159)] 2024-10-11 23:29:38,871 - Train: 6.71% [83950/1251000] [67.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002967] [CE 5.099 (4.789)] [KD 6.097 (6.194)] 2024-10-11 23:29:44,830 - Train: 6.71% [84000/1251000] [67.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002967] [CE 5.079 (4.784)] [KD 6.308 (6.162)] 2024-10-11 23:29:50,822 - Train: 6.72% [84050/1251000] [67.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002967] [CE 4.856 (4.822)] [KD 6.093 (6.214)] 2024-10-11 23:29:56,726 - Train: 6.72% [84100/1251000] [67.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002967] [CE 4.887 (4.764)] [KD 6.197 (6.128)] 2024-10-11 23:30:02,578 - Train: 6.73% [84150/1251000] [67.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002967] [CE 4.860 (4.830)] [KD 6.316 (6.268)] 2024-10-11 23:30:08,799 - Train: 6.73% [84200/1251000] [67.3/1000.0] [batch_t 0.256 (0.124)] [data_t 0.003] [optim_t 0.254] [lr 0.002967] [CE 5.132 (4.776)] [KD 6.255 (6.203)] 2024-10-11 23:30:14,589 - Train: 6.73% [84250/1251000] [67.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002967] [CE 4.728 (4.806)] [KD 5.891 (6.167)] 2024-10-11 23:30:20,718 - Train: 6.74% [84300/1251000] [67.4/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002967] [CE 4.549 (4.778)] [KD 6.262 (6.252)] 2024-10-11 23:30:26,537 - Train: 6.74% [84350/1251000] [67.4/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002967] [CE 4.480 (4.785)] [KD 5.790 (6.172)] 2024-10-11 23:30:32,400 - Train: 6.75% [84400/1251000] [67.5/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002967] [CE 4.953 (4.847)] [KD 6.191 (6.232)] 2024-10-11 23:30:38,577 - Train: 6.75% [84450/1251000] [67.5/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002967] [CE 4.880 (4.875)] [KD 6.495 (6.364)] 2024-10-11 23:30:44,562 - Train: 6.75% [84500/1251000] [67.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002967] [CE 5.028 (4.785)] [KD 6.610 (6.275)] 2024-10-11 23:30:50,505 - Train: 6.76% [84550/1251000] [67.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002967] [CE 4.281 (4.823)] [KD 6.217 (6.178)] 2024-10-11 23:30:56,322 - Train: 6.76% [84600/1251000] [67.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002967] [CE 4.715 (4.793)] [KD 6.034 (6.226)] 2024-10-11 23:31:02,295 - Train: 6.77% [84650/1251000] [67.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002967] [CE 5.224 (4.885)] [KD 6.556 (6.253)] 2024-10-11 23:31:08,283 - Train: 6.77% [84700/1251000] [67.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002967] [CE 4.498 (4.852)] [KD 6.355 (6.285)] 2024-10-11 23:31:14,213 - Train: 6.77% [84750/1251000] [67.7/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.121] [lr 0.002966] [CE 4.721 (4.870)] [KD 6.360 (6.303)] 2024-10-11 23:31:20,254 - Train: 6.78% [84800/1251000] [67.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002966] [CE 4.523 (4.860)] [KD 5.982 (6.276)] 2024-10-11 23:31:26,227 - Train: 6.78% [84850/1251000] [67.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002966] [CE 5.063 (4.876)] [KD 6.150 (6.385)] 2024-10-11 23:31:32,344 - Train: 6.79% [84900/1251000] [67.9/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002966] [CE 4.968 (4.843)] [KD 6.053 (6.386)] 2024-10-11 23:31:38,406 - Train: 6.79% [84950/1251000] [67.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002966] [CE 5.369 (4.917)] [KD 6.404 (6.448)] 2024-10-11 23:31:44,270 - Train: 6.79% [85000/1251000] [67.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002966] [CE 4.897 (4.797)] [KD 6.243 (6.239)] 2024-10-11 23:31:50,229 - Train: 6.80% [85050/1251000] [68.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002966] [CE 4.856 (4.881)] [KD 6.441 (6.314)] 2024-10-11 23:31:52,297 - ==> Total time: 2:54:04 Eta: 1 day, 15:45:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:31:58,022 - Train: 6.80% [85100/1251000] [68.0/1000.0] [batch_t 0.114 (0.143)] [data_t 0.002] [optim_t 0.112] [lr 0.002966] [CE 5.065 (4.778)] [KD 6.098 (6.148)] 2024-10-11 23:32:03,796 - Train: 6.81% [85150/1251000] [68.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002966] [CE 4.952 (4.796)] [KD 6.585 (6.085)] 2024-10-11 23:32:09,692 - Train: 6.81% [85200/1251000] [68.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002966] [CE 4.443 (4.834)] [KD 6.041 (6.173)] 2024-10-11 23:32:15,536 - Train: 6.81% [85250/1251000] [68.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002966] [CE 5.020 (4.852)] [KD 6.252 (6.193)] 2024-10-11 23:32:21,645 - Train: 6.82% [85300/1251000] [68.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002966] [CE 4.832 (4.880)] [KD 6.387 (6.195)] 2024-10-11 23:32:27,264 - Train: 6.82% [85350/1251000] [68.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.002966] [CE 4.953 (4.812)] [KD 6.178 (6.263)] 2024-10-11 23:32:33,142 - Train: 6.83% [85400/1251000] [68.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002966] [CE 4.668 (4.762)] [KD 6.210 (6.233)] 2024-10-11 23:32:38,935 - Train: 6.83% [85450/1251000] [68.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002966] [CE 4.295 (4.868)] [KD 6.268 (6.218)] 2024-10-11 23:32:44,863 - Train: 6.83% [85500/1251000] [68.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002966] [CE 5.134 (4.806)] [KD 6.333 (6.240)] 2024-10-11 23:32:50,682 - Train: 6.84% [85550/1251000] [68.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002966] [CE 4.529 (4.809)] [KD 6.234 (6.354)] 2024-10-11 23:32:56,488 - Train: 6.84% [85600/1251000] [68.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002966] [CE 4.904 (4.766)] [KD 6.279 (6.303)] 2024-10-11 23:33:02,485 - Train: 6.85% [85650/1251000] [68.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002966] [CE 4.913 (4.842)] [KD 6.246 (6.300)] 2024-10-11 23:33:08,491 - Train: 6.85% [85700/1251000] [68.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002966] [CE 4.827 (4.835)] [KD 5.970 (6.245)] 2024-10-11 23:33:14,480 - Train: 6.85% [85750/1251000] [68.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002966] [CE 4.418 (4.831)] [KD 5.918 (6.178)] 2024-10-11 23:33:20,242 - Train: 6.86% [85800/1251000] [68.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002966] [CE 4.738 (4.768)] [KD 6.266 (6.166)] 2024-10-11 23:33:26,094 - Train: 6.86% [85850/1251000] [68.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002966] [CE 5.079 (4.768)] [KD 6.639 (6.226)] 2024-10-11 23:33:31,942 - Train: 6.87% [85900/1251000] [68.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002966] [CE 4.444 (4.810)] [KD 6.066 (6.099)] 2024-10-11 23:33:37,893 - Train: 6.87% [85950/1251000] [68.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002966] [CE 4.866 (4.731)] [KD 6.355 (6.181)] 2024-10-11 23:33:43,600 - Train: 6.87% [86000/1251000] [68.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002966] [CE 4.638 (4.853)] [KD 6.153 (6.275)] 2024-10-11 23:33:49,472 - Train: 6.88% [86050/1251000] [68.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002965] [CE 5.052 (4.814)] [KD 6.201 (6.236)] 2024-10-11 23:33:55,452 - Train: 6.88% [86100/1251000] [68.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002965] [CE 5.011 (4.873)] [KD 6.469 (6.309)] 2024-10-11 23:34:01,454 - Train: 6.89% [86150/1251000] [68.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002965] [CE 4.680 (4.845)] [KD 6.359 (6.269)] 2024-10-11 23:34:07,269 - Train: 6.89% [86200/1251000] [68.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002965] [CE 4.787 (4.740)] [KD 6.738 (6.243)] 2024-10-11 23:34:13,235 - Train: 6.89% [86250/1251000] [68.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002965] [CE 4.774 (4.846)] [KD 6.225 (6.327)] 2024-10-11 23:34:19,081 - Train: 6.90% [86300/1251000] [69.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002965] [CE 5.025 (4.787)] [KD 6.456 (6.205)] 2024-10-11 23:34:21,320 - ==> Total time: 2:56:33 Eta: 1 day, 15:42:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:34:26,499 - Train: 6.90% [86350/1251000] [69.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002965] [CE 4.721 (4.833)] [KD 6.180 (6.285)] 2024-10-11 23:34:32,303 - Train: 6.91% [86400/1251000] [69.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002965] [CE 5.094 (4.774)] [KD 6.275 (6.258)] 2024-10-11 23:34:38,230 - Train: 6.91% [86450/1251000] [69.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002965] [CE 4.383 (4.833)] [KD 6.081 (6.322)] 2024-10-11 23:34:44,187 - Train: 6.91% [86500/1251000] [69.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002965] [CE 4.713 (4.759)] [KD 6.454 (6.240)] 2024-10-11 23:34:50,063 - Train: 6.92% [86550/1251000] [69.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002965] [CE 4.857 (4.797)] [KD 6.327 (6.207)] 2024-10-11 23:34:55,878 - Train: 6.92% [86600/1251000] [69.2/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002965] [CE 4.533 (4.787)] [KD 6.258 (6.158)] 2024-10-11 23:35:01,634 - Train: 6.93% [86650/1251000] [69.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002965] [CE 4.777 (4.860)] [KD 5.991 (6.331)] 2024-10-11 23:35:07,560 - Train: 6.93% [86700/1251000] [69.3/1000.0] [batch_t 0.249 (0.118)] [data_t 0.003] [optim_t 0.246] [lr 0.002965] [CE 5.056 (4.819)] [KD 6.649 (6.261)] 2024-10-11 23:35:13,526 - Train: 6.93% [86750/1251000] [69.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002965] [CE 4.660 (4.824)] [KD 6.147 (6.186)] 2024-10-11 23:35:19,500 - Train: 6.94% [86800/1251000] [69.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002965] [CE 4.929 (4.833)] [KD 6.401 (6.281)] 2024-10-11 23:35:25,370 - Train: 6.94% [86850/1251000] [69.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002965] [CE 4.357 (4.650)] [KD 5.976 (6.068)] 2024-10-11 23:35:31,317 - Train: 6.95% [86900/1251000] [69.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002965] [CE 5.041 (4.831)] [KD 6.022 (6.262)] 2024-10-11 23:35:37,084 - Train: 6.95% [86950/1251000] [69.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002965] [CE 4.826 (4.851)] [KD 6.305 (6.115)] 2024-10-11 23:35:43,012 - Train: 6.95% [87000/1251000] [69.5/1000.0] [batch_t 0.237 (0.118)] [data_t 0.003] [optim_t 0.234] [lr 0.002965] [CE 5.151 (4.780)] [KD 6.426 (6.193)] 2024-10-11 23:35:49,070 - Train: 6.96% [87050/1251000] [69.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002965] [CE 4.625 (4.824)] [KD 6.116 (6.176)] 2024-10-11 23:35:54,905 - Train: 6.96% [87100/1251000] [69.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002965] [CE 4.503 (4.778)] [KD 6.011 (6.216)] 2024-10-11 23:36:00,897 - Train: 6.97% [87150/1251000] [69.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002965] [CE 5.248 (4.829)] [KD 6.364 (6.228)] 2024-10-11 23:36:06,782 - Train: 6.97% [87200/1251000] [69.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002965] [CE 5.001 (4.737)] [KD 6.079 (6.279)] 2024-10-11 23:36:12,593 - Train: 6.97% [87250/1251000] [69.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002964] [CE 4.548 (4.777)] [KD 6.106 (6.216)] 2024-10-11 23:36:18,613 - Train: 6.98% [87300/1251000] [69.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002964] [CE 5.148 (4.863)] [KD 6.425 (6.213)] 2024-10-11 23:36:24,501 - Train: 6.98% [87350/1251000] [69.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002964] [CE 4.450 (4.749)] [KD 5.968 (6.165)] 2024-10-11 23:36:30,425 - Train: 6.99% [87400/1251000] [69.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002964] [CE 4.512 (4.831)] [KD 6.310 (6.264)] 2024-10-11 23:36:36,275 - Train: 6.99% [87450/1251000] [69.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002964] [CE 4.920 (4.789)] [KD 6.540 (6.205)] 2024-10-11 23:36:42,028 - Train: 6.99% [87500/1251000] [69.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002964] [CE 4.748 (4.837)] [KD 6.438 (6.318)] 2024-10-11 23:36:47,902 - Train: 7.00% [87550/1251000] [70.0/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002964] [CE 5.079 (4.842)] [KD 6.627 (6.351)] 2024-10-11 23:36:55,139 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 30548] [top5_cnt 42020] [top_all 50000] 2024-10-11 23:36:55,139 - net: 61.096 (84.040) 2024-10-11 23:37:00,099 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 34449] [top5_cnt 44382] [top_all 50000] 2024-10-11 23:37:00,100 - net_E: 68.898 (88.764) 2024-10-11 23:37:00,234 - Max [top1: 61.096 (epoch: 70)] [top1-ema: 68.898 (epoch: 70)] 2024-10-11 23:37:00,235 - ==> Total time: 2:59:12 Eta: 1 day, 15:41:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:37:11,148 - Train: 7.00% [87600/1251000] [70.0/1000.0] [batch_t 0.245 (0.130)] [data_t 0.003] [optim_t 0.242] [lr 0.002964] [CE 4.944 (4.786)] [KD 5.842 (6.174)] 2024-10-11 23:37:16,919 - Train: 7.01% [87650/1251000] [70.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002964] [CE 5.307 (4.842)] [KD 6.169 (6.209)] 2024-10-11 23:37:22,929 - Train: 7.01% [87700/1251000] [70.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002964] [CE 4.657 (4.782)] [KD 6.273 (6.187)] 2024-10-11 23:37:28,801 - Train: 7.01% [87750/1251000] [70.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002964] [CE 4.219 (4.810)] [KD 6.151 (6.201)] 2024-10-11 23:37:34,585 - Train: 7.02% [87800/1251000] [70.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002964] [CE 5.073 (4.826)] [KD 6.223 (6.289)] 2024-10-11 23:37:40,588 - Train: 7.02% [87850/1251000] [70.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002964] [CE 4.936 (4.793)] [KD 6.628 (6.245)] 2024-10-11 23:37:46,451 - Train: 7.03% [87900/1251000] [70.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002964] [CE 4.585 (4.820)] [KD 6.068 (6.239)] 2024-10-11 23:37:52,333 - Train: 7.03% [87950/1251000] [70.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002964] [CE 4.464 (4.787)] [KD 6.325 (6.173)] 2024-10-11 23:37:58,429 - Train: 7.03% [88000/1251000] [70.3/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002964] [CE 4.592 (4.859)] [KD 5.814 (6.243)] 2024-10-11 23:38:04,232 - Train: 7.04% [88050/1251000] [70.4/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002964] [CE 4.314 (4.849)] [KD 5.668 (6.278)] 2024-10-11 23:38:10,199 - Train: 7.04% [88100/1251000] [70.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002964] [CE 5.373 (4.836)] [KD 6.059 (6.196)] 2024-10-11 23:38:16,385 - Train: 7.05% [88150/1251000] [70.5/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002964] [CE 5.146 (4.709)] [KD 6.383 (6.128)] 2024-10-11 23:38:22,366 - Train: 7.05% [88200/1251000] [70.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002964] [CE 4.746 (4.822)] [KD 6.221 (6.248)] 2024-10-11 23:38:28,519 - Train: 7.05% [88250/1251000] [70.5/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002964] [CE 4.945 (4.819)] [KD 6.321 (6.211)] 2024-10-11 23:38:34,334 - Train: 7.06% [88300/1251000] [70.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002964] [CE 4.513 (4.798)] [KD 6.408 (6.211)] 2024-10-11 23:38:40,056 - Train: 7.06% [88350/1251000] [70.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002964] [CE 4.401 (4.858)] [KD 6.155 (6.258)] 2024-10-11 23:38:46,073 - Train: 7.07% [88400/1251000] [70.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002964] [CE 4.768 (4.812)] [KD 6.246 (6.227)] 2024-10-11 23:38:52,019 - Train: 7.07% [88450/1251000] [70.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002964] [CE 5.241 (4.830)] [KD 6.718 (6.333)] 2024-10-11 23:38:57,942 - Train: 7.07% [88500/1251000] [70.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002963] [CE 4.827 (4.770)] [KD 6.278 (6.275)] 2024-10-11 23:39:03,945 - Train: 7.08% [88550/1251000] [70.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002963] [CE 5.326 (4.820)] [KD 6.523 (6.312)] 2024-10-11 23:39:09,829 - Train: 7.08% [88600/1251000] [70.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002963] [CE 4.942 (4.823)] [KD 6.265 (6.250)] 2024-10-11 23:39:15,594 - Train: 7.09% [88650/1251000] [70.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002963] [CE 5.123 (4.803)] [KD 5.980 (6.191)] 2024-10-11 23:39:21,544 - Train: 7.09% [88700/1251000] [70.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002963] [CE 4.972 (4.776)] [KD 6.432 (6.166)] 2024-10-11 23:39:27,395 - Train: 7.09% [88750/1251000] [70.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002963] [CE 4.669 (4.838)] [KD 6.283 (6.209)] 2024-10-11 23:39:33,232 - Train: 7.10% [88800/1251000] [71.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002963] [CE 4.760 (4.787)] [KD 5.851 (6.191)] 2024-10-11 23:39:35,813 - ==> Total time: 3:01:48 Eta: 1 day, 15:38:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:39:41,201 - Train: 7.10% [88850/1251000] [71.0/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002963] [CE 4.683 (4.698)] [KD 6.130 (6.076)] 2024-10-11 23:39:46,947 - Train: 7.11% [88900/1251000] [71.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002963] [CE 5.004 (4.826)] [KD 6.104 (6.238)] 2024-10-11 23:39:52,816 - Train: 7.11% [88950/1251000] [71.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002963] [CE 5.292 (4.775)] [KD 6.344 (6.134)] 2024-10-11 23:39:58,931 - Train: 7.11% [89000/1251000] [71.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002963] [CE 5.216 (4.798)] [KD 6.210 (6.242)] 2024-10-11 23:40:04,864 - Train: 7.12% [89050/1251000] [71.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002963] [CE 5.002 (4.848)] [KD 5.862 (6.268)] 2024-10-11 23:40:10,644 - Train: 7.12% [89100/1251000] [71.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002963] [CE 4.736 (4.793)] [KD 6.247 (6.212)] 2024-10-11 23:40:16,560 - Train: 7.13% [89150/1251000] [71.3/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002963] [CE 5.004 (4.792)] [KD 6.217 (6.266)] 2024-10-11 23:40:22,628 - Train: 7.13% [89200/1251000] [71.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002963] [CE 4.783 (4.839)] [KD 6.139 (6.152)] 2024-10-11 23:40:28,593 - Train: 7.13% [89250/1251000] [71.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002963] [CE 4.520 (4.824)] [KD 6.252 (6.220)] 2024-10-11 23:40:34,591 - Train: 7.14% [89300/1251000] [71.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002963] [CE 4.643 (4.832)] [KD 6.230 (6.137)] 2024-10-11 23:40:40,362 - Train: 7.14% [89350/1251000] [71.4/1000.0] [batch_t 0.118 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002963] [CE 5.339 (4.816)] [KD 6.593 (6.112)] 2024-10-11 23:40:46,348 - Train: 7.15% [89400/1251000] [71.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002963] [CE 5.157 (4.807)] [KD 6.344 (6.197)] 2024-10-11 23:40:52,339 - Train: 7.15% [89450/1251000] [71.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002963] [CE 4.773 (4.835)] [KD 6.433 (6.236)] 2024-10-11 23:40:58,169 - Train: 7.15% [89500/1251000] [71.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002963] [CE 4.920 (4.837)] [KD 6.292 (6.297)] 2024-10-11 23:41:04,079 - Train: 7.16% [89550/1251000] [71.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002963] [CE 4.972 (4.817)] [KD 6.346 (6.259)] 2024-10-11 23:41:10,035 - Train: 7.16% [89600/1251000] [71.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002963] [CE 4.648 (4.853)] [KD 6.229 (6.238)] 2024-10-11 23:41:16,072 - Train: 7.17% [89650/1251000] [71.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002963] [CE 4.353 (4.871)] [KD 6.011 (6.171)] 2024-10-11 23:41:21,946 - Train: 7.17% [89700/1251000] [71.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002962] [CE 4.279 (4.828)] [KD 6.189 (6.203)] 2024-10-11 23:41:27,687 - Train: 7.17% [89750/1251000] [71.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002962] [CE 5.062 (4.888)] [KD 6.343 (6.297)] 2024-10-11 23:41:33,565 - Train: 7.18% [89800/1251000] [71.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002962] [CE 4.543 (4.817)] [KD 6.138 (6.281)] 2024-10-11 23:41:39,408 - Train: 7.18% [89850/1251000] [71.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002962] [CE 4.487 (4.811)] [KD 6.210 (6.265)] 2024-10-11 23:41:45,277 - Train: 7.19% [89900/1251000] [71.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002962] [CE 4.619 (4.845)] [KD 6.166 (6.234)] 2024-10-11 23:41:51,035 - Train: 7.19% [89950/1251000] [71.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002962] [CE 5.158 (4.810)] [KD 6.214 (6.204)] 2024-10-11 23:41:57,035 - Train: 7.19% [90000/1251000] [71.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002962] [CE 4.845 (4.810)] [KD 6.811 (6.272)] 2024-10-11 23:42:03,109 - Train: 7.20% [90050/1251000] [72.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002962] [CE 5.050 (4.889)] [KD 6.526 (6.278)] 2024-10-11 23:42:05,590 - ==> Total time: 3:04:18 Eta: 1 day, 15:35:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:42:10,717 - Train: 7.20% [90100/1251000] [72.0/1000.0] [batch_t 0.113 (0.138)] [data_t 0.002] [optim_t 0.111] [lr 0.002962] [CE 4.364 (4.756)] [KD 5.913 (6.121)] 2024-10-11 23:42:16,540 - Train: 7.21% [90150/1251000] [72.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002962] [CE 4.527 (4.731)] [KD 6.126 (6.067)] 2024-10-11 23:42:22,579 - Train: 7.21% [90200/1251000] [72.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002962] [CE 5.162 (4.835)] [KD 6.418 (6.169)] 2024-10-11 23:42:28,411 - Train: 7.21% [90250/1251000] [72.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002962] [CE 4.756 (4.808)] [KD 6.258 (6.275)] 2024-10-11 23:42:34,292 - Train: 7.22% [90300/1251000] [72.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002962] [CE 4.611 (4.798)] [KD 5.984 (6.045)] 2024-10-11 23:42:40,185 - Train: 7.22% [90350/1251000] [72.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002962] [CE 5.006 (4.800)] [KD 5.854 (6.119)] 2024-10-11 23:42:46,171 - Train: 7.23% [90400/1251000] [72.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002962] [CE 4.997 (4.836)] [KD 6.417 (6.204)] 2024-10-11 23:42:52,088 - Train: 7.23% [90450/1251000] [72.3/1000.0] [batch_t 0.239 (0.118)] [data_t 0.003] [optim_t 0.236] [lr 0.002962] [CE 5.060 (4.791)] [KD 6.162 (6.269)] 2024-10-11 23:42:58,130 - Train: 7.23% [90500/1251000] [72.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002962] [CE 4.613 (4.758)] [KD 6.246 (6.074)] 2024-10-11 23:43:03,889 - Train: 7.24% [90550/1251000] [72.4/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002962] [CE 4.577 (4.794)] [KD 6.090 (6.155)] 2024-10-11 23:43:09,880 - Train: 7.24% [90600/1251000] [72.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002962] [CE 4.796 (4.812)] [KD 6.363 (6.140)] 2024-10-11 23:43:15,857 - Train: 7.25% [90650/1251000] [72.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002962] [CE 4.981 (4.833)] [KD 6.290 (6.205)] 2024-10-11 23:43:21,688 - Train: 7.25% [90700/1251000] [72.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002962] [CE 4.601 (4.809)] [KD 5.939 (6.178)] 2024-10-11 23:43:27,650 - Train: 7.25% [90750/1251000] [72.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002962] [CE 5.068 (4.816)] [KD 6.480 (6.204)] 2024-10-11 23:43:33,560 - Train: 7.26% [90800/1251000] [72.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002962] [CE 4.716 (4.738)] [KD 6.202 (6.100)] 2024-10-11 23:43:39,630 - Train: 7.26% [90850/1251000] [72.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002962] [CE 4.726 (4.786)] [KD 6.084 (6.155)] 2024-10-11 23:43:45,889 - Train: 7.27% [90900/1251000] [72.7/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002961] [CE 4.924 (4.830)] [KD 6.058 (6.200)] 2024-10-11 23:43:51,816 - Train: 7.27% [90950/1251000] [72.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002961] [CE 4.742 (4.753)] [KD 5.849 (6.073)] 2024-10-11 23:43:57,628 - Train: 7.27% [91000/1251000] [72.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002961] [CE 5.011 (4.888)] [KD 6.332 (6.475)] 2024-10-11 23:44:03,617 - Train: 7.28% [91050/1251000] [72.8/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002961] [CE 4.111 (4.777)] [KD 5.852 (6.252)] 2024-10-11 23:44:09,652 - Train: 7.28% [91100/1251000] [72.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002961] [CE 4.659 (4.763)] [KD 6.565 (6.321)] 2024-10-11 23:44:15,746 - Train: 7.29% [91150/1251000] [72.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002961] [CE 5.149 (4.851)] [KD 6.805 (6.320)] 2024-10-11 23:44:21,738 - Train: 7.29% [91200/1251000] [72.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002961] [CE 5.045 (4.758)] [KD 6.204 (6.230)] 2024-10-11 23:44:27,901 - Train: 7.29% [91250/1251000] [72.9/1000.0] [batch_t 0.122 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002961] [CE 4.521 (4.779)] [KD 5.879 (6.190)] 2024-10-11 23:44:33,916 - Train: 7.30% [91300/1251000] [73.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002961] [CE 4.541 (4.822)] [KD 5.905 (6.211)] 2024-10-11 23:44:36,662 - ==> Total time: 3:06:49 Eta: 1 day, 15:32:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:44:41,694 - Train: 7.30% [91350/1251000] [73.0/1000.0] [batch_t 0.113 (0.133)] [data_t 0.003] [optim_t 0.110] [lr 0.002961] [CE 4.283 (4.714)] [KD 5.938 (6.034)] 2024-10-11 23:44:47,387 - Train: 7.31% [91400/1251000] [73.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002961] [CE 4.602 (4.763)] [KD 6.281 (6.138)] 2024-10-11 23:44:53,418 - Train: 7.31% [91450/1251000] [73.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002961] [CE 5.036 (4.806)] [KD 6.289 (6.230)] 2024-10-11 23:44:59,313 - Train: 7.31% [91500/1251000] [73.1/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002961] [CE 4.851 (4.725)] [KD 6.527 (6.160)] 2024-10-11 23:45:05,218 - Train: 7.32% [91550/1251000] [73.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002961] [CE 4.976 (4.807)] [KD 6.338 (6.295)] 2024-10-11 23:45:11,288 - Train: 7.32% [91600/1251000] [73.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002961] [CE 5.087 (4.792)] [KD 6.104 (6.287)] 2024-10-11 23:45:17,030 - Train: 7.33% [91650/1251000] [73.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002961] [CE 4.778 (4.830)] [KD 5.999 (6.176)] 2024-10-11 23:45:22,824 - Train: 7.33% [91700/1251000] [73.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002961] [CE 4.175 (4.764)] [KD 5.861 (6.201)] 2024-10-11 23:45:29,145 - Train: 7.33% [91750/1251000] [73.3/1000.0] [batch_t 0.340 (0.126)] [data_t 0.003] [optim_t 0.338] [lr 0.002961] [CE 4.836 (4.768)] [KD 6.349 (6.232)] 2024-10-11 23:45:34,914 - Train: 7.34% [91800/1251000] [73.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002961] [CE 4.758 (4.801)] [KD 5.879 (6.173)] 2024-10-11 23:45:40,883 - Train: 7.34% [91850/1251000] [73.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002961] [CE 4.694 (4.813)] [KD 6.415 (6.231)] 2024-10-11 23:45:46,781 - Train: 7.35% [91900/1251000] [73.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002961] [CE 4.746 (4.793)] [KD 6.294 (6.189)] 2024-10-11 23:45:52,535 - Train: 7.35% [91950/1251000] [73.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002961] [CE 4.616 (4.733)] [KD 6.043 (6.199)] 2024-10-11 23:45:58,321 - Train: 7.35% [92000/1251000] [73.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002961] [CE 5.432 (4.844)] [KD 6.268 (6.140)] 2024-10-11 23:46:04,332 - Train: 7.36% [92050/1251000] [73.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002961] [CE 3.988 (4.778)] [KD 5.644 (6.095)] 2024-10-11 23:46:10,064 - Train: 7.36% [92100/1251000] [73.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002960] [CE 4.465 (4.782)] [KD 6.075 (6.203)] 2024-10-11 23:46:16,192 - Train: 7.37% [92150/1251000] [73.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002960] [CE 5.055 (4.746)] [KD 6.451 (6.123)] 2024-10-11 23:46:22,342 - Train: 7.37% [92200/1251000] [73.7/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002960] [CE 4.358 (4.853)] [KD 6.002 (6.216)] 2024-10-11 23:46:28,139 - Train: 7.37% [92250/1251000] [73.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002960] [CE 4.771 (4.814)] [KD 6.215 (6.202)] 2024-10-11 23:46:33,866 - Train: 7.38% [92300/1251000] [73.8/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002960] [CE 4.669 (4.812)] [KD 6.217 (6.239)] 2024-10-11 23:46:39,761 - Train: 7.38% [92350/1251000] [73.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002960] [CE 5.002 (4.826)] [KD 6.658 (6.292)] 2024-10-11 23:46:45,621 - Train: 7.39% [92400/1251000] [73.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002960] [CE 4.483 (4.780)] [KD 6.300 (6.217)] 2024-10-11 23:46:51,619 - Train: 7.39% [92450/1251000] [73.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002960] [CE 5.031 (4.790)] [KD 6.499 (6.186)] 2024-10-11 23:46:57,460 - Train: 7.39% [92500/1251000] [73.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002960] [CE 4.796 (4.814)] [KD 6.359 (6.219)] 2024-10-11 23:47:03,231 - Train: 7.40% [92550/1251000] [74.0/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002960] [CE 5.133 (4.856)] [KD 6.379 (6.228)] 2024-10-11 23:47:06,082 - ==> Total time: 3:09:18 Eta: 1 day, 15:28:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:47:10,912 - Train: 7.40% [92600/1251000] [74.0/1000.0] [batch_t 0.113 (0.143)] [data_t 0.002] [optim_t 0.110] [lr 0.002960] [CE 4.419 (4.729)] [KD 5.937 (6.149)] 2024-10-11 23:47:16,954 - Train: 7.41% [92650/1251000] [74.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002960] [CE 4.687 (4.794)] [KD 5.947 (6.120)] 2024-10-11 23:47:22,704 - Train: 7.41% [92700/1251000] [74.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002960] [CE 4.825 (4.773)] [KD 6.006 (6.246)] 2024-10-11 23:47:28,698 - Train: 7.41% [92750/1251000] [74.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002960] [CE 5.108 (4.850)] [KD 5.941 (6.173)] 2024-10-11 23:47:34,543 - Train: 7.42% [92800/1251000] [74.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002960] [CE 4.684 (4.800)] [KD 6.094 (6.168)] 2024-10-11 23:47:40,494 - Train: 7.42% [92850/1251000] [74.2/1000.0] [batch_t 0.244 (0.119)] [data_t 0.002] [optim_t 0.241] [lr 0.002960] [CE 4.606 (4.884)] [KD 6.008 (6.135)] 2024-10-11 23:47:46,248 - Train: 7.43% [92900/1251000] [74.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002960] [CE 4.499 (4.901)] [KD 5.813 (6.140)] 2024-10-11 23:47:51,982 - Train: 7.43% [92950/1251000] [74.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002960] [CE 5.124 (4.865)] [KD 6.465 (6.267)] 2024-10-11 23:47:57,641 - Train: 7.43% [93000/1251000] [74.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002960] [CE 4.761 (4.794)] [KD 6.126 (6.217)] 2024-10-11 23:48:03,722 - Train: 7.44% [93050/1251000] [74.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002960] [CE 4.335 (4.807)] [KD 6.065 (6.205)] 2024-10-11 23:48:09,470 - Train: 7.44% [93100/1251000] [74.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002960] [CE 4.232 (4.798)] [KD 5.775 (6.136)] 2024-10-11 23:48:15,270 - Train: 7.45% [93150/1251000] [74.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002960] [CE 4.392 (4.856)] [KD 5.647 (6.139)] 2024-10-11 23:48:21,254 - Train: 7.45% [93200/1251000] [74.5/1000.0] [batch_t 0.254 (0.120)] [data_t 0.002] [optim_t 0.252] [lr 0.002960] [CE 5.073 (4.701)] [KD 6.168 (6.148)] 2024-10-11 23:48:27,149 - Train: 7.45% [93250/1251000] [74.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002959] [CE 4.502 (4.828)] [KD 6.263 (6.240)] 2024-10-11 23:48:33,074 - Train: 7.46% [93300/1251000] [74.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002959] [CE 4.654 (4.831)] [KD 6.198 (6.256)] 2024-10-11 23:48:38,890 - Train: 7.46% [93350/1251000] [74.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002959] [CE 5.075 (4.839)] [KD 6.410 (6.275)] 2024-10-11 23:48:44,609 - Train: 7.47% [93400/1251000] [74.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002959] [CE 4.462 (4.802)] [KD 6.091 (6.251)] 2024-10-11 23:48:50,540 - Train: 7.47% [93450/1251000] [74.7/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002959] [CE 4.980 (4.852)] [KD 6.634 (6.321)] 2024-10-11 23:48:56,419 - Train: 7.47% [93500/1251000] [74.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002959] [CE 4.558 (4.752)] [KD 6.259 (6.245)] 2024-10-11 23:49:02,290 - Train: 7.48% [93550/1251000] [74.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002959] [CE 4.502 (4.835)] [KD 6.232 (6.254)] 2024-10-11 23:49:08,275 - Train: 7.48% [93600/1251000] [74.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002959] [CE 4.417 (4.779)] [KD 6.128 (6.240)] 2024-10-11 23:49:14,259 - Train: 7.49% [93650/1251000] [74.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002959] [CE 4.743 (4.829)] [KD 6.456 (6.354)] 2024-10-11 23:49:20,154 - Train: 7.49% [93700/1251000] [74.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002959] [CE 4.606 (4.777)] [KD 6.146 (6.145)] 2024-10-11 23:49:25,984 - Train: 7.49% [93750/1251000] [74.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002959] [CE 4.667 (4.818)] [KD 6.183 (6.233)] 2024-10-11 23:49:31,875 - Train: 7.50% [93800/1251000] [75.0/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002959] [CE 4.471 (4.759)] [KD 5.606 (6.117)] 2024-10-11 23:49:39,733 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 30790] [top5_cnt 42086] [top_all 50000] 2024-10-11 23:49:39,734 - net: 61.580 (84.172) 2024-10-11 23:49:44,722 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 34564] [top5_cnt 44443] [top_all 50000] 2024-10-11 23:49:44,723 - net_E: 69.128 (88.886) 2024-10-11 23:49:44,877 - Max [top1: 61.580 (epoch: 75)] [top1-ema: 69.128 (epoch: 75)] 2024-10-11 23:49:44,877 - ==> Total time: 3:11:57 Eta: 1 day, 15:27:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:49:52,676 - Train: 7.50% [93850/1251000] [75.0/1000.0] [batch_t 0.122 (0.128)] [data_t 0.003] [optim_t 0.119] [lr 0.002959] [CE 4.847 (4.784)] [KD 6.111 (6.048)] 2024-10-11 23:49:58,720 - Train: 7.51% [93900/1251000] [75.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002959] [CE 4.643 (4.846)] [KD 6.093 (6.121)] 2024-10-11 23:50:04,573 - Train: 7.51% [93950/1251000] [75.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002959] [CE 4.768 (4.821)] [KD 6.412 (6.186)] 2024-10-11 23:50:10,594 - Train: 7.51% [94000/1251000] [75.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002959] [CE 4.953 (4.811)] [KD 6.063 (6.169)] 2024-10-11 23:50:16,481 - Train: 7.52% [94050/1251000] [75.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002959] [CE 4.757 (4.835)] [KD 6.108 (6.206)] 2024-10-11 23:50:22,530 - Train: 7.52% [94100/1251000] [75.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002959] [CE 5.004 (4.809)] [KD 6.287 (6.137)] 2024-10-11 23:50:28,331 - Train: 7.53% [94150/1251000] [75.3/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002959] [CE 4.894 (4.766)] [KD 5.621 (6.078)] 2024-10-11 23:50:34,098 - Train: 7.53% [94200/1251000] [75.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002959] [CE 5.053 (4.810)] [KD 6.354 (6.216)] 2024-10-11 23:50:39,974 - Train: 7.53% [94250/1251000] [75.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002959] [CE 5.102 (4.824)] [KD 6.342 (6.157)] 2024-10-11 23:50:45,938 - Train: 7.54% [94300/1251000] [75.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002959] [CE 4.718 (4.788)] [KD 6.332 (6.183)] 2024-10-11 23:50:51,941 - Train: 7.54% [94350/1251000] [75.4/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002959] [CE 4.988 (4.754)] [KD 6.047 (6.174)] 2024-10-11 23:50:57,894 - Train: 7.55% [94400/1251000] [75.5/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.002958] [CE 4.687 (4.821)] [KD 6.205 (6.200)] 2024-10-11 23:51:03,794 - Train: 7.55% [94450/1251000] [75.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002958] [CE 5.050 (4.807)] [KD 6.453 (6.154)] 2024-10-11 23:51:09,553 - Train: 7.55% [94500/1251000] [75.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002958] [CE 4.998 (4.808)] [KD 5.939 (6.186)] 2024-10-11 23:51:15,498 - Train: 7.56% [94550/1251000] [75.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002958] [CE 4.756 (4.811)] [KD 6.361 (6.233)] 2024-10-11 23:51:21,407 - Train: 7.56% [94600/1251000] [75.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002958] [CE 4.983 (4.781)] [KD 6.219 (6.223)] 2024-10-11 23:51:27,195 - Train: 7.57% [94650/1251000] [75.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002958] [CE 4.464 (4.840)] [KD 6.063 (6.162)] 2024-10-11 23:51:33,109 - Train: 7.57% [94700/1251000] [75.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002958] [CE 4.734 (4.771)] [KD 6.192 (6.112)] 2024-10-11 23:51:39,116 - Train: 7.57% [94750/1251000] [75.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002958] [CE 5.283 (4.789)] [KD 6.333 (6.163)] 2024-10-11 23:51:45,090 - Train: 7.58% [94800/1251000] [75.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002958] [CE 4.950 (4.807)] [KD 6.045 (6.213)] 2024-10-11 23:51:51,139 - Train: 7.58% [94850/1251000] [75.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002958] [CE 4.876 (4.792)] [KD 6.055 (6.230)] 2024-10-11 23:51:57,058 - Train: 7.59% [94900/1251000] [75.9/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002958] [CE 5.153 (4.762)] [KD 6.565 (6.115)] 2024-10-11 23:52:03,207 - Train: 7.59% [94950/1251000] [75.9/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002958] [CE 5.202 (4.786)] [KD 6.359 (6.331)] 2024-10-11 23:52:09,052 - Train: 7.59% [95000/1251000] [75.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002958] [CE 4.966 (4.845)] [KD 6.298 (6.217)] 2024-10-11 23:52:14,905 - Train: 7.60% [95050/1251000] [76.0/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002958] [CE 4.846 (4.846)] [KD 6.351 (6.330)] 2024-10-11 23:52:18,041 - ==> Total time: 3:14:30 Eta: 1 day, 15:24:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:52:22,102 - Train: 7.60% [95100/1251000] [76.0/1000.0] [batch_t 0.118 (0.127)] [data_t 0.002] [optim_t 0.115] [lr 0.002958] [CE 4.880 (4.799)] [KD 6.265 (5.986)] 2024-10-11 23:52:28,503 - Train: 7.61% [95150/1251000] [76.1/1000.0] [batch_t 0.117 (0.128)] [data_t 0.002] [optim_t 0.115] [lr 0.002958] [CE 4.706 (4.835)] [KD 6.218 (6.211)] 2024-10-11 23:52:34,411 - Train: 7.61% [95200/1251000] [76.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002958] [CE 4.983 (4.808)] [KD 6.001 (6.132)] 2024-10-11 23:52:40,412 - Train: 7.61% [95250/1251000] [76.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002958] [CE 4.564 (4.819)] [KD 5.784 (6.011)] 2024-10-11 23:52:46,203 - Train: 7.62% [95300/1251000] [76.2/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002958] [CE 4.856 (4.859)] [KD 6.356 (6.293)] 2024-10-11 23:52:52,087 - Train: 7.62% [95350/1251000] [76.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002958] [CE 4.557 (4.731)] [KD 6.113 (6.202)] 2024-10-11 23:52:57,888 - Train: 7.63% [95400/1251000] [76.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002958] [CE 4.408 (4.858)] [KD 5.864 (6.227)] 2024-10-11 23:53:03,924 - Train: 7.63% [95450/1251000] [76.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002958] [CE 4.659 (4.711)] [KD 6.383 (6.060)] 2024-10-11 23:53:09,884 - Train: 7.63% [95500/1251000] [76.3/1000.0] [batch_t 0.124 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.002957] [CE 4.699 (4.701)] [KD 5.586 (6.069)] 2024-10-11 23:53:15,755 - Train: 7.64% [95550/1251000] [76.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002957] [CE 4.763 (4.854)] [KD 6.125 (6.244)] 2024-10-11 23:53:21,662 - Train: 7.64% [95600/1251000] [76.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002957] [CE 4.379 (4.768)] [KD 6.235 (6.138)] 2024-10-11 23:53:27,680 - Train: 7.65% [95650/1251000] [76.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002957] [CE 5.126 (4.809)] [KD 6.159 (6.194)] 2024-10-11 23:53:33,693 - Train: 7.65% [95700/1251000] [76.5/1000.0] [batch_t 0.249 (0.120)] [data_t 0.002] [optim_t 0.247] [lr 0.002957] [CE 5.076 (4.784)] [KD 6.481 (6.153)] 2024-10-11 23:53:39,766 - Train: 7.65% [95750/1251000] [76.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002957] [CE 4.594 (4.841)] [KD 6.191 (6.194)] 2024-10-11 23:53:45,566 - Train: 7.66% [95800/1251000] [76.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002957] [CE 4.364 (4.761)] [KD 5.932 (6.176)] 2024-10-11 23:53:51,382 - Train: 7.66% [95850/1251000] [76.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002957] [CE 4.255 (4.839)] [KD 5.792 (6.218)] 2024-10-11 23:53:57,235 - Train: 7.67% [95900/1251000] [76.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002957] [CE 4.784 (4.836)] [KD 6.030 (6.209)] 2024-10-11 23:54:03,066 - Train: 7.67% [95950/1251000] [76.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002957] [CE 4.590 (4.776)] [KD 6.133 (6.214)] 2024-10-11 23:54:09,342 - Train: 7.67% [96000/1251000] [76.7/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002957] [CE 4.973 (4.807)] [KD 6.496 (6.363)] 2024-10-11 23:54:15,325 - Train: 7.68% [96050/1251000] [76.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002957] [CE 4.963 (4.923)] [KD 6.371 (6.378)] 2024-10-11 23:54:21,368 - Train: 7.68% [96100/1251000] [76.8/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002957] [CE 4.869 (4.870)] [KD 6.306 (6.313)] 2024-10-11 23:54:27,162 - Train: 7.69% [96150/1251000] [76.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002957] [CE 5.266 (4.848)] [KD 6.306 (6.212)] 2024-10-11 23:54:33,040 - Train: 7.69% [96200/1251000] [76.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002957] [CE 4.644 (4.728)] [KD 5.821 (6.192)] 2024-10-11 23:54:38,826 - Train: 7.69% [96250/1251000] [76.9/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002957] [CE 4.876 (4.796)] [KD 6.396 (6.265)] 2024-10-11 23:54:44,837 - Train: 7.70% [96300/1251000] [77.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002957] [CE 4.701 (4.741)] [KD 6.014 (6.158)] 2024-10-11 23:54:47,881 - ==> Total time: 3:17:00 Eta: 1 day, 15:21:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:54:51,951 - Train: 7.70% [96350/1251000] [77.0/1000.0] [batch_t 0.117 (0.135)] [data_t 0.002] [optim_t 0.115] [lr 0.002957] [CE 5.062 (4.827)] [KD 6.093 (6.211)] 2024-10-11 23:54:58,111 - Train: 7.71% [96400/1251000] [77.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002957] [CE 4.548 (4.728)] [KD 5.872 (6.070)] 2024-10-11 23:55:04,074 - Train: 7.71% [96450/1251000] [77.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002957] [CE 5.021 (4.755)] [KD 6.270 (6.061)] 2024-10-11 23:55:10,036 - Train: 7.71% [96500/1251000] [77.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002957] [CE 4.681 (4.837)] [KD 6.091 (6.147)] 2024-10-11 23:55:15,958 - Train: 7.72% [96550/1251000] [77.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002957] [CE 5.077 (4.809)] [KD 6.421 (6.155)] 2024-10-11 23:55:21,700 - Train: 7.72% [96600/1251000] [77.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002957] [CE 4.563 (4.734)] [KD 5.767 (6.122)] 2024-10-11 23:55:27,628 - Train: 7.73% [96650/1251000] [77.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002956] [CE 4.649 (4.806)] [KD 6.144 (6.095)] 2024-10-11 23:55:33,834 - Train: 7.73% [96700/1251000] [77.3/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002956] [CE 4.473 (4.788)] [KD 6.076 (6.202)] 2024-10-11 23:55:39,642 - Train: 7.73% [96750/1251000] [77.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002956] [CE 4.843 (4.758)] [KD 6.422 (6.106)] 2024-10-11 23:55:45,416 - Train: 7.74% [96800/1251000] [77.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002956] [CE 4.875 (4.787)] [KD 6.389 (6.135)] 2024-10-11 23:55:51,393 - Train: 7.74% [96850/1251000] [77.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002956] [CE 4.947 (4.851)] [KD 6.290 (6.170)] 2024-10-11 23:55:57,241 - Train: 7.75% [96900/1251000] [77.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002956] [CE 4.923 (4.817)] [KD 6.203 (6.255)] 2024-10-11 23:56:03,200 - Train: 7.75% [96950/1251000] [77.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002956] [CE 4.722 (4.818)] [KD 6.149 (6.201)] 2024-10-11 23:56:09,036 - Train: 7.75% [97000/1251000] [77.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002956] [CE 4.636 (4.832)] [KD 6.273 (6.322)] 2024-10-11 23:56:14,854 - Train: 7.76% [97050/1251000] [77.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002956] [CE 5.090 (4.819)] [KD 6.523 (6.250)] 2024-10-11 23:56:20,963 - Train: 7.76% [97100/1251000] [77.6/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002956] [CE 4.680 (4.770)] [KD 6.096 (6.144)] 2024-10-11 23:56:26,664 - Train: 7.77% [97150/1251000] [77.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002956] [CE 4.330 (4.769)] [KD 6.115 (6.196)] 2024-10-11 23:56:32,442 - Train: 7.77% [97200/1251000] [77.7/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002956] [CE 4.805 (4.881)] [KD 6.157 (6.164)] 2024-10-11 23:56:38,555 - Train: 7.77% [97250/1251000] [77.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002956] [CE 4.820 (4.803)] [KD 5.985 (6.206)] 2024-10-11 23:56:44,403 - Train: 7.78% [97300/1251000] [77.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002956] [CE 4.507 (4.857)] [KD 6.217 (6.249)] 2024-10-11 23:56:50,321 - Train: 7.78% [97350/1251000] [77.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002956] [CE 5.065 (4.781)] [KD 6.290 (6.203)] 2024-10-11 23:56:56,215 - Train: 7.79% [97400/1251000] [77.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002956] [CE 4.414 (4.753)] [KD 6.337 (6.132)] 2024-10-11 23:57:01,977 - Train: 7.79% [97450/1251000] [77.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002956] [CE 4.826 (4.829)] [KD 6.191 (6.229)] 2024-10-11 23:57:07,880 - Train: 7.79% [97500/1251000] [77.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002956] [CE 4.902 (4.870)] [KD 6.285 (6.199)] 2024-10-11 23:57:14,039 - Train: 7.80% [97550/1251000] [78.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002956] [CE 4.661 (4.798)] [KD 6.043 (6.124)] 2024-10-11 23:57:17,230 - ==> Total time: 3:19:29 Eta: 1 day, 15:18:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:57:21,343 - Train: 7.80% [97600/1251000] [78.0/1000.0] [batch_t 0.114 (0.132)] [data_t 0.002] [optim_t 0.112] [lr 0.002956] [CE 4.346 (4.834)] [KD 5.627 (6.114)] 2024-10-11 23:57:27,224 - Train: 7.81% [97650/1251000] [78.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002956] [CE 4.849 (4.798)] [KD 6.367 (6.016)] 2024-10-11 23:57:33,078 - Train: 7.81% [97700/1251000] [78.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002956] [CE 5.236 (4.848)] [KD 6.574 (6.217)] 2024-10-11 23:57:38,953 - Train: 7.81% [97750/1251000] [78.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002955] [CE 4.709 (4.761)] [KD 6.232 (6.261)] 2024-10-11 23:57:45,042 - Train: 7.82% [97800/1251000] [78.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.002955] [CE 4.569 (4.779)] [KD 6.313 (6.144)] 2024-10-11 23:57:50,762 - Train: 7.82% [97850/1251000] [78.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002955] [CE 4.588 (4.874)] [KD 6.218 (6.174)] 2024-10-11 23:57:56,777 - Train: 7.83% [97900/1251000] [78.3/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002955] [CE 5.043 (4.805)] [KD 6.246 (6.225)] 2024-10-11 23:58:02,798 - Train: 7.83% [97950/1251000] [78.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002955] [CE 4.341 (4.781)] [KD 5.555 (6.069)] 2024-10-11 23:58:08,510 - Train: 7.83% [98000/1251000] [78.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002955] [CE 4.803 (4.799)] [KD 5.765 (6.128)] 2024-10-11 23:58:14,201 - Train: 7.84% [98050/1251000] [78.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002955] [CE 4.382 (4.793)] [KD 6.021 (6.155)] 2024-10-11 23:58:20,165 - Train: 7.84% [98100/1251000] [78.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002955] [CE 5.002 (4.846)] [KD 6.209 (6.187)] 2024-10-11 23:58:25,876 - Train: 7.85% [98150/1251000] [78.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002955] [CE 4.422 (4.758)] [KD 5.719 (6.077)] 2024-10-11 23:58:31,691 - Train: 7.85% [98200/1251000] [78.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002955] [CE 5.174 (4.769)] [KD 6.321 (6.144)] 2024-10-11 23:58:37,730 - Train: 7.85% [98250/1251000] [78.5/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002955] [CE 4.495 (4.783)] [KD 6.172 (6.083)] 2024-10-11 23:58:43,427 - Train: 7.86% [98300/1251000] [78.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002955] [CE 5.034 (4.845)] [KD 6.190 (6.147)] 2024-10-11 23:58:49,273 - Train: 7.86% [98350/1251000] [78.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002955] [CE 5.195 (4.735)] [KD 6.294 (6.102)] 2024-10-11 23:58:55,295 - Train: 7.87% [98400/1251000] [78.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002955] [CE 4.322 (4.827)] [KD 5.856 (6.210)] 2024-10-11 23:59:01,058 - Train: 7.87% [98450/1251000] [78.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002955] [CE 4.747 (4.803)] [KD 6.519 (6.272)] 2024-10-11 23:59:06,954 - Train: 7.87% [98500/1251000] [78.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002955] [CE 5.021 (4.830)] [KD 6.323 (6.194)] 2024-10-11 23:59:12,911 - Train: 7.88% [98550/1251000] [78.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002955] [CE 4.743 (4.848)] [KD 6.216 (6.218)] 2024-10-11 23:59:18,799 - Train: 7.88% [98600/1251000] [78.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002955] [CE 4.917 (4.873)] [KD 6.092 (6.248)] 2024-10-11 23:59:24,727 - Train: 7.89% [98650/1251000] [78.9/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002955] [CE 4.984 (4.844)] [KD 6.165 (6.176)] 2024-10-11 23:59:30,456 - Train: 7.89% [98700/1251000] [78.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002955] [CE 4.972 (4.804)] [KD 6.428 (6.156)] 2024-10-11 23:59:36,282 - Train: 7.89% [98750/1251000] [78.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002955] [CE 4.590 (4.759)] [KD 5.904 (6.066)] 2024-10-11 23:59:42,193 - Train: 7.90% [98800/1251000] [79.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002955] [CE 4.697 (4.809)] [KD 5.971 (6.088)] 2024-10-11 23:59:45,549 - ==> Total time: 3:21:58 Eta: 1 day, 15:14:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-11 23:59:49,255 - Train: 7.90% [98850/1251000] [79.0/1000.0] [batch_t 0.115 (0.129)] [data_t 0.003] [optim_t 0.113] [lr 0.002954] [CE 4.642 (4.712)] [KD 6.254 (6.048)] 2024-10-11 23:59:54,971 - Train: 7.91% [98900/1251000] [79.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002954] [CE 5.248 (4.814)] [KD 6.213 (6.200)] 2024-10-12 00:00:01,046 - Train: 7.91% [98950/1251000] [79.1/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002954] [CE 4.903 (4.794)] [KD 5.996 (6.012)] 2024-10-12 00:00:06,902 - Train: 7.91% [99000/1251000] [79.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002954] [CE 4.907 (4.811)] [KD 6.100 (6.185)] 2024-10-12 00:00:12,631 - Train: 7.92% [99050/1251000] [79.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002954] [CE 4.146 (4.653)] [KD 5.911 (6.000)] 2024-10-12 00:00:18,496 - Train: 7.92% [99100/1251000] [79.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002954] [CE 5.045 (4.840)] [KD 6.295 (6.195)] 2024-10-12 00:00:24,161 - Train: 7.93% [99150/1251000] [79.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002954] [CE 4.869 (4.806)] [KD 6.052 (6.123)] 2024-10-12 00:00:30,280 - Train: 7.93% [99200/1251000] [79.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002954] [CE 4.748 (4.798)] [KD 6.034 (6.186)] 2024-10-12 00:00:36,137 - Train: 7.93% [99250/1251000] [79.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002954] [CE 4.930 (4.779)] [KD 6.262 (6.144)] 2024-10-12 00:00:41,866 - Train: 7.94% [99300/1251000] [79.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002954] [CE 4.399 (4.829)] [KD 5.916 (6.169)] 2024-10-12 00:00:47,997 - Train: 7.94% [99350/1251000] [79.4/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002954] [CE 5.235 (4.797)] [KD 6.188 (6.102)] 2024-10-12 00:00:53,922 - Train: 7.95% [99400/1251000] [79.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002954] [CE 4.263 (4.752)] [KD 6.060 (6.162)] 2024-10-12 00:00:59,854 - Train: 7.95% [99450/1251000] [79.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002954] [CE 4.234 (4.788)] [KD 5.951 (6.162)] 2024-10-12 00:01:05,717 - Train: 7.95% [99500/1251000] [79.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002954] [CE 5.035 (4.811)] [KD 6.125 (6.201)] 2024-10-12 00:01:11,672 - Train: 7.96% [99550/1251000] [79.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002954] [CE 4.892 (4.846)] [KD 6.017 (6.233)] 2024-10-12 00:01:17,629 - Train: 7.96% [99600/1251000] [79.6/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002954] [CE 4.679 (4.867)] [KD 6.359 (6.222)] 2024-10-12 00:01:23,682 - Train: 7.97% [99650/1251000] [79.7/1000.0] [batch_t 0.123 (0.121)] [data_t 0.002] [optim_t 0.120] [lr 0.002954] [CE 5.080 (4.814)] [KD 5.972 (6.236)] 2024-10-12 00:01:29,659 - Train: 7.97% [99700/1251000] [79.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002954] [CE 4.661 (4.777)] [KD 5.823 (6.069)] 2024-10-12 00:01:35,725 - Train: 7.97% [99750/1251000] [79.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002954] [CE 4.623 (4.804)] [KD 6.069 (6.175)] 2024-10-12 00:01:41,832 - Train: 7.98% [99800/1251000] [79.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002954] [CE 5.064 (4.840)] [KD 6.402 (6.327)] 2024-10-12 00:01:47,648 - Train: 7.98% [99850/1251000] [79.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002954] [CE 4.025 (4.827)] [KD 5.894 (6.147)] 2024-10-12 00:01:53,526 - Train: 7.99% [99900/1251000] [79.9/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.121] [lr 0.002954] [CE 4.964 (4.804)] [KD 5.995 (6.230)] 2024-10-12 00:01:59,490 - Train: 7.99% [99950/1251000] [79.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002953] [CE 4.986 (4.774)] [KD 6.041 (6.169)] 2024-10-12 00:02:05,539 - Train: 7.99% [100000/1251000] [79.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002953] [CE 4.826 (4.792)] [KD 6.246 (6.167)] 2024-10-12 00:02:11,656 - Train: 8.00% [100050/1251000] [80.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002953] [CE 4.870 (4.812)] [KD 6.198 (6.160)] 2024-10-12 00:02:20,000 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 30384] [top5_cnt 41770] [top_all 50000] 2024-10-12 00:02:20,000 - net: 60.768 (83.540) 2024-10-12 00:02:25,072 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 34600] [top5_cnt 44428] [top_all 50000] 2024-10-12 00:02:25,072 - net_E: 69.200 (88.856) 2024-10-12 00:02:25,198 - Max [top1: 61.580 (epoch: 75)] [top1-ema: 69.200 (epoch: 80)] 2024-10-12 00:02:25,198 - ==> Total time: 3:24:37 Eta: 1 day, 15:13:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:02:30,745 - Train: 8.00% [100100/1251000] [80.0/1000.0] [batch_t 0.122 (0.131)] [data_t 0.002] [optim_t 0.120] [lr 0.002953] [CE 4.729 (4.798)] [KD 6.178 (6.099)] 2024-10-12 00:02:36,683 - Train: 8.01% [100150/1251000] [80.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002953] [CE 4.508 (4.796)] [KD 6.269 (6.045)] 2024-10-12 00:02:42,807 - Train: 8.01% [100200/1251000] [80.1/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.109] [lr 0.002953] [CE 4.652 (4.827)] [KD 6.120 (6.185)] 2024-10-12 00:02:48,620 - Train: 8.01% [100250/1251000] [80.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002953] [CE 4.886 (4.778)] [KD 6.136 (6.186)] 2024-10-12 00:02:54,473 - Train: 8.02% [100300/1251000] [80.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002953] [CE 4.757 (4.765)] [KD 6.575 (6.173)] 2024-10-12 00:03:00,568 - Train: 8.02% [100350/1251000] [80.2/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002953] [CE 5.182 (4.822)] [KD 6.398 (6.163)] 2024-10-12 00:03:06,634 - Train: 8.03% [100400/1251000] [80.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002953] [CE 5.186 (4.780)] [KD 6.317 (6.089)] 2024-10-12 00:03:12,574 - Train: 8.03% [100450/1251000] [80.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002953] [CE 4.762 (4.810)] [KD 6.114 (6.094)] 2024-10-12 00:03:18,700 - Train: 8.03% [100500/1251000] [80.3/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002953] [CE 4.222 (4.816)] [KD 5.901 (6.130)] 2024-10-12 00:03:24,551 - Train: 8.04% [100550/1251000] [80.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002953] [CE 4.540 (4.774)] [KD 6.000 (6.198)] 2024-10-12 00:03:30,504 - Train: 8.04% [100600/1251000] [80.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002953] [CE 4.988 (4.830)] [KD 6.358 (6.080)] 2024-10-12 00:03:36,460 - Train: 8.05% [100650/1251000] [80.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002953] [CE 4.876 (4.734)] [KD 6.191 (6.066)] 2024-10-12 00:03:42,396 - Train: 8.05% [100700/1251000] [80.5/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002953] [CE 5.033 (4.818)] [KD 6.382 (6.162)] 2024-10-12 00:03:48,152 - Train: 8.05% [100750/1251000] [80.5/1000.0] [batch_t 0.120 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002953] [CE 4.906 (4.766)] [KD 6.145 (6.144)] 2024-10-12 00:03:54,171 - Train: 8.06% [100800/1251000] [80.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002953] [CE 4.427 (4.756)] [KD 5.989 (6.091)] 2024-10-12 00:04:00,173 - Train: 8.06% [100850/1251000] [80.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002953] [CE 4.550 (4.810)] [KD 6.030 (6.161)] 2024-10-12 00:04:06,079 - Train: 8.07% [100900/1251000] [80.7/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002953] [CE 4.817 (4.776)] [KD 6.045 (6.160)] 2024-10-12 00:04:11,972 - Train: 8.07% [100950/1251000] [80.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002953] [CE 5.342 (4.802)] [KD 6.400 (6.122)] 2024-10-12 00:04:17,762 - Train: 8.07% [101000/1251000] [80.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002952] [CE 4.660 (4.886)] [KD 6.288 (6.180)] 2024-10-12 00:04:23,697 - Train: 8.08% [101050/1251000] [80.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002952] [CE 4.954 (4.768)] [KD 5.964 (6.157)] 2024-10-12 00:04:29,494 - Train: 8.08% [101100/1251000] [80.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002952] [CE 4.834 (4.805)] [KD 6.082 (6.263)] 2024-10-12 00:04:35,264 - Train: 8.09% [101150/1251000] [80.9/1000.0] [batch_t 0.119 (0.115)] [data_t 0.003] [optim_t 0.116] [lr 0.002952] [CE 4.871 (4.762)] [KD 6.052 (6.142)] 2024-10-12 00:04:41,257 - Train: 8.09% [101200/1251000] [80.9/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002952] [CE 4.312 (4.766)] [KD 6.108 (6.185)] 2024-10-12 00:04:47,211 - Train: 8.09% [101250/1251000] [80.9/1000.0] [batch_t 0.224 (0.119)] [data_t 0.002] [optim_t 0.221] [lr 0.002952] [CE 4.721 (4.784)] [KD 6.361 (6.182)] 2024-10-12 00:04:52,979 - Train: 8.10% [101300/1251000] [81.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002952] [CE 4.914 (4.803)] [KD 6.168 (6.143)] 2024-10-12 00:04:56,598 - ==> Total time: 3:27:09 Eta: 1 day, 15:10:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:05:00,506 - Train: 8.10% [101350/1251000] [81.0/1000.0] [batch_t 0.115 (0.149)] [data_t 0.003] [optim_t 0.113] [lr 0.002952] [CE 4.985 (4.761)] [KD 6.156 (6.089)] 2024-10-12 00:05:06,266 - Train: 8.11% [101400/1251000] [81.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002952] [CE 4.276 (4.746)] [KD 5.539 (6.011)] 2024-10-12 00:05:12,153 - Train: 8.11% [101450/1251000] [81.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002952] [CE 5.081 (4.774)] [KD 6.249 (6.085)] 2024-10-12 00:05:18,324 - Train: 8.11% [101500/1251000] [81.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002952] [CE 4.238 (4.741)] [KD 5.723 (6.019)] 2024-10-12 00:05:24,112 - Train: 8.12% [101550/1251000] [81.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002952] [CE 5.015 (4.852)] [KD 6.199 (6.120)] 2024-10-12 00:05:29,886 - Train: 8.12% [101600/1251000] [81.2/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002952] [CE 4.886 (4.806)] [KD 6.039 (6.133)] 2024-10-12 00:05:35,743 - Train: 8.13% [101650/1251000] [81.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002952] [CE 4.650 (4.777)] [KD 5.982 (6.057)] 2024-10-12 00:05:41,606 - Train: 8.13% [101700/1251000] [81.3/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002952] [CE 5.289 (4.848)] [KD 6.290 (6.069)] 2024-10-12 00:05:47,563 - Train: 8.13% [101750/1251000] [81.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002952] [CE 4.458 (4.770)] [KD 5.872 (6.153)] 2024-10-12 00:05:53,606 - Train: 8.14% [101800/1251000] [81.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002952] [CE 5.127 (4.839)] [KD 6.366 (6.197)] 2024-10-12 00:05:59,480 - Train: 8.14% [101850/1251000] [81.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002952] [CE 4.964 (4.835)] [KD 6.379 (6.197)] 2024-10-12 00:06:05,352 - Train: 8.15% [101900/1251000] [81.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002952] [CE 4.546 (4.813)] [KD 6.585 (6.122)] 2024-10-12 00:06:11,165 - Train: 8.15% [101950/1251000] [81.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002952] [CE 4.577 (4.793)] [KD 5.953 (6.191)] 2024-10-12 00:06:16,832 - Train: 8.15% [102000/1251000] [81.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002952] [CE 5.204 (4.819)] [KD 6.471 (6.223)] 2024-10-12 00:06:22,692 - Train: 8.16% [102050/1251000] [81.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002952] [CE 4.946 (4.868)] [KD 6.322 (6.195)] 2024-10-12 00:06:28,671 - Train: 8.16% [102100/1251000] [81.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002951] [CE 4.790 (4.848)] [KD 6.342 (6.206)] 2024-10-12 00:06:34,389 - Train: 8.17% [102150/1251000] [81.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002951] [CE 4.874 (4.804)] [KD 6.517 (6.255)] 2024-10-12 00:06:40,345 - Train: 8.17% [102200/1251000] [81.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002951] [CE 4.969 (4.811)] [KD 6.114 (6.164)] 2024-10-12 00:06:46,053 - Train: 8.17% [102250/1251000] [81.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 4.981 (4.848)] [KD 6.144 (6.138)] 2024-10-12 00:06:51,867 - Train: 8.18% [102300/1251000] [81.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002951] [CE 4.599 (4.787)] [KD 6.091 (6.236)] 2024-10-12 00:06:57,972 - Train: 8.18% [102350/1251000] [81.8/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002951] [CE 4.704 (4.786)] [KD 6.125 (6.179)] 2024-10-12 00:07:03,704 - Train: 8.19% [102400/1251000] [81.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002951] [CE 4.979 (4.838)] [KD 6.147 (6.144)] 2024-10-12 00:07:09,491 - Train: 8.19% [102450/1251000] [81.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 4.481 (4.774)] [KD 5.882 (6.089)] 2024-10-12 00:07:15,362 - Train: 8.19% [102500/1251000] [81.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 5.352 (4.764)] [KD 6.297 (6.034)] 2024-10-12 00:07:21,310 - Train: 8.20% [102550/1251000] [82.0/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.002951] [CE 4.540 (4.818)] [KD 6.275 (6.177)] 2024-10-12 00:07:25,107 - ==> Total time: 3:29:37 Eta: 1 day, 15:06:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:07:29,055 - Train: 8.20% [102600/1251000] [82.0/1000.0] [batch_t 0.115 (0.144)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 4.694 (4.899)] [KD 5.906 (6.049)] 2024-10-12 00:07:34,928 - Train: 8.21% [102650/1251000] [82.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002951] [CE 4.502 (4.808)] [KD 6.182 (6.149)] 2024-10-12 00:07:40,772 - Train: 8.21% [102700/1251000] [82.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002951] [CE 4.852 (4.791)] [KD 6.110 (6.049)] 2024-10-12 00:07:46,763 - Train: 8.21% [102750/1251000] [82.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 4.449 (4.691)] [KD 5.939 (6.074)] 2024-10-12 00:07:52,640 - Train: 8.22% [102800/1251000] [82.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002951] [CE 5.162 (4.789)] [KD 6.159 (6.046)] 2024-10-12 00:07:58,361 - Train: 8.22% [102850/1251000] [82.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 4.245 (4.814)] [KD 6.024 (6.115)] 2024-10-12 00:08:04,179 - Train: 8.23% [102900/1251000] [82.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002951] [CE 5.042 (4.796)] [KD 6.208 (6.049)] 2024-10-12 00:08:10,187 - Train: 8.23% [102950/1251000] [82.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002951] [CE 4.545 (4.770)] [KD 5.911 (6.117)] 2024-10-12 00:08:15,998 - Train: 8.23% [103000/1251000] [82.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002951] [CE 5.001 (4.823)] [KD 6.042 (6.103)] 2024-10-12 00:08:21,681 - Train: 8.24% [103050/1251000] [82.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002951] [CE 4.722 (4.807)] [KD 6.090 (6.122)] 2024-10-12 00:08:27,503 - Train: 8.24% [103100/1251000] [82.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002951] [CE 5.141 (4.863)] [KD 6.144 (6.242)] 2024-10-12 00:08:33,449 - Train: 8.25% [103150/1251000] [82.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002950] [CE 5.056 (4.809)] [KD 6.370 (6.160)] 2024-10-12 00:08:39,269 - Train: 8.25% [103200/1251000] [82.5/1000.0] [batch_t 0.122 (0.116)] [data_t 0.002] [optim_t 0.120] [lr 0.002950] [CE 4.856 (4.851)] [KD 6.063 (6.177)] 2024-10-12 00:08:45,184 - Train: 8.25% [103250/1251000] [82.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002950] [CE 4.963 (4.839)] [KD 6.395 (6.214)] 2024-10-12 00:08:50,934 - Train: 8.26% [103300/1251000] [82.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002950] [CE 5.128 (4.859)] [KD 6.427 (6.201)] 2024-10-12 00:08:56,856 - Train: 8.26% [103350/1251000] [82.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002950] [CE 4.744 (4.796)] [KD 5.848 (6.001)] 2024-10-12 00:09:02,702 - Train: 8.27% [103400/1251000] [82.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002950] [CE 5.085 (4.866)] [KD 6.219 (6.222)] 2024-10-12 00:09:08,580 - Train: 8.27% [103450/1251000] [82.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002950] [CE 4.677 (4.798)] [KD 6.128 (6.121)] 2024-10-12 00:09:14,472 - Train: 8.27% [103500/1251000] [82.7/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002950] [CE 5.277 (4.822)] [KD 6.079 (6.137)] 2024-10-12 00:09:20,304 - Train: 8.28% [103550/1251000] [82.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002950] [CE 4.943 (4.870)] [KD 6.405 (6.176)] 2024-10-12 00:09:26,267 - Train: 8.28% [103600/1251000] [82.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002950] [CE 5.039 (4.793)] [KD 6.351 (6.190)] 2024-10-12 00:09:32,094 - Train: 8.29% [103650/1251000] [82.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002950] [CE 4.855 (4.805)] [KD 6.053 (6.182)] 2024-10-12 00:09:37,881 - Train: 8.29% [103700/1251000] [82.9/1000.0] [batch_t 0.121 (0.116)] [data_t 0.002] [optim_t 0.119] [lr 0.002950] [CE 4.921 (4.883)] [KD 6.709 (6.144)] 2024-10-12 00:09:43,831 - Train: 8.29% [103750/1251000] [82.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002950] [CE 5.221 (4.836)] [KD 6.297 (6.232)] 2024-10-12 00:09:49,896 - Train: 8.30% [103800/1251000] [83.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002950] [CE 4.998 (4.815)] [KD 6.421 (6.215)] 2024-10-12 00:09:53,761 - ==> Total time: 3:32:06 Eta: 1 day, 15:03:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:09:57,210 - Train: 8.30% [103850/1251000] [83.0/1000.0] [batch_t 0.117 (0.143)] [data_t 0.003] [optim_t 0.115] [lr 0.002950] [CE 5.219 (4.779)] [KD 6.263 (6.167)] 2024-10-12 00:10:03,099 - Train: 8.31% [103900/1251000] [83.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002950] [CE 5.075 (4.809)] [KD 6.295 (6.052)] 2024-10-12 00:10:08,904 - Train: 8.31% [103950/1251000] [83.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002950] [CE 4.942 (4.731)] [KD 6.178 (6.102)] 2024-10-12 00:10:14,814 - Train: 8.31% [104000/1251000] [83.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002950] [CE 4.642 (4.763)] [KD 6.159 (6.143)] 2024-10-12 00:10:20,613 - Train: 8.32% [104050/1251000] [83.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002950] [CE 4.761 (4.721)] [KD 5.786 (6.049)] 2024-10-12 00:10:26,636 - Train: 8.32% [104100/1251000] [83.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002950] [CE 4.903 (4.767)] [KD 6.403 (6.056)] 2024-10-12 00:10:32,474 - Train: 8.33% [104150/1251000] [83.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002949] [CE 4.897 (4.830)] [KD 6.140 (6.085)] 2024-10-12 00:10:38,522 - Train: 8.33% [104200/1251000] [83.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002949] [CE 4.758 (4.789)] [KD 6.171 (6.152)] 2024-10-12 00:10:44,629 - Train: 8.33% [104250/1251000] [83.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002949] [CE 4.742 (4.746)] [KD 5.881 (6.085)] 2024-10-12 00:10:50,413 - Train: 8.34% [104300/1251000] [83.4/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002949] [CE 4.729 (4.823)] [KD 6.300 (6.073)] 2024-10-12 00:10:56,173 - Train: 8.34% [104350/1251000] [83.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002949] [CE 4.957 (4.826)] [KD 6.303 (6.219)] 2024-10-12 00:11:02,075 - Train: 8.35% [104400/1251000] [83.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002949] [CE 5.226 (4.752)] [KD 6.433 (6.188)] 2024-10-12 00:11:08,195 - Train: 8.35% [104450/1251000] [83.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002949] [CE 4.609 (4.791)] [KD 6.464 (6.200)] 2024-10-12 00:11:14,207 - Train: 8.35% [104500/1251000] [83.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002949] [CE 5.155 (4.815)] [KD 6.258 (6.181)] 2024-10-12 00:11:20,179 - Train: 8.36% [104550/1251000] [83.6/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002949] [CE 4.473 (4.775)] [KD 6.213 (6.134)] 2024-10-12 00:11:25,842 - Train: 8.36% [104600/1251000] [83.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.002949] [CE 4.410 (4.848)] [KD 6.044 (6.169)] 2024-10-12 00:11:31,820 - Train: 8.37% [104650/1251000] [83.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.002949] [CE 4.886 (4.765)] [KD 6.172 (6.164)] 2024-10-12 00:11:37,675 - Train: 8.37% [104700/1251000] [83.7/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002949] [CE 5.223 (4.833)] [KD 6.236 (6.165)] 2024-10-12 00:11:43,527 - Train: 8.37% [104750/1251000] [83.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002949] [CE 5.181 (4.803)] [KD 6.579 (6.128)] 2024-10-12 00:11:49,339 - Train: 8.38% [104800/1251000] [83.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002949] [CE 5.114 (4.822)] [KD 5.973 (6.121)] 2024-10-12 00:11:55,305 - Train: 8.38% [104850/1251000] [83.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002949] [CE 4.798 (4.776)] [KD 6.273 (6.020)] 2024-10-12 00:12:01,039 - Train: 8.39% [104900/1251000] [83.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002949] [CE 4.506 (4.838)] [KD 5.971 (6.137)] 2024-10-12 00:12:07,007 - Train: 8.39% [104950/1251000] [83.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002949] [CE 4.877 (4.770)] [KD 6.166 (6.171)] 2024-10-12 00:12:12,754 - Train: 8.39% [105000/1251000] [83.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002949] [CE 4.939 (4.785)] [KD 6.092 (6.068)] 2024-10-12 00:12:18,703 - Train: 8.40% [105050/1251000] [84.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002949] [CE 4.499 (4.780)] [KD 5.979 (6.100)] 2024-10-12 00:12:22,659 - ==> Total time: 3:34:35 Eta: 1 day, 15:00:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:12:26,337 - Train: 8.40% [105100/1251000] [84.0/1000.0] [batch_t 0.114 (0.155)] [data_t 0.002] [optim_t 0.112] [lr 0.002949] [CE 4.845 (4.833)] [KD 5.965 (6.111)] 2024-10-12 00:12:32,049 - Train: 8.41% [105150/1251000] [84.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002949] [CE 5.144 (4.837)] [KD 6.270 (6.103)] 2024-10-12 00:12:37,765 - Train: 8.41% [105200/1251000] [84.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002948] [CE 4.386 (4.811)] [KD 5.993 (5.987)] 2024-10-12 00:12:43,489 - Train: 8.41% [105250/1251000] [84.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002948] [CE 4.958 (4.825)] [KD 6.160 (6.010)] 2024-10-12 00:12:49,491 - Train: 8.42% [105300/1251000] [84.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002948] [CE 4.637 (4.716)] [KD 6.031 (5.965)] 2024-10-12 00:12:55,490 - Train: 8.42% [105350/1251000] [84.2/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002948] [CE 4.877 (4.800)] [KD 6.430 (6.120)] 2024-10-12 00:13:01,341 - Train: 8.43% [105400/1251000] [84.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002948] [CE 4.196 (4.827)] [KD 5.823 (6.109)] 2024-10-12 00:13:07,113 - Train: 8.43% [105450/1251000] [84.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002948] [CE 4.842 (4.803)] [KD 6.166 (6.076)] 2024-10-12 00:13:13,011 - Train: 8.43% [105500/1251000] [84.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002948] [CE 4.769 (4.782)] [KD 6.009 (6.053)] 2024-10-12 00:13:18,984 - Train: 8.44% [105550/1251000] [84.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002948] [CE 4.711 (4.797)] [KD 6.134 (6.122)] 2024-10-12 00:13:24,735 - Train: 8.44% [105600/1251000] [84.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002948] [CE 3.980 (4.754)] [KD 5.814 (6.062)] 2024-10-12 00:13:30,699 - Train: 8.45% [105650/1251000] [84.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002948] [CE 4.807 (4.774)] [KD 6.385 (6.052)] 2024-10-12 00:13:36,579 - Train: 8.45% [105700/1251000] [84.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002948] [CE 5.387 (4.809)] [KD 6.370 (6.098)] 2024-10-12 00:13:42,447 - Train: 8.45% [105750/1251000] [84.5/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002948] [CE 4.612 (4.848)] [KD 6.125 (6.147)] 2024-10-12 00:13:48,320 - Train: 8.46% [105800/1251000] [84.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002948] [CE 4.549 (4.783)] [KD 5.856 (6.030)] 2024-10-12 00:13:54,161 - Train: 8.46% [105850/1251000] [84.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002948] [CE 5.075 (4.755)] [KD 6.407 (6.087)] 2024-10-12 00:13:59,985 - Train: 8.47% [105900/1251000] [84.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002948] [CE 4.757 (4.794)] [KD 6.099 (6.110)] 2024-10-12 00:14:06,380 - Train: 8.47% [105950/1251000] [84.7/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.113] [lr 0.002948] [CE 4.969 (4.756)] [KD 6.130 (6.094)] 2024-10-12 00:14:12,132 - Train: 8.47% [106000/1251000] [84.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002948] [CE 4.664 (4.825)] [KD 6.551 (6.141)] 2024-10-12 00:14:17,884 - Train: 8.48% [106050/1251000] [84.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002948] [CE 5.188 (4.786)] [KD 6.157 (6.123)] 2024-10-12 00:14:23,860 - Train: 8.48% [106100/1251000] [84.8/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002948] [CE 5.016 (4.815)] [KD 6.315 (6.170)] 2024-10-12 00:14:29,995 - Train: 8.49% [106150/1251000] [84.9/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002948] [CE 4.979 (4.765)] [KD 6.238 (6.186)] 2024-10-12 00:14:36,271 - Train: 8.49% [106200/1251000] [84.9/1000.0] [batch_t 0.120 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002948] [CE 4.880 (4.852)] [KD 6.440 (6.263)] 2024-10-12 00:14:42,395 - Train: 8.49% [106250/1251000] [84.9/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002947] [CE 4.746 (4.838)] [KD 6.128 (6.224)] 2024-10-12 00:14:48,333 - Train: 8.50% [106300/1251000] [85.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002947] [CE 4.950 (4.731)] [KD 6.220 (6.062)] 2024-10-12 00:14:57,361 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 30871] [top5_cnt 42228] [top_all 50000] 2024-10-12 00:14:57,361 - net: 61.742 (84.456) 2024-10-12 00:15:02,370 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 34653] [top5_cnt 44459] [top_all 50000] 2024-10-12 00:15:02,370 - net_E: 69.306 (88.918) 2024-10-12 00:15:02,500 - Max [top1: 61.742 (epoch: 85)] [top1-ema: 69.306 (epoch: 85)] 2024-10-12 00:15:02,500 - ==> Total time: 3:37:15 Eta: 1 day, 14:58:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:15:11,102 - Train: 8.50% [106350/1251000] [85.0/1000.0] [batch_t 0.269 (0.153)] [data_t 0.002] [optim_t 0.267] [lr 0.002947] [CE 5.045 (4.776)] [KD 5.867 (5.942)] 2024-10-12 00:15:16,872 - Train: 8.51% [106400/1251000] [85.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002947] [CE 4.962 (4.778)] [KD 6.049 (6.003)] 2024-10-12 00:15:22,775 - Train: 8.51% [106450/1251000] [85.1/1000.0] [batch_t 0.124 (0.118)] [data_t 0.003] [optim_t 0.121] [lr 0.002947] [CE 4.859 (4.725)] [KD 6.027 (6.099)] 2024-10-12 00:15:28,741 - Train: 8.51% [106500/1251000] [85.1/1000.0] [batch_t 0.125 (0.119)] [data_t 0.002] [optim_t 0.123] [lr 0.002947] [CE 4.823 (4.810)] [KD 6.110 (6.148)] 2024-10-12 00:15:34,828 - Train: 8.52% [106550/1251000] [85.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002947] [CE 4.199 (4.743)] [KD 6.118 (6.132)] 2024-10-12 00:15:40,747 - Train: 8.52% [106600/1251000] [85.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002947] [CE 4.959 (4.724)] [KD 6.316 (6.066)] 2024-10-12 00:15:46,950 - Train: 8.53% [106650/1251000] [85.3/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002947] [CE 4.942 (4.900)] [KD 6.181 (6.192)] 2024-10-12 00:15:52,754 - Train: 8.53% [106700/1251000] [85.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002947] [CE 5.082 (4.807)] [KD 6.223 (6.153)] 2024-10-12 00:15:58,803 - Train: 8.53% [106750/1251000] [85.3/1000.0] [batch_t 0.129 (0.121)] [data_t 0.003] [optim_t 0.126] [lr 0.002947] [CE 4.246 (4.773)] [KD 5.855 (6.184)] 2024-10-12 00:16:04,787 - Train: 8.54% [106800/1251000] [85.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002947] [CE 4.583 (4.791)] [KD 5.966 (6.135)] 2024-10-12 00:16:10,726 - Train: 8.54% [106850/1251000] [85.4/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002947] [CE 5.281 (4.708)] [KD 6.294 (6.010)] 2024-10-12 00:16:16,536 - Train: 8.55% [106900/1251000] [85.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002947] [CE 4.661 (4.823)] [KD 5.716 (6.127)] 2024-10-12 00:16:22,687 - Train: 8.55% [106950/1251000] [85.5/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002947] [CE 4.902 (4.824)] [KD 6.212 (6.193)] 2024-10-12 00:16:28,524 - Train: 8.55% [107000/1251000] [85.5/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002947] [CE 4.313 (4.772)] [KD 5.852 (6.227)] 2024-10-12 00:16:34,728 - Train: 8.56% [107050/1251000] [85.6/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002947] [CE 4.377 (4.811)] [KD 5.692 (6.121)] 2024-10-12 00:16:40,645 - Train: 8.56% [107100/1251000] [85.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002947] [CE 4.798 (4.851)] [KD 6.187 (6.140)] 2024-10-12 00:16:46,519 - Train: 8.57% [107150/1251000] [85.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002947] [CE 4.810 (4.787)] [KD 6.120 (6.181)] 2024-10-12 00:16:52,568 - Train: 8.57% [107200/1251000] [85.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002947] [CE 4.864 (4.790)] [KD 6.064 (6.125)] 2024-10-12 00:16:58,513 - Train: 8.57% [107250/1251000] [85.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002946] [CE 4.576 (4.845)] [KD 5.779 (6.087)] 2024-10-12 00:17:04,424 - Train: 8.58% [107300/1251000] [85.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002946] [CE 4.370 (4.761)] [KD 5.783 (6.051)] 2024-10-12 00:17:10,328 - Train: 8.58% [107350/1251000] [85.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002946] [CE 4.983 (4.759)] [KD 6.381 (6.156)] 2024-10-12 00:17:16,267 - Train: 8.59% [107400/1251000] [85.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002946] [CE 4.833 (4.879)] [KD 6.068 (6.159)] 2024-10-12 00:17:22,110 - Train: 8.59% [107450/1251000] [85.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002946] [CE 4.922 (4.825)] [KD 6.215 (6.088)] 2024-10-12 00:17:28,243 - Train: 8.59% [107500/1251000] [85.9/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002946] [CE 4.558 (4.796)] [KD 6.144 (6.108)] 2024-10-12 00:17:34,057 - Train: 8.60% [107550/1251000] [86.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002946] [CE 4.313 (4.746)] [KD 5.728 (6.133)] 2024-10-12 00:17:38,294 - ==> Total time: 3:39:50 Eta: 1 day, 14:56:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:17:41,734 - Train: 8.60% [107600/1251000] [86.0/1000.0] [batch_t 0.118 (0.149)] [data_t 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(0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002945] [CE 4.786 (4.777)] [KD 6.041 (6.113)] 2024-10-12 00:19:27,932 - Train: 8.67% [108500/1251000] [86.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002945] [CE 4.884 (4.786)] [KD 6.030 (6.145)] 2024-10-12 00:19:33,816 - Train: 8.68% [108550/1251000] [86.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002945] [CE 4.705 (4.862)] [KD 5.985 (6.147)] 2024-10-12 00:19:39,638 - Train: 8.68% [108600/1251000] [86.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002945] [CE 5.437 (4.813)] [KD 6.241 (6.159)] 2024-10-12 00:19:45,478 - Train: 8.69% [108650/1251000] [86.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002945] [CE 4.782 (4.823)] [KD 5.872 (6.104)] 2024-10-12 00:19:51,308 - Train: 8.69% [108700/1251000] [86.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002945] [CE 5.097 (4.857)] [KD 6.137 (6.251)] 2024-10-12 00:19:57,511 - Train: 8.69% [108750/1251000] [86.9/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002945] [CE 4.651 (4.740)] [KD 5.967 (6.128)] 2024-10-12 00:20:03,492 - Train: 8.70% [108800/1251000] [87.0/1000.0] [batch_t 0.232 (0.120)] [data_t 0.002] [optim_t 0.230] [lr 0.002945] [CE 4.522 (4.823)] [KD 6.066 (6.195)] 2024-10-12 00:20:07,742 - ==> Total time: 3:42:20 Eta: 1 day, 14:53:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:20:10,730 - Train: 8.70% [108850/1251000] [87.0/1000.0] [batch_t 0.115 (0.154)] [data_t 0.002] [optim_t 0.113] [lr 0.002945] [CE 4.845 (4.896)] [KD 6.270 (5.934)] 2024-10-12 00:20:16,743 - Train: 8.71% [108900/1251000] [87.1/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002945] [CE 5.142 (4.777)] [KD 6.271 (6.053)] 2024-10-12 00:20:22,610 - Train: 8.71% [108950/1251000] [87.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002945] [CE 4.749 (4.864)] [KD 6.215 (6.118)] 2024-10-12 00:20:28,516 - Train: 8.71% [109000/1251000] [87.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002945] [CE 4.571 (4.821)] [KD 6.370 (6.162)] 2024-10-12 00:20:34,459 - Train: 8.72% [109050/1251000] [87.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002945] [CE 4.449 (4.825)] [KD 5.798 (6.238)] 2024-10-12 00:20:40,523 - Train: 8.72% [109100/1251000] [87.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002945] [CE 4.493 (4.758)] [KD 5.676 (6.042)] 2024-10-12 00:20:46,622 - Train: 8.73% [109150/1251000] [87.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002945] [CE 4.597 (4.825)] [KD 5.698 (6.102)] 2024-10-12 00:20:52,572 - Train: 8.73% [109200/1251000] [87.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002945] [CE 4.327 (4.797)] [KD 5.806 (6.064)] 2024-10-12 00:20:58,328 - Train: 8.73% [109250/1251000] [87.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002944] [CE 4.755 (4.841)] [KD 5.981 (6.062)] 2024-10-12 00:21:04,229 - Train: 8.74% [109300/1251000] [87.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002944] [CE 5.027 (4.793)] [KD 5.983 (5.967)] 2024-10-12 00:21:10,110 - Train: 8.74% [109350/1251000] [87.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002944] [CE 5.130 (4.732)] [KD 6.138 (6.055)] 2024-10-12 00:21:16,014 - Train: 8.75% [109400/1251000] [87.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002944] [CE 4.470 (4.740)] [KD 6.148 (6.074)] 2024-10-12 00:21:22,074 - Train: 8.75% [109450/1251000] [87.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002944] [CE 5.190 (4.778)] [KD 6.611 (6.097)] 2024-10-12 00:21:27,818 - Train: 8.75% [109500/1251000] [87.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002944] [CE 4.802 (4.796)] [KD 6.058 (6.085)] 2024-10-12 00:21:33,964 - Train: 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(4.773)] [KD 5.695 (6.057)] 2024-10-12 00:22:09,172 - Train: 8.78% [109850/1251000] [87.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002944] [CE 4.659 (4.847)] [KD 6.082 (6.157)] 2024-10-12 00:22:15,046 - Train: 8.78% [109900/1251000] [87.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002944] [CE 5.101 (4.762)] [KD 6.230 (6.143)] 2024-10-12 00:22:20,938 - Train: 8.79% [109950/1251000] [87.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002944] [CE 5.056 (4.828)] [KD 6.068 (6.132)] 2024-10-12 00:22:27,027 - Train: 8.79% [110000/1251000] [87.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002944] [CE 5.060 (4.750)] [KD 6.181 (6.123)] 2024-10-12 00:22:33,110 - Train: 8.80% [110050/1251000] [88.0/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002944] [CE 4.728 (4.805)] [KD 6.172 (6.113)] 2024-10-12 00:22:37,525 - ==> Total time: 3:44:50 Eta: 1 day, 14:50:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:22:40,275 - Train: 8.80% [110100/1251000] [88.0/1000.0] [batch_t 0.121 (0.146)] [data_t 0.003] [optim_t 0.119] [lr 0.002944] [CE 4.834 (4.781)] [KD 6.217 (5.982)] 2024-10-12 00:22:46,299 - Train: 8.80% [110150/1251000] [88.0/1000.0] [batch_t 0.124 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002944] [CE 4.327 (4.748)] [KD 5.794 (6.057)] 2024-10-12 00:22:52,238 - Train: 8.81% [110200/1251000] [88.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002943] [CE 4.805 (4.805)] [KD 5.911 (6.053)] 2024-10-12 00:22:58,348 - Train: 8.81% [110250/1251000] [88.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002943] [CE 4.705 (4.779)] [KD 5.760 (6.098)] 2024-10-12 00:23:04,196 - Train: 8.82% [110300/1251000] [88.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002943] [CE 4.590 (4.750)] [KD 6.332 (6.119)] 2024-10-12 00:23:10,079 - Train: 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(4.782)] [KD 5.985 (6.172)] 2024-10-12 00:23:46,000 - Train: 8.84% [110650/1251000] [88.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002943] [CE 4.877 (4.794)] [KD 6.070 (6.086)] 2024-10-12 00:23:51,892 - Train: 8.85% [110700/1251000] [88.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002943] [CE 4.544 (4.775)] [KD 6.082 (6.138)] 2024-10-12 00:23:57,743 - Train: 8.85% [110750/1251000] [88.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002943] [CE 5.158 (4.791)] [KD 6.071 (6.142)] 2024-10-12 00:24:03,751 - Train: 8.86% [110800/1251000] [88.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002943] [CE 4.588 (4.844)] [KD 5.889 (6.173)] 2024-10-12 00:24:10,041 - Train: 8.86% [110850/1251000] [88.6/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.002943] [CE 5.293 (4.850)] [KD 6.336 (6.116)] 2024-10-12 00:24:15,898 - Train: 8.86% [110900/1251000] [88.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002943] [CE 5.049 (4.811)] [KD 5.892 (6.136)] 2024-10-12 00:24:21,801 - Train: 8.87% [110950/1251000] [88.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002943] [CE 5.307 (4.764)] [KD 5.806 (6.047)] 2024-10-12 00:24:27,678 - Train: 8.87% [111000/1251000] [88.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002943] [CE 4.488 (4.783)] [KD 5.872 (6.177)] 2024-10-12 00:24:33,473 - Train: 8.88% [111050/1251000] [88.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002943] [CE 4.633 (4.784)] [KD 5.900 (6.153)] 2024-10-12 00:24:39,574 - Train: 8.88% [111100/1251000] [88.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002943] [CE 4.604 (4.848)] [KD 5.675 (6.113)] 2024-10-12 00:24:45,356 - Train: 8.88% [111150/1251000] [88.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002943] [CE 4.715 (4.760)] [KD 6.070 (6.111)] 2024-10-12 00:24:51,140 - Train: 8.89% [111200/1251000] [88.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002942] [CE 4.763 (4.751)] [KD 6.212 (6.134)] 2024-10-12 00:24:57,307 - Train: 8.89% [111250/1251000] [88.9/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002942] [CE 5.454 (4.847)] [KD 6.452 (6.131)] 2024-10-12 00:25:03,389 - Train: 8.90% [111300/1251000] [89.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002942] [CE 4.910 (4.832)] [KD 6.183 (6.162)] 2024-10-12 00:25:07,889 - ==> Total time: 3:47:20 Eta: 1 day, 14:47:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:25:10,767 - Train: 8.90% [111350/1251000] [89.0/1000.0] [batch_t 0.112 (0.154)] [data_t 0.002] [optim_t 0.110] [lr 0.002942] [CE 4.707 (4.738)] [KD 5.774 (5.934)] 2024-10-12 00:25:16,649 - Train: 8.90% [111400/1251000] [89.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002942] [CE 5.018 (4.855)] [KD 6.185 (6.159)] 2024-10-12 00:25:22,630 - Train: 8.91% [111450/1251000] [89.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002942] [CE 4.560 (4.728)] [KD 5.974 (5.985)] 2024-10-12 00:25:28,374 - Train: 8.91% [111500/1251000] [89.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002942] [CE 5.054 (4.797)] [KD 6.140 (6.153)] 2024-10-12 00:25:34,318 - Train: 8.92% [111550/1251000] [89.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002942] [CE 4.542 (4.770)] [KD 5.687 (6.053)] 2024-10-12 00:25:40,244 - Train: 8.92% [111600/1251000] [89.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002942] [CE 5.187 (4.802)] [KD 5.931 (6.060)] 2024-10-12 00:25:46,346 - Train: 8.92% [111650/1251000] [89.2/1000.0] [batch_t 0.123 (0.122)] [data_t 0.002] [optim_t 0.121] [lr 0.002942] [CE 4.849 (4.815)] [KD 6.129 (6.066)] 2024-10-12 00:25:52,414 - Train: 8.93% [111700/1251000] [89.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002942] [CE 4.696 (4.784)] [KD 6.127 (6.020)] 2024-10-12 00:25:58,227 - Train: 8.93% [111750/1251000] [89.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002942] [CE 5.050 (4.831)] [KD 5.988 (5.997)] 2024-10-12 00:26:04,273 - Train: 8.94% [111800/1251000] [89.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002942] [CE 5.048 (4.785)] [KD 6.083 (6.047)] 2024-10-12 00:26:10,163 - Train: 8.94% [111850/1251000] [89.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002942] [CE 4.254 (4.758)] [KD 5.820 (6.030)] 2024-10-12 00:26:16,100 - Train: 8.94% [111900/1251000] [89.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002942] [CE 4.632 (4.751)] [KD 6.071 (6.032)] 2024-10-12 00:26:21,948 - Train: 8.95% [111950/1251000] [89.5/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002942] [CE 4.933 (4.788)] [KD 6.172 (6.122)] 2024-10-12 00:26:27,770 - Train: 8.95% [112000/1251000] [89.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002942] [CE 4.847 (4.716)] [KD 6.088 (6.086)] 2024-10-12 00:26:33,729 - Train: 8.96% [112050/1251000] [89.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002942] [CE 4.286 (4.772)] [KD 5.817 (6.063)] 2024-10-12 00:26:39,927 - Train: 8.96% [112100/1251000] [89.6/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002942] [CE 5.100 (4.769)] [KD 6.346 (6.085)] 2024-10-12 00:26:45,984 - Train: 8.96% [112150/1251000] [89.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002941] [CE 4.644 (4.743)] [KD 6.144 (6.091)] 2024-10-12 00:26:51,952 - Train: 8.97% [112200/1251000] [89.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002941] [CE 4.276 (4.760)] [KD 6.003 (6.067)] 2024-10-12 00:26:57,912 - Train: 8.97% [112250/1251000] [89.7/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.002941] [CE 5.133 (4.802)] [KD 6.459 (6.144)] 2024-10-12 00:27:03,721 - Train: 8.98% [112300/1251000] [89.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002941] [CE 5.244 (4.798)] [KD 6.257 (6.014)] 2024-10-12 00:27:09,529 - Train: 8.98% [112350/1251000] [89.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002941] [CE 4.710 (4.798)] [KD 6.477 (6.188)] 2024-10-12 00:27:15,383 - Train: 8.98% [112400/1251000] [89.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002941] [CE 4.735 (4.859)] [KD 6.252 (6.205)] 2024-10-12 00:27:21,162 - Train: 8.99% [112450/1251000] [89.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002941] [CE 4.896 (4.778)] [KD 6.083 (6.086)] 2024-10-12 00:27:27,242 - Train: 8.99% [112500/1251000] [89.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002941] [CE 4.505 (4.818)] [KD 6.062 (6.049)] 2024-10-12 00:27:33,247 - Train: 9.00% [112550/1251000] [90.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002941] [CE 4.806 (4.737)] [KD 6.305 (5.975)] 2024-10-12 00:27:42,749 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 31030] [top5_cnt 42240] [top_all 50000] 2024-10-12 00:27:42,749 - net: 62.060 (84.480) 2024-10-12 00:27:47,762 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.094)] [top1_cnt 34770] [top5_cnt 44563] [top_all 50000] 2024-10-12 00:27:47,762 - net_E: 69.540 (89.126) 2024-10-12 00:27:47,892 - Max [top1: 62.060 (epoch: 90)] [top1-ema: 69.540 (epoch: 90)] 2024-10-12 00:27:47,893 - ==> Total time: 3:50:00 Eta: 1 day, 14:45:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:27:54,304 - Train: 9.00% [112600/1251000] [90.0/1000.0] [batch_t 0.112 (0.152)] [data_t 0.002] [optim_t 0.109] [lr 0.002941] [CE 4.441 (4.776)] [KD 6.154 (5.986)] 2024-10-12 00:28:00,331 - Train: 9.00% [112650/1251000] [90.0/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002941] [CE 4.703 (4.794)] [KD 5.889 (5.959)] 2024-10-12 00:28:06,248 - Train: 9.01% [112700/1251000] [90.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002941] [CE 4.864 (4.743)] [KD 5.688 (5.908)] 2024-10-12 00:28:11,982 - Train: 9.01% [112750/1251000] [90.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002941] [CE 5.129 (4.778)] [KD 6.368 (6.142)] 2024-10-12 00:28:17,884 - Train: 9.02% [112800/1251000] [90.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002941] [CE 5.117 (4.827)] [KD 6.065 (6.175)] 2024-10-12 00:28:24,052 - Train: 9.02% [112850/1251000] [90.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002941] [CE 4.672 (4.743)] [KD 6.081 (6.092)] 2024-10-12 00:28:29,908 - Train: 9.02% [112900/1251000] [90.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002941] [CE 4.836 (4.851)] [KD 6.568 (6.137)] 2024-10-12 00:28:35,971 - Train: 9.03% [112950/1251000] [90.3/1000.0] [batch_t 0.226 (0.121)] [data_t 0.003] [optim_t 0.223] [lr 0.002941] [CE 4.617 (4.758)] [KD 6.226 (6.093)] 2024-10-12 00:28:41,853 - Train: 9.03% [113000/1251000] [90.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002941] [CE 4.810 (4.744)] [KD 6.208 (6.130)] 2024-10-12 00:28:47,977 - Train: 9.04% [113050/1251000] [90.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002941] [CE 4.712 (4.847)] [KD 6.161 (5.965)] 2024-10-12 00:28:53,940 - Train: 9.04% [113100/1251000] [90.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002941] [CE 4.935 (4.825)] [KD 6.274 (6.063)] 2024-10-12 00:28:59,673 - Train: 9.04% [113150/1251000] [90.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002940] [CE 5.074 (4.845)] [KD 6.267 (6.137)] 2024-10-12 00:29:05,404 - Train: 9.05% [113200/1251000] [90.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002940] [CE 4.542 (4.826)] [KD 5.948 (6.083)] 2024-10-12 00:29:11,310 - Train: 9.05% [113250/1251000] [90.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002940] [CE 4.431 (4.752)] [KD 6.059 (6.120)] 2024-10-12 00:29:17,033 - Train: 9.06% [113300/1251000] [90.6/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002940] [CE 4.863 (4.805)] [KD 6.154 (6.026)] 2024-10-12 00:29:22,922 - Train: 9.06% [113350/1251000] [90.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002940] [CE 4.596 (4.759)] [KD 6.186 (6.147)] 2024-10-12 00:29:29,077 - Train: 9.06% [113400/1251000] [90.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002940] [CE 5.028 (4.753)] [KD 6.029 (6.071)] 2024-10-12 00:29:35,039 - Train: 9.07% [113450/1251000] [90.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002940] [CE 4.669 (4.735)] [KD 5.918 (6.051)] 2024-10-12 00:29:41,053 - Train: 9.07% [113500/1251000] [90.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002940] [CE 4.757 (4.813)] [KD 6.097 (6.023)] 2024-10-12 00:29:46,801 - Train: 9.08% [113550/1251000] [90.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002940] [CE 4.755 (4.816)] [KD 5.862 (6.140)] 2024-10-12 00:29:52,570 - Train: 9.08% [113600/1251000] [90.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002940] [CE 4.891 (4.785)] [KD 6.217 (6.148)] 2024-10-12 00:29:58,591 - Train: 9.08% [113650/1251000] [90.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002940] [CE 5.119 (4.815)] [KD 6.344 (6.131)] 2024-10-12 00:30:04,614 - Train: 9.09% [113700/1251000] [90.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002940] [CE 4.805 (4.799)] [KD 6.095 (6.126)] 2024-10-12 00:30:10,369 - Train: 9.09% [113750/1251000] [90.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002940] [CE 4.513 (4.775)] [KD 6.405 (6.043)] 2024-10-12 00:30:16,219 - Train: 9.10% [113800/1251000] [91.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002940] [CE 4.676 (4.874)] [KD 6.049 (6.159)] 2024-10-12 00:30:21,017 - ==> Total time: 3:52:33 Eta: 1 day, 14:43:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:30:23,793 - Train: 9.10% [113850/1251000] [91.0/1000.0] [batch_t 0.115 (0.169)] [data_t 0.002] [optim_t 0.113] [lr 0.002940] [CE 4.912 (4.837)] [KD 6.493 (6.339)] 2024-10-12 00:30:29,821 - Train: 9.10% [113900/1251000] [91.0/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002940] [CE 4.221 (4.787)] [KD 5.763 (5.984)] 2024-10-12 00:30:35,636 - Train: 9.11% [113950/1251000] [91.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002940] [CE 4.807 (4.844)] [KD 5.852 (5.912)] 2024-10-12 00:30:41,767 - Train: 9.11% [114000/1251000] [91.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002940] [CE 4.205 (4.789)] [KD 5.931 (6.160)] 2024-10-12 00:30:47,576 - Train: 9.12% [114050/1251000] [91.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002940] [CE 4.655 (4.766)] [KD 6.181 (6.081)] 2024-10-12 00:30:53,344 - Train: 9.12% [114100/1251000] [91.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002939] [CE 4.811 (4.820)] [KD 6.235 (6.067)] 2024-10-12 00:30:59,169 - Train: 9.12% [114150/1251000] [91.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002939] [CE 5.196 (4.830)] [KD 6.454 (6.061)] 2024-10-12 00:31:05,028 - Train: 9.13% [114200/1251000] [91.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002939] [CE 4.606 (4.827)] [KD 6.068 (6.129)] 2024-10-12 00:31:10,835 - Train: 9.13% [114250/1251000] [91.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002939] [CE 4.718 (4.816)] [KD 5.805 (6.004)] 2024-10-12 00:31:16,943 - Train: 9.14% [114300/1251000] [91.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002939] [CE 4.792 (4.737)] [KD 6.045 (6.062)] 2024-10-12 00:31:22,789 - Train: 9.14% [114350/1251000] [91.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002939] [CE 5.063 (4.818)] [KD 6.366 (6.117)] 2024-10-12 00:31:28,518 - Train: 9.14% [114400/1251000] [91.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002939] [CE 5.092 (4.692)] [KD 5.984 (6.136)] 2024-10-12 00:31:34,583 - Train: 9.15% [114450/1251000] [91.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002939] [CE 4.453 (4.851)] [KD 6.163 (6.250)] 2024-10-12 00:31:40,423 - Train: 9.15% [114500/1251000] [91.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002939] [CE 4.430 (4.824)] [KD 5.812 (6.252)] 2024-10-12 00:31:46,312 - Train: 9.16% [114550/1251000] [91.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002939] [CE 5.144 (4.784)] [KD 6.049 (6.051)] 2024-10-12 00:31:52,192 - Train: 9.16% [114600/1251000] [91.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002939] [CE 5.144 (4.759)] [KD 6.552 (6.081)] 2024-10-12 00:31:58,026 - Train: 9.16% [114650/1251000] [91.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002939] [CE 4.915 (4.782)] [KD 5.842 (6.068)] 2024-10-12 00:32:03,869 - Train: 9.17% [114700/1251000] [91.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002939] [CE 5.057 (4.798)] [KD 6.045 (6.029)] 2024-10-12 00:32:09,842 - Train: 9.17% [114750/1251000] [91.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002939] [CE 4.610 (4.802)] [KD 5.899 (6.035)] 2024-10-12 00:32:15,708 - Train: 9.18% [114800/1251000] [91.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002939] [CE 4.860 (4.772)] [KD 6.284 (6.123)] 2024-10-12 00:32:21,772 - Train: 9.18% [114850/1251000] [91.8/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002939] [CE 4.848 (4.705)] [KD 6.300 (6.117)] 2024-10-12 00:32:27,593 - Train: 9.18% [114900/1251000] [91.8/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002939] [CE 4.100 (4.755)] [KD 6.041 (6.088)] 2024-10-12 00:32:33,426 - Train: 9.19% [114950/1251000] [91.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002939] [CE 4.252 (4.753)] [KD 6.080 (6.104)] 2024-10-12 00:32:39,338 - Train: 9.19% [115000/1251000] [91.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002939] [CE 4.856 (4.816)] [KD 5.987 (6.135)] 2024-10-12 00:32:45,172 - Train: 9.20% [115050/1251000] [92.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002938] [CE 4.823 (4.813)] [KD 6.337 (6.096)] 2024-10-12 00:32:50,048 - ==> Total time: 3:55:02 Eta: 1 day, 14:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:32:52,678 - Train: 9.20% [115100/1251000] [92.0/1000.0] [batch_t 0.113 (0.193)] [data_t 0.002] [optim_t 0.111] [lr 0.002938] [CE 4.994 (4.791)] [KD 6.115 (6.062)] 2024-10-12 00:32:58,820 - Train: 9.20% [115150/1251000] [92.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002938] [CE 4.574 (4.772)] [KD 6.224 (5.999)] 2024-10-12 00:33:04,639 - Train: 9.21% [115200/1251000] [92.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002938] [CE 4.935 (4.772)] [KD 5.993 (6.090)] 2024-10-12 00:33:10,587 - Train: 9.21% [115250/1251000] [92.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002938] [CE 4.449 (4.750)] [KD 6.039 (6.074)] 2024-10-12 00:33:16,478 - Train: 9.22% [115300/1251000] [92.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002938] [CE 5.156 (4.738)] [KD 6.054 (6.096)] 2024-10-12 00:33:22,240 - Train: 9.22% [115350/1251000] [92.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002938] [CE 4.920 (4.789)] [KD 6.488 (6.139)] 2024-10-12 00:33:28,238 - Train: 9.22% [115400/1251000] [92.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002938] [CE 4.557 (4.758)] [KD 5.641 (6.110)] 2024-10-12 00:33:34,235 - Train: 9.23% [115450/1251000] [92.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002938] [CE 4.887 (4.757)] [KD 6.288 (6.132)] 2024-10-12 00:33:40,283 - Train: 9.23% [115500/1251000] [92.3/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002938] [CE 5.175 (4.789)] [KD 6.391 (6.099)] 2024-10-12 00:33:46,044 - Train: 9.24% [115550/1251000] [92.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002938] [CE 4.759 (4.781)] [KD 5.908 (6.048)] 2024-10-12 00:33:52,060 - Train: 9.24% [115600/1251000] [92.4/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002938] [CE 4.913 (4.801)] [KD 6.095 (6.052)] 2024-10-12 00:33:57,859 - Train: 9.24% [115650/1251000] [92.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002938] [CE 5.176 (4.897)] [KD 6.330 (6.139)] 2024-10-12 00:34:03,992 - Train: 9.25% [115700/1251000] [92.5/1000.0] [batch_t 0.126 (0.123)] [data_t 0.003] [optim_t 0.124] [lr 0.002938] [CE 5.015 (4.770)] [KD 6.263 (6.080)] 2024-10-12 00:34:09,766 - Train: 9.25% [115750/1251000] [92.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002938] [CE 4.891 (4.795)] [KD 6.304 (6.148)] 2024-10-12 00:34:15,493 - Train: 9.26% [115800/1251000] [92.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002938] [CE 4.473 (4.746)] [KD 6.019 (6.123)] 2024-10-12 00:34:21,340 - Train: 9.26% [115850/1251000] [92.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002938] [CE 5.073 (4.812)] [KD 6.070 (6.072)] 2024-10-12 00:34:27,315 - Train: 9.26% [115900/1251000] [92.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002938] [CE 4.955 (4.842)] [KD 6.197 (6.130)] 2024-10-12 00:34:33,291 - Train: 9.27% [115950/1251000] [92.7/1000.0] [batch_t 0.243 (0.119)] [data_t 0.002] [optim_t 0.241] [lr 0.002937] [CE 5.037 (4.731)] [KD 6.115 (5.995)] 2024-10-12 00:34:39,295 - Train: 9.27% [116000/1251000] [92.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002937] [CE 4.884 (4.780)] [KD 6.096 (6.015)] 2024-10-12 00:34:45,064 - Train: 9.28% [116050/1251000] [92.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002937] [CE 4.521 (4.858)] [KD 5.885 (6.008)] 2024-10-12 00:34:51,056 - Train: 9.28% [116100/1251000] [92.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002937] [CE 4.715 (4.746)] [KD 5.936 (6.009)] 2024-10-12 00:34:56,911 - Train: 9.28% [116150/1251000] [92.8/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002937] [CE 5.050 (4.749)] [KD 6.068 (6.026)] 2024-10-12 00:35:02,780 - Train: 9.29% [116200/1251000] [92.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002937] [CE 5.117 (4.768)] [KD 6.164 (6.053)] 2024-10-12 00:35:08,701 - Train: 9.29% [116250/1251000] [92.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002937] [CE 4.987 (4.756)] [KD 6.262 (5.996)] 2024-10-12 00:35:14,663 - Train: 9.30% [116300/1251000] [93.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002937] [CE 4.385 (4.854)] [KD 5.659 (6.113)] 2024-10-12 00:35:19,674 - ==> Total time: 3:57:32 Eta: 1 day, 14:36:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:35:21,988 - Train: 9.30% [116350/1251000] [93.0/1000.0] [batch_t 0.113 (0.187)] [data_t 0.003] [optim_t 0.110] [lr 0.002937] [CE 5.023 (4.832)] [KD 6.077 (6.152)] 2024-10-12 00:35:27,788 - Train: 9.30% [116400/1251000] [93.0/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002937] [CE 4.701 (4.790)] [KD 6.185 (6.063)] 2024-10-12 00:35:33,714 - Train: 9.31% [116450/1251000] [93.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002937] [CE 5.088 (4.799)] [KD 6.277 (6.041)] 2024-10-12 00:35:39,645 - Train: 9.31% [116500/1251000] [93.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002937] [CE 4.781 (4.820)] [KD 6.065 (6.090)] 2024-10-12 00:35:45,524 - Train: 9.32% [116550/1251000] [93.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002937] [CE 4.839 (4.759)] [KD 5.941 (6.028)] 2024-10-12 00:35:51,461 - Train: 9.32% [116600/1251000] [93.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002937] [CE 4.789 (4.763)] [KD 6.355 (5.936)] 2024-10-12 00:35:57,485 - Train: 9.32% [116650/1251000] [93.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002937] [CE 4.577 (4.785)] [KD 6.001 (6.091)] 2024-10-12 00:36:03,416 - Train: 9.33% [116700/1251000] [93.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002937] [CE 4.917 (4.878)] [KD 6.333 (6.082)] 2024-10-12 00:36:09,264 - Train: 9.33% [116750/1251000] [93.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002937] [CE 4.971 (4.775)] [KD 6.147 (6.057)] 2024-10-12 00:36:15,257 - Train: 9.34% [116800/1251000] [93.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002937] [CE 4.841 (4.874)] [KD 6.185 (6.145)] 2024-10-12 00:36:21,145 - Train: 9.34% [116850/1251000] [93.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002937] [CE 4.425 (4.798)] [KD 5.986 (6.114)] 2024-10-12 00:36:26,982 - Train: 9.34% [116900/1251000] [93.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002936] [CE 5.169 (4.784)] [KD 6.481 (6.096)] 2024-10-12 00:36:32,835 - Train: 9.35% [116950/1251000] [93.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002936] [CE 4.664 (4.834)] [KD 6.163 (6.144)] 2024-10-12 00:36:38,573 - Train: 9.35% [117000/1251000] [93.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002936] [CE 4.882 (4.774)] [KD 6.154 (6.037)] 2024-10-12 00:36:44,512 - Train: 9.36% [117050/1251000] [93.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002936] [CE 4.823 (4.741)] [KD 5.967 (6.042)] 2024-10-12 00:36:50,530 - Train: 9.36% [117100/1251000] [93.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002936] [CE 4.464 (4.788)] [KD 6.118 (6.033)] 2024-10-12 00:36:56,382 - Train: 9.36% [117150/1251000] [93.6/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002936] [CE 4.919 (4.810)] [KD 5.991 (6.028)] 2024-10-12 00:37:02,298 - Train: 9.37% [117200/1251000] [93.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002936] [CE 5.112 (4.795)] [KD 6.370 (6.004)] 2024-10-12 00:37:08,058 - Train: 9.37% [117250/1251000] [93.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002936] [CE 4.688 (4.751)] [KD 5.885 (5.984)] 2024-10-12 00:37:13,940 - Train: 9.38% [117300/1251000] [93.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002936] [CE 4.844 (4.816)] [KD 5.850 (6.069)] 2024-10-12 00:37:19,832 - Train: 9.38% [117350/1251000] [93.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002936] [CE 4.532 (4.768)] [KD 5.824 (6.043)] 2024-10-12 00:37:25,657 - Train: 9.38% [117400/1251000] [93.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002936] [CE 5.317 (4.837)] [KD 6.119 (6.067)] 2024-10-12 00:37:31,615 - Train: 9.39% [117450/1251000] [93.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.002936] [CE 5.111 (4.830)] [KD 6.340 (6.251)] 2024-10-12 00:37:37,548 - Train: 9.39% [117500/1251000] [93.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002936] [CE 5.032 (4.875)] [KD 6.308 (6.167)] 2024-10-12 00:37:43,447 - Train: 9.40% [117550/1251000] [94.0/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002936] [CE 4.529 (4.790)] [KD 5.581 (6.043)] 2024-10-12 00:37:48,438 - ==> Total time: 4:00:01 Eta: 1 day, 14:33:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:37:50,431 - Train: 9.40% [117600/1251000] [94.0/1000.0] [batch_t 0.113 (0.166)] [data_t 0.003] [optim_t 0.110] [lr 0.002936] [CE 4.772 (4.649)] [KD 6.209 (5.903)] 2024-10-12 00:37:56,480 - Train: 9.40% [117650/1251000] [94.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002936] [CE 5.425 (4.852)] [KD 6.545 (6.236)] 2024-10-12 00:38:02,206 - Train: 9.41% [117700/1251000] [94.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002936] [CE 4.924 (4.740)] [KD 5.939 (6.026)] 2024-10-12 00:38:07,957 - Train: 9.41% [117750/1251000] [94.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002936] [CE 4.692 (4.773)] [KD 6.176 (6.018)] 2024-10-12 00:38:13,962 - Train: 9.42% [117800/1251000] [94.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002935] [CE 5.065 (4.750)] [KD 6.074 (5.983)] 2024-10-12 00:38:19,846 - Train: 9.42% [117850/1251000] [94.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002935] [CE 5.068 (4.749)] [KD 6.209 (6.110)] 2024-10-12 00:38:25,863 - Train: 9.42% [117900/1251000] [94.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002935] [CE 4.536 (4.745)] [KD 5.944 (6.068)] 2024-10-12 00:38:31,690 - Train: 9.43% [117950/1251000] [94.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002935] [CE 5.397 (4.796)] [KD 6.262 (6.005)] 2024-10-12 00:38:37,593 - Train: 9.43% [118000/1251000] [94.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002935] [CE 4.956 (4.791)] [KD 5.875 (6.135)] 2024-10-12 00:38:43,350 - Train: 9.44% [118050/1251000] [94.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002935] [CE 4.285 (4.777)] [KD 5.903 (6.033)] 2024-10-12 00:38:49,235 - Train: 9.44% [118100/1251000] [94.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002935] [CE 4.142 (4.753)] [KD 6.168 (6.167)] 2024-10-12 00:38:55,128 - Train: 9.44% [118150/1251000] [94.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002935] [CE 4.875 (4.805)] [KD 6.182 (6.134)] 2024-10-12 00:39:00,903 - Train: 9.45% [118200/1251000] [94.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002935] [CE 4.483 (4.809)] [KD 5.754 (6.054)] 2024-10-12 00:39:07,108 - Train: 9.45% [118250/1251000] [94.5/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002935] [CE 4.571 (4.786)] [KD 6.095 (6.029)] 2024-10-12 00:39:13,159 - Train: 9.46% [118300/1251000] [94.6/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002935] [CE 4.049 (4.725)] [KD 5.660 (6.095)] 2024-10-12 00:39:18,961 - Train: 9.46% [118350/1251000] [94.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002935] [CE 4.414 (4.825)] [KD 5.598 (5.992)] 2024-10-12 00:39:25,163 - Train: 9.46% [118400/1251000] [94.6/1000.0] [batch_t 0.113 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002935] [CE 4.956 (4.812)] [KD 6.404 (6.075)] 2024-10-12 00:39:30,995 - Train: 9.47% [118450/1251000] [94.7/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002935] [CE 4.682 (4.812)] [KD 6.070 (6.097)] 2024-10-12 00:39:36,860 - Train: 9.47% [118500/1251000] [94.7/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002935] [CE 4.545 (4.818)] [KD 6.050 (6.120)] 2024-10-12 00:39:42,773 - Train: 9.48% [118550/1251000] [94.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002935] [CE 5.070 (4.760)] [KD 6.178 (6.024)] 2024-10-12 00:39:48,650 - Train: 9.48% [118600/1251000] [94.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002935] [CE 4.910 (4.820)] [KD 6.073 (6.130)] 2024-10-12 00:39:54,682 - Train: 9.48% [118650/1251000] [94.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002935] [CE 4.957 (4.856)] [KD 6.012 (6.083)] 2024-10-12 00:40:00,710 - Train: 9.49% [118700/1251000] [94.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002935] [CE 4.898 (4.786)] [KD 6.065 (6.037)] 2024-10-12 00:40:06,662 - Train: 9.49% [118750/1251000] [94.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002934] [CE 4.754 (4.784)] [KD 5.975 (6.129)] 2024-10-12 00:40:12,501 - Train: 9.50% [118800/1251000] [95.0/1000.0] [batch_t 0.243 (0.117)] [data_t 0.003] [optim_t 0.240] [lr 0.002934] [CE 4.037 (4.783)] [KD 5.589 (6.009)] 2024-10-12 00:40:22,484 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 30531] [top5_cnt 42074] [top_all 50000] 2024-10-12 00:40:22,485 - net: 61.062 (84.148) 2024-10-12 00:40:27,509 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 34809] [top5_cnt 44545] [top_all 50000] 2024-10-12 00:40:27,510 - net_E: 69.618 (89.090) 2024-10-12 00:40:27,622 - Max [top1: 62.060 (epoch: 90)] [top1-ema: 69.618 (epoch: 95)] 2024-10-12 00:40:27,623 - ==> Total time: 4:02:40 Eta: 1 day, 14:31:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:40:31,799 - Train: 9.50% [118850/1251000] [95.0/1000.0] [batch_t 0.111 (0.181)] [data_t 0.002] [optim_t 0.108] [lr 0.002934] [CE 4.808 (4.801)] [KD 5.861 (6.022)] 2024-10-12 00:40:37,566 - Train: 9.50% [118900/1251000] [95.0/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002934] [CE 4.564 (4.781)] [KD 5.822 (6.034)] 2024-10-12 00:40:43,445 - Train: 9.51% [118950/1251000] [95.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002934] [CE 5.003 (4.781)] [KD 6.270 (6.135)] 2024-10-12 00:40:49,538 - Train: 9.51% [119000/1251000] [95.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002934] [CE 5.115 (4.862)] [KD 5.909 (6.272)] 2024-10-12 00:40:55,545 - Train: 9.52% [119050/1251000] [95.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002934] [CE 4.299 (4.757)] [KD 5.869 (6.073)] 2024-10-12 00:41:01,447 - Train: 9.52% [119100/1251000] [95.2/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002934] [CE 4.844 (4.796)] [KD 6.137 (6.079)] 2024-10-12 00:41:07,405 - Train: 9.52% [119150/1251000] [95.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002934] [CE 4.355 (4.726)] [KD 6.111 (6.040)] 2024-10-12 00:41:13,226 - Train: 9.53% [119200/1251000] [95.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002934] [CE 4.965 (4.809)] [KD 6.101 (6.082)] 2024-10-12 00:41:19,241 - Train: 9.53% [119250/1251000] [95.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002934] [CE 4.807 (4.785)] [KD 6.149 (6.150)] 2024-10-12 00:41:25,104 - Train: 9.54% [119300/1251000] [95.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002934] [CE 4.586 (4.741)] [KD 5.771 (5.983)] 2024-10-12 00:41:30,997 - Train: 9.54% [119350/1251000] [95.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002934] [CE 4.680 (4.828)] [KD 6.022 (6.035)] 2024-10-12 00:41:36,917 - Train: 9.54% [119400/1251000] [95.4/1000.0] [batch_t 0.129 (0.118)] [data_t 0.003] [optim_t 0.126] [lr 0.002934] [CE 5.195 (4.801)] [KD 5.929 (6.183)] 2024-10-12 00:41:42,799 - Train: 9.55% [119450/1251000] [95.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002934] [CE 5.025 (4.796)] [KD 5.968 (6.029)] 2024-10-12 00:41:48,709 - Train: 9.55% [119500/1251000] [95.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002934] [CE 4.842 (4.784)] [KD 6.268 (6.075)] 2024-10-12 00:41:54,633 - Train: 9.56% [119550/1251000] [95.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002934] [CE 4.559 (4.765)] [KD 5.799 (6.011)] 2024-10-12 00:42:00,644 - Train: 9.56% [119600/1251000] [95.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002934] [CE 4.634 (4.782)] [KD 5.823 (6.123)] 2024-10-12 00:42:06,540 - Train: 9.56% [119650/1251000] [95.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002933] [CE 4.770 (4.745)] [KD 6.154 (6.074)] 2024-10-12 00:42:12,320 - Train: 9.57% [119700/1251000] [95.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002933] [CE 4.662 (4.737)] [KD 6.111 (6.119)] 2024-10-12 00:42:18,087 - Train: 9.57% [119750/1251000] [95.7/1000.0] [batch_t 0.119 (0.115)] [data_t 0.003] [optim_t 0.117] [lr 0.002933] [CE 4.661 (4.748)] [KD 6.001 (6.039)] 2024-10-12 00:42:24,046 - Train: 9.58% [119800/1251000] [95.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002933] [CE 4.866 (4.805)] [KD 6.065 (6.127)] 2024-10-12 00:42:30,201 - Train: 9.58% [119850/1251000] [95.8/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.002933] [CE 4.416 (4.815)] [KD 6.117 (6.032)] 2024-10-12 00:42:36,029 - Train: 9.58% [119900/1251000] [95.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002933] [CE 4.960 (4.805)] [KD 6.271 (6.038)] 2024-10-12 00:42:41,867 - Train: 9.59% [119950/1251000] [95.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002933] [CE 4.487 (4.709)] [KD 5.999 (6.016)] 2024-10-12 00:42:47,742 - Train: 9.59% [120000/1251000] [95.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002933] [CE 4.522 (4.765)] [KD 5.870 (5.983)] 2024-10-12 00:42:53,527 - Train: 9.60% [120050/1251000] [96.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002933] [CE 5.269 (4.732)] [KD 6.244 (5.991)] 2024-10-12 00:42:58,874 - ==> Total time: 4:05:11 Eta: 1 day, 14:28:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:43:00,596 - Train: 9.60% [120100/1251000] [96.0/1000.0] [batch_t 0.118 (0.179)] [data_t 0.002] [optim_t 0.115] [lr 0.002933] [CE 4.827 (4.682)] [KD 5.706 (5.813)] 2024-10-12 00:43:06,587 - Train: 9.60% [120150/1251000] [96.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002933] [CE 4.735 (4.732)] [KD 6.198 (5.970)] 2024-10-12 00:43:12,653 - Train: 9.61% [120200/1251000] [96.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002933] [CE 4.686 (4.765)] [KD 6.084 (5.989)] 2024-10-12 00:43:18,877 - Train: 9.61% [120250/1251000] [96.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002933] [CE 4.485 (4.754)] [KD 5.548 (5.943)] 2024-10-12 00:43:24,792 - Train: 9.62% [120300/1251000] [96.2/1000.0] [batch_t 0.266 (0.118)] [data_t 0.003] [optim_t 0.264] [lr 0.002933] [CE 4.845 (4.842)] [KD 6.163 (6.066)] 2024-10-12 00:43:30,626 - Train: 9.62% [120350/1251000] [96.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002933] [CE 5.447 (4.782)] [KD 6.258 (6.031)] 2024-10-12 00:43:36,591 - Train: 9.62% [120400/1251000] [96.2/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002933] [CE 4.634 (4.767)] [KD 6.060 (6.018)] 2024-10-12 00:43:42,443 - Train: 9.63% [120450/1251000] [96.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002933] [CE 4.943 (4.849)] [KD 6.052 (6.100)] 2024-10-12 00:43:48,273 - Train: 9.63% [120500/1251000] [96.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002933] [CE 4.917 (4.811)] [KD 5.865 (6.013)] 2024-10-12 00:43:54,400 - Train: 9.64% [120550/1251000] [96.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002932] [CE 4.876 (4.737)] [KD 5.983 (6.028)] 2024-10-12 00:44:00,451 - Train: 9.64% [120600/1251000] [96.4/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002932] [CE 5.292 (4.808)] [KD 6.415 (6.073)] 2024-10-12 00:44:06,598 - Train: 9.64% [120650/1251000] [96.4/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002932] [CE 4.599 (4.690)] [KD 6.149 (6.041)] 2024-10-12 00:44:12,481 - Train: 9.65% [120700/1251000] [96.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002932] [CE 4.771 (4.904)] [KD 6.468 (6.158)] 2024-10-12 00:44:18,240 - Train: 9.65% [120750/1251000] [96.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002932] [CE 4.743 (4.756)] [KD 5.780 (6.014)] 2024-10-12 00:44:23,989 - Train: 9.66% [120800/1251000] [96.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002932] [CE 5.366 (4.756)] [KD 6.498 (5.990)] 2024-10-12 00:44:29,950 - Train: 9.66% [120850/1251000] [96.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002932] [CE 5.125 (4.742)] [KD 6.503 (6.015)] 2024-10-12 00:44:35,710 - Train: 9.66% [120900/1251000] [96.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002932] [CE 4.960 (4.812)] [KD 6.065 (6.052)] 2024-10-12 00:44:41,568 - Train: 9.67% [120950/1251000] [96.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002932] [CE 4.613 (4.775)] [KD 6.148 (6.114)] 2024-10-12 00:44:47,452 - Train: 9.67% [121000/1251000] [96.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002932] [CE 4.387 (4.786)] [KD 6.077 (6.156)] 2024-10-12 00:44:53,606 - Train: 9.68% [121050/1251000] [96.8/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002932] [CE 4.413 (4.770)] [KD 5.694 (6.097)] 2024-10-12 00:44:59,782 - Train: 9.68% [121100/1251000] [96.8/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002932] [CE 4.857 (4.845)] [KD 6.341 (6.042)] 2024-10-12 00:45:05,656 - Train: 9.68% [121150/1251000] [96.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002932] [CE 4.833 (4.779)] [KD 6.098 (6.130)] 2024-10-12 00:45:11,458 - Train: 9.69% [121200/1251000] [96.9/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002932] [CE 5.122 (4.794)] [KD 5.912 (6.011)] 2024-10-12 00:45:17,230 - Train: 9.69% [121250/1251000] [96.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002932] [CE 4.640 (4.719)] [KD 6.105 (5.969)] 2024-10-12 00:45:23,273 - Train: 9.70% [121300/1251000] [97.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002932] [CE 4.735 (4.826)] [KD 6.056 (6.143)] 2024-10-12 00:45:28,664 - ==> Total time: 4:07:41 Eta: 1 day, 14:25:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:45:30,441 - Train: 9.70% [121350/1251000] [97.0/1000.0] [batch_t 0.117 (0.266)] [data_t 0.002] [optim_t 0.115] [lr 0.002932] [CE 4.941 (5.088)] [KD 6.276 (6.247)] 2024-10-12 00:45:36,369 - Train: 9.70% [121400/1251000] [97.0/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002932] [CE 4.596 (4.836)] [KD 6.104 (6.012)] 2024-10-12 00:45:42,721 - Train: 9.71% [121450/1251000] [97.1/1000.0] [batch_t 0.113 (0.127)] [data_t 0.002] [optim_t 0.111] [lr 0.002931] [CE 4.576 (4.752)] [KD 5.861 (5.964)] 2024-10-12 00:45:48,772 - Train: 9.71% [121500/1251000] [97.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002931] [CE 4.504 (4.781)] [KD 6.004 (5.985)] 2024-10-12 00:45:54,507 - Train: 9.72% [121550/1251000] [97.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002931] [CE 4.588 (4.805)] [KD 5.778 (6.121)] 2024-10-12 00:46:00,381 - Train: 9.72% [121600/1251000] [97.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002931] [CE 4.525 (4.813)] [KD 5.642 (6.092)] 2024-10-12 00:46:06,128 - Train: 9.72% [121650/1251000] [97.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002931] [CE 4.749 (4.819)] [KD 6.160 (6.040)] 2024-10-12 00:46:12,073 - Train: 9.73% [121700/1251000] [97.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002931] [CE 4.979 (4.842)] [KD 6.051 (6.079)] 2024-10-12 00:46:17,790 - Train: 9.73% [121750/1251000] [97.3/1000.0] [batch_t 0.118 (0.114)] [data_t 0.002] [optim_t 0.116] [lr 0.002931] [CE 4.516 (4.768)] [KD 6.231 (6.070)] 2024-10-12 00:46:23,647 - Train: 9.74% [121800/1251000] [97.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002931] [CE 4.928 (4.704)] [KD 5.706 (5.978)] 2024-10-12 00:46:29,587 - Train: 9.74% [121850/1251000] [97.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002931] [CE 4.568 (4.768)] [KD 5.925 (6.015)] 2024-10-12 00:46:35,502 - Train: 9.74% [121900/1251000] [97.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002931] [CE 4.477 (4.786)] [KD 6.261 (6.076)] 2024-10-12 00:46:41,347 - Train: 9.75% [121950/1251000] [97.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002931] [CE 4.367 (4.769)] [KD 5.931 (6.071)] 2024-10-12 00:46:47,360 - Train: 9.75% [122000/1251000] [97.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002931] [CE 4.881 (4.852)] [KD 5.575 (6.037)] 2024-10-12 00:46:53,070 - Train: 9.76% [122050/1251000] [97.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002931] [CE 4.197 (4.758)] [KD 5.650 (5.954)] 2024-10-12 00:46:58,818 - Train: 9.76% [122100/1251000] [97.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002931] [CE 4.918 (4.781)] [KD 6.006 (5.998)] 2024-10-12 00:47:04,531 - Train: 9.76% [122150/1251000] [97.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002931] [CE 4.518 (4.774)] [KD 5.813 (6.032)] 2024-10-12 00:47:10,473 - Train: 9.77% [122200/1251000] [97.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002931] [CE 4.545 (4.736)] [KD 6.260 (6.039)] 2024-10-12 00:47:16,180 - Train: 9.77% [122250/1251000] [97.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002931] [CE 4.830 (4.797)] [KD 5.933 (6.015)] 2024-10-12 00:47:22,396 - Train: 9.78% [122300/1251000] [97.8/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002931] [CE 5.132 (4.788)] [KD 6.161 (6.079)] 2024-10-12 00:47:28,360 - Train: 9.78% [122350/1251000] [97.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002930] [CE 4.795 (4.828)] [KD 5.948 (6.071)] 2024-10-12 00:47:34,129 - Train: 9.78% [122400/1251000] [97.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002930] [CE 5.155 (4.746)] [KD 6.038 (6.090)] 2024-10-12 00:47:39,981 - Train: 9.79% [122450/1251000] [97.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002930] [CE 4.684 (4.798)] [KD 6.009 (6.072)] 2024-10-12 00:47:45,815 - Train: 9.79% [122500/1251000] [97.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002930] [CE 4.293 (4.738)] [KD 5.661 (6.059)] 2024-10-12 00:47:51,820 - Train: 9.80% [122550/1251000] [98.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002930] [CE 4.488 (4.794)] [KD 6.008 (6.053)] 2024-10-12 00:47:57,372 - ==> Total time: 4:10:10 Eta: 1 day, 14:22:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:47:59,189 - Train: 9.80% [122600/1251000] [98.0/1000.0] [batch_t 0.116 (0.349)] [data_t 0.002] [optim_t 0.113] [lr 0.002930] [CE 4.925 (4.763)] [KD 6.039 (5.922)] 2024-10-12 00:48:05,009 - Train: 9.80% [122650/1251000] [98.0/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002930] [CE 5.085 (4.770)] [KD 5.854 (5.994)] 2024-10-12 00:48:11,243 - Train: 9.81% [122700/1251000] [98.1/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.116] [lr 0.002930] [CE 5.008 (4.805)] [KD 5.840 (5.963)] 2024-10-12 00:48:17,226 - Train: 9.81% [122750/1251000] [98.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002930] [CE 4.554 (4.751)] [KD 5.762 (5.979)] 2024-10-12 00:48:23,320 - Train: 9.82% [122800/1251000] [98.2/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002930] [CE 4.571 (4.800)] [KD 6.068 (6.043)] 2024-10-12 00:48:29,104 - Train: 9.82% [122850/1251000] [98.2/1000.0] [batch_t 0.123 (0.116)] [data_t 0.002] [optim_t 0.120] [lr 0.002930] [CE 4.957 (4.770)] [KD 6.330 (6.173)] 2024-10-12 00:48:34,908 - Train: 9.82% [122900/1251000] [98.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002930] [CE 4.521 (4.760)] [KD 6.215 (6.137)] 2024-10-12 00:48:41,132 - Train: 9.83% [122950/1251000] [98.3/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002930] [CE 4.836 (4.716)] [KD 6.120 (6.063)] 2024-10-12 00:48:47,091 - Train: 9.83% [123000/1251000] [98.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002930] [CE 4.686 (4.751)] [KD 6.023 (6.098)] 2024-10-12 00:48:52,965 - Train: 9.84% [123050/1251000] [98.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002930] [CE 4.648 (4.797)] [KD 6.371 (6.071)] 2024-10-12 00:48:58,789 - Train: 9.84% [123100/1251000] [98.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002930] [CE 4.989 (4.792)] [KD 6.358 (6.155)] 2024-10-12 00:49:04,805 - Train: 9.84% [123150/1251000] [98.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002930] [CE 5.106 (4.789)] [KD 6.060 (6.033)] 2024-10-12 00:49:10,701 - Train: 9.85% [123200/1251000] [98.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002929] [CE 4.370 (4.820)] [KD 6.093 (6.102)] 2024-10-12 00:49:16,788 - Train: 9.85% [123250/1251000] [98.5/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.002929] [CE 4.902 (4.743)] [KD 5.984 (6.102)] 2024-10-12 00:49:22,648 - Train: 9.86% [123300/1251000] [98.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002929] [CE 4.532 (4.800)] [KD 6.013 (6.096)] 2024-10-12 00:49:28,428 - Train: 9.86% [123350/1251000] [98.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002929] [CE 5.100 (4.768)] [KD 6.276 (6.079)] 2024-10-12 00:49:34,452 - Train: 9.86% [123400/1251000] [98.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002929] [CE 4.797 (4.815)] [KD 6.347 (6.065)] 2024-10-12 00:49:40,216 - Train: 9.87% [123450/1251000] [98.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002929] [CE 4.360 (4.788)] [KD 5.988 (6.055)] 2024-10-12 00:49:45,987 - Train: 9.87% [123500/1251000] [98.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002929] [CE 5.155 (4.843)] [KD 6.379 (6.088)] 2024-10-12 00:49:51,990 - Train: 9.88% [123550/1251000] [98.8/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002929] [CE 4.779 (4.770)] [KD 5.998 (6.023)] 2024-10-12 00:49:57,981 - Train: 9.88% [123600/1251000] [98.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002929] [CE 4.612 (4.789)] [KD 5.814 (6.008)] 2024-10-12 00:50:04,067 - Train: 9.88% [123650/1251000] [98.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002929] [CE 4.279 (4.792)] [KD 5.989 (5.964)] 2024-10-12 00:50:09,856 - Train: 9.89% [123700/1251000] [98.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002929] [CE 5.071 (4.824)] [KD 6.086 (6.093)] 2024-10-12 00:50:15,629 - Train: 9.89% [123750/1251000] [98.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002929] [CE 5.022 (4.786)] [KD 6.025 (6.031)] 2024-10-12 00:50:21,816 - Train: 9.90% [123800/1251000] [99.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002929] [CE 4.709 (4.787)] [KD 6.275 (6.039)] 2024-10-12 00:50:27,540 - ==> Total time: 4:12:40 Eta: 1 day, 14:19:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:50:29,364 - Train: 9.90% [123850/1251000] [99.0/1000.0] [batch_t 0.595 (0.595)] [data_t 0.468] [optim_t 0.127] [lr 0.002929] [CE 4.911 (4.911)] [KD 5.807 (5.807)] 2024-10-12 00:50:35,146 - Train: 9.90% [123900/1251000] [99.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002929] [CE 5.072 (4.774)] [KD 6.002 (6.041)] 2024-10-12 00:50:41,053 - Train: 9.91% [123950/1251000] [99.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002929] [CE 4.513 (4.794)] [KD 5.799 (6.032)] 2024-10-12 00:50:47,224 - Train: 9.91% [124000/1251000] [99.1/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002929] [CE 5.283 (4.851)] [KD 6.208 (6.032)] 2024-10-12 00:50:53,035 - Train: 9.92% [124050/1251000] [99.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002929] [CE 4.683 (4.811)] [KD 6.277 (6.086)] 2024-10-12 00:50:58,808 - Train: 9.92% [124100/1251000] [99.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002928] [CE 4.709 (4.834)] [KD 5.885 (6.045)] 2024-10-12 00:51:04,750 - Train: 9.92% [124150/1251000] [99.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002928] [CE 4.665 (4.839)] [KD 5.912 (6.076)] 2024-10-12 00:51:10,732 - Train: 9.93% [124200/1251000] [99.3/1000.0] [batch_t 0.272 (0.120)] [data_t 0.002] [optim_t 0.269] [lr 0.002928] [CE 5.241 (4.793)] [KD 6.121 (6.015)] 2024-10-12 00:51:16,852 - Train: 9.93% [124250/1251000] [99.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002928] [CE 4.728 (4.758)] [KD 6.062 (5.965)] 2024-10-12 00:51:22,782 - Train: 9.94% [124300/1251000] [99.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002928] [CE 5.088 (4.836)] [KD 6.290 (6.036)] 2024-10-12 00:51:28,571 - Train: 9.94% [124350/1251000] [99.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002928] [CE 4.793 (4.791)] [KD 6.068 (6.076)] 2024-10-12 00:51:34,580 - Train: 9.94% [124400/1251000] [99.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002928] [CE 4.794 (4.754)] [KD 6.394 (5.971)] 2024-10-12 00:51:40,600 - Train: 9.95% [124450/1251000] [99.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002928] [CE 4.323 (4.794)] [KD 5.899 (6.008)] 2024-10-12 00:51:46,351 - Train: 9.95% [124500/1251000] [99.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002928] [CE 4.904 (4.758)] [KD 6.163 (6.021)] 2024-10-12 00:51:52,240 - Train: 9.96% [124550/1251000] [99.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002928] [CE 5.092 (4.786)] [KD 5.861 (6.018)] 2024-10-12 00:51:58,011 - Train: 9.96% [124600/1251000] [99.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002928] [CE 5.020 (4.790)] [KD 5.903 (6.000)] 2024-10-12 00:52:04,021 - Train: 9.96% [124650/1251000] [99.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002928] [CE 5.094 (4.779)] [KD 5.986 (6.005)] 2024-10-12 00:52:10,006 - Train: 9.97% [124700/1251000] [99.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002928] [CE 3.827 (4.792)] [KD 5.687 (6.077)] 2024-10-12 00:52:15,904 - Train: 9.97% [124750/1251000] [99.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002928] [CE 4.641 (4.817)] [KD 6.144 (6.098)] 2024-10-12 00:52:21,830 - Train: 9.98% [124800/1251000] [99.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002928] [CE 4.357 (4.826)] [KD 5.958 (6.021)] 2024-10-12 00:52:27,821 - Train: 9.98% [124850/1251000] [99.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002928] [CE 4.713 (4.820)] [KD 5.933 (6.098)] 2024-10-12 00:52:33,552 - Train: 9.98% [124900/1251000] [99.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002928] [CE 5.202 (4.774)] [KD 6.109 (6.067)] 2024-10-12 00:52:39,303 - Train: 9.99% [124950/1251000] [99.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002927] [CE 4.864 (4.786)] [KD 5.964 (6.084)] 2024-10-12 00:52:45,157 - Train: 9.99% [125000/1251000] [99.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002927] [CE 5.066 (4.835)] [KD 6.593 (6.084)] 2024-10-12 00:52:51,109 - Train: 10.00% [125050/1251000] [100.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002927] [CE 4.878 (4.816)] [KD 5.972 (6.092)] 2024-10-12 00:52:57,124 - Train: 10.00% [125100/1251000] [100.0/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002927] [CE 4.935 (4.811)] [KD 5.827 (6.038)] 2024-10-12 00:53:01,959 - Test (net): 100.00% [50/50] [batch_t 0.054 (0.093)] [top1_cnt 31395] [top5_cnt 42504] [top_all 50000] 2024-10-12 00:53:01,959 - net: 62.790 (85.008) 2024-10-12 00:53:06,939 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 34840] [top5_cnt 44578] [top_all 50000] 2024-10-12 00:53:06,939 - net_E: 69.680 (89.156) 2024-10-12 00:53:07,075 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 69.680 (epoch: 100)] 2024-10-12 00:53:07,076 - ==> Total time: 4:15:19 Eta: 1 day, 14:17:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:53:18,029 - Train: 10.00% [125150/1251000] [100.0/1000.0] [batch_t 0.116 (0.127)] [data_t 0.003] [optim_t 0.114] [lr 0.002927] [CE 5.003 (4.715)] [KD 6.435 (5.933)] 2024-10-12 00:53:24,035 - Train: 10.01% [125200/1251000] [100.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002927] [CE 4.786 (4.746)] [KD 5.667 (5.988)] 2024-10-12 00:53:30,189 - Train: 10.01% [125250/1251000] [100.1/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002927] [CE 4.754 (4.765)] [KD 5.958 (5.970)] 2024-10-12 00:53:36,023 - Train: 10.02% [125300/1251000] [100.2/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.119] [lr 0.002927] [CE 4.925 (4.850)] [KD 5.931 (5.974)] 2024-10-12 00:53:42,296 - Train: 10.02% [125350/1251000] [100.2/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002927] [CE 4.857 (4.807)] [KD 6.211 (6.158)] 2024-10-12 00:53:48,253 - Train: 10.02% [125400/1251000] [100.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002927] [CE 5.119 (4.815)] [KD 6.225 (6.092)] 2024-10-12 00:53:54,233 - Train: 10.03% [125450/1251000] [100.3/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002927] [CE 4.829 (4.771)] [KD 6.014 (5.965)] 2024-10-12 00:54:00,229 - Train: 10.03% [125500/1251000] [100.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002927] [CE 4.823 (4.833)] [KD 5.769 (6.030)] 2024-10-12 00:54:06,073 - Train: 10.04% [125550/1251000] [100.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002927] [CE 4.890 (4.835)] [KD 5.991 (6.020)] 2024-10-12 00:54:12,017 - Train: 10.04% [125600/1251000] [100.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002927] [CE 4.833 (4.719)] [KD 6.244 (6.024)] 2024-10-12 00:54:18,510 - Train: 10.04% [125650/1251000] [100.4/1000.0] [batch_t 0.115 (0.130)] [data_t 0.003] [optim_t 0.112] [lr 0.002927] [CE 4.115 (4.770)] [KD 5.641 (6.037)] 2024-10-12 00:54:24,476 - Train: 10.05% [125700/1251000] [100.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002927] [CE 4.621 (4.763)] [KD 5.988 (6.000)] 2024-10-12 00:54:30,519 - Train: 10.05% [125750/1251000] [100.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002927] [CE 5.242 (4.850)] [KD 6.446 (6.065)] 2024-10-12 00:54:36,419 - Train: 10.06% [125800/1251000] [100.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002927] [CE 4.680 (4.714)] [KD 6.119 (6.101)] 2024-10-12 00:54:42,279 - Train: 10.06% [125850/1251000] [100.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002926] [CE 4.850 (4.809)] [KD 6.152 (6.084)] 2024-10-12 00:54:48,327 - Train: 10.06% [125900/1251000] [100.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002926] [CE 4.574 (4.805)] [KD 5.869 (6.097)] 2024-10-12 00:54:54,336 - Train: 10.07% [125950/1251000] [100.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002926] [CE 4.707 (4.748)] [KD 6.243 (6.066)] 2024-10-12 00:55:00,468 - Train: 10.07% [126000/1251000] [100.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002926] [CE 4.298 (4.763)] [KD 5.943 (6.017)] 2024-10-12 00:55:06,540 - Train: 10.08% [126050/1251000] [100.8/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002926] [CE 4.488 (4.708)] [KD 6.230 (5.978)] 2024-10-12 00:55:12,450 - Train: 10.08% [126100/1251000] [100.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002926] [CE 5.006 (4.725)] [KD 6.385 (6.020)] 2024-10-12 00:55:18,318 - Train: 10.08% [126150/1251000] [100.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002926] [CE 4.002 (4.784)] [KD 5.680 (6.025)] 2024-10-12 00:55:24,483 - Train: 10.09% [126200/1251000] [100.9/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002926] [CE 4.699 (4.802)] [KD 6.107 (6.108)] 2024-10-12 00:55:30,457 - Train: 10.09% [126250/1251000] [100.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002926] [CE 4.922 (4.730)] [KD 6.084 (6.138)] 2024-10-12 00:55:36,341 - Train: 10.10% [126300/1251000] [101.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002926] [CE 4.946 (4.737)] [KD 6.262 (5.949)] 2024-10-12 00:55:42,298 - Train: 10.10% [126350/1251000] [101.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002926] [CE 4.638 (4.771)] [KD 6.389 (6.056)] 2024-10-12 00:55:42,412 - ==> Total time: 4:17:55 Eta: 1 day, 14:15:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:55:50,179 - Train: 10.10% [126400/1251000] [101.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002926] [CE 5.056 (4.822)] [KD 6.200 (6.087)] 2024-10-12 00:55:56,124 - Train: 10.11% [126450/1251000] [101.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002926] [CE 4.606 (4.716)] [KD 5.737 (5.972)] 2024-10-12 00:56:02,041 - Train: 10.11% [126500/1251000] [101.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002926] [CE 5.128 (4.767)] [KD 6.217 (6.106)] 2024-10-12 00:56:08,166 - Train: 10.12% [126550/1251000] [101.2/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002926] [CE 4.915 (4.702)] [KD 5.908 (6.085)] 2024-10-12 00:56:14,027 - Train: 10.12% [126600/1251000] [101.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002926] [CE 5.264 (4.826)] [KD 6.463 (6.188)] 2024-10-12 00:56:20,080 - Train: 10.12% [126650/1251000] [101.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002926] [CE 4.310 (4.825)] [KD 6.414 (6.166)] 2024-10-12 00:56:26,107 - Train: 10.13% [126700/1251000] [101.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002925] [CE 4.301 (4.778)] [KD 6.026 (6.085)] 2024-10-12 00:56:31,933 - Train: 10.13% [126750/1251000] [101.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002925] [CE 4.893 (4.761)] [KD 6.444 (5.980)] 2024-10-12 00:56:37,762 - Train: 10.14% [126800/1251000] [101.4/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002925] [CE 5.098 (4.745)] [KD 6.147 (6.049)] 2024-10-12 00:56:43,682 - Train: 10.14% [126850/1251000] [101.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002925] [CE 4.448 (4.739)] [KD 5.794 (6.005)] 2024-10-12 00:56:49,593 - Train: 10.14% [126900/1251000] [101.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002925] [CE 4.903 (4.770)] [KD 6.056 (6.099)] 2024-10-12 00:56:55,723 - Train: 10.15% [126950/1251000] [101.5/1000.0] [batch_t 0.235 (0.122)] [data_t 0.003] [optim_t 0.233] [lr 0.002925] [CE 4.651 (4.795)] [KD 6.204 (6.097)] 2024-10-12 00:57:01,838 - Train: 10.15% [127000/1251000] [101.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002925] [CE 5.200 (4.761)] [KD 6.188 (6.010)] 2024-10-12 00:57:07,743 - Train: 10.16% [127050/1251000] [101.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002925] [CE 4.178 (4.776)] [KD 6.094 (6.092)] 2024-10-12 00:57:13,768 - Train: 10.16% [127100/1251000] [101.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002925] [CE 5.093 (4.833)] [KD 6.075 (6.022)] 2024-10-12 00:57:19,521 - Train: 10.16% [127150/1251000] [101.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002925] [CE 5.052 (4.752)] [KD 6.348 (5.957)] 2024-10-12 00:57:25,361 - Train: 10.17% [127200/1251000] [101.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002925] [CE 4.194 (4.787)] [KD 5.409 (6.011)] 2024-10-12 00:57:31,319 - Train: 10.17% [127250/1251000] [101.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002925] [CE 4.764 (4.755)] [KD 6.251 (6.028)] 2024-10-12 00:57:37,595 - Train: 10.18% [127300/1251000] [101.8/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002925] [CE 4.863 (4.727)] [KD 6.334 (6.008)] 2024-10-12 00:57:43,655 - Train: 10.18% [127350/1251000] [101.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002925] [CE 4.637 (4.808)] [KD 5.939 (6.047)] 2024-10-12 00:57:49,675 - Train: 10.18% [127400/1251000] [101.8/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002925] [CE 4.593 (4.778)] [KD 6.110 (6.044)] 2024-10-12 00:57:55,396 - Train: 10.19% [127450/1251000] [101.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002925] [CE 4.381 (4.831)] [KD 5.979 (6.048)] 2024-10-12 00:58:01,115 - Train: 10.19% [127500/1251000] [101.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002925] [CE 5.282 (4.787)] [KD 6.160 (6.114)] 2024-10-12 00:58:07,098 - Train: 10.20% [127550/1251000] [102.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002924] [CE 4.138 (4.733)] [KD 5.904 (6.062)] 2024-10-12 00:58:12,891 - Train: 10.20% [127600/1251000] [102.0/1000.0] [batch_t 0.109 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.002924] [CE 4.844 (4.799)] [KD 5.880 (6.062)] 2024-10-12 00:58:13,112 - ==> Total time: 4:20:25 Eta: 1 day, 14:12:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 00:58:20,595 - Train: 10.20% [127650/1251000] [102.0/1000.0] [batch_t 0.116 (0.132)] [data_t 0.003] [optim_t 0.113] [lr 0.002924] [CE 4.794 (4.759)] [KD 6.066 (5.951)] 2024-10-12 00:58:26,504 - Train: 10.21% [127700/1251000] [102.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002924] [CE 5.117 (4.782)] [KD 6.479 (6.182)] 2024-10-12 00:58:32,318 - Train: 10.21% [127750/1251000] [102.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002924] [CE 4.653 (4.815)] [KD 5.866 (6.015)] 2024-10-12 00:58:38,244 - Train: 10.22% [127800/1251000] [102.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002924] [CE 5.200 (4.801)] [KD 6.033 (6.033)] 2024-10-12 00:58:44,267 - Train: 10.22% [127850/1251000] [102.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002924] [CE 5.483 (4.789)] [KD 6.194 (6.010)] 2024-10-12 00:58:50,154 - Train: 10.22% [127900/1251000] [102.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002924] [CE 5.139 (4.760)] [KD 6.023 (6.041)] 2024-10-12 00:58:56,179 - Train: 10.23% [127950/1251000] [102.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002924] [CE 5.361 (4.790)] [KD 6.255 (6.044)] 2024-10-12 00:59:02,024 - Train: 10.23% [128000/1251000] [102.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002924] [CE 4.966 (4.755)] [KD 6.211 (6.030)] 2024-10-12 00:59:07,957 - Train: 10.24% [128050/1251000] [102.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002924] [CE 4.192 (4.777)] [KD 5.765 (6.002)] 2024-10-12 00:59:13,875 - Train: 10.24% [128100/1251000] [102.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002924] [CE 4.665 (4.811)] [KD 6.068 (6.181)] 2024-10-12 00:59:19,638 - Train: 10.24% [128150/1251000] [102.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002924] [CE 5.038 (4.710)] [KD 6.126 (6.108)] 2024-10-12 00:59:25,592 - Train: 10.25% [128200/1251000] [102.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002924] [CE 4.385 (4.769)] [KD 5.720 (6.045)] 2024-10-12 00:59:31,637 - Train: 10.25% [128250/1251000] [102.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002924] [CE 4.942 (4.774)] [KD 6.163 (6.036)] 2024-10-12 00:59:37,582 - Train: 10.26% [128300/1251000] [102.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002924] [CE 4.954 (4.811)] [KD 5.847 (6.051)] 2024-10-12 00:59:43,557 - Train: 10.26% [128350/1251000] [102.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002924] [CE 5.087 (4.759)] [KD 6.242 (6.054)] 2024-10-12 00:59:49,548 - Train: 10.26% [128400/1251000] [102.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002923] [CE 5.056 (4.827)] [KD 6.163 (6.115)] 2024-10-12 00:59:55,564 - Train: 10.27% [128450/1251000] [102.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002923] [CE 4.874 (4.818)] [KD 6.194 (6.068)] 2024-10-12 01:00:01,515 - Train: 10.27% [128500/1251000] [102.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002923] [CE 4.624 (4.824)] [KD 6.315 (6.091)] 2024-10-12 01:00:07,535 - Train: 10.28% [128550/1251000] [102.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002923] [CE 4.304 (4.835)] [KD 5.699 (6.080)] 2024-10-12 01:00:13,454 - Train: 10.28% [128600/1251000] [102.8/1000.0] [batch_t 0.126 (0.118)] [data_t 0.003] [optim_t 0.124] [lr 0.002923] [CE 4.224 (4.801)] [KD 5.774 (6.041)] 2024-10-12 01:00:19,692 - Train: 10.28% [128650/1251000] [102.8/1000.0] [batch_t 0.254 (0.125)] [data_t 0.003] [optim_t 0.251] [lr 0.002923] [CE 4.751 (4.706)] [KD 6.049 (5.960)] 2024-10-12 01:00:25,746 - Train: 10.29% [128700/1251000] [102.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002923] [CE 5.162 (4.847)] [KD 6.593 (6.088)] 2024-10-12 01:00:31,835 - Train: 10.29% [128750/1251000] [102.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002923] [CE 4.664 (4.762)] [KD 5.696 (6.069)] 2024-10-12 01:00:37,907 - Train: 10.30% [128800/1251000] [103.0/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002923] [CE 5.166 (4.795)] [KD 6.138 (6.079)] 2024-10-12 01:00:43,862 - Train: 10.30% [128850/1251000] [103.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002923] [CE 4.788 (4.792)] [KD 6.071 (6.045)] 2024-10-12 01:00:44,210 - ==> Total time: 4:22:56 Eta: 1 day, 14:09:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:00:52,158 - Train: 10.30% [128900/1251000] [103.0/1000.0] [batch_t 0.118 (0.133)] [data_t 0.003] [optim_t 0.115] [lr 0.002923] [CE 4.859 (4.709)] [KD 5.879 (5.887)] 2024-10-12 01:00:58,035 - Train: 10.31% [128950/1251000] [103.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002923] [CE 4.706 (4.726)] [KD 6.105 (5.821)] 2024-10-12 01:01:04,083 - Train: 10.31% [129000/1251000] [103.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002923] [CE 4.753 (4.807)] [KD 6.024 (5.978)] 2024-10-12 01:01:10,255 - Train: 10.32% [129050/1251000] [103.2/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002923] [CE 5.221 (4.797)] [KD 6.120 (6.050)] 2024-10-12 01:01:16,180 - Train: 10.32% [129100/1251000] [103.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002923] [CE 4.648 (4.739)] [KD 5.717 (5.983)] 2024-10-12 01:01:22,234 - Train: 10.32% [129150/1251000] [103.2/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002923] [CE 4.741 (4.795)] [KD 5.875 (5.991)] 2024-10-12 01:01:28,429 - Train: 10.33% [129200/1251000] [103.3/1000.0] [batch_t 0.123 (0.124)] [data_t 0.003] [optim_t 0.120] [lr 0.002923] [CE 4.632 (4.772)] [KD 5.917 (6.040)] 2024-10-12 01:01:34,487 - Train: 10.33% [129250/1251000] [103.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002922] [CE 4.929 (4.804)] [KD 6.040 (6.030)] 2024-10-12 01:01:40,822 - Train: 10.34% [129300/1251000] [103.4/1000.0] [batch_t 0.119 (0.127)] [data_t 0.003] [optim_t 0.116] [lr 0.002922] [CE 4.536 (4.795)] [KD 5.899 (5.978)] 2024-10-12 01:01:46,732 - Train: 10.34% [129350/1251000] [103.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002922] [CE 5.113 (4.665)] [KD 6.174 (5.889)] 2024-10-12 01:01:52,573 - Train: 10.34% [129400/1251000] [103.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002922] [CE 4.751 (4.736)] [KD 5.911 (5.962)] 2024-10-12 01:01:58,485 - Train: 10.35% [129450/1251000] [103.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002922] [CE 5.020 (4.784)] [KD 6.275 (6.054)] 2024-10-12 01:02:04,555 - Train: 10.35% [129500/1251000] [103.5/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002922] [CE 5.001 (4.808)] [KD 6.178 (6.119)] 2024-10-12 01:02:10,558 - Train: 10.36% [129550/1251000] [103.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002922] [CE 4.457 (4.839)] [KD 6.082 (6.097)] 2024-10-12 01:02:16,800 - Train: 10.36% [129600/1251000] [103.6/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002922] [CE 5.052 (4.832)] [KD 6.398 (6.031)] 2024-10-12 01:02:22,809 - Train: 10.36% [129650/1251000] [103.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002922] [CE 4.856 (4.847)] [KD 5.981 (6.061)] 2024-10-12 01:02:28,747 - Train: 10.37% [129700/1251000] [103.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002922] [CE 4.953 (4.800)] [KD 6.172 (6.057)] 2024-10-12 01:02:34,833 - Train: 10.37% [129750/1251000] [103.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002922] [CE 4.816 (4.714)] [KD 5.969 (5.936)] 2024-10-12 01:02:40,699 - Train: 10.38% [129800/1251000] [103.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002922] [CE 4.534 (4.778)] [KD 5.845 (6.017)] 2024-10-12 01:02:46,820 - Train: 10.38% [129850/1251000] [103.8/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002922] [CE 4.970 (4.798)] [KD 5.848 (5.950)] 2024-10-12 01:02:52,807 - Train: 10.38% [129900/1251000] [103.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002922] [CE 4.727 (4.749)] [KD 6.112 (5.982)] 2024-10-12 01:02:58,782 - Train: 10.39% [129950/1251000] [103.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002922] [CE 4.990 (4.792)] [KD 6.135 (6.062)] 2024-10-12 01:03:04,733 - Train: 10.39% [130000/1251000] [103.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002922] [CE 4.794 (4.768)] [KD 6.117 (6.000)] 2024-10-12 01:03:10,709 - Train: 10.40% [130050/1251000] [104.0/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002922] [CE 4.776 (4.746)] [KD 6.216 (6.046)] 2024-10-12 01:03:16,660 - Train: 10.40% [130100/1251000] [104.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002921] [CE 4.522 (4.719)] [KD 5.818 (6.006)] 2024-10-12 01:03:17,115 - ==> Total time: 4:25:29 Eta: 1 day, 14:07:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:03:24,389 - Train: 10.40% [130150/1251000] [104.0/1000.0] [batch_t 0.115 (0.134)] [data_t 0.003] [optim_t 0.113] [lr 0.002921] [CE 4.679 (4.800)] [KD 5.982 (6.013)] 2024-10-12 01:03:30,487 - Train: 10.41% [130200/1251000] [104.1/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002921] [CE 4.785 (4.783)] [KD 5.965 (6.019)] 2024-10-12 01:03:36,314 - Train: 10.41% [130250/1251000] [104.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002921] [CE 4.236 (4.795)] [KD 5.717 (5.992)] 2024-10-12 01:03:42,243 - Train: 10.42% [130300/1251000] [104.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002921] [CE 4.922 (4.814)] [KD 6.253 (6.024)] 2024-10-12 01:03:48,231 - Train: 10.42% [130350/1251000] [104.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002921] [CE 4.833 (4.789)] [KD 5.751 (6.001)] 2024-10-12 01:03:54,181 - Train: 10.42% [130400/1251000] [104.2/1000.0] [batch_t 0.226 (0.119)] [data_t 0.002] [optim_t 0.224] [lr 0.002921] [CE 4.876 (4.772)] [KD 5.855 (5.987)] 2024-10-12 01:03:59,902 - Train: 10.43% [130450/1251000] [104.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002921] [CE 4.981 (4.770)] [KD 6.344 (6.098)] 2024-10-12 01:04:05,786 - Train: 10.43% [130500/1251000] [104.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002921] [CE 5.072 (4.791)] [KD 6.268 (6.021)] 2024-10-12 01:04:11,595 - Train: 10.44% [130550/1251000] [104.4/1000.0] [batch_t 0.123 (0.116)] [data_t 0.002] [optim_t 0.120] [lr 0.002921] [CE 4.464 (4.749)] [KD 5.891 (5.942)] 2024-10-12 01:04:17,799 - Train: 10.44% [130600/1251000] [104.4/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002921] [CE 4.769 (4.814)] [KD 5.874 (6.092)] 2024-10-12 01:04:23,809 - Train: 10.44% [130650/1251000] [104.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002921] [CE 4.717 (4.763)] [KD 5.861 (5.979)] 2024-10-12 01:04:29,830 - Train: 10.45% [130700/1251000] [104.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002921] [CE 4.666 (4.803)] [KD 5.985 (5.990)] 2024-10-12 01:04:36,034 - Train: 10.45% [130750/1251000] [104.5/1000.0] [batch_t 0.222 (0.124)] [data_t 0.003] [optim_t 0.219] [lr 0.002921] [CE 4.664 (4.749)] [KD 5.982 (5.953)] 2024-10-12 01:04:41,813 - Train: 10.46% [130800/1251000] [104.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002921] [CE 4.730 (4.773)] [KD 6.316 (6.099)] 2024-10-12 01:04:47,598 - Train: 10.46% [130850/1251000] [104.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002921] [CE 5.124 (4.792)] [KD 6.334 (6.066)] 2024-10-12 01:04:53,476 - Train: 10.46% [130900/1251000] [104.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002920] [CE 4.556 (4.800)] [KD 6.253 (6.039)] 2024-10-12 01:04:59,285 - Train: 10.47% [130950/1251000] [104.7/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002920] [CE 4.991 (4.760)] [KD 5.983 (6.073)] 2024-10-12 01:05:05,299 - Train: 10.47% [131000/1251000] [104.7/1000.0] [batch_t 0.230 (0.120)] [data_t 0.002] [optim_t 0.228] [lr 0.002920] [CE 4.949 (4.787)] [KD 6.140 (5.974)] 2024-10-12 01:05:11,334 - Train: 10.48% [131050/1251000] [104.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002920] [CE 4.591 (4.757)] [KD 5.795 (5.980)] 2024-10-12 01:05:17,041 - Train: 10.48% [131100/1251000] [104.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002920] [CE 4.532 (4.774)] [KD 6.071 (6.056)] 2024-10-12 01:05:22,980 - Train: 10.48% [131150/1251000] [104.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002920] [CE 4.923 (4.782)] [KD 5.822 (5.901)] 2024-10-12 01:05:28,849 - Train: 10.49% [131200/1251000] [104.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002920] [CE 5.003 (4.824)] [KD 5.897 (6.022)] 2024-10-12 01:05:34,639 - Train: 10.49% [131250/1251000] [104.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002920] [CE 4.703 (4.849)] [KD 6.178 (6.061)] 2024-10-12 01:05:40,479 - Train: 10.50% [131300/1251000] [105.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002920] [CE 4.923 (4.831)] [KD 5.858 (6.045)] 2024-10-12 01:05:46,279 - Train: 10.50% [131350/1251000] [105.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002920] [CE 5.266 (4.769)] [KD 6.154 (5.981)] 2024-10-12 01:05:51,823 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 29880] [top5_cnt 41367] [top_all 50000] 2024-10-12 01:05:51,824 - net: 59.760 (82.734) 2024-10-12 01:05:56,777 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 34905] [top5_cnt 44588] [top_all 50000] 2024-10-12 01:05:56,777 - net_E: 69.810 (89.176) 2024-10-12 01:05:56,917 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 69.810 (epoch: 105)] 2024-10-12 01:05:56,917 - ==> Total time: 4:28:09 Eta: 1 day, 14:05:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:06:06,725 - Train: 10.50% [131400/1251000] [105.0/1000.0] [batch_t 0.112 (0.128)] [data_t 0.003] [optim_t 0.110] [lr 0.002920] [CE 5.118 (4.734)] [KD 6.091 (5.901)] 2024-10-12 01:06:12,650 - Train: 10.51% [131450/1251000] [105.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002920] [CE 4.602 (4.712)] [KD 5.860 (5.929)] 2024-10-12 01:06:18,754 - Train: 10.51% [131500/1251000] [105.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002920] [CE 4.534 (4.732)] [KD 6.178 (6.009)] 2024-10-12 01:06:24,572 - Train: 10.52% [131550/1251000] [105.2/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002920] [CE 5.278 (4.751)] [KD 6.101 (5.955)] 2024-10-12 01:06:30,618 - Train: 10.52% [131600/1251000] [105.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002920] [CE 4.888 (4.753)] [KD 5.761 (6.034)] 2024-10-12 01:06:36,503 - Train: 10.52% [131650/1251000] [105.2/1000.0] [batch_t 0.125 (0.118)] [data_t 0.002] [optim_t 0.123] [lr 0.002920] [CE 4.488 (4.751)] [KD 5.785 (5.926)] 2024-10-12 01:06:42,565 - Train: 10.53% [131700/1251000] [105.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002920] [CE 5.251 (4.772)] [KD 6.099 (5.975)] 2024-10-12 01:06:48,383 - Train: 10.53% [131750/1251000] [105.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002919] [CE 5.225 (4.722)] [KD 6.321 (5.980)] 2024-10-12 01:06:54,151 - Train: 10.54% [131800/1251000] [105.4/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002919] [CE 4.472 (4.685)] [KD 5.784 (5.979)] 2024-10-12 01:07:00,056 - Train: 10.54% [131850/1251000] [105.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002919] [CE 4.966 (4.815)] [KD 6.151 (6.076)] 2024-10-12 01:07:06,184 - Train: 10.54% [131900/1251000] [105.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002919] [CE 4.403 (4.746)] [KD 5.965 (6.001)] 2024-10-12 01:07:12,026 - Train: 10.55% [131950/1251000] [105.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002919] [CE 5.021 (4.749)] [KD 5.801 (5.989)] 2024-10-12 01:07:17,982 - Train: 10.55% [132000/1251000] [105.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002919] [CE 4.772 (4.783)] [KD 5.783 (5.992)] 2024-10-12 01:07:23,880 - Train: 10.56% [132050/1251000] [105.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002919] [CE 4.830 (4.709)] [KD 5.789 (6.012)] 2024-10-12 01:07:29,760 - Train: 10.56% [132100/1251000] [105.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002919] [CE 4.426 (4.773)] [KD 5.983 (6.066)] 2024-10-12 01:07:35,679 - Train: 10.56% [132150/1251000] [105.6/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002919] [CE 4.770 (4.789)] [KD 6.133 (6.069)] 2024-10-12 01:07:41,579 - Train: 10.57% [132200/1251000] [105.7/1000.0] [batch_t 0.123 (0.118)] [data_t 0.003] [optim_t 0.121] [lr 0.002919] [CE 4.889 (4.789)] [KD 5.932 (5.995)] 2024-10-12 01:07:47,375 - Train: 10.57% [132250/1251000] [105.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002919] [CE 4.675 (4.853)] [KD 6.077 (6.083)] 2024-10-12 01:07:53,391 - Train: 10.58% [132300/1251000] [105.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002919] [CE 4.488 (4.775)] [KD 5.922 (6.044)] 2024-10-12 01:07:59,334 - Train: 10.58% [132350/1251000] [105.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002919] [CE 4.776 (4.725)] [KD 6.279 (6.036)] 2024-10-12 01:08:05,104 - Train: 10.58% [132400/1251000] [105.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002919] [CE 4.791 (4.816)] [KD 6.035 (6.104)] 2024-10-12 01:08:11,181 - Train: 10.59% [132450/1251000] [105.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002919] [CE 5.173 (4.832)] [KD 6.097 (6.067)] 2024-10-12 01:08:17,085 - Train: 10.59% [132500/1251000] [105.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002919] [CE 4.678 (4.768)] [KD 5.771 (6.079)] 2024-10-12 01:08:22,913 - Train: 10.60% [132550/1251000] [106.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002918] [CE 4.681 (4.781)] [KD 5.900 (6.049)] 2024-10-12 01:08:28,662 - Train: 10.60% [132600/1251000] [106.0/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002918] [CE 4.966 (4.832)] [KD 6.074 (6.144)] 2024-10-12 01:08:29,329 - ==> Total time: 4:30:42 Eta: 1 day, 14:03:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:08:36,142 - Train: 10.60% [132650/1251000] [106.0/1000.0] [batch_t 0.114 (0.131)] [data_t 0.002] [optim_t 0.112] [lr 0.002918] [CE 4.795 (4.824)] [KD 5.557 (6.026)] 2024-10-12 01:08:42,051 - Train: 10.61% [132700/1251000] [106.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002918] [CE 4.778 (4.802)] [KD 6.390 (6.010)] 2024-10-12 01:08:48,197 - Train: 10.61% [132750/1251000] [106.1/1000.0] [batch_t 0.277 (0.123)] [data_t 0.003] [optim_t 0.274] [lr 0.002918] [CE 5.040 (4.732)] [KD 6.299 (5.903)] 2024-10-12 01:08:54,352 - Train: 10.62% [132800/1251000] [106.2/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002918] [CE 4.557 (4.746)] [KD 5.931 (6.043)] 2024-10-12 01:09:00,052 - Train: 10.62% [132850/1251000] [106.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002918] [CE 5.112 (4.764)] [KD 6.272 (6.027)] 2024-10-12 01:09:05,850 - Train: 10.62% [132900/1251000] [106.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002918] [CE 4.988 (4.771)] [KD 6.086 (6.092)] 2024-10-12 01:09:11,851 - Train: 10.63% [132950/1251000] [106.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002918] [CE 4.647 (4.784)] [KD 6.107 (6.006)] 2024-10-12 01:09:17,605 - Train: 10.63% [133000/1251000] [106.3/1000.0] [batch_t 0.122 (0.115)] [data_t 0.003] [optim_t 0.119] [lr 0.002918] [CE 4.495 (4.771)] [KD 5.898 (6.043)] 2024-10-12 01:09:23,466 - Train: 10.64% [133050/1251000] [106.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002918] [CE 4.742 (4.714)] [KD 5.840 (5.948)] 2024-10-12 01:09:29,531 - Train: 10.64% [133100/1251000] [106.4/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002918] [CE 4.801 (4.726)] [KD 5.814 (5.922)] 2024-10-12 01:09:35,327 - Train: 10.64% [133150/1251000] [106.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002918] [CE 4.350 (4.762)] [KD 5.858 (5.899)] 2024-10-12 01:09:41,102 - Train: 10.65% [133200/1251000] [106.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002918] [CE 5.243 (4.741)] [KD 6.342 (5.924)] 2024-10-12 01:09:46,901 - Train: 10.65% [133250/1251000] [106.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002918] [CE 4.555 (4.825)] [KD 5.947 (5.991)] 2024-10-12 01:09:52,621 - Train: 10.66% [133300/1251000] [106.6/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002918] [CE 5.475 (4.784)] [KD 6.272 (6.010)] 2024-10-12 01:09:58,521 - Train: 10.66% [133350/1251000] [106.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002918] [CE 5.061 (4.745)] [KD 5.721 (5.986)] 2024-10-12 01:10:04,468 - Train: 10.66% [133400/1251000] [106.6/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002917] [CE 5.076 (4.751)] [KD 6.229 (5.984)] 2024-10-12 01:10:10,297 - Train: 10.67% [133450/1251000] [106.7/1000.0] [batch_t 0.121 (0.116)] [data_t 0.003] [optim_t 0.119] [lr 0.002917] [CE 4.649 (4.782)] [KD 6.331 (6.041)] 2024-10-12 01:10:16,282 - Train: 10.67% [133500/1251000] [106.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002917] [CE 4.787 (4.849)] [KD 5.823 (6.080)] 2024-10-12 01:10:22,321 - Train: 10.68% [133550/1251000] [106.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002917] [CE 4.631 (4.817)] [KD 5.789 (6.060)] 2024-10-12 01:10:28,329 - Train: 10.68% [133600/1251000] [106.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002917] [CE 4.980 (4.744)] [KD 6.104 (5.989)] 2024-10-12 01:10:34,429 - Train: 10.68% [133650/1251000] [106.8/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002917] [CE 5.253 (4.771)] [KD 6.257 (6.034)] 2024-10-12 01:10:40,493 - Train: 10.69% [133700/1251000] [106.9/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002917] [CE 4.520 (4.818)] [KD 6.266 (6.088)] 2024-10-12 01:10:46,379 - Train: 10.69% [133750/1251000] [106.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002917] [CE 5.373 (4.855)] [KD 6.344 (6.158)] 2024-10-12 01:10:52,560 - Train: 10.70% [133800/1251000] [107.0/1000.0] [batch_t 0.113 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002917] [CE 4.846 (4.772)] [KD 6.016 (6.052)] 2024-10-12 01:10:58,392 - Train: 10.70% [133850/1251000] [107.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002917] [CE 5.041 (4.806)] [KD 6.167 (6.104)] 2024-10-12 01:10:59,181 - ==> Total time: 4:33:11 Eta: 1 day, 14:00:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:11:05,898 - Train: 10.70% [133900/1251000] [107.0/1000.0] [batch_t 0.117 (0.130)] [data_t 0.002] [optim_t 0.115] [lr 0.002917] [CE 5.122 (4.782)] [KD 6.348 (5.967)] 2024-10-12 01:11:11,903 - Train: 10.71% [133950/1251000] [107.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002917] [CE 4.660 (4.771)] [KD 5.862 (6.002)] 2024-10-12 01:11:18,117 - Train: 10.71% [134000/1251000] [107.1/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002917] [CE 4.208 (4.752)] [KD 5.745 (6.019)] 2024-10-12 01:11:24,455 - Train: 10.72% [134050/1251000] [107.2/1000.0] [batch_t 0.117 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002917] [CE 4.760 (4.785)] [KD 6.057 (5.961)] 2024-10-12 01:11:30,267 - Train: 10.72% [134100/1251000] [107.2/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002917] [CE 4.930 (4.707)] [KD 5.953 (5.953)] 2024-10-12 01:11:36,082 - Train: 10.72% [134150/1251000] [107.2/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002917] [CE 4.601 (4.773)] [KD 6.353 (5.998)] 2024-10-12 01:11:42,272 - Train: 10.73% [134200/1251000] [107.3/1000.0] [batch_t 0.121 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002916] [CE 4.548 (4.792)] [KD 6.076 (6.086)] 2024-10-12 01:11:48,040 - Train: 10.73% [134250/1251000] [107.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002916] [CE 4.865 (4.782)] [KD 6.129 (5.972)] 2024-10-12 01:11:53,939 - Train: 10.74% [134300/1251000] [107.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002916] [CE 4.880 (4.800)] [KD 5.885 (6.110)] 2024-10-12 01:11:59,851 - Train: 10.74% [134350/1251000] [107.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002916] [CE 4.708 (4.771)] [KD 5.929 (5.995)] 2024-10-12 01:12:05,792 - Train: 10.74% [134400/1251000] [107.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002916] [CE 4.868 (4.750)] [KD 5.820 (6.073)] 2024-10-12 01:12:11,760 - Train: 10.75% [134450/1251000] [107.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002916] [CE 4.549 (4.795)] [KD 5.641 (6.074)] 2024-10-12 01:12:17,589 - Train: 10.75% [134500/1251000] [107.5/1000.0] [batch_t 0.130 (0.116)] [data_t 0.003] [optim_t 0.128] [lr 0.002916] [CE 4.851 (4.818)] [KD 6.082 (6.026)] 2024-10-12 01:12:23,445 - Train: 10.76% [134550/1251000] [107.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002916] [CE 4.524 (4.766)] [KD 5.669 (6.032)] 2024-10-12 01:12:29,443 - Train: 10.76% [134600/1251000] [107.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002916] [CE 4.146 (4.788)] [KD 5.942 (6.019)] 2024-10-12 01:12:35,316 - Train: 10.76% [134650/1251000] [107.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002916] [CE 4.677 (4.779)] [KD 5.772 (6.041)] 2024-10-12 01:12:41,195 - Train: 10.77% [134700/1251000] [107.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002916] [CE 4.709 (4.750)] [KD 5.856 (5.946)] 2024-10-12 01:12:47,031 - Train: 10.77% [134750/1251000] [107.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002916] [CE 5.095 (4.815)] [KD 6.184 (6.090)] 2024-10-12 01:12:52,887 - Train: 10.78% [134800/1251000] [107.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002916] [CE 4.621 (4.783)] [KD 5.900 (6.052)] 2024-10-12 01:12:58,723 - Train: 10.78% [134850/1251000] [107.8/1000.0] [batch_t 0.231 (0.117)] [data_t 0.002] [optim_t 0.229] [lr 0.002916] [CE 4.922 (4.779)] [KD 6.073 (6.152)] 2024-10-12 01:13:04,722 - Train: 10.78% [134900/1251000] [107.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002916] [CE 4.939 (4.775)] [KD 6.182 (5.987)] 2024-10-12 01:13:10,542 - Train: 10.79% [134950/1251000] [107.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002916] [CE 4.862 (4.723)] [KD 6.027 (6.020)] 2024-10-12 01:13:16,462 - Train: 10.79% [135000/1251000] [107.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002915] [CE 4.683 (4.730)] [KD 5.850 (5.955)] 2024-10-12 01:13:22,291 - Train: 10.80% [135050/1251000] [108.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002915] [CE 4.784 (4.764)] [KD 6.295 (6.004)] 2024-10-12 01:13:28,005 - Train: 10.80% [135100/1251000] [108.0/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.002915] [CE 4.649 (4.788)] [KD 5.883 (5.978)] 2024-10-12 01:13:28,888 - ==> Total time: 4:35:41 Eta: 1 day, 13:57:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:13:35,701 - Train: 10.80% [135150/1251000] [108.0/1000.0] [batch_t 0.115 (0.134)] [data_t 0.003] [optim_t 0.113] [lr 0.002915] [CE 4.956 (4.793)] [KD 6.089 (6.008)] 2024-10-12 01:13:41,599 - Train: 10.81% [135200/1251000] [108.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002915] [CE 4.640 (4.802)] [KD 5.672 (5.925)] 2024-10-12 01:13:47,528 - Train: 10.81% [135250/1251000] [108.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002915] [CE 4.661 (4.806)] [KD 6.083 (5.944)] 2024-10-12 01:13:53,442 - Train: 10.82% [135300/1251000] [108.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002915] [CE 4.962 (4.767)] [KD 5.897 (5.941)] 2024-10-12 01:13:59,530 - Train: 10.82% [135350/1251000] [108.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002915] [CE 5.053 (4.873)] [KD 5.668 (6.007)] 2024-10-12 01:14:05,471 - Train: 10.82% [135400/1251000] [108.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002915] [CE 4.589 (4.742)] [KD 5.788 (5.880)] 2024-10-12 01:14:11,366 - Train: 10.83% [135450/1251000] [108.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002915] [CE 4.716 (4.759)] [KD 5.963 (5.977)] 2024-10-12 01:14:17,111 - Train: 10.83% [135500/1251000] [108.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002915] [CE 4.647 (4.761)] [KD 5.813 (5.964)] 2024-10-12 01:14:23,062 - Train: 10.84% [135550/1251000] [108.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002915] [CE 4.764 (4.764)] [KD 6.239 (6.043)] 2024-10-12 01:14:29,264 - Train: 10.84% [135600/1251000] [108.4/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002915] [CE 4.774 (4.858)] [KD 6.148 (6.144)] 2024-10-12 01:14:35,424 - Train: 10.84% [135650/1251000] [108.4/1000.0] [batch_t 0.125 (0.123)] [data_t 0.003] [optim_t 0.123] [lr 0.002915] [CE 4.673 (4.815)] [KD 6.206 (6.118)] 2024-10-12 01:14:41,298 - Train: 10.85% [135700/1251000] [108.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002915] [CE 3.998 (4.722)] [KD 5.598 (5.937)] 2024-10-12 01:14:47,232 - Train: 10.85% [135750/1251000] [108.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002915] [CE 5.329 (4.833)] [KD 6.410 (6.065)] 2024-10-12 01:14:53,241 - Train: 10.86% [135800/1251000] [108.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002914] [CE 4.978 (4.809)] [KD 6.036 (6.039)] 2024-10-12 01:14:59,094 - Train: 10.86% [135850/1251000] [108.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002914] [CE 4.497 (4.806)] [KD 6.051 (6.161)] 2024-10-12 01:15:04,865 - Train: 10.86% [135900/1251000] [108.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002914] [CE 4.567 (4.733)] [KD 6.081 (6.084)] 2024-10-12 01:15:10,865 - Train: 10.87% [135950/1251000] [108.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002914] [CE 4.468 (4.774)] [KD 5.867 (6.044)] 2024-10-12 01:15:16,894 - Train: 10.87% [136000/1251000] [108.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002914] [CE 5.101 (4.776)] [KD 6.264 (6.105)] 2024-10-12 01:15:22,740 - Train: 10.88% [136050/1251000] [108.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002914] [CE 4.844 (4.709)] [KD 5.984 (5.937)] 2024-10-12 01:15:28,659 - Train: 10.88% [136100/1251000] [108.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002914] [CE 4.785 (4.740)] [KD 6.072 (6.022)] 2024-10-12 01:15:34,620 - Train: 10.88% [136150/1251000] [108.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002914] [CE 5.378 (4.824)] [KD 6.115 (6.071)] 2024-10-12 01:15:40,828 - Train: 10.89% [136200/1251000] [108.9/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002914] [CE 4.861 (4.822)] [KD 6.096 (6.091)] 2024-10-12 01:15:46,926 - Train: 10.89% [136250/1251000] [108.9/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002914] [CE 4.782 (4.793)] [KD 6.045 (6.062)] 2024-10-12 01:15:52,888 - Train: 10.90% [136300/1251000] [109.0/1000.0] [batch_t 0.216 (0.119)] [data_t 0.003] [optim_t 0.214] [lr 0.002914] [CE 4.887 (4.741)] [KD 5.749 (6.015)] 2024-10-12 01:15:58,746 - Train: 10.90% [136350/1251000] [109.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002914] [CE 4.884 (4.802)] [KD 6.191 (6.202)] 2024-10-12 01:15:59,779 - ==> Total time: 4:38:12 Eta: 1 day, 13:54:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:16:06,379 - Train: 10.90% [136400/1251000] [109.0/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002914] [CE 5.146 (4.721)] [KD 6.460 (5.985)] 2024-10-12 01:16:12,439 - Train: 10.91% [136450/1251000] [109.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002914] [CE 4.742 (4.753)] [KD 5.972 (5.983)] 2024-10-12 01:16:18,397 - Train: 10.91% [136500/1251000] [109.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002914] [CE 4.685 (4.726)] [KD 5.880 (5.919)] 2024-10-12 01:16:24,591 - Train: 10.92% [136550/1251000] [109.2/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002914] [CE 4.666 (4.738)] [KD 5.958 (5.920)] 2024-10-12 01:16:30,476 - Train: 10.92% [136600/1251000] [109.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002913] [CE 4.638 (4.755)] [KD 5.444 (6.023)] 2024-10-12 01:16:36,398 - Train: 10.92% [136650/1251000] [109.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002913] [CE 5.116 (4.749)] [KD 5.906 (5.969)] 2024-10-12 01:16:42,440 - Train: 10.93% [136700/1251000] [109.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002913] [CE 4.934 (4.788)] [KD 6.107 (5.937)] 2024-10-12 01:16:48,507 - Train: 10.93% [136750/1251000] [109.3/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002913] [CE 4.745 (4.752)] [KD 6.022 (6.015)] 2024-10-12 01:16:54,305 - Train: 10.94% [136800/1251000] [109.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002913] [CE 4.467 (4.838)] [KD 5.974 (6.065)] 2024-10-12 01:17:00,232 - Train: 10.94% [136850/1251000] [109.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002913] [CE 4.994 (4.851)] [KD 6.052 (6.115)] 2024-10-12 01:17:06,124 - Train: 10.94% [136900/1251000] [109.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002913] [CE 4.663 (4.839)] [KD 6.338 (6.054)] 2024-10-12 01:17:12,230 - Train: 10.95% [136950/1251000] [109.5/1000.0] [batch_t 0.251 (0.122)] [data_t 0.003] [optim_t 0.248] [lr 0.002913] [CE 4.620 (4.803)] [KD 5.995 (6.119)] 2024-10-12 01:17:18,053 - Train: 10.95% [137000/1251000] [109.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002913] [CE 4.915 (4.760)] [KD 5.840 (6.073)] 2024-10-12 01:17:24,103 - Train: 10.96% [137050/1251000] [109.6/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002913] [CE 4.923 (4.718)] [KD 5.894 (5.973)] 2024-10-12 01:17:30,146 - Train: 10.96% [137100/1251000] [109.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002913] [CE 4.530 (4.848)] [KD 5.913 (6.112)] 2024-10-12 01:17:36,263 - Train: 10.96% [137150/1251000] [109.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002913] [CE 4.825 (4.778)] [KD 6.086 (6.018)] 2024-10-12 01:17:42,063 - Train: 10.97% [137200/1251000] [109.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002913] [CE 5.121 (4.793)] [KD 6.309 (5.980)] 2024-10-12 01:17:47,860 - Train: 10.97% [137250/1251000] [109.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002913] [CE 4.811 (4.778)] [KD 6.147 (6.058)] 2024-10-12 01:17:53,981 - Train: 10.98% [137300/1251000] [109.8/1000.0] [batch_t 0.129 (0.122)] [data_t 0.002] [optim_t 0.126] [lr 0.002913] [CE 4.822 (4.808)] [KD 5.741 (5.990)] 2024-10-12 01:17:59,940 - Train: 10.98% [137350/1251000] [109.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002913] [CE 4.543 (4.677)] [KD 6.044 (5.925)] 2024-10-12 01:18:06,004 - Train: 10.98% [137400/1251000] [109.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002912] [CE 5.118 (4.836)] [KD 6.287 (6.056)] 2024-10-12 01:18:11,846 - Train: 10.99% [137450/1251000] [109.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002912] [CE 4.965 (4.762)] [KD 5.991 (5.950)] 2024-10-12 01:18:17,763 - Train: 10.99% [137500/1251000] [109.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002912] [CE 5.022 (4.797)] [KD 6.221 (6.101)] 2024-10-12 01:18:23,755 - Train: 11.00% [137550/1251000] [110.0/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002912] [CE 4.957 (4.742)] [KD 6.027 (6.005)] 2024-10-12 01:18:30,054 - Train: 11.00% [137600/1251000] [110.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.112] [lr 0.002912] [CE 4.870 (4.797)] [KD 6.185 (6.079)] 2024-10-12 01:18:36,039 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31131] [top5_cnt 42368] [top_all 50000] 2024-10-12 01:18:36,039 - net: 62.262 (84.736) 2024-10-12 01:18:40,920 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 34915] [top5_cnt 44629] [top_all 50000] 2024-10-12 01:18:40,921 - net_E: 69.830 (89.258) 2024-10-12 01:18:41,060 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 69.830 (epoch: 110)] 2024-10-12 01:18:41,060 - ==> Total time: 4:40:53 Eta: 1 day, 13:52:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:18:49,371 - Train: 11.00% [137650/1251000] [110.0/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002912] [CE 4.772 (4.702)] [KD 6.082 (5.907)] 2024-10-12 01:18:55,296 - Train: 11.01% [137700/1251000] [110.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002912] [CE 5.137 (4.755)] [KD 5.959 (5.960)] 2024-10-12 01:19:01,331 - Train: 11.01% [137750/1251000] [110.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002912] [CE 4.713 (4.737)] [KD 6.027 (5.905)] 2024-10-12 01:19:07,143 - Train: 11.02% [137800/1251000] [110.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002912] [CE 4.811 (4.710)] [KD 5.965 (5.953)] 2024-10-12 01:19:13,091 - Train: 11.02% [137850/1251000] [110.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002912] [CE 4.917 (4.794)] [KD 5.972 (6.088)] 2024-10-12 01:19:19,006 - Train: 11.02% [137900/1251000] [110.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002912] [CE 4.297 (4.803)] [KD 5.959 (5.956)] 2024-10-12 01:19:25,102 - Train: 11.03% [137950/1251000] [110.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002912] [CE 4.388 (4.746)] [KD 5.829 (6.032)] 2024-10-12 01:19:31,113 - Train: 11.03% [138000/1251000] [110.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002912] [CE 4.493 (4.794)] [KD 5.934 (6.019)] 2024-10-12 01:19:37,128 - Train: 11.04% [138050/1251000] [110.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002912] [CE 4.165 (4.684)] [KD 5.825 (5.946)] 2024-10-12 01:19:42,864 - Train: 11.04% [138100/1251000] [110.4/1000.0] [batch_t 0.120 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002912] [CE 4.900 (4.757)] [KD 5.859 (5.935)] 2024-10-12 01:19:48,767 - Train: 11.04% [138150/1251000] [110.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002912] [CE 5.019 (4.879)] [KD 6.001 (6.071)] 2024-10-12 01:19:54,626 - Train: 11.05% [138200/1251000] [110.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002911] [CE 4.740 (4.788)] [KD 6.126 (6.027)] 2024-10-12 01:20:00,378 - Train: 11.05% [138250/1251000] [110.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002911] [CE 4.979 (4.772)] [KD 5.905 (6.001)] 2024-10-12 01:20:06,298 - Train: 11.06% [138300/1251000] [110.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002911] [CE 4.891 (4.741)] [KD 6.256 (5.941)] 2024-10-12 01:20:12,217 - Train: 11.06% [138350/1251000] [110.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002911] [CE 4.846 (4.751)] [KD 6.093 (6.005)] 2024-10-12 01:20:18,232 - Train: 11.06% [138400/1251000] [110.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002911] [CE 4.816 (4.811)] [KD 6.332 (6.072)] 2024-10-12 01:20:24,546 - Train: 11.07% [138450/1251000] [110.7/1000.0] [batch_t 0.117 (0.126)] [data_t 0.002] [optim_t 0.115] [lr 0.002911] [CE 4.785 (4.754)] [KD 6.308 (6.011)] 2024-10-12 01:20:30,334 - Train: 11.07% [138500/1251000] [110.7/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002911] [CE 4.873 (4.799)] [KD 6.482 (6.014)] 2024-10-12 01:20:36,212 - Train: 11.08% [138550/1251000] [110.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002911] [CE 4.916 (4.719)] [KD 6.037 (6.104)] 2024-10-12 01:20:42,155 - Train: 11.08% [138600/1251000] [110.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002911] [CE 4.768 (4.798)] [KD 6.154 (6.042)] 2024-10-12 01:20:48,078 - Train: 11.08% [138650/1251000] [110.8/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002911] [CE 4.714 (4.778)] [KD 5.760 (5.998)] 2024-10-12 01:20:53,982 - Train: 11.09% [138700/1251000] [110.9/1000.0] [batch_t 0.127 (0.118)] [data_t 0.002] [optim_t 0.124] [lr 0.002911] [CE 5.011 (4.737)] [KD 6.014 (6.027)] 2024-10-12 01:21:00,131 - Train: 11.09% [138750/1251000] [110.9/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002911] [CE 4.515 (4.852)] [KD 6.043 (6.095)] 2024-10-12 01:21:06,160 - Train: 11.10% [138800/1251000] [111.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002911] [CE 4.849 (4.801)] [KD 6.285 (6.045)] 2024-10-12 01:21:12,536 - Train: 11.10% [138850/1251000] [111.0/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002911] [CE 4.843 (4.869)] [KD 6.190 (6.128)] 2024-10-12 01:21:13,909 - ==> Total time: 4:43:26 Eta: 1 day, 13:50:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:21:20,178 - Train: 11.10% [138900/1251000] [111.0/1000.0] [batch_t 0.117 (0.132)] [data_t 0.003] [optim_t 0.115] [lr 0.002911] [CE 4.680 (4.821)] [KD 6.083 (6.056)] 2024-10-12 01:21:25,989 - Train: 11.11% [138950/1251000] [111.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002911] [CE 4.536 (4.781)] [KD 5.507 (5.979)] 2024-10-12 01:21:31,813 - Train: 11.11% [139000/1251000] [111.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002910] [CE 4.953 (4.791)] [KD 6.215 (5.938)] 2024-10-12 01:21:37,841 - Train: 11.12% [139050/1251000] [111.2/1000.0] [batch_t 0.130 (0.120)] [data_t 0.002] [optim_t 0.127] [lr 0.002910] [CE 4.790 (4.769)] [KD 6.147 (6.068)] 2024-10-12 01:21:43,968 - Train: 11.12% [139100/1251000] [111.2/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002910] [CE 4.080 (4.785)] [KD 6.017 (6.033)] 2024-10-12 01:21:49,752 - Train: 11.12% [139150/1251000] [111.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002910] [CE 4.897 (4.810)] [KD 6.226 (6.078)] 2024-10-12 01:21:55,660 - Train: 11.13% [139200/1251000] [111.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002910] [CE 4.732 (4.765)] [KD 5.995 (6.031)] 2024-10-12 01:22:01,723 - Train: 11.13% [139250/1251000] [111.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002910] [CE 5.005 (4.753)] [KD 6.264 (6.037)] 2024-10-12 01:22:07,853 - Train: 11.14% [139300/1251000] [111.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002910] [CE 4.273 (4.781)] [KD 5.964 (6.002)] 2024-10-12 01:22:13,812 - Train: 11.14% [139350/1251000] [111.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002910] [CE 4.661 (4.854)] [KD 5.906 (6.109)] 2024-10-12 01:22:19,626 - Train: 11.14% [139400/1251000] [111.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002910] [CE 4.996 (4.737)] [KD 6.099 (5.977)] 2024-10-12 01:22:25,541 - Train: 11.15% [139450/1251000] [111.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002910] [CE 4.587 (4.752)] [KD 6.006 (5.985)] 2024-10-12 01:22:31,524 - Train: 11.15% [139500/1251000] [111.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002910] [CE 4.601 (4.755)] [KD 6.086 (5.965)] 2024-10-12 01:22:37,510 - Train: 11.16% [139550/1251000] [111.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002910] [CE 5.031 (4.792)] [KD 6.173 (5.981)] 2024-10-12 01:22:43,587 - Train: 11.16% [139600/1251000] [111.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002910] [CE 4.567 (4.755)] [KD 5.835 (5.961)] 2024-10-12 01:22:49,607 - Train: 11.16% [139650/1251000] [111.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002910] [CE 5.008 (4.824)] [KD 6.245 (5.923)] 2024-10-12 01:22:55,860 - Train: 11.17% [139700/1251000] [111.7/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002910] [CE 5.375 (4.752)] [KD 6.433 (6.019)] 2024-10-12 01:23:01,651 - Train: 11.17% [139750/1251000] [111.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002909] [CE 4.944 (4.716)] [KD 5.936 (5.875)] 2024-10-12 01:23:07,488 - Train: 11.18% [139800/1251000] [111.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002909] [CE 4.420 (4.772)] [KD 5.868 (5.922)] 2024-10-12 01:23:13,446 - Train: 11.18% [139850/1251000] [111.8/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002909] [CE 4.783 (4.763)] [KD 6.035 (6.021)] 2024-10-12 01:23:19,504 - Train: 11.18% [139900/1251000] [111.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002909] [CE 4.341 (4.795)] [KD 5.740 (5.964)] 2024-10-12 01:23:25,517 - Train: 11.19% [139950/1251000] [111.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002909] [CE 4.604 (4.772)] [KD 6.057 (6.013)] 2024-10-12 01:23:31,583 - Train: 11.19% [140000/1251000] [111.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002909] [CE 4.901 (4.720)] [KD 5.985 (5.983)] 2024-10-12 01:23:37,532 - Train: 11.20% [140050/1251000] [112.0/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002909] [CE 4.828 (4.760)] [KD 5.952 (5.950)] 2024-10-12 01:23:43,409 - Train: 11.20% [140100/1251000] [112.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002909] [CE 4.898 (4.726)] [KD 6.190 (6.037)] 2024-10-12 01:23:44,881 - ==> Total time: 4:45:57 Eta: 1 day, 13:47:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:23:51,476 - Train: 11.20% [140150/1251000] [112.0/1000.0] [batch_t 0.115 (0.130)] [data_t 0.002] [optim_t 0.113] [lr 0.002909] [CE 4.553 (4.715)] [KD 5.616 (5.993)] 2024-10-12 01:23:57,305 - Train: 11.21% [140200/1251000] [112.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002909] [CE 4.257 (4.723)] [KD 5.911 (5.866)] 2024-10-12 01:24:03,290 - Train: 11.21% [140250/1251000] [112.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002909] [CE 4.783 (4.766)] [KD 6.045 (6.024)] 2024-10-12 01:24:09,133 - Train: 11.22% [140300/1251000] [112.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002909] [CE 4.842 (4.813)] [KD 5.854 (6.019)] 2024-10-12 01:24:15,098 - Train: 11.22% [140350/1251000] [112.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002909] [CE 5.112 (4.750)] [KD 6.245 (6.029)] 2024-10-12 01:24:21,374 - Train: 11.22% [140400/1251000] [112.2/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002909] [CE 4.959 (4.778)] [KD 5.841 (6.001)] 2024-10-12 01:24:27,335 - Train: 11.23% [140450/1251000] [112.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002909] [CE 4.959 (4.780)] [KD 5.918 (5.979)] 2024-10-12 01:24:33,156 - Train: 11.23% [140500/1251000] [112.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002909] [CE 4.622 (4.731)] [KD 5.955 (5.945)] 2024-10-12 01:24:39,297 - Train: 11.24% [140550/1251000] [112.4/1000.0] [batch_t 0.124 (0.123)] [data_t 0.003] [optim_t 0.121] [lr 0.002908] [CE 5.116 (4.790)] [KD 6.100 (6.055)] 2024-10-12 01:24:45,219 - Train: 11.24% [140600/1251000] [112.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002908] [CE 4.301 (4.698)] [KD 5.881 (5.958)] 2024-10-12 01:24:51,111 - Train: 11.24% [140650/1251000] [112.4/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002908] [CE 4.701 (4.706)] [KD 5.870 (5.934)] 2024-10-12 01:24:57,183 - Train: 11.25% [140700/1251000] [112.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002908] [CE 5.246 (4.756)] [KD 6.376 (5.977)] 2024-10-12 01:25:03,031 - Train: 11.25% [140750/1251000] [112.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002908] [CE 5.510 (4.782)] [KD 6.662 (5.967)] 2024-10-12 01:25:09,322 - Train: 11.25% [140800/1251000] [112.5/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002908] [CE 4.764 (4.750)] [KD 6.277 (6.024)] 2024-10-12 01:25:15,196 - Train: 11.26% [140850/1251000] [112.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002908] [CE 4.768 (4.810)] [KD 5.932 (6.042)] 2024-10-12 01:25:21,047 - Train: 11.26% [140900/1251000] [112.6/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002908] [CE 4.475 (4.838)] [KD 6.055 (6.071)] 2024-10-12 01:25:26,854 - Train: 11.27% [140950/1251000] [112.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002908] [CE 4.893 (4.764)] [KD 5.932 (6.031)] 2024-10-12 01:25:32,945 - Train: 11.27% [141000/1251000] [112.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002908] [CE 4.746 (4.718)] [KD 5.899 (5.954)] 2024-10-12 01:25:38,881 - Train: 11.27% [141050/1251000] [112.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002908] [CE 4.046 (4.804)] [KD 5.582 (6.102)] 2024-10-12 01:25:44,823 - Train: 11.28% [141100/1251000] [112.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002908] [CE 4.540 (4.800)] [KD 6.226 (6.099)] 2024-10-12 01:25:50,858 - Train: 11.28% [141150/1251000] [112.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002908] [CE 4.801 (4.781)] [KD 6.182 (6.073)] 2024-10-12 01:25:56,815 - Train: 11.29% [141200/1251000] [112.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002908] [CE 4.877 (4.771)] [KD 6.206 (5.983)] 2024-10-12 01:26:02,821 - Train: 11.29% [141250/1251000] [112.9/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002908] [CE 4.714 (4.812)] [KD 6.123 (6.067)] 2024-10-12 01:26:08,811 - Train: 11.29% [141300/1251000] [112.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002907] [CE 4.800 (4.796)] [KD 6.023 (5.961)] 2024-10-12 01:26:14,745 - Train: 11.30% [141350/1251000] [113.0/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002907] [CE 4.733 (4.729)] [KD 5.921 (5.925)] 2024-10-12 01:26:16,309 - ==> Total time: 4:48:28 Eta: 1 day, 13:44:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:26:22,742 - Train: 11.30% [141400/1251000] [113.0/1000.0] [batch_t 0.117 (0.133)] [data_t 0.003] [optim_t 0.114] [lr 0.002907] [CE 4.678 (4.718)] [KD 5.853 (6.038)] 2024-10-12 01:26:28,978 - Train: 11.31% [141450/1251000] [113.1/1000.0] [batch_t 0.270 (0.125)] [data_t 0.002] [optim_t 0.268] [lr 0.002907] [CE 4.337 (4.765)] [KD 6.316 (5.918)] 2024-10-12 01:26:34,762 - Train: 11.31% [141500/1251000] [113.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002907] [CE 5.155 (4.861)] [KD 5.644 (6.100)] 2024-10-12 01:26:40,776 - Train: 11.31% [141550/1251000] [113.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002907] [CE 4.534 (4.832)] [KD 5.602 (5.961)] 2024-10-12 01:26:46,751 - Train: 11.32% [141600/1251000] [113.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002907] [CE 4.675 (4.677)] [KD 5.817 (5.934)] 2024-10-12 01:26:52,745 - Train: 11.32% [141650/1251000] [113.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002907] [CE 4.064 (4.773)] [KD 5.552 (5.947)] 2024-10-12 01:26:58,662 - Train: 11.33% [141700/1251000] [113.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002907] [CE 4.649 (4.720)] [KD 5.757 (5.988)] 2024-10-12 01:27:04,637 - Train: 11.33% [141750/1251000] [113.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002907] [CE 4.814 (4.729)] [KD 5.944 (6.004)] 2024-10-12 01:27:10,854 - Train: 11.33% [141800/1251000] [113.3/1000.0] [batch_t 0.123 (0.124)] [data_t 0.003] [optim_t 0.121] [lr 0.002907] [CE 4.718 (4.775)] [KD 6.150 (6.109)] 2024-10-12 01:27:16,867 - Train: 11.34% [141850/1251000] [113.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002907] [CE 4.986 (4.767)] [KD 5.950 (6.018)] 2024-10-12 01:27:22,923 - Train: 11.34% [141900/1251000] [113.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002907] [CE 4.912 (4.715)] [KD 6.314 (5.996)] 2024-10-12 01:27:28,795 - Train: 11.35% [141950/1251000] [113.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002907] [CE 5.293 (4.783)] [KD 6.163 (5.975)] 2024-10-12 01:27:34,811 - Train: 11.35% [142000/1251000] [113.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002907] [CE 5.126 (4.828)] [KD 5.984 (6.045)] 2024-10-12 01:27:40,858 - Train: 11.35% [142050/1251000] [113.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002907] [CE 4.660 (4.837)] [KD 5.759 (6.047)] 2024-10-12 01:27:46,814 - Train: 11.36% [142100/1251000] [113.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002906] [CE 4.874 (4.701)] [KD 5.939 (5.946)] 2024-10-12 01:27:52,713 - Train: 11.36% [142150/1251000] [113.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002906] [CE 4.901 (4.734)] [KD 5.904 (5.981)] 2024-10-12 01:27:58,707 - Train: 11.37% [142200/1251000] [113.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002906] [CE 4.831 (4.803)] [KD 6.153 (6.014)] 2024-10-12 01:28:04,949 - Train: 11.37% [142250/1251000] [113.7/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002906] [CE 5.066 (4.768)] [KD 6.100 (5.924)] 2024-10-12 01:28:11,041 - Train: 11.37% [142300/1251000] [113.7/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002906] [CE 4.997 (4.770)] [KD 5.993 (5.989)] 2024-10-12 01:28:16,936 - Train: 11.38% [142350/1251000] [113.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002906] [CE 4.150 (4.797)] [KD 5.494 (5.987)] 2024-10-12 01:28:22,996 - Train: 11.38% [142400/1251000] [113.8/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.120] [lr 0.002906] [CE 4.731 (4.779)] [KD 6.071 (6.016)] 2024-10-12 01:28:29,059 - Train: 11.39% [142450/1251000] [113.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002906] [CE 4.843 (4.830)] [KD 6.141 (6.141)] 2024-10-12 01:28:35,073 - Train: 11.39% [142500/1251000] [113.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002906] [CE 5.397 (4.790)] [KD 6.030 (5.972)] 2024-10-12 01:28:41,059 - Train: 11.39% [142550/1251000] [113.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002906] [CE 5.113 (4.761)] [KD 6.259 (5.928)] 2024-10-12 01:28:46,932 - Train: 11.40% [142600/1251000] [114.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002906] [CE 4.816 (4.747)] [KD 5.966 (5.980)] 2024-10-12 01:28:48,547 - ==> Total time: 4:51:01 Eta: 1 day, 13:41:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:28:54,984 - Train: 11.40% [142650/1251000] [114.0/1000.0] [batch_t 0.121 (0.141)] [data_t 0.003] [optim_t 0.118] [lr 0.002906] [CE 5.071 (4.682)] [KD 6.132 (5.916)] 2024-10-12 01:29:00,873 - Train: 11.41% [142700/1251000] [114.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002906] [CE 5.043 (4.718)] [KD 5.940 (5.986)] 2024-10-12 01:29:06,987 - Train: 11.41% [142750/1251000] [114.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002906] [CE 4.649 (4.772)] [KD 5.865 (5.968)] 2024-10-12 01:29:13,158 - Train: 11.41% [142800/1251000] [114.1/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002906] [CE 4.617 (4.829)] [KD 6.110 (5.983)] 2024-10-12 01:29:19,023 - Train: 11.42% [142850/1251000] [114.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002905] [CE 4.647 (4.708)] [KD 6.017 (5.887)] 2024-10-12 01:29:24,802 - Train: 11.42% [142900/1251000] [114.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002905] [CE 5.171 (4.751)] [KD 6.015 (6.016)] 2024-10-12 01:29:30,968 - Train: 11.43% [142950/1251000] [114.3/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002905] [CE 4.305 (4.786)] [KD 5.474 (5.919)] 2024-10-12 01:29:36,967 - Train: 11.43% [143000/1251000] [114.3/1000.0] [batch_t 0.237 (0.120)] [data_t 0.003] [optim_t 0.235] [lr 0.002905] [CE 5.050 (4.767)] [KD 6.429 (5.929)] 2024-10-12 01:29:42,854 - Train: 11.43% [143050/1251000] [114.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002905] [CE 4.747 (4.818)] [KD 6.347 (6.058)] 2024-10-12 01:29:48,831 - Train: 11.44% [143100/1251000] [114.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002905] [CE 5.091 (4.853)] [KD 6.158 (6.036)] 2024-10-12 01:29:54,729 - Train: 11.44% [143150/1251000] [114.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002905] [CE 4.952 (4.800)] [KD 5.836 (5.894)] 2024-10-12 01:30:00,663 - Train: 11.45% [143200/1251000] [114.5/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002905] [CE 4.781 (4.758)] [KD 6.214 (6.012)] 2024-10-12 01:30:06,644 - Train: 11.45% [143250/1251000] [114.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002905] [CE 4.719 (4.805)] [KD 5.909 (6.065)] 2024-10-12 01:30:12,601 - Train: 11.45% [143300/1251000] [114.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002905] [CE 5.027 (4.810)] [KD 6.004 (6.059)] 2024-10-12 01:30:18,495 - Train: 11.46% [143350/1251000] [114.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002905] [CE 4.434 (4.713)] [KD 5.864 (5.961)] 2024-10-12 01:30:24,509 - Train: 11.46% [143400/1251000] [114.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002905] [CE 4.868 (4.739)] [KD 5.878 (5.965)] 2024-10-12 01:30:30,290 - Train: 11.47% [143450/1251000] [114.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002905] [CE 4.723 (4.734)] [KD 6.285 (5.996)] 2024-10-12 01:30:36,403 - Train: 11.47% [143500/1251000] [114.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002905] [CE 5.126 (4.780)] [KD 6.659 (6.018)] 2024-10-12 01:30:42,191 - Train: 11.47% [143550/1251000] [114.7/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002905] [CE 4.769 (4.799)] [KD 5.932 (5.984)] 2024-10-12 01:30:48,197 - Train: 11.48% [143600/1251000] [114.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002904] [CE 4.692 (4.678)] [KD 5.974 (5.996)] 2024-10-12 01:30:54,212 - Train: 11.48% [143650/1251000] [114.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002904] [CE 4.899 (4.747)] [KD 6.300 (6.063)] 2024-10-12 01:31:00,124 - Train: 11.49% [143700/1251000] [114.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002904] [CE 4.380 (4.766)] [KD 5.939 (5.944)] 2024-10-12 01:31:06,048 - Train: 11.49% [143750/1251000] [114.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002904] [CE 4.662 (4.812)] [KD 6.024 (6.003)] 2024-10-12 01:31:12,247 - Train: 11.49% [143800/1251000] [114.9/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002904] [CE 4.948 (4.744)] [KD 5.889 (6.033)] 2024-10-12 01:31:18,133 - Train: 11.50% [143850/1251000] [115.0/1000.0] [batch_t 0.123 (0.118)] [data_t 0.010] [optim_t 0.113] [lr 0.002904] [CE 5.401 (4.766)] [KD 6.464 (6.039)] 2024-10-12 01:31:24,763 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.091)] [top1_cnt 30564] [top5_cnt 42007] [top_all 50000] 2024-10-12 01:31:24,764 - net: 61.128 (84.014) 2024-10-12 01:31:29,809 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35000] [top5_cnt 44658] [top_all 50000] 2024-10-12 01:31:29,810 - net_E: 70.000 (89.316) 2024-10-12 01:31:29,951 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 70.000 (epoch: 115)] 2024-10-12 01:31:29,951 - ==> Total time: 4:53:42 Eta: 1 day, 13:40:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:31:37,977 - Train: 11.50% [143900/1251000] [115.0/1000.0] [batch_t 0.120 (0.132)] [data_t 0.002] [optim_t 0.118] [lr 0.002904] [CE 5.116 (4.851)] [KD 5.924 (5.960)] 2024-10-12 01:31:44,225 - Train: 11.51% [143950/1251000] [115.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002904] [CE 4.696 (4.649)] [KD 5.861 (5.887)] 2024-10-12 01:31:50,242 - Train: 11.51% [144000/1251000] [115.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002904] [CE 5.154 (4.807)] [KD 6.193 (5.966)] 2024-10-12 01:31:56,050 - Train: 11.51% [144050/1251000] [115.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002904] [CE 5.204 (4.798)] [KD 5.812 (5.923)] 2024-10-12 01:32:02,027 - Train: 11.52% [144100/1251000] [115.2/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002904] [CE 4.667 (4.770)] [KD 5.737 (5.942)] 2024-10-12 01:32:08,029 - Train: 11.52% [144150/1251000] [115.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002904] [CE 4.686 (4.764)] [KD 5.986 (6.006)] 2024-10-12 01:32:13,789 - Train: 11.53% [144200/1251000] [115.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002904] [CE 4.691 (4.810)] [KD 6.207 (6.033)] 2024-10-12 01:32:19,864 - Train: 11.53% [144250/1251000] [115.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002904] [CE 4.806 (4.747)] [KD 5.813 (6.035)] 2024-10-12 01:32:25,662 - Train: 11.53% [144300/1251000] [115.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002904] [CE 4.784 (4.798)] [KD 6.093 (5.987)] 2024-10-12 01:32:31,717 - Train: 11.54% [144350/1251000] [115.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002903] [CE 5.439 (4.760)] [KD 6.292 (5.932)] 2024-10-12 01:32:37,723 - Train: 11.54% [144400/1251000] [115.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002903] [CE 4.673 (4.720)] [KD 6.042 (5.951)] 2024-10-12 01:32:43,642 - Train: 11.55% [144450/1251000] [115.5/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002903] [CE 4.588 (4.794)] [KD 6.128 (6.032)] 2024-10-12 01:32:49,426 - Train: 11.55% [144500/1251000] [115.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002903] [CE 4.806 (4.734)] [KD 5.765 (5.889)] 2024-10-12 01:32:55,247 - Train: 11.55% [144550/1251000] [115.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002903] [CE 4.809 (4.800)] [KD 5.698 (6.036)] 2024-10-12 01:33:01,334 - Train: 11.56% [144600/1251000] [115.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002903] [CE 5.021 (4.785)] [KD 6.129 (6.037)] 2024-10-12 01:33:07,460 - Train: 11.56% [144650/1251000] [115.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002903] [CE 4.549 (4.818)] [KD 5.950 (5.995)] 2024-10-12 01:33:13,363 - Train: 11.57% [144700/1251000] [115.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002903] [CE 4.955 (4.754)] [KD 6.235 (5.959)] 2024-10-12 01:33:19,443 - Train: 11.57% [144750/1251000] [115.7/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002903] [CE 4.540 (4.794)] [KD 6.504 (6.066)] 2024-10-12 01:33:25,617 - Train: 11.57% [144800/1251000] [115.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002903] [CE 4.502 (4.770)] [KD 5.768 (5.984)] 2024-10-12 01:33:31,468 - Train: 11.58% [144850/1251000] [115.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002903] [CE 4.865 (4.799)] [KD 6.378 (5.999)] 2024-10-12 01:33:37,217 - Train: 11.58% [144900/1251000] [115.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002903] [CE 4.926 (4.820)] [KD 5.894 (6.068)] 2024-10-12 01:33:42,989 - Train: 11.59% [144950/1251000] [115.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002903] [CE 4.556 (4.828)] [KD 6.032 (6.042)] 2024-10-12 01:33:48,832 - Train: 11.59% [145000/1251000] [115.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002903] [CE 4.680 (4.760)] [KD 6.001 (5.978)] 2024-10-12 01:33:54,797 - Train: 11.59% [145050/1251000] [115.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002903] [CE 5.434 (4.774)] [KD 6.376 (6.028)] 2024-10-12 01:34:00,864 - Train: 11.60% [145100/1251000] [116.0/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002903] [CE 4.650 (4.803)] [KD 5.792 (6.019)] 2024-10-12 01:34:02,757 - ==> Total time: 4:56:15 Eta: 1 day, 13:37:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:34:10,224 - Train: 11.60% [145150/1251000] [116.0/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002902] [CE 5.002 (4.837)] [KD 6.019 (6.014)] 2024-10-12 01:34:16,371 - Train: 11.61% [145200/1251000] [116.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002902] [CE 4.648 (4.713)] [KD 5.962 (5.898)] 2024-10-12 01:34:22,340 - Train: 11.61% [145250/1251000] [116.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002902] [CE 5.095 (4.721)] [KD 6.158 (5.942)] 2024-10-12 01:34:28,164 - Train: 11.61% [145300/1251000] [116.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002902] [CE 4.468 (4.821)] [KD 6.070 (6.073)] 2024-10-12 01:34:33,972 - Train: 11.62% [145350/1251000] [116.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002902] [CE 4.606 (4.766)] [KD 6.051 (5.933)] 2024-10-12 01:34:40,122 - Train: 11.62% [145400/1251000] [116.2/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002902] [CE 4.102 (4.761)] [KD 5.828 (5.952)] 2024-10-12 01:34:46,439 - Train: 11.63% [145450/1251000] [116.3/1000.0] [batch_t 0.118 (0.126)] [data_t 0.002] [optim_t 0.115] [lr 0.002902] [CE 4.792 (4.737)] [KD 6.424 (5.930)] 2024-10-12 01:34:52,373 - Train: 11.63% [145500/1251000] [116.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002902] [CE 4.169 (4.817)] [KD 5.583 (6.090)] 2024-10-12 01:34:58,192 - Train: 11.63% [145550/1251000] [116.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002902] [CE 4.710 (4.815)] [KD 6.078 (6.051)] 2024-10-12 01:35:04,258 - Train: 11.64% [145600/1251000] [116.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002902] [CE 4.489 (4.764)] [KD 5.814 (6.006)] 2024-10-12 01:35:10,457 - Train: 11.64% [145650/1251000] [116.4/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002902] [CE 4.838 (4.691)] [KD 5.887 (5.932)] 2024-10-12 01:35:16,288 - Train: 11.65% [145700/1251000] [116.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002902] [CE 4.607 (4.764)] [KD 5.983 (5.876)] 2024-10-12 01:35:22,406 - Train: 11.65% [145750/1251000] [116.5/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002902] [CE 4.426 (4.773)] [KD 5.841 (5.952)] 2024-10-12 01:35:28,287 - Train: 11.65% [145800/1251000] [116.5/1000.0] [batch_t 0.125 (0.118)] [data_t 0.003] [optim_t 0.123] [lr 0.002902] [CE 5.247 (4.726)] [KD 6.190 (5.911)] 2024-10-12 01:35:34,404 - Train: 11.66% [145850/1251000] [116.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002902] [CE 4.819 (4.708)] [KD 5.979 (5.926)] 2024-10-12 01:35:40,349 - Train: 11.66% [145900/1251000] [116.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002901] [CE 4.981 (4.677)] [KD 6.056 (5.919)] 2024-10-12 01:35:46,276 - Train: 11.67% [145950/1251000] [116.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002901] [CE 4.470 (4.732)] [KD 5.857 (5.975)] 2024-10-12 01:35:52,069 - Train: 11.67% [146000/1251000] [116.7/1000.0] [batch_t 0.125 (0.116)] [data_t 0.002] [optim_t 0.122] [lr 0.002901] [CE 4.990 (4.794)] [KD 5.904 (5.944)] 2024-10-12 01:35:58,334 - Train: 11.67% [146050/1251000] [116.7/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002901] [CE 4.558 (4.811)] [KD 6.115 (6.019)] 2024-10-12 01:36:04,347 - Train: 11.68% [146100/1251000] [116.8/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002901] [CE 4.498 (4.854)] [KD 5.748 (5.974)] 2024-10-12 01:36:10,276 - Train: 11.68% [146150/1251000] [116.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002901] [CE 4.860 (4.743)] [KD 6.406 (5.914)] 2024-10-12 01:36:16,101 - Train: 11.69% [146200/1251000] [116.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002901] [CE 5.312 (4.754)] [KD 5.914 (6.032)] 2024-10-12 01:36:22,163 - Train: 11.69% [146250/1251000] [116.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002901] [CE 4.871 (4.707)] [KD 6.091 (5.963)] 2024-10-12 01:36:28,388 - Train: 11.69% [146300/1251000] [116.9/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002901] [CE 5.093 (4.806)] [KD 6.335 (6.020)] 2024-10-12 01:36:34,369 - Train: 11.70% [146350/1251000] [117.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002901] [CE 4.680 (4.785)] [KD 5.872 (6.008)] 2024-10-12 01:36:36,313 - ==> Total time: 4:58:48 Eta: 1 day, 13:35:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:36:41,804 - Train: 11.70% [146400/1251000] [117.0/1000.0] [batch_t 0.115 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002901] [CE 4.573 (4.674)] [KD 6.070 (5.906)] 2024-10-12 01:36:47,897 - Train: 11.71% [146450/1251000] [117.1/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002901] [CE 4.802 (4.781)] [KD 6.005 (5.951)] 2024-10-12 01:36:53,805 - Train: 11.71% [146500/1251000] [117.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002901] [CE 4.835 (4.748)] [KD 6.049 (5.954)] 2024-10-12 01:36:59,928 - Train: 11.71% [146550/1251000] [117.1/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002901] [CE 4.726 (4.737)] [KD 6.222 (5.882)] 2024-10-12 01:37:05,971 - Train: 11.72% [146600/1251000] [117.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002900] [CE 5.263 (4.787)] [KD 6.106 (5.920)] 2024-10-12 01:37:12,179 - Train: 11.72% [146650/1251000] [117.2/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002900] [CE 4.209 (4.752)] [KD 5.565 (5.935)] 2024-10-12 01:37:18,620 - Train: 11.73% [146700/1251000] [117.3/1000.0] [batch_t 0.117 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.002900] [CE 5.194 (4.753)] [KD 6.032 (5.929)] 2024-10-12 01:37:24,786 - Train: 11.73% [146750/1251000] [117.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002900] [CE 4.861 (4.823)] [KD 6.094 (6.037)] 2024-10-12 01:37:30,720 - Train: 11.73% [146800/1251000] [117.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002900] [CE 4.861 (4.764)] [KD 5.865 (6.019)] 2024-10-12 01:37:36,563 - Train: 11.74% [146850/1251000] [117.4/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002900] [CE 4.804 (4.776)] [KD 6.056 (5.981)] 2024-10-12 01:37:42,544 - Train: 11.74% [146900/1251000] [117.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002900] [CE 4.530 (4.745)] [KD 6.004 (5.967)] 2024-10-12 01:37:48,427 - Train: 11.75% [146950/1251000] [117.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002900] [CE 4.816 (4.740)] [KD 6.089 (6.003)] 2024-10-12 01:37:54,664 - Train: 11.75% [147000/1251000] [117.5/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002900] [CE 4.866 (4.739)] [KD 6.274 (5.984)] 2024-10-12 01:38:00,715 - Train: 11.75% [147050/1251000] [117.5/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002900] [CE 4.693 (4.736)] [KD 6.086 (5.912)] 2024-10-12 01:38:07,103 - Train: 11.76% [147100/1251000] [117.6/1000.0] [batch_t 0.121 (0.128)] [data_t 0.002] [optim_t 0.119] [lr 0.002900] [CE 4.474 (4.700)] [KD 6.095 (5.914)] 2024-10-12 01:38:13,415 - Train: 11.76% [147150/1251000] [117.6/1000.0] [batch_t 0.119 (0.126)] [data_t 0.002] [optim_t 0.116] [lr 0.002900] [CE 4.485 (4.769)] [KD 6.024 (5.925)] 2024-10-12 01:38:19,539 - Train: 11.77% [147200/1251000] [117.7/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002900] [CE 4.732 (4.725)] [KD 6.037 (5.896)] 2024-10-12 01:38:25,521 - Train: 11.77% [147250/1251000] [117.7/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002900] [CE 5.149 (4.775)] [KD 6.105 (5.941)] 2024-10-12 01:38:31,871 - Train: 11.77% [147300/1251000] [117.7/1000.0] [batch_t 0.121 (0.127)] [data_t 0.002] [optim_t 0.119] [lr 0.002900] [CE 4.883 (4.782)] [KD 5.923 (6.056)] 2024-10-12 01:38:37,975 - Train: 11.78% [147350/1251000] [117.8/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.002899] [CE 4.671 (4.763)] [KD 5.739 (6.098)] 2024-10-12 01:38:44,217 - Train: 11.78% [147400/1251000] [117.8/1000.0] [batch_t 0.123 (0.125)] [data_t 0.002] [optim_t 0.120] [lr 0.002899] [CE 4.664 (4.773)] [KD 5.465 (5.917)] 2024-10-12 01:38:50,466 - Train: 11.79% [147450/1251000] [117.9/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.002899] [CE 4.948 (4.751)] [KD 6.023 (5.993)] 2024-10-12 01:38:56,576 - Train: 11.79% [147500/1251000] [117.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002899] [CE 4.468 (4.827)] [KD 5.655 (6.042)] 2024-10-12 01:39:02,953 - Train: 11.79% [147550/1251000] [117.9/1000.0] [batch_t 0.117 (0.127)] [data_t 0.003] [optim_t 0.114] [lr 0.002899] [CE 5.162 (4.781)] [KD 6.143 (6.064)] 2024-10-12 01:39:09,047 - Train: 11.80% [147600/1251000] [118.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002899] [CE 4.041 (4.781)] [KD 5.891 (6.029)] 2024-10-12 01:39:11,159 - ==> Total time: 5:01:23 Eta: 1 day, 13:32:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:39:16,879 - Train: 11.80% [147650/1251000] [118.0/1000.0] [batch_t 0.116 (0.129)] [data_t 0.002] [optim_t 0.114] [lr 0.002899] [CE 4.533 (4.699)] [KD 5.934 (5.945)] 2024-10-12 01:39:22,715 - Train: 11.81% [147700/1251000] [118.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002899] [CE 4.847 (4.784)] [KD 5.961 (5.944)] 2024-10-12 01:39:28,597 - Train: 11.81% [147750/1251000] [118.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002899] [CE 5.088 (4.791)] [KD 6.318 (5.935)] 2024-10-12 01:39:34,674 - Train: 11.81% [147800/1251000] [118.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002899] [CE 4.539 (4.732)] [KD 5.778 (5.870)] 2024-10-12 01:39:40,928 - Train: 11.82% [147850/1251000] [118.2/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002899] [CE 4.235 (4.763)] [KD 5.588 (5.861)] 2024-10-12 01:39:46,817 - Train: 11.82% [147900/1251000] [118.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002899] [CE 5.129 (4.827)] [KD 5.926 (6.072)] 2024-10-12 01:39:52,809 - Train: 11.83% [147950/1251000] [118.3/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002899] [CE 5.184 (4.796)] [KD 5.969 (6.013)] 2024-10-12 01:39:58,888 - Train: 11.83% [148000/1251000] [118.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002899] [CE 4.944 (4.737)] [KD 6.305 (5.986)] 2024-10-12 01:40:04,858 - Train: 11.83% [148050/1251000] [118.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002899] [CE 4.725 (4.791)] [KD 6.030 (6.064)] 2024-10-12 01:40:10,806 - Train: 11.84% [148100/1251000] [118.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002898] [CE 4.305 (4.774)] [KD 6.173 (5.996)] 2024-10-12 01:40:16,698 - Train: 11.84% [148150/1251000] [118.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002898] [CE 4.941 (4.781)] [KD 6.150 (5.966)] 2024-10-12 01:40:22,750 - Train: 11.85% [148200/1251000] [118.5/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002898] [CE 4.821 (4.780)] [KD 5.955 (5.998)] 2024-10-12 01:40:28,653 - Train: 11.85% [148250/1251000] [118.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002898] [CE 4.456 (4.704)] [KD 5.870 (5.937)] 2024-10-12 01:40:34,447 - Train: 11.85% [148300/1251000] [118.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002898] [CE 4.851 (4.750)] [KD 5.973 (5.926)] 2024-10-12 01:40:40,355 - Train: 11.86% [148350/1251000] [118.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002898] [CE 4.655 (4.839)] [KD 5.926 (6.074)] 2024-10-12 01:40:46,503 - Train: 11.86% [148400/1251000] [118.6/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002898] [CE 5.119 (4.760)] [KD 6.443 (6.016)] 2024-10-12 01:40:52,284 - Train: 11.87% [148450/1251000] [118.7/1000.0] [batch_t 0.122 (0.115)] [data_t 0.003] [optim_t 0.119] [lr 0.002898] [CE 4.643 (4.787)] [KD 5.843 (6.008)] 2024-10-12 01:40:58,285 - Train: 11.87% [148500/1251000] [118.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002898] [CE 4.738 (4.797)] [KD 5.921 (6.000)] 2024-10-12 01:41:04,082 - Train: 11.87% [148550/1251000] [118.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002898] [CE 4.977 (4.781)] [KD 6.297 (6.031)] 2024-10-12 01:41:09,883 - Train: 11.88% [148600/1251000] [118.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002898] [CE 4.695 (4.753)] [KD 6.229 (5.998)] 2024-10-12 01:41:15,954 - Train: 11.88% [148650/1251000] [118.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002898] [CE 4.502 (4.770)] [KD 6.129 (5.986)] 2024-10-12 01:41:22,257 - Train: 11.89% [148700/1251000] [118.9/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002898] [CE 4.612 (4.747)] [KD 6.381 (6.013)] 2024-10-12 01:41:28,088 - Train: 11.89% [148750/1251000] [118.9/1000.0] [batch_t 0.124 (0.117)] [data_t 0.003] [optim_t 0.121] [lr 0.002898] [CE 4.776 (4.788)] [KD 6.068 (6.009)] 2024-10-12 01:41:33,982 - Train: 11.89% [148800/1251000] [118.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002898] [CE 5.090 (4.825)] [KD 6.378 (6.008)] 2024-10-12 01:41:40,023 - Train: 11.90% [148850/1251000] [119.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002897] [CE 4.541 (4.791)] [KD 5.766 (6.094)] 2024-10-12 01:41:42,177 - ==> Total time: 5:03:54 Eta: 1 day, 13:29:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:41:47,515 - Train: 11.90% [148900/1251000] [119.0/1000.0] [batch_t 0.117 (0.131)] [data_t 0.002] [optim_t 0.115] [lr 0.002897] [CE 4.592 (4.761)] [KD 5.900 (5.878)] 2024-10-12 01:41:53,354 - Train: 11.91% [148950/1251000] [119.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002897] [CE 4.601 (4.773)] [KD 6.141 (5.860)] 2024-10-12 01:41:59,135 - Train: 11.91% [149000/1251000] [119.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002897] [CE 5.096 (4.742)] [KD 5.899 (5.866)] 2024-10-12 01:42:05,663 - Train: 11.91% [149050/1251000] [119.1/1000.0] [batch_t 0.117 (0.130)] [data_t 0.002] [optim_t 0.114] [lr 0.002897] [CE 4.393 (4.767)] [KD 5.552 (5.926)] 2024-10-12 01:42:11,538 - Train: 11.92% [149100/1251000] [119.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002897] [CE 3.977 (4.838)] [KD 5.688 (6.033)] 2024-10-12 01:42:17,459 - Train: 11.92% [149150/1251000] [119.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002897] [CE 4.818 (4.738)] [KD 6.071 (5.960)] 2024-10-12 01:42:23,300 - Train: 11.93% [149200/1251000] [119.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002897] [CE 4.292 (4.789)] [KD 5.802 (5.985)] 2024-10-12 01:42:29,388 - Train: 11.93% [149250/1251000] [119.3/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002897] [CE 4.858 (4.797)] [KD 6.120 (6.083)] 2024-10-12 01:42:35,421 - Train: 11.93% [149300/1251000] [119.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002897] [CE 4.459 (4.789)] [KD 5.966 (6.072)] 2024-10-12 01:42:41,150 - Train: 11.94% [149350/1251000] [119.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002897] [CE 4.523 (4.817)] [KD 5.952 (5.994)] 2024-10-12 01:42:46,872 - Train: 11.94% [149400/1251000] [119.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002897] [CE 4.808 (4.777)] [KD 6.178 (6.032)] 2024-10-12 01:42:52,835 - Train: 11.95% [149450/1251000] [119.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002897] [CE 4.526 (4.771)] [KD 5.951 (5.974)] 2024-10-12 01:42:58,797 - Train: 11.95% [149500/1251000] [119.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002897] [CE 3.895 (4.713)] [KD 5.567 (5.975)] 2024-10-12 01:43:04,534 - Train: 11.95% [149550/1251000] [119.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002897] [CE 4.694 (4.785)] [KD 5.692 (5.935)] 2024-10-12 01:43:10,506 - Train: 11.96% [149600/1251000] [119.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002896] [CE 5.420 (4.800)] [KD 6.430 (6.074)] 2024-10-12 01:43:16,271 - Train: 11.96% [149650/1251000] [119.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002896] [CE 4.518 (4.753)] [KD 6.260 (5.988)] 2024-10-12 01:43:22,574 - Train: 11.97% [149700/1251000] [119.7/1000.0] [batch_t 0.228 (0.126)] [data_t 0.003] [optim_t 0.225] [lr 0.002896] [CE 5.368 (4.844)] [KD 6.259 (6.017)] 2024-10-12 01:43:28,454 - Train: 11.97% [149750/1251000] [119.7/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002896] [CE 4.364 (4.813)] [KD 5.831 (6.053)] 2024-10-12 01:43:34,379 - Train: 11.97% [149800/1251000] [119.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002896] [CE 4.609 (4.698)] [KD 5.794 (5.909)] 2024-10-12 01:43:40,158 - Train: 11.98% [149850/1251000] [119.8/1000.0] [batch_t 0.118 (0.115)] [data_t 0.003] [optim_t 0.116] [lr 0.002896] [CE 4.424 (4.763)] [KD 5.926 (5.947)] 2024-10-12 01:43:46,548 - Train: 11.98% [149900/1251000] [119.8/1000.0] [batch_t 0.116 (0.128)] [data_t 0.003] [optim_t 0.113] [lr 0.002896] [CE 4.933 (4.793)] [KD 5.963 (5.953)] 2024-10-12 01:43:52,280 - Train: 11.99% [149950/1251000] [119.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002896] [CE 4.713 (4.824)] [KD 6.332 (6.011)] 2024-10-12 01:43:58,163 - Train: 11.99% [150000/1251000] [119.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002896] [CE 4.695 (4.782)] [KD 6.117 (6.051)] 2024-10-12 01:44:04,039 - Train: 11.99% [150050/1251000] [119.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002896] [CE 5.038 (4.777)] [KD 6.185 (5.983)] 2024-10-12 01:44:10,166 - Train: 12.00% [150100/1251000] [120.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002896] [CE 4.875 (4.835)] [KD 5.889 (6.021)] 2024-10-12 01:44:17,253 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 30939] [top5_cnt 42299] [top_all 50000] 2024-10-12 01:44:17,254 - net: 61.878 (84.598) 2024-10-12 01:44:22,427 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 35004] [top5_cnt 44716] [top_all 50000] 2024-10-12 01:44:22,427 - net_E: 70.008 (89.432) 2024-10-12 01:44:22,551 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 70.008 (epoch: 120)] 2024-10-12 01:44:22,552 - ==> Total time: 5:06:35 Eta: 1 day, 13:28:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:44:29,470 - Train: 12.00% [150150/1251000] [120.0/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.112] [lr 0.002896] [CE 4.330 (4.761)] [KD 5.773 (5.877)] 2024-10-12 01:44:35,642 - Train: 12.01% [150200/1251000] [120.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002896] [CE 4.988 (4.740)] [KD 6.108 (5.942)] 2024-10-12 01:44:41,886 - Train: 12.01% [150250/1251000] [120.1/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002896] [CE 4.666 (4.748)] [KD 5.995 (5.964)] 2024-10-12 01:44:48,013 - Train: 12.01% [150300/1251000] [120.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002895] [CE 4.387 (4.762)] [KD 5.767 (5.943)] 2024-10-12 01:44:53,822 - Train: 12.02% [150350/1251000] [120.2/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002895] [CE 4.721 (4.782)] [KD 6.051 (6.060)] 2024-10-12 01:44:59,624 - Train: 12.02% [150400/1251000] [120.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002895] [CE 5.008 (4.712)] [KD 6.095 (5.888)] 2024-10-12 01:45:05,450 - Train: 12.03% [150450/1251000] [120.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002895] [CE 4.671 (4.808)] [KD 5.925 (6.066)] 2024-10-12 01:45:11,230 - Train: 12.03% [150500/1251000] [120.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002895] [CE 4.917 (4.796)] [KD 6.355 (6.072)] 2024-10-12 01:45:17,553 - Train: 12.03% [150550/1251000] [120.3/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002895] [CE 4.867 (4.701)] [KD 5.943 (5.920)] 2024-10-12 01:45:23,727 - Train: 12.04% [150600/1251000] [120.4/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002895] [CE 4.573 (4.797)] [KD 5.808 (5.971)] 2024-10-12 01:45:29,544 - Train: 12.04% [150650/1251000] [120.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002895] [CE 4.641 (4.816)] [KD 5.833 (5.986)] 2024-10-12 01:45:35,291 - Train: 12.05% [150700/1251000] [120.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002895] [CE 4.821 (4.815)] [KD 6.158 (6.094)] 2024-10-12 01:45:41,180 - Train: 12.05% [150750/1251000] [120.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002895] [CE 4.551 (4.766)] [KD 5.829 (5.943)] 2024-10-12 01:45:47,028 - Train: 12.05% [150800/1251000] [120.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002895] [CE 4.855 (4.824)] [KD 6.061 (6.076)] 2024-10-12 01:45:52,867 - Train: 12.06% [150850/1251000] [120.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002895] [CE 4.874 (4.724)] [KD 6.091 (5.908)] 2024-10-12 01:45:58,711 - Train: 12.06% [150900/1251000] [120.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002895] [CE 4.784 (4.785)] [KD 6.185 (5.984)] 2024-10-12 01:46:04,785 - Train: 12.07% [150950/1251000] [120.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002895] [CE 4.338 (4.757)] [KD 5.845 (5.984)] 2024-10-12 01:46:10,505 - Train: 12.07% [151000/1251000] [120.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002895] [CE 4.620 (4.738)] [KD 6.044 (5.943)] 2024-10-12 01:46:16,397 - Train: 12.07% [151050/1251000] [120.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002894] [CE 4.864 (4.728)] [KD 6.182 (6.013)] 2024-10-12 01:46:22,458 - Train: 12.08% [151100/1251000] [120.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002894] [CE 4.706 (4.835)] [KD 5.861 (5.992)] 2024-10-12 01:46:28,444 - Train: 12.08% [151150/1251000] [120.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002894] [CE 4.715 (4.707)] [KD 6.081 (5.912)] 2024-10-12 01:46:34,454 - Train: 12.09% [151200/1251000] [120.9/1000.0] [batch_t 0.219 (0.120)] [data_t 0.002] [optim_t 0.216] [lr 0.002894] [CE 4.939 (4.795)] [KD 5.580 (5.887)] 2024-10-12 01:46:40,263 - Train: 12.09% [151250/1251000] [120.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002894] [CE 4.390 (4.745)] [KD 5.851 (5.938)] 2024-10-12 01:46:46,055 - Train: 12.09% [151300/1251000] [120.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002894] [CE 4.463 (4.738)] [KD 5.777 (5.948)] 2024-10-12 01:46:51,932 - Train: 12.10% [151350/1251000] [121.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002894] [CE 4.741 (4.757)] [KD 6.022 (5.944)] 2024-10-12 01:46:54,625 - ==> Total time: 5:09:07 Eta: 1 day, 13:25:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:46:59,915 - Train: 12.10% [151400/1251000] [121.0/1000.0] [batch_t 0.113 (0.133)] [data_t 0.003] [optim_t 0.111] [lr 0.002894] [CE 5.138 (4.803)] [KD 6.155 (6.006)] 2024-10-12 01:47:05,816 - Train: 12.11% [151450/1251000] [121.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002894] [CE 4.655 (4.778)] [KD 5.826 (6.053)] 2024-10-12 01:47:11,821 - Train: 12.11% [151500/1251000] [121.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002894] [CE 5.039 (4.861)] [KD 6.097 (6.044)] 2024-10-12 01:47:17,724 - Train: 12.11% [151550/1251000] [121.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002894] [CE 4.911 (4.755)] [KD 5.753 (5.929)] 2024-10-12 01:47:23,543 - Train: 12.12% [151600/1251000] [121.2/1000.0] [batch_t 0.123 (0.116)] [data_t 0.002] [optim_t 0.120] [lr 0.002894] [CE 4.874 (4.711)] [KD 5.821 (5.920)] 2024-10-12 01:47:29,433 - Train: 12.12% [151650/1251000] [121.2/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002894] [CE 4.603 (4.830)] [KD 5.469 (5.909)] 2024-10-12 01:47:35,282 - Train: 12.13% [151700/1251000] [121.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002894] [CE 4.856 (4.753)] [KD 5.632 (5.877)] 2024-10-12 01:47:41,033 - Train: 12.13% [151750/1251000] [121.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002893] [CE 4.784 (4.857)] [KD 6.223 (5.955)] 2024-10-12 01:47:47,240 - Train: 12.13% [151800/1251000] [121.3/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002893] [CE 4.983 (4.792)] [KD 5.971 (6.001)] 2024-10-12 01:47:52,976 - Train: 12.14% [151850/1251000] [121.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002893] [CE 4.344 (4.744)] [KD 5.719 (5.918)] 2024-10-12 01:47:58,783 - Train: 12.14% [151900/1251000] [121.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002893] [CE 4.857 (4.704)] [KD 6.152 (5.911)] 2024-10-12 01:48:04,817 - Train: 12.15% [151950/1251000] [121.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002893] [CE 4.873 (4.732)] [KD 5.901 (5.973)] 2024-10-12 01:48:10,795 - Train: 12.15% [152000/1251000] [121.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002893] [CE 4.387 (4.737)] [KD 6.250 (5.984)] 2024-10-12 01:48:16,540 - Train: 12.15% [152050/1251000] [121.5/1000.0] [batch_t 0.122 (0.115)] [data_t 0.003] [optim_t 0.120] [lr 0.002893] [CE 4.509 (4.764)] [KD 5.812 (5.992)] 2024-10-12 01:48:22,452 - Train: 12.16% [152100/1251000] [121.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002893] [CE 4.687 (4.774)] [KD 6.151 (6.037)] 2024-10-12 01:48:28,313 - Train: 12.16% [152150/1251000] [121.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002893] [CE 4.312 (4.679)] [KD 5.506 (5.855)] 2024-10-12 01:48:34,116 - Train: 12.17% [152200/1251000] [121.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002893] [CE 4.656 (4.729)] [KD 5.876 (5.894)] 2024-10-12 01:48:40,278 - Train: 12.17% [152250/1251000] [121.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002893] [CE 5.226 (4.817)] [KD 6.132 (6.016)] 2024-10-12 01:48:46,259 - Train: 12.17% [152300/1251000] [121.7/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002893] [CE 5.038 (4.779)] [KD 6.263 (5.944)] 2024-10-12 01:48:52,239 - Train: 12.18% [152350/1251000] [121.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002893] [CE 5.149 (4.784)] [KD 6.395 (5.918)] 2024-10-12 01:48:58,090 - Train: 12.18% [152400/1251000] [121.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002893] [CE 4.948 (4.802)] [KD 6.288 (6.095)] 2024-10-12 01:49:03,847 - Train: 12.19% [152450/1251000] [121.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002892] [CE 4.952 (4.798)] [KD 6.055 (6.053)] 2024-10-12 01:49:09,704 - Train: 12.19% [152500/1251000] [121.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002892] [CE 5.178 (4.771)] [KD 6.008 (5.959)] 2024-10-12 01:49:15,535 - Train: 12.19% [152550/1251000] [121.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002892] [CE 4.601 (4.734)] [KD 6.028 (5.949)] 2024-10-12 01:49:21,401 - Train: 12.20% [152600/1251000] [122.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002892] [CE 4.751 (4.776)] [KD 6.018 (5.995)] 2024-10-12 01:49:23,901 - ==> Total time: 5:11:36 Eta: 1 day, 13:22:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:49:28,838 - Train: 12.20% [152650/1251000] [122.0/1000.0] [batch_t 0.114 (0.139)] [data_t 0.003] [optim_t 0.111] [lr 0.002892] [CE 5.060 (4.768)] [KD 5.901 (5.926)] 2024-10-12 01:49:34,691 - Train: 12.21% [152700/1251000] [122.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002892] [CE 4.576 (4.688)] [KD 5.657 (5.856)] 2024-10-12 01:49:40,571 - Train: 12.21% [152750/1251000] [122.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002892] [CE 4.426 (4.719)] [KD 5.765 (5.952)] 2024-10-12 01:49:46,425 - Train: 12.21% [152800/1251000] [122.1/1000.0] [batch_t 0.252 (0.117)] [data_t 0.002] [optim_t 0.250] [lr 0.002892] [CE 4.715 (4.793)] [KD 6.154 (6.004)] 2024-10-12 01:49:52,252 - Train: 12.22% [152850/1251000] [122.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002892] [CE 5.037 (4.780)] [KD 6.229 (6.007)] 2024-10-12 01:49:57,932 - Train: 12.22% [152900/1251000] [122.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.115] [lr 0.002892] [CE 4.892 (4.759)] [KD 5.980 (5.896)] 2024-10-12 01:50:03,923 - Train: 12.23% [152950/1251000] [122.3/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.002892] [CE 4.840 (4.777)] [KD 5.627 (5.894)] 2024-10-12 01:50:09,718 - Train: 12.23% [153000/1251000] [122.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002892] [CE 5.099 (4.792)] [KD 6.203 (5.952)] 2024-10-12 01:50:15,536 - Train: 12.23% [153050/1251000] [122.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002892] [CE 5.111 (4.821)] [KD 5.616 (6.002)] 2024-10-12 01:50:21,458 - Train: 12.24% [153100/1251000] [122.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002892] [CE 4.815 (4.732)] [KD 6.070 (5.952)] 2024-10-12 01:50:27,331 - Train: 12.24% [153150/1251000] [122.4/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002892] [CE 4.199 (4.738)] [KD 5.445 (6.002)] 2024-10-12 01:50:33,229 - Train: 12.25% [153200/1251000] [122.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002891] [CE 4.825 (4.751)] [KD 5.942 (5.986)] 2024-10-12 01:50:39,225 - Train: 12.25% [153250/1251000] [122.5/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002891] [CE 4.689 (4.794)] [KD 5.940 (5.993)] 2024-10-12 01:50:44,922 - Train: 12.25% [153300/1251000] [122.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002891] [CE 4.953 (4.756)] [KD 6.110 (5.892)] 2024-10-12 01:50:50,761 - Train: 12.26% [153350/1251000] [122.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002891] [CE 5.187 (4.812)] [KD 5.953 (5.914)] 2024-10-12 01:50:56,770 - Train: 12.26% [153400/1251000] [122.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002891] [CE 4.849 (4.752)] [KD 6.342 (6.081)] 2024-10-12 01:51:02,527 - Train: 12.27% [153450/1251000] [122.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002891] [CE 4.685 (4.807)] [KD 6.016 (6.029)] 2024-10-12 01:51:08,535 - Train: 12.27% [153500/1251000] [122.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002891] [CE 4.651 (4.783)] [KD 6.285 (5.994)] 2024-10-12 01:51:14,376 - Train: 12.27% [153550/1251000] [122.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002891] [CE 4.536 (4.747)] [KD 5.931 (5.963)] 2024-10-12 01:51:20,219 - Train: 12.28% [153600/1251000] [122.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002891] [CE 4.632 (4.815)] [KD 5.850 (6.081)] 2024-10-12 01:51:26,127 - Train: 12.28% [153650/1251000] [122.8/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002891] [CE 4.936 (4.716)] [KD 5.964 (5.975)] 2024-10-12 01:51:32,105 - Train: 12.29% [153700/1251000] [122.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002891] [CE 4.827 (4.823)] [KD 5.854 (5.959)] 2024-10-12 01:51:37,842 - Train: 12.29% [153750/1251000] [122.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002891] [CE 4.743 (4.727)] [KD 6.108 (5.961)] 2024-10-12 01:51:43,680 - Train: 12.29% [153800/1251000] [122.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002891] [CE 4.393 (4.735)] [KD 5.520 (5.875)] 2024-10-12 01:51:49,559 - Train: 12.30% [153850/1251000] [123.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002891] [CE 4.370 (4.726)] [KD 5.701 (5.945)] 2024-10-12 01:51:52,190 - ==> Total time: 5:14:04 Eta: 1 day, 13:19:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:51:56,762 - Train: 12.30% [153900/1251000] [123.0/1000.0] [batch_t 0.118 (0.132)] [data_t 0.002] [optim_t 0.116] [lr 0.002890] [CE 5.122 (4.754)] [KD 5.977 (5.869)] 2024-10-12 01:52:02,673 - Train: 12.31% [153950/1251000] [123.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002890] [CE 4.710 (4.744)] [KD 5.768 (5.883)] 2024-10-12 01:52:08,753 - Train: 12.31% [154000/1251000] [123.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002890] [CE 4.751 (4.755)] [KD 5.737 (5.904)] 2024-10-12 01:52:14,830 - Train: 12.31% [154050/1251000] [123.1/1000.0] [batch_t 0.124 (0.121)] [data_t 0.003] [optim_t 0.122] [lr 0.002890] [CE 4.901 (4.768)] [KD 6.072 (5.895)] 2024-10-12 01:52:20,665 - Train: 12.32% [154100/1251000] [123.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002890] [CE 4.346 (4.812)] [KD 6.013 (6.008)] 2024-10-12 01:52:26,384 - Train: 12.32% [154150/1251000] [123.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002890] [CE 5.364 (4.763)] [KD 6.432 (5.980)] 2024-10-12 01:52:32,249 - Train: 12.33% [154200/1251000] [123.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002890] [CE 5.052 (4.716)] [KD 6.228 (5.902)] 2024-10-12 01:52:38,142 - Train: 12.33% [154250/1251000] [123.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002890] [CE 4.140 (4.838)] [KD 5.746 (5.940)] 2024-10-12 01:52:43,994 - Train: 12.33% [154300/1251000] [123.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002890] [CE 5.244 (4.771)] [KD 6.255 (5.884)] 2024-10-12 01:52:49,865 - Train: 12.34% [154350/1251000] [123.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002890] [CE 4.768 (4.778)] [KD 5.711 (5.953)] 2024-10-12 01:52:55,844 - Train: 12.34% [154400/1251000] [123.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002890] [CE 5.181 (4.861)] [KD 6.341 (6.032)] 2024-10-12 01:53:01,839 - Train: 12.35% [154450/1251000] [123.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002890] [CE 4.861 (4.778)] [KD 5.746 (6.077)] 2024-10-12 01:53:07,754 - Train: 12.35% [154500/1251000] [123.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002890] [CE 4.576 (4.890)] [KD 5.968 (6.062)] 2024-10-12 01:53:13,554 - Train: 12.35% [154550/1251000] [123.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002890] [CE 4.505 (4.702)] [KD 6.277 (5.982)] 2024-10-12 01:53:19,343 - Train: 12.36% [154600/1251000] [123.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002889] [CE 4.782 (4.805)] [KD 5.924 (6.010)] 2024-10-12 01:53:25,258 - Train: 12.36% [154650/1251000] [123.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002889] [CE 4.540 (4.772)] [KD 5.622 (5.940)] 2024-10-12 01:53:31,170 - Train: 12.37% [154700/1251000] [123.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002889] [CE 4.900 (4.782)] [KD 5.990 (5.888)] 2024-10-12 01:53:36,981 - Train: 12.37% [154750/1251000] [123.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002889] [CE 4.228 (4.751)] [KD 5.469 (5.942)] 2024-10-12 01:53:42,855 - Train: 12.37% [154800/1251000] [123.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002889] [CE 4.672 (4.737)] [KD 5.893 (5.948)] 2024-10-12 01:53:48,839 - Train: 12.38% [154850/1251000] [123.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002889] [CE 4.790 (4.781)] [KD 5.851 (5.886)] 2024-10-12 01:53:54,851 - Train: 12.38% [154900/1251000] [123.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002889] [CE 4.612 (4.728)] [KD 5.859 (5.970)] 2024-10-12 01:54:00,711 - Train: 12.39% [154950/1251000] [123.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002889] [CE 4.222 (4.870)] [KD 5.859 (5.989)] 2024-10-12 01:54:06,457 - Train: 12.39% [155000/1251000] [123.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002889] [CE 4.874 (4.739)] [KD 6.346 (5.974)] 2024-10-12 01:54:12,210 - Train: 12.39% [155050/1251000] [123.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002889] [CE 4.866 (4.696)] [KD 5.985 (5.950)] 2024-10-12 01:54:18,090 - Train: 12.40% [155100/1251000] [124.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002889] [CE 5.167 (4.754)] [KD 6.310 (5.880)] 2024-10-12 01:54:20,896 - ==> Total time: 5:16:33 Eta: 1 day, 13:16:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:54:25,757 - Train: 12.40% [155150/1251000] [124.0/1000.0] [batch_t 0.113 (0.144)] [data_t 0.003] [optim_t 0.110] [lr 0.002889] [CE 4.262 (4.708)] [KD 5.730 (5.856)] 2024-10-12 01:54:31,487 - Train: 12.41% [155200/1251000] [124.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002889] [CE 4.814 (4.741)] [KD 5.805 (5.998)] 2024-10-12 01:54:37,672 - Train: 12.41% [155250/1251000] [124.1/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002889] [CE 4.926 (4.749)] [KD 6.023 (5.958)] 2024-10-12 01:54:43,587 - Train: 12.41% [155300/1251000] [124.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002888] [CE 4.781 (4.712)] [KD 6.131 (5.955)] 2024-10-12 01:54:49,317 - Train: 12.42% [155350/1251000] [124.2/1000.0] [batch_t 0.122 (0.115)] [data_t 0.002] [optim_t 0.119] [lr 0.002888] [CE 4.663 (4.766)] [KD 5.978 (5.982)] 2024-10-12 01:54:55,220 - Train: 12.42% [155400/1251000] [124.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002888] [CE 5.053 (4.812)] [KD 6.363 (5.995)] 2024-10-12 01:55:00,908 - Train: 12.43% [155450/1251000] [124.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002888] [CE 4.734 (4.747)] [KD 5.552 (5.904)] 2024-10-12 01:55:06,814 - Train: 12.43% [155500/1251000] [124.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002888] [CE 4.786 (4.768)] [KD 5.973 (6.008)] 2024-10-12 01:55:13,017 - Train: 12.43% [155550/1251000] [124.3/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002888] [CE 5.084 (4.798)] [KD 6.230 (6.064)] 2024-10-12 01:55:18,878 - Train: 12.44% [155600/1251000] [124.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002888] [CE 5.069 (4.759)] [KD 6.448 (6.003)] 2024-10-12 01:55:24,743 - Train: 12.44% [155650/1251000] [124.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002888] [CE 4.860 (4.715)] [KD 6.327 (5.999)] 2024-10-12 01:55:30,634 - Train: 12.45% [155700/1251000] [124.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002888] [CE 4.409 (4.664)] [KD 5.794 (5.934)] 2024-10-12 01:55:36,389 - Train: 12.45% [155750/1251000] [124.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002888] [CE 4.655 (4.781)] [KD 5.908 (6.080)] 2024-10-12 01:55:42,286 - Train: 12.45% [155800/1251000] [124.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002888] [CE 4.927 (4.800)] [KD 6.336 (6.097)] 2024-10-12 01:55:48,121 - Train: 12.46% [155850/1251000] [124.6/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002888] [CE 4.524 (4.849)] [KD 6.188 (6.040)] 2024-10-12 01:55:54,037 - Train: 12.46% [155900/1251000] [124.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002888] [CE 4.371 (4.733)] [KD 5.997 (5.970)] 2024-10-12 01:56:00,068 - Train: 12.47% [155950/1251000] [124.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002888] [CE 4.446 (4.675)] [KD 5.691 (5.870)] 2024-10-12 01:56:05,930 - Train: 12.47% [156000/1251000] [124.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002887] [CE 4.212 (4.750)] [KD 5.864 (5.997)] 2024-10-12 01:56:11,687 - Train: 12.47% [156050/1251000] [124.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002887] [CE 5.175 (4.721)] [KD 6.414 (5.940)] 2024-10-12 01:56:17,749 - Train: 12.48% [156100/1251000] [124.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002887] [CE 4.966 (4.798)] [KD 6.335 (6.055)] 2024-10-12 01:56:23,593 - Train: 12.48% [156150/1251000] [124.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002887] [CE 5.292 (4.799)] [KD 6.074 (5.972)] 2024-10-12 01:56:29,357 - Train: 12.49% [156200/1251000] [124.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002887] [CE 4.949 (4.829)] [KD 6.059 (5.962)] 2024-10-12 01:56:35,254 - Train: 12.49% [156250/1251000] [124.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002887] [CE 4.481 (4.759)] [KD 5.626 (5.928)] 2024-10-12 01:56:41,161 - Train: 12.49% [156300/1251000] [124.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002887] [CE 4.480 (4.796)] [KD 5.772 (6.004)] 2024-10-12 01:56:47,098 - Train: 12.50% [156350/1251000] [125.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002887] [CE 4.699 (4.739)] [KD 6.249 (5.910)] 2024-10-12 01:56:55,074 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 30333] [top5_cnt 41815] [top_all 50000] 2024-10-12 01:56:55,074 - net: 60.666 (83.630) 2024-10-12 01:57:00,097 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35110] [top5_cnt 44719] [top_all 50000] 2024-10-12 01:57:00,098 - net_E: 70.220 (89.438) 2024-10-12 01:57:00,243 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 70.220 (epoch: 125)] 2024-10-12 01:57:00,243 - ==> Total time: 5:19:12 Eta: 1 day, 13:14:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:57:09,628 - Train: 12.50% [156400/1251000] [125.0/1000.0] [batch_t 0.111 (0.126)] [data_t 0.003] [optim_t 0.109] [lr 0.002887] [CE 4.980 (4.738)] [KD 6.196 (6.044)] 2024-10-12 01:57:15,344 - Train: 12.51% [156450/1251000] [125.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002887] [CE 5.245 (4.782)] [KD 6.316 (5.955)] 2024-10-12 01:57:21,381 - Train: 12.51% [156500/1251000] [125.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002887] [CE 4.521 (4.725)] [KD 5.855 (5.854)] 2024-10-12 01:57:27,074 - Train: 12.51% [156550/1251000] [125.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002887] [CE 4.896 (4.696)] [KD 5.985 (5.900)] 2024-10-12 01:57:32,936 - Train: 12.52% [156600/1251000] [125.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002887] [CE 4.547 (4.785)] [KD 5.845 (5.931)] 2024-10-12 01:57:38,802 - Train: 12.52% [156650/1251000] [125.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002887] [CE 5.140 (4.763)] [KD 5.966 (5.854)] 2024-10-12 01:57:44,571 - Train: 12.53% [156700/1251000] [125.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002886] [CE 4.441 (4.783)] [KD 5.823 (5.956)] 2024-10-12 01:57:50,421 - Train: 12.53% [156750/1251000] [125.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002886] [CE 4.739 (4.781)] [KD 6.032 (5.977)] 2024-10-12 01:57:56,536 - Train: 12.53% [156800/1251000] [125.3/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.109] [lr 0.002886] [CE 4.495 (4.735)] [KD 5.797 (5.905)] 2024-10-12 01:58:02,307 - Train: 12.54% [156850/1251000] [125.4/1000.0] [batch_t 0.124 (0.115)] [data_t 0.002] [optim_t 0.122] [lr 0.002886] [CE 4.797 (4.784)] [KD 6.046 (5.996)] 2024-10-12 01:58:08,200 - Train: 12.54% [156900/1251000] [125.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002886] [CE 4.688 (4.796)] [KD 6.049 (5.979)] 2024-10-12 01:58:14,175 - Train: 12.55% [156950/1251000] [125.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002886] [CE 4.636 (4.722)] [KD 5.776 (5.847)] 2024-10-12 01:58:20,017 - Train: 12.55% [157000/1251000] [125.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002886] [CE 5.020 (4.783)] [KD 6.048 (5.920)] 2024-10-12 01:58:25,799 - Train: 12.55% [157050/1251000] [125.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002886] [CE 4.628 (4.723)] [KD 6.240 (5.934)] 2024-10-12 01:58:31,621 - Train: 12.56% [157100/1251000] [125.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002886] [CE 4.881 (4.711)] [KD 6.148 (5.978)] 2024-10-12 01:58:37,617 - Train: 12.56% [157150/1251000] [125.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002886] [CE 3.947 (4.742)] [KD 5.701 (6.028)] 2024-10-12 01:58:43,790 - Train: 12.57% [157200/1251000] [125.7/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002886] [CE 4.974 (4.788)] [KD 6.135 (5.987)] 2024-10-12 01:58:49,756 - Train: 12.57% [157250/1251000] [125.7/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002886] [CE 4.087 (4.792)] [KD 5.571 (5.947)] 2024-10-12 01:58:55,668 - Train: 12.57% [157300/1251000] [125.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002886] [CE 4.967 (4.789)] [KD 6.042 (6.017)] 2024-10-12 01:59:01,725 - Train: 12.58% [157350/1251000] [125.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002886] [CE 4.564 (4.742)] [KD 5.600 (5.943)] 2024-10-12 01:59:07,692 - Train: 12.58% [157400/1251000] [125.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002885] [CE 4.590 (4.737)] [KD 5.638 (6.011)] 2024-10-12 01:59:13,685 - Train: 12.59% [157450/1251000] [125.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002885] [CE 4.921 (4.766)] [KD 5.931 (5.977)] 2024-10-12 01:59:19,619 - Train: 12.59% [157500/1251000] [125.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002885] [CE 4.877 (4.731)] [KD 5.879 (5.862)] 2024-10-12 01:59:25,433 - Train: 12.59% [157550/1251000] [125.9/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002885] [CE 4.597 (4.728)] [KD 5.586 (5.903)] 2024-10-12 01:59:31,377 - Train: 12.60% [157600/1251000] [126.0/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002885] [CE 5.095 (4.802)] [KD 6.417 (6.001)] 2024-10-12 01:59:34,610 - ==> Total time: 5:21:47 Eta: 1 day, 13:12:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 01:59:38,981 - Train: 12.60% [157650/1251000] [126.0/1000.0] [batch_t 0.115 (0.133)] [data_t 0.003] [optim_t 0.112] [lr 0.002885] [CE 4.494 (4.778)] [KD 5.813 (5.996)] 2024-10-12 01:59:44,816 - Train: 12.61% [157700/1251000] [126.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002885] [CE 4.519 (4.801)] [KD 5.800 (5.967)] 2024-10-12 01:59:50,752 - Train: 12.61% [157750/1251000] [126.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002885] [CE 4.888 (4.761)] [KD 5.808 (5.939)] 2024-10-12 01:59:56,906 - Train: 12.61% [157800/1251000] [126.1/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002885] [CE 4.587 (4.754)] [KD 5.877 (5.912)] 2024-10-12 02:00:02,851 - Train: 12.62% [157850/1251000] [126.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002885] [CE 4.373 (4.846)] [KD 5.894 (6.014)] 2024-10-12 02:00:08,567 - Train: 12.62% [157900/1251000] [126.2/1000.0] [batch_t 0.118 (0.114)] [data_t 0.002] [optim_t 0.115] [lr 0.002885] [CE 5.164 (4.775)] [KD 5.763 (5.861)] 2024-10-12 02:00:14,421 - Train: 12.63% [157950/1251000] [126.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002885] [CE 5.078 (4.735)] [KD 6.266 (5.752)] 2024-10-12 02:00:20,280 - Train: 12.63% [158000/1251000] [126.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002885] [CE 5.061 (4.763)] [KD 6.090 (5.910)] 2024-10-12 02:00:26,386 - Train: 12.63% [158050/1251000] [126.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002885] [CE 5.590 (4.797)] [KD 6.561 (5.906)] 2024-10-12 02:00:32,093 - Train: 12.64% [158100/1251000] [126.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002884] [CE 4.308 (4.744)] [KD 5.848 (6.025)] 2024-10-12 02:00:37,813 - Train: 12.64% [158150/1251000] [126.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002884] [CE 4.303 (4.715)] [KD 5.713 (5.942)] 2024-10-12 02:00:43,887 - Train: 12.65% [158200/1251000] [126.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002884] [CE 5.115 (4.773)] [KD 6.032 (5.959)] 2024-10-12 02:00:49,625 - Train: 12.65% [158250/1251000] [126.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002884] [CE 4.533 (4.761)] [KD 5.853 (6.035)] 2024-10-12 02:00:55,435 - Train: 12.65% [158300/1251000] [126.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002884] [CE 4.807 (4.764)] [KD 6.170 (5.981)] 2024-10-12 02:01:01,330 - Train: 12.66% [158350/1251000] [126.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002884] [CE 4.758 (4.730)] [KD 5.715 (5.868)] 2024-10-12 02:01:07,217 - Train: 12.66% [158400/1251000] [126.6/1000.0] [batch_t 0.233 (0.118)] [data_t 0.002] [optim_t 0.231] [lr 0.002884] [CE 4.968 (4.767)] [KD 6.085 (6.008)] 2024-10-12 02:01:13,081 - Train: 12.67% [158450/1251000] [126.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002884] [CE 4.442 (4.815)] [KD 5.739 (5.901)] 2024-10-12 02:01:19,086 - Train: 12.67% [158500/1251000] [126.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002884] [CE 4.496 (4.739)] [KD 5.812 (5.991)] 2024-10-12 02:01:24,808 - Train: 12.67% [158550/1251000] [126.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002884] [CE 4.472 (4.759)] [KD 5.925 (5.965)] 2024-10-12 02:01:30,673 - Train: 12.68% [158600/1251000] [126.8/1000.0] [batch_t 0.123 (0.117)] [data_t 0.003] [optim_t 0.120] [lr 0.002884] [CE 4.427 (4.778)] [KD 5.869 (5.947)] 2024-10-12 02:01:36,662 - Train: 12.68% [158650/1251000] [126.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002884] [CE 4.847 (4.833)] [KD 5.942 (6.042)] 2024-10-12 02:01:42,665 - Train: 12.69% [158700/1251000] [126.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002884] [CE 5.136 (4.729)] [KD 6.390 (6.000)] 2024-10-12 02:01:48,365 - Train: 12.69% [158750/1251000] [126.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002884] [CE 4.457 (4.788)] [KD 5.741 (6.003)] 2024-10-12 02:01:54,195 - Train: 12.69% [158800/1251000] [126.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002883] [CE 4.653 (4.693)] [KD 5.516 (5.872)] 2024-10-12 02:02:00,027 - Train: 12.70% [158850/1251000] [127.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002883] [CE 4.660 (4.777)] [KD 5.941 (5.997)] 2024-10-12 02:02:03,073 - ==> Total time: 5:24:15 Eta: 1 day, 13:08:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:02:09,840 - Train: 12.70% [158900/1251000] [127.0/1000.0] [batch_t 0.114 (0.142)] [data_t 0.002] [optim_t 0.112] [lr 0.002883] [CE 4.517 (4.762)] [KD 5.990 (5.937)] 2024-10-12 02:02:15,577 - Train: 12.71% [158950/1251000] [127.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002883] [CE 4.546 (4.674)] [KD 5.946 (5.737)] 2024-10-12 02:02:21,595 - Train: 12.71% [159000/1251000] [127.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002883] [CE 4.778 (4.765)] [KD 6.128 (5.979)] 2024-10-12 02:02:27,511 - Train: 12.71% [159050/1251000] [127.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002883] [CE 4.716 (4.741)] [KD 6.181 (5.916)] 2024-10-12 02:02:33,679 - Train: 12.72% [159100/1251000] [127.2/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002883] [CE 5.279 (4.804)] [KD 5.875 (5.825)] 2024-10-12 02:02:39,571 - Train: 12.72% [159150/1251000] [127.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002883] [CE 5.128 (4.750)] [KD 5.739 (5.893)] 2024-10-12 02:02:45,504 - Train: 12.73% [159200/1251000] [127.3/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002883] [CE 4.852 (4.710)] [KD 6.107 (5.915)] 2024-10-12 02:02:51,322 - Train: 12.73% [159250/1251000] [127.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002883] [CE 4.972 (4.847)] [KD 6.207 (6.042)] 2024-10-12 02:02:57,271 - Train: 12.73% [159300/1251000] [127.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002883] [CE 5.200 (4.743)] [KD 5.952 (5.982)] 2024-10-12 02:03:03,264 - Train: 12.74% [159350/1251000] [127.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002883] [CE 4.933 (4.720)] [KD 6.026 (5.918)] 2024-10-12 02:03:09,255 - Train: 12.74% [159400/1251000] [127.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002883] [CE 5.075 (4.765)] [KD 5.603 (5.934)] 2024-10-12 02:03:15,487 - Train: 12.75% [159450/1251000] [127.5/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002883] [CE 4.852 (4.752)] [KD 5.930 (5.911)] 2024-10-12 02:03:21,436 - Train: 12.75% [159500/1251000] [127.5/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002882] [CE 4.869 (4.805)] [KD 5.817 (5.922)] 2024-10-12 02:03:27,606 - Train: 12.75% [159550/1251000] [127.5/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002882] [CE 5.362 (4.784)] [KD 6.122 (5.917)] 2024-10-12 02:03:33,662 - Train: 12.76% [159600/1251000] [127.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002882] [CE 5.139 (4.724)] [KD 6.201 (5.993)] 2024-10-12 02:03:39,564 - Train: 12.76% [159650/1251000] [127.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002882] [CE 4.772 (4.749)] [KD 6.208 (6.014)] 2024-10-12 02:03:45,542 - Train: 12.77% [159700/1251000] [127.7/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002882] [CE 4.588 (4.795)] [KD 6.250 (5.989)] 2024-10-12 02:03:51,630 - Train: 12.77% [159750/1251000] [127.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002882] [CE 4.836 (4.767)] [KD 6.044 (5.941)] 2024-10-12 02:03:57,456 - Train: 12.77% [159800/1251000] [127.7/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002882] [CE 4.905 (4.707)] [KD 5.899 (5.855)] 2024-10-12 02:04:03,551 - Train: 12.78% [159850/1251000] [127.8/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002882] [CE 4.754 (4.812)] [KD 5.716 (5.941)] 2024-10-12 02:04:09,420 - Train: 12.78% [159900/1251000] [127.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002882] [CE 4.196 (4.823)] [KD 5.491 (5.893)] 2024-10-12 02:04:15,590 - Train: 12.79% [159950/1251000] [127.9/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002882] [CE 4.979 (4.715)] [KD 5.549 (5.854)] 2024-10-12 02:04:21,591 - Train: 12.79% [160000/1251000] [127.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002882] [CE 4.709 (4.690)] [KD 6.009 (6.006)] 2024-10-12 02:04:27,509 - Train: 12.79% [160050/1251000] [127.9/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002882] [CE 4.890 (4.790)] [KD 5.777 (5.971)] 2024-10-12 02:04:33,427 - Train: 12.80% [160100/1251000] [128.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002882] [CE 4.439 (4.768)] [KD 6.249 (6.022)] 2024-10-12 02:04:36,652 - ==> Total time: 5:26:49 Eta: 1 day, 13:06:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:04:41,079 - Train: 12.80% [160150/1251000] [128.0/1000.0] [batch_t 0.119 (0.147)] [data_t 0.002] [optim_t 0.117] [lr 0.002882] [CE 4.863 (4.736)] [KD 5.968 (5.978)] 2024-10-12 02:04:47,032 - Train: 12.81% [160200/1251000] [128.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002881] [CE 4.613 (4.736)] [KD 5.964 (5.821)] 2024-10-12 02:04:53,138 - Train: 12.81% [160250/1251000] [128.1/1000.0] [batch_t 0.265 (0.122)] [data_t 0.002] [optim_t 0.262] [lr 0.002881] [CE 4.849 (4.835)] [KD 5.979 (5.916)] 2024-10-12 02:04:59,061 - Train: 12.81% [160300/1251000] [128.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002881] [CE 5.046 (4.790)] [KD 6.158 (5.898)] 2024-10-12 02:05:05,138 - Train: 12.82% [160350/1251000] [128.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002881] [CE 4.935 (4.746)] [KD 5.941 (5.916)] 2024-10-12 02:05:10,992 - Train: 12.82% [160400/1251000] [128.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002881] [CE 4.894 (4.736)] [KD 6.063 (5.862)] 2024-10-12 02:05:16,693 - Train: 12.83% [160450/1251000] [128.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002881] [CE 4.753 (4.784)] [KD 6.079 (5.924)] 2024-10-12 02:05:22,414 - Train: 12.83% [160500/1251000] [128.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002881] [CE 4.450 (4.775)] [KD 5.654 (5.887)] 2024-10-12 02:05:28,309 - Train: 12.83% [160550/1251000] [128.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002881] [CE 4.370 (4.736)] [KD 5.820 (5.861)] 2024-10-12 02:05:34,419 - Train: 12.84% [160600/1251000] [128.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002881] [CE 4.835 (4.731)] [KD 5.367 (5.881)] 2024-10-12 02:05:40,403 - Train: 12.84% [160650/1251000] [128.4/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002881] [CE 5.081 (4.749)] [KD 6.246 (5.902)] 2024-10-12 02:05:46,394 - Train: 12.85% [160700/1251000] [128.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002881] [CE 4.571 (4.760)] [KD 5.853 (5.862)] 2024-10-12 02:05:52,354 - Train: 12.85% [160750/1251000] [128.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002881] [CE 4.731 (4.733)] [KD 5.952 (5.938)] 2024-10-12 02:05:58,258 - Train: 12.85% [160800/1251000] [128.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002881] [CE 4.866 (4.784)] [KD 6.226 (5.914)] 2024-10-12 02:06:04,180 - Train: 12.86% [160850/1251000] [128.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002880] [CE 5.091 (4.784)] [KD 5.983 (5.962)] 2024-10-12 02:06:10,189 - Train: 12.86% [160900/1251000] [128.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002880] [CE 4.532 (4.813)] [KD 5.869 (6.015)] 2024-10-12 02:06:16,087 - Train: 12.87% [160950/1251000] [128.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002880] [CE 4.790 (4.764)] [KD 5.675 (6.049)] 2024-10-12 02:06:22,127 - Train: 12.87% [161000/1251000] [128.7/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002880] [CE 4.505 (4.767)] [KD 5.846 (6.031)] 2024-10-12 02:06:28,158 - Train: 12.87% [161050/1251000] [128.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002880] [CE 4.988 (4.792)] [KD 6.073 (5.978)] 2024-10-12 02:06:33,948 - Train: 12.88% [161100/1251000] [128.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002880] [CE 4.762 (4.789)] [KD 6.168 (6.013)] 2024-10-12 02:06:40,149 - Train: 12.88% [161150/1251000] [128.8/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.120] [lr 0.002880] [CE 4.624 (4.834)] [KD 6.066 (6.002)] 2024-10-12 02:06:46,249 - Train: 12.89% [161200/1251000] [128.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002880] [CE 4.553 (4.750)] [KD 5.944 (5.901)] 2024-10-12 02:06:52,201 - Train: 12.89% [161250/1251000] [128.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002880] [CE 4.809 (4.714)] [KD 6.249 (5.897)] 2024-10-12 02:06:58,081 - Train: 12.89% [161300/1251000] [128.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002880] [CE 4.839 (4.686)] [KD 6.064 (5.901)] 2024-10-12 02:07:03,875 - Train: 12.90% [161350/1251000] [129.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002880] [CE 4.578 (4.790)] [KD 6.307 (5.944)] 2024-10-12 02:07:07,199 - ==> Total time: 5:29:19 Eta: 1 day, 13:03:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:07:11,529 - Train: 12.90% [161400/1251000] [129.0/1000.0] [batch_t 0.111 (0.140)] [data_t 0.002] [optim_t 0.109] [lr 0.002880] [CE 4.664 (4.753)] [KD 5.718 (5.862)] 2024-10-12 02:07:17,555 - Train: 12.91% [161450/1251000] [129.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002880] [CE 4.353 (4.791)] [KD 5.797 (5.882)] 2024-10-12 02:07:23,371 - Train: 12.91% [161500/1251000] [129.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002880] [CE 4.729 (4.838)] [KD 6.143 (5.999)] 2024-10-12 02:07:29,337 - Train: 12.91% [161550/1251000] [129.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002879] [CE 4.212 (4.802)] [KD 6.010 (6.046)] 2024-10-12 02:07:35,174 - Train: 12.92% [161600/1251000] [129.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002879] [CE 4.589 (4.663)] [KD 5.854 (5.929)] 2024-10-12 02:07:41,026 - Train: 12.92% [161650/1251000] [129.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002879] [CE 4.629 (4.734)] [KD 5.778 (5.939)] 2024-10-12 02:07:46,859 - Train: 12.93% [161700/1251000] [129.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002879] [CE 4.815 (4.714)] [KD 6.117 (5.949)] 2024-10-12 02:07:52,574 - Train: 12.93% [161750/1251000] [129.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002879] [CE 4.908 (4.745)] [KD 5.486 (5.880)] 2024-10-12 02:07:58,386 - Train: 12.93% [161800/1251000] [129.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002879] [CE 4.980 (4.871)] [KD 5.866 (5.975)] 2024-10-12 02:08:04,361 - Train: 12.94% [161850/1251000] [129.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002879] [CE 4.951 (4.772)] [KD 5.869 (5.908)] 2024-10-12 02:08:10,226 - Train: 12.94% [161900/1251000] [129.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002879] [CE 4.594 (4.818)] [KD 5.816 (5.913)] 2024-10-12 02:08:15,958 - Train: 12.95% [161950/1251000] [129.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002879] [CE 4.706 (4.782)] [KD 5.897 (5.986)] 2024-10-12 02:08:21,895 - Train: 12.95% [162000/1251000] [129.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002879] [CE 4.918 (4.726)] [KD 6.005 (5.909)] 2024-10-12 02:08:27,969 - Train: 12.95% [162050/1251000] [129.5/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002879] [CE 4.736 (4.734)] [KD 6.013 (5.941)] 2024-10-12 02:08:33,825 - Train: 12.96% [162100/1251000] [129.6/1000.0] [batch_t 0.239 (0.117)] [data_t 0.003] [optim_t 0.236] [lr 0.002879] [CE 4.326 (4.758)] [KD 5.640 (5.941)] 2024-10-12 02:08:39,536 - Train: 12.96% [162150/1251000] [129.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002879] [CE 4.789 (4.713)] [KD 5.986 (6.018)] 2024-10-12 02:08:45,231 - Train: 12.97% [162200/1251000] [129.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002879] [CE 4.922 (4.785)] [KD 5.815 (5.984)] 2024-10-12 02:08:51,068 - Train: 12.97% [162250/1251000] [129.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002878] [CE 4.463 (4.804)] [KD 5.913 (5.984)] 2024-10-12 02:08:57,096 - Train: 12.97% [162300/1251000] [129.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002878] [CE 5.286 (4.829)] [KD 6.190 (5.961)] 2024-10-12 02:09:02,952 - Train: 12.98% [162350/1251000] [129.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002878] [CE 4.695 (4.805)] [KD 5.936 (5.933)] 2024-10-12 02:09:08,948 - Train: 12.98% [162400/1251000] [129.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002878] [CE 4.739 (4.772)] [KD 6.013 (5.932)] 2024-10-12 02:09:14,792 - Train: 12.99% [162450/1251000] [129.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002878] [CE 4.401 (4.797)] [KD 5.722 (5.989)] 2024-10-12 02:09:20,643 - Train: 12.99% [162500/1251000] [129.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002878] [CE 4.822 (4.718)] [KD 5.897 (5.848)] 2024-10-12 02:09:26,493 - Train: 12.99% [162550/1251000] [129.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002878] [CE 4.114 (4.779)] [KD 5.628 (5.905)] 2024-10-12 02:09:32,285 - Train: 13.00% [162600/1251000] [130.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002878] [CE 4.828 (4.768)] [KD 6.102 (6.025)] 2024-10-12 02:09:40,914 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.096)] [top1_cnt 31110] [top5_cnt 42249] [top_all 50000] 2024-10-12 02:09:40,914 - net: 62.220 (84.498) 2024-10-12 02:09:45,870 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35069] [top5_cnt 44750] [top_all 50000] 2024-10-12 02:09:45,870 - net_E: 70.138 (89.500) 2024-10-12 02:09:46,009 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 70.220 (epoch: 125)] 2024-10-12 02:09:46,009 - ==> Total time: 5:31:58 Eta: 1 day, 13:01:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:09:50,024 - Train: 13.00% [162650/1251000] [130.0/1000.0] [batch_t 0.114 (0.143)] [data_t 0.002] [optim_t 0.111] [lr 0.002878] [CE 4.567 (4.707)] [KD 6.073 (5.958)] 2024-10-12 02:09:56,340 - Train: 13.01% [162700/1251000] [130.1/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002878] [CE 4.729 (4.649)] [KD 5.901 (5.951)] 2024-10-12 02:10:02,154 - Train: 13.01% [162750/1251000] [130.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002878] [CE 5.127 (4.740)] [KD 6.072 (5.899)] 2024-10-12 02:10:08,230 - Train: 13.01% [162800/1251000] [130.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002878] [CE 4.734 (4.779)] [KD 6.068 (5.932)] 2024-10-12 02:10:14,214 - Train: 13.02% [162850/1251000] [130.2/1000.0] [batch_t 0.125 (0.120)] [data_t 0.003] [optim_t 0.122] [lr 0.002878] [CE 4.993 (4.808)] [KD 6.065 (5.998)] 2024-10-12 02:10:20,063 - Train: 13.02% [162900/1251000] [130.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002877] [CE 4.884 (4.759)] [KD 6.118 (5.982)] 2024-10-12 02:10:26,004 - Train: 13.03% [162950/1251000] [130.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002877] [CE 4.708 (4.756)] [KD 6.040 (5.906)] 2024-10-12 02:10:32,108 - Train: 13.03% [163000/1251000] [130.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002877] [CE 4.276 (4.718)] [KD 6.042 (5.938)] 2024-10-12 02:10:38,051 - Train: 13.03% [163050/1251000] [130.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002877] [CE 5.393 (4.773)] [KD 6.188 (5.957)] 2024-10-12 02:10:44,151 - Train: 13.04% [163100/1251000] [130.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002877] [CE 4.102 (4.722)] [KD 5.882 (5.928)] 2024-10-12 02:10:50,308 - Train: 13.04% [163150/1251000] [130.4/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002877] [CE 5.071 (4.740)] [KD 6.004 (5.982)] 2024-10-12 02:10:56,180 - Train: 13.05% [163200/1251000] [130.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002877] [CE 5.021 (4.763)] [KD 6.206 (5.922)] 2024-10-12 02:11:02,187 - Train: 13.05% [163250/1251000] [130.5/1000.0] [batch_t 0.127 (0.120)] [data_t 0.003] [optim_t 0.125] [lr 0.002877] [CE 4.668 (4.758)] [KD 6.263 (5.923)] 2024-10-12 02:11:08,027 - Train: 13.05% [163300/1251000] [130.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002877] [CE 5.105 (4.779)] [KD 5.981 (5.912)] 2024-10-12 02:11:14,220 - Train: 13.06% [163350/1251000] [130.6/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.120] [lr 0.002877] [CE 4.766 (4.809)] [KD 5.783 (5.875)] 2024-10-12 02:11:20,301 - Train: 13.06% [163400/1251000] [130.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002877] [CE 5.403 (4.699)] [KD 5.720 (5.909)] 2024-10-12 02:11:26,292 - Train: 13.07% [163450/1251000] [130.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002877] [CE 4.321 (4.699)] [KD 5.886 (5.873)] 2024-10-12 02:11:32,277 - Train: 13.07% [163500/1251000] [130.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002877] [CE 4.966 (4.807)] [KD 6.108 (6.034)] 2024-10-12 02:11:38,424 - Train: 13.07% [163550/1251000] [130.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002877] [CE 4.825 (4.789)] [KD 5.809 (5.971)] 2024-10-12 02:11:44,242 - Train: 13.08% [163600/1251000] [130.8/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002876] [CE 4.323 (4.700)] [KD 5.585 (5.917)] 2024-10-12 02:11:50,122 - Train: 13.08% [163650/1251000] [130.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002876] [CE 5.022 (4.744)] [KD 5.884 (5.827)] 2024-10-12 02:11:56,160 - Train: 13.09% [163700/1251000] [130.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002876] [CE 5.044 (4.831)] [KD 6.303 (5.974)] 2024-10-12 02:12:02,038 - Train: 13.09% [163750/1251000] [130.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002876] [CE 4.577 (4.797)] [KD 5.817 (5.948)] 2024-10-12 02:12:07,984 - Train: 13.09% [163800/1251000] [130.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002876] [CE 4.655 (4.797)] [KD 5.918 (5.934)] 2024-10-12 02:12:14,018 - Train: 13.10% [163850/1251000] [131.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002876] [CE 4.621 (4.731)] [KD 5.980 (5.964)] 2024-10-12 02:12:17,688 - ==> Total time: 5:34:30 Eta: 1 day, 12:58:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:12:21,585 - Train: 13.10% [163900/1251000] [131.0/1000.0] [batch_t 0.114 (0.142)] [data_t 0.002] [optim_t 0.112] [lr 0.002876] [CE 4.700 (4.756)] [KD 5.566 (5.848)] 2024-10-12 02:12:27,303 - Train: 13.11% [163950/1251000] [131.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002876] [CE 4.333 (4.697)] [KD 5.682 (5.850)] 2024-10-12 02:12:33,160 - Train: 13.11% [164000/1251000] [131.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002876] [CE 4.659 (4.746)] [KD 5.763 (5.840)] 2024-10-12 02:12:39,053 - Train: 13.11% [164050/1251000] [131.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002876] [CE 4.329 (4.829)] [KD 5.766 (5.923)] 2024-10-12 02:12:44,934 - Train: 13.12% [164100/1251000] [131.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002876] [CE 4.968 (4.766)] [KD 6.117 (5.896)] 2024-10-12 02:12:50,648 - Train: 13.12% [164150/1251000] [131.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002876] [CE 4.801 (4.759)] [KD 5.856 (5.953)] 2024-10-12 02:12:56,600 - Train: 13.13% [164200/1251000] [131.3/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002876] [CE 4.875 (4.782)] [KD 5.982 (5.942)] 2024-10-12 02:13:02,486 - Train: 13.13% [164250/1251000] [131.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002875] [CE 4.803 (4.762)] [KD 6.035 (6.000)] 2024-10-12 02:13:08,664 - Train: 13.13% [164300/1251000] [131.3/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002875] [CE 4.495 (4.760)] [KD 5.989 (5.968)] 2024-10-12 02:13:14,589 - Train: 13.14% [164350/1251000] [131.4/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002875] [CE 4.969 (4.812)] [KD 6.130 (5.938)] 2024-10-12 02:13:20,437 - Train: 13.14% [164400/1251000] [131.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002875] [CE 5.172 (4.733)] [KD 6.043 (5.879)] 2024-10-12 02:13:26,312 - Train: 13.15% [164450/1251000] [131.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002875] [CE 4.683 (4.732)] [KD 5.862 (5.878)] 2024-10-12 02:13:32,032 - Train: 13.15% [164500/1251000] [131.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002875] [CE 4.720 (4.740)] [KD 5.958 (5.968)] 2024-10-12 02:13:37,946 - Train: 13.15% [164550/1251000] [131.5/1000.0] [batch_t 0.219 (0.118)] [data_t 0.003] [optim_t 0.217] [lr 0.002875] [CE 4.472 (4.774)] [KD 5.813 (5.957)] 2024-10-12 02:13:43,639 - Train: 13.16% [164600/1251000] [131.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002875] [CE 4.891 (4.776)] [KD 6.504 (6.012)] 2024-10-12 02:13:49,586 - Train: 13.16% [164650/1251000] [131.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002875] [CE 4.571 (4.792)] [KD 6.546 (6.066)] 2024-10-12 02:13:55,628 - Train: 13.17% [164700/1251000] [131.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002875] [CE 4.047 (4.762)] [KD 5.472 (6.007)] 2024-10-12 02:14:01,568 - Train: 13.17% [164750/1251000] [131.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002875] [CE 4.749 (4.770)] [KD 5.842 (5.990)] 2024-10-12 02:14:07,380 - Train: 13.17% [164800/1251000] [131.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002875] [CE 5.049 (4.716)] [KD 5.977 (5.943)] 2024-10-12 02:14:13,379 - Train: 13.18% [164850/1251000] [131.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002875] [CE 4.506 (4.764)] [KD 6.126 (6.001)] 2024-10-12 02:14:19,256 - Train: 13.18% [164900/1251000] [131.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002874] [CE 5.116 (4.752)] [KD 6.275 (5.959)] 2024-10-12 02:14:25,144 - Train: 13.19% [164950/1251000] [131.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002874] [CE 5.067 (4.744)] [KD 5.948 (5.973)] 2024-10-12 02:14:30,898 - Train: 13.19% [165000/1251000] [131.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002874] [CE 5.117 (4.806)] [KD 6.090 (5.918)] 2024-10-12 02:14:36,844 - Train: 13.19% [165050/1251000] [131.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002874] [CE 4.816 (4.730)] [KD 5.920 (5.943)] 2024-10-12 02:14:42,680 - Train: 13.20% [165100/1251000] [132.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002874] [CE 4.976 (4.734)] [KD 6.118 (5.921)] 2024-10-12 02:14:46,669 - ==> Total time: 5:36:59 Eta: 1 day, 12:55:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:14:50,338 - Train: 13.20% [165150/1251000] [132.0/1000.0] [batch_t 0.118 (0.145)] [data_t 0.002] [optim_t 0.115] [lr 0.002874] [CE 4.510 (4.642)] [KD 5.805 (5.798)] 2024-10-12 02:14:56,219 - Train: 13.21% [165200/1251000] [132.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002874] [CE 4.373 (4.677)] [KD 5.663 (5.815)] 2024-10-12 02:15:01,963 - Train: 13.21% [165250/1251000] [132.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002874] [CE 4.994 (4.689)] [KD 5.679 (5.815)] 2024-10-12 02:15:07,998 - Train: 13.21% [165300/1251000] [132.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002874] [CE 5.216 (4.807)] [KD 6.333 (5.805)] 2024-10-12 02:15:13,712 - Train: 13.22% [165350/1251000] [132.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002874] [CE 4.423 (4.683)] [KD 5.705 (5.830)] 2024-10-12 02:15:19,753 - Train: 13.22% [165400/1251000] [132.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002874] [CE 4.247 (4.742)] [KD 5.803 (5.865)] 2024-10-12 02:15:25,491 - Train: 13.23% [165450/1251000] [132.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002874] [CE 5.018 (4.842)] [KD 5.985 (5.987)] 2024-10-12 02:15:31,385 - Train: 13.23% [165500/1251000] [132.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002874] [CE 5.032 (4.761)] [KD 5.896 (6.047)] 2024-10-12 02:15:37,408 - Train: 13.23% [165550/1251000] [132.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002874] [CE 4.567 (4.769)] [KD 5.739 (5.898)] 2024-10-12 02:15:43,223 - Train: 13.24% [165600/1251000] [132.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002873] [CE 4.218 (4.655)] [KD 5.364 (5.866)] 2024-10-12 02:15:48,916 - Train: 13.24% [165650/1251000] [132.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002873] [CE 4.856 (4.760)] [KD 6.232 (5.929)] 2024-10-12 02:15:54,757 - Train: 13.25% [165700/1251000] [132.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002873] [CE 4.886 (4.721)] [KD 5.853 (5.909)] 2024-10-12 02:16:00,611 - Train: 13.25% [165750/1251000] [132.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002873] [CE 4.668 (4.753)] [KD 5.896 (5.959)] 2024-10-12 02:16:06,427 - Train: 13.25% [165800/1251000] [132.5/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002873] [CE 4.779 (4.765)] [KD 6.061 (5.869)] 2024-10-12 02:16:12,465 - Train: 13.26% [165850/1251000] [132.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002873] [CE 4.867 (4.770)] [KD 5.919 (5.955)] 2024-10-12 02:16:18,358 - Train: 13.26% [165900/1251000] [132.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002873] [CE 4.860 (4.752)] [KD 5.721 (5.909)] 2024-10-12 02:16:24,051 - Train: 13.27% [165950/1251000] [132.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002873] [CE 4.608 (4.768)] [KD 5.950 (5.995)] 2024-10-12 02:16:30,105 - Train: 13.27% [166000/1251000] [132.7/1000.0] [batch_t 0.232 (0.121)] [data_t 0.002] [optim_t 0.229] [lr 0.002873] [CE 4.425 (4.770)] [KD 5.694 (5.935)] 2024-10-12 02:16:35,826 - Train: 13.27% [166050/1251000] [132.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002873] [CE 4.719 (4.734)] [KD 5.775 (5.916)] 2024-10-12 02:16:41,522 - Train: 13.28% [166100/1251000] [132.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002873] [CE 4.461 (4.709)] [KD 6.179 (5.950)] 2024-10-12 02:16:47,480 - Train: 13.28% [166150/1251000] [132.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002873] [CE 5.222 (4.877)] [KD 6.225 (5.971)] 2024-10-12 02:16:53,180 - Train: 13.29% [166200/1251000] [132.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002873] [CE 5.134 (4.627)] [KD 6.020 (5.879)] 2024-10-12 02:16:59,152 - Train: 13.29% [166250/1251000] [132.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002872] [CE 4.951 (4.754)] [KD 6.099 (5.919)] 2024-10-12 02:17:05,008 - Train: 13.29% [166300/1251000] [132.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002872] [CE 4.792 (4.734)] [KD 5.647 (5.903)] 2024-10-12 02:17:10,918 - Train: 13.30% [166350/1251000] [133.0/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002872] [CE 4.643 (4.707)] [KD 5.835 (5.833)] 2024-10-12 02:17:14,871 - ==> Total time: 5:39:27 Eta: 1 day, 12:52:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:17:18,434 - Train: 13.30% [166400/1251000] [133.0/1000.0] [batch_t 0.114 (0.151)] [data_t 0.003] [optim_t 0.112] [lr 0.002872] [CE 4.623 (4.835)] [KD 5.729 (5.914)] 2024-10-12 02:17:24,301 - Train: 13.31% [166450/1251000] [133.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002872] [CE 4.744 (4.762)] [KD 5.691 (5.895)] 2024-10-12 02:17:30,075 - Train: 13.31% [166500/1251000] [133.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002872] [CE 4.439 (4.785)] [KD 5.344 (5.896)] 2024-10-12 02:17:36,041 - Train: 13.31% [166550/1251000] [133.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002872] [CE 4.869 (4.721)] [KD 6.151 (5.900)] 2024-10-12 02:17:42,022 - Train: 13.32% [166600/1251000] [133.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002872] [CE 4.661 (4.729)] [KD 5.670 (5.835)] 2024-10-12 02:17:47,890 - Train: 13.32% [166650/1251000] [133.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002872] [CE 5.084 (4.741)] [KD 6.308 (5.827)] 2024-10-12 02:17:53,614 - Train: 13.33% [166700/1251000] [133.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002872] [CE 4.868 (4.757)] [KD 6.168 (5.983)] 2024-10-12 02:17:59,339 - Train: 13.33% [166750/1251000] [133.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002872] [CE 4.387 (4.739)] [KD 5.881 (5.965)] 2024-10-12 02:18:05,255 - Train: 13.33% [166800/1251000] [133.3/1000.0] [batch_t 0.273 (0.118)] [data_t 0.003] [optim_t 0.271] [lr 0.002872] [CE 4.362 (4.803)] [KD 5.511 (5.961)] 2024-10-12 02:18:11,389 - Train: 13.34% [166850/1251000] [133.4/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002872] [CE 5.053 (4.726)] [KD 5.962 (5.873)] 2024-10-12 02:18:17,218 - Train: 13.34% [166900/1251000] [133.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002871] [CE 4.226 (4.779)] [KD 5.866 (5.896)] 2024-10-12 02:18:23,047 - Train: 13.35% [166950/1251000] [133.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002871] [CE 5.121 (4.767)] [KD 5.999 (5.894)] 2024-10-12 02:18:28,998 - Train: 13.35% [167000/1251000] [133.5/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002871] [CE 4.581 (4.804)] [KD 5.626 (5.888)] 2024-10-12 02:18:34,784 - Train: 13.35% [167050/1251000] [133.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002871] [CE 4.610 (4.716)] [KD 5.772 (5.941)] 2024-10-12 02:18:40,477 - Train: 13.36% [167100/1251000] [133.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002871] [CE 3.971 (4.774)] [KD 5.764 (5.980)] 2024-10-12 02:18:46,398 - Train: 13.36% [167150/1251000] [133.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002871] [CE 4.352 (4.758)] [KD 5.680 (5.883)] 2024-10-12 02:18:52,230 - Train: 13.37% [167200/1251000] [133.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002871] [CE 4.468 (4.718)] [KD 5.507 (5.905)] 2024-10-12 02:18:58,189 - Train: 13.37% [167250/1251000] [133.7/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002871] [CE 4.754 (4.719)] [KD 5.677 (5.872)] 2024-10-12 02:19:04,029 - Train: 13.37% [167300/1251000] [133.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002871] [CE 5.096 (4.755)] [KD 6.241 (5.866)] 2024-10-12 02:19:09,779 - Train: 13.38% [167350/1251000] [133.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002871] [CE 5.179 (4.699)] [KD 6.193 (5.934)] 2024-10-12 02:19:15,775 - Train: 13.38% [167400/1251000] [133.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002871] [CE 4.456 (4.779)] [KD 6.113 (5.979)] 2024-10-12 02:19:21,737 - Train: 13.39% [167450/1251000] [133.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002871] [CE 5.148 (4.712)] [KD 6.228 (6.003)] 2024-10-12 02:19:27,496 - Train: 13.39% [167500/1251000] [133.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002871] [CE 4.379 (4.760)] [KD 5.936 (5.907)] 2024-10-12 02:19:33,223 - Train: 13.39% [167550/1251000] [133.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002870] [CE 4.638 (4.693)] [KD 5.841 (5.760)] 2024-10-12 02:19:38,948 - Train: 13.40% [167600/1251000] [134.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002870] [CE 4.775 (4.851)] [KD 5.863 (6.016)] 2024-10-12 02:19:42,858 - ==> Total time: 5:41:55 Eta: 1 day, 12:49:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:19:46,693 - Train: 13.40% [167650/1251000] [134.0/1000.0] [batch_t 0.116 (0.167)] [data_t 0.002] [optim_t 0.113] [lr 0.002870] [CE 4.856 (4.800)] [KD 5.844 (5.810)] 2024-10-12 02:19:52,576 - Train: 13.41% [167700/1251000] [134.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002870] [CE 4.100 (4.710)] [KD 5.413 (5.823)] 2024-10-12 02:19:58,522 - Train: 13.41% [167750/1251000] [134.1/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002870] [CE 5.244 (4.769)] [KD 6.379 (5.856)] 2024-10-12 02:20:04,236 - Train: 13.41% [167800/1251000] [134.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002870] [CE 4.837 (4.766)] [KD 6.029 (5.897)] 2024-10-12 02:20:10,253 - Train: 13.42% [167850/1251000] [134.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002870] [CE 5.168 (4.772)] [KD 6.045 (5.956)] 2024-10-12 02:20:15,964 - Train: 13.42% [167900/1251000] [134.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002870] [CE 4.960 (4.776)] [KD 6.094 (5.950)] 2024-10-12 02:20:22,017 - Train: 13.43% [167950/1251000] [134.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002870] [CE 4.491 (4.768)] [KD 5.725 (5.976)] 2024-10-12 02:20:27,858 - Train: 13.43% [168000/1251000] [134.3/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002870] [CE 4.776 (4.733)] [KD 5.969 (5.851)] 2024-10-12 02:20:33,968 - Train: 13.43% [168050/1251000] [134.3/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002870] [CE 4.879 (4.794)] [KD 5.949 (5.901)] 2024-10-12 02:20:39,763 - Train: 13.44% [168100/1251000] [134.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002870] [CE 4.931 (4.723)] [KD 5.922 (5.920)] 2024-10-12 02:20:45,667 - Train: 13.44% [168150/1251000] [134.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002870] [CE 4.511 (4.760)] [KD 5.746 (5.920)] 2024-10-12 02:20:51,524 - Train: 13.45% [168200/1251000] [134.5/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.119] [lr 0.002869] [CE 5.087 (4.750)] [KD 6.144 (5.920)] 2024-10-12 02:20:57,768 - Train: 13.45% [168250/1251000] [134.5/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002869] [CE 4.401 (4.734)] [KD 5.551 (5.788)] 2024-10-12 02:21:03,718 - Train: 13.45% [168300/1251000] [134.5/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002869] [CE 5.033 (4.797)] [KD 6.176 (5.765)] 2024-10-12 02:21:09,934 - Train: 13.46% [168350/1251000] [134.6/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002869] [CE 4.581 (4.719)] [KD 5.686 (5.799)] 2024-10-12 02:21:15,828 - Train: 13.46% [168400/1251000] [134.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002869] [CE 4.291 (4.722)] [KD 5.671 (5.869)] 2024-10-12 02:21:21,641 - Train: 13.47% [168450/1251000] [134.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002869] [CE 4.398 (4.742)] [KD 6.136 (5.909)] 2024-10-12 02:21:27,661 - Train: 13.47% [168500/1251000] [134.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002869] [CE 4.813 (4.783)] [KD 5.830 (5.937)] 2024-10-12 02:21:33,507 - Train: 13.47% [168550/1251000] [134.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002869] [CE 4.813 (4.829)] [KD 6.208 (5.934)] 2024-10-12 02:21:39,361 - Train: 13.48% [168600/1251000] [134.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002869] [CE 4.900 (4.823)] [KD 6.032 (5.960)] 2024-10-12 02:21:45,069 - Train: 13.48% [168650/1251000] [134.8/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002869] [CE 5.018 (4.782)] [KD 5.724 (5.872)] 2024-10-12 02:21:51,013 - Train: 13.49% [168700/1251000] [134.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002869] [CE 4.396 (4.805)] [KD 6.015 (5.920)] 2024-10-12 02:21:56,739 - Train: 13.49% [168750/1251000] [134.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002869] [CE 4.442 (4.763)] [KD 5.780 (6.065)] 2024-10-12 02:22:02,820 - Train: 13.49% [168800/1251000] [134.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002869] [CE 4.950 (4.830)] [KD 6.034 (6.013)] 2024-10-12 02:22:08,801 - Train: 13.50% [168850/1251000] [135.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002868] [CE 4.086 (4.710)] [KD 6.061 (5.863)] 2024-10-12 02:22:17,846 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 31134] [top5_cnt 42395] [top_all 50000] 2024-10-12 02:22:17,847 - net: 62.268 (84.790) 2024-10-12 02:22:22,809 - Test (net_E): 100.00% [50/50] [batch_t 0.028 (0.093)] [top1_cnt 35084] [top5_cnt 44755] [top_all 50000] 2024-10-12 02:22:22,810 - net_E: 70.168 (89.510) 2024-10-12 02:22:22,926 - Max [top1: 62.790 (epoch: 100)] [top1-ema: 70.220 (epoch: 125)] 2024-10-12 02:22:22,926 - ==> Total time: 5:44:35 Eta: 1 day, 12:47:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:22:27,803 - Train: 13.50% [168900/1251000] [135.0/1000.0] [batch_t 0.119 (0.139)] [data_t 0.003] [optim_t 0.116] [lr 0.002868] [CE 4.630 (4.704)] [KD 5.721 (5.837)] 2024-10-12 02:22:33,642 - Train: 13.51% [168950/1251000] [135.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002868] [CE 4.782 (4.796)] [KD 5.995 (5.939)] 2024-10-12 02:22:39,537 - Train: 13.51% [169000/1251000] [135.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002868] [CE 5.127 (4.805)] [KD 6.184 (5.859)] 2024-10-12 02:22:45,666 - Train: 13.51% [169050/1251000] [135.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002868] [CE 5.051 (4.702)] [KD 5.932 (5.899)] 2024-10-12 02:22:51,801 - Train: 13.52% [169100/1251000] [135.2/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002868] [CE 5.039 (4.832)] [KD 6.214 (5.969)] 2024-10-12 02:22:57,527 - Train: 13.52% [169150/1251000] [135.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002868] [CE 4.831 (4.765)] [KD 5.813 (5.927)] 2024-10-12 02:23:03,213 - Train: 13.53% [169200/1251000] [135.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002868] [CE 4.420 (4.715)] [KD 5.954 (5.855)] 2024-10-12 02:23:09,018 - Train: 13.53% [169250/1251000] [135.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002868] [CE 5.153 (4.749)] [KD 6.363 (5.933)] 2024-10-12 02:23:15,250 - Train: 13.53% [169300/1251000] [135.3/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.002868] [CE 4.420 (4.752)] [KD 5.941 (5.960)] 2024-10-12 02:23:21,299 - Train: 13.54% [169350/1251000] [135.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002868] [CE 5.189 (4.808)] [KD 5.788 (5.871)] 2024-10-12 02:23:27,284 - Train: 13.54% [169400/1251000] [135.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002868] [CE 4.108 (4.730)] [KD 5.737 (5.846)] 2024-10-12 02:23:33,010 - Train: 13.55% [169450/1251000] [135.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002868] [CE 4.614 (4.797)] [KD 5.636 (5.997)] 2024-10-12 02:23:38,706 - Train: 13.55% [169500/1251000] [135.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002867] [CE 5.142 (4.713)] [KD 6.118 (5.990)] 2024-10-12 02:23:44,516 - Train: 13.55% [169550/1251000] [135.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 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[135.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002867] [CE 4.478 (4.654)] [KD 5.610 (5.853)] 2024-10-12 02:24:25,619 - Train: 13.58% [169900/1251000] [135.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002867] [CE 4.519 (4.730)] [KD 5.908 (5.886)] 2024-10-12 02:24:31,578 - Train: 13.59% [169950/1251000] [135.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002867] [CE 4.979 (4.779)] [KD 6.143 (6.020)] 2024-10-12 02:24:37,263 - Train: 13.59% [170000/1251000] [135.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002867] [CE 4.508 (4.728)] [KD 5.539 (5.845)] 2024-10-12 02:24:42,954 - Train: 13.59% [170050/1251000] [135.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002867] [CE 4.793 (4.786)] [KD 6.171 (5.989)] 2024-10-12 02:24:48,660 - Train: 13.60% [170100/1251000] [136.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002867] [CE 5.083 (4.714)] [KD 6.113 (5.953)] 2024-10-12 02:24:52,999 - ==> Total time: 5:47:05 Eta: 1 day, 12:45:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:24:56,065 - Train: 13.60% [170150/1251000] [136.0/1000.0] [batch_t 0.114 (0.149)] [data_t 0.002] [optim_t 0.111] [lr 0.002866] [CE 4.417 (4.707)] [KD 5.915 (5.856)] 2024-10-12 02:25:01,977 - Train: 13.61% [170200/1251000] [136.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002866] [CE 4.745 (4.722)] [KD 6.136 (5.907)] 2024-10-12 02:25:07,995 - Train: 13.61% [170250/1251000] [136.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002866] [CE 4.628 (4.821)] [KD 5.989 (6.014)] 2024-10-12 02:25:13,681 - Train: 13.61% [170300/1251000] [136.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002866] [CE 4.888 (4.758)] [KD 5.596 (5.923)] 2024-10-12 02:25:19,459 - Train: 13.62% [170350/1251000] [136.2/1000.0] [batch_t 0.123 (0.115)] [data_t 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Train: 13.64% [170650/1251000] [136.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002866] [CE 4.495 (4.778)] [KD 5.860 (5.986)] 2024-10-12 02:26:00,848 - Train: 13.65% [170700/1251000] [136.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002866] [CE 4.982 (4.738)] [KD 6.087 (5.951)] 2024-10-12 02:26:06,528 - Train: 13.65% [170750/1251000] [136.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002866] [CE 4.520 (4.797)] [KD 5.547 (5.974)] 2024-10-12 02:26:12,329 - Train: 13.65% [170800/1251000] [136.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002865] [CE 4.771 (4.735)] [KD 6.546 (5.956)] 2024-10-12 02:26:18,087 - Train: 13.66% [170850/1251000] [136.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002865] [CE 4.314 (4.676)] [KD 5.916 (5.907)] 2024-10-12 02:26:23,866 - Train: 13.66% [170900/1251000] [136.6/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002865] [CE 4.945 (4.787)] [KD 5.980 (5.904)] 2024-10-12 02:26:29,848 - Train: 13.67% [170950/1251000] [136.7/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002865] [CE 4.316 (4.713)] [KD 5.699 (5.931)] 2024-10-12 02:26:35,881 - Train: 13.67% [171000/1251000] [136.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002865] [CE 4.403 (4.684)] [KD 5.504 (5.843)] 2024-10-12 02:26:41,987 - Train: 13.67% [171050/1251000] [136.7/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002865] [CE 4.600 (4.722)] [KD 6.115 (5.888)] 2024-10-12 02:26:47,991 - Train: 13.68% [171100/1251000] [136.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002865] [CE 4.298 (4.676)] [KD 5.663 (5.847)] 2024-10-12 02:26:53,749 - Train: 13.68% [171150/1251000] [136.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002865] [CE 4.967 (4.790)] [KD 6.299 (5.894)] 2024-10-12 02:26:59,450 - Train: 13.69% [171200/1251000] [136.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002865] [CE 4.706 (4.752)] [KD 5.853 (5.893)] 2024-10-12 02:27:05,304 - Train: 13.69% [171250/1251000] [136.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002865] [CE 5.207 (4.774)] [KD 6.078 (5.919)] 2024-10-12 02:27:11,097 - Train: 13.69% [171300/1251000] [136.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002865] [CE 4.718 (4.769)] [KD 6.042 (5.895)] 2024-10-12 02:27:16,897 - Train: 13.70% [171350/1251000] [137.0/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002865] [CE 4.442 (4.690)] [KD 5.840 (5.794)] 2024-10-12 02:27:21,289 - ==> Total time: 5:49:33 Eta: 1 day, 12:42:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:27:24,223 - Train: 13.70% [171400/1251000] [137.0/1000.0] [batch_t 0.272 (0.148)] [data_t 0.003] [optim_t 0.270] [lr 0.002865] [CE 5.074 (4.767)] [KD 5.866 (5.862)] 2024-10-12 02:27:30,225 - Train: 13.71% [171450/1251000] [137.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002864] [CE 4.986 (4.690)] [KD 5.828 (5.869)] 2024-10-12 02:27:36,063 - Train: 13.71% [171500/1251000] [137.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002864] [CE 5.061 (4.748)] [KD 5.977 (5.841)] 2024-10-12 02:27:41,973 - Train: 13.71% [171550/1251000] [137.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002864] [CE 5.239 (4.772)] [KD 6.019 (5.857)] 2024-10-12 02:27:47,955 - Train: 13.72% [171600/1251000] [137.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002864] [CE 5.259 (4.751)] [KD 5.934 (5.861)] 2024-10-12 02:27:53,691 - Train: 13.72% [171650/1251000] [137.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002864] [CE 4.646 (4.778)] [KD 5.691 (5.891)] 2024-10-12 02:27:59,746 - Train: 13.73% [171700/1251000] [137.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002864] [CE 4.965 (4.782)] [KD 5.765 (5.886)] 2024-10-12 02:28:05,701 - Train: 13.73% [171750/1251000] [137.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002864] [CE 5.276 (4.721)] [KD 6.066 (5.952)] 2024-10-12 02:28:11,425 - Train: 13.73% [171800/1251000] [137.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002864] [CE 4.586 (4.719)] [KD 6.080 (5.995)] 2024-10-12 02:28:17,561 - Train: 13.74% [171850/1251000] [137.4/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002864] [CE 5.037 (4.767)] [KD 5.855 (5.989)] 2024-10-12 02:28:23,562 - Train: 13.74% [171900/1251000] [137.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002864] [CE 4.555 (4.749)] [KD 5.989 (6.007)] 2024-10-12 02:28:29,606 - Train: 13.75% [171950/1251000] [137.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002864] [CE 5.034 (4.714)] [KD 6.010 (5.903)] 2024-10-12 02:28:35,552 - Train: 13.75% [172000/1251000] [137.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002864] [CE 4.765 (4.826)] [KD 5.980 (5.947)] 2024-10-12 02:28:41,379 - Train: 13.75% [172050/1251000] [137.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002864] [CE 4.859 (4.763)] [KD 5.745 (5.967)] 2024-10-12 02:28:47,079 - Train: 13.76% [172100/1251000] [137.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002863] [CE 5.223 (4.753)] [KD 6.182 (5.916)] 2024-10-12 02:28:53,043 - Train: 13.76% [172150/1251000] [137.6/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002863] [CE 4.516 (4.671)] [KD 5.388 (5.834)] 2024-10-12 02:28:58,801 - Train: 13.76% [172200/1251000] [137.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002863] [CE 4.950 (4.703)] [KD 6.170 (5.861)] 2024-10-12 02:29:04,782 - Train: 13.77% [172250/1251000] [137.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002863] [CE 5.081 (4.738)] [KD 6.367 (5.987)] 2024-10-12 02:29:10,784 - Train: 13.77% [172300/1251000] [137.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002863] [CE 4.145 (4.762)] [KD 5.431 (5.922)] 2024-10-12 02:29:16,623 - Train: 13.78% [172350/1251000] [137.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002863] [CE 4.660 (4.627)] [KD 6.139 (5.793)] 2024-10-12 02:29:22,512 - Train: 13.78% [172400/1251000] [137.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002863] [CE 4.287 (4.717)] [KD 5.968 (5.961)] 2024-10-12 02:29:28,595 - Train: 13.78% [172450/1251000] [137.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002863] [CE 4.708 (4.774)] [KD 5.806 (5.921)] 2024-10-12 02:29:34,382 - Train: 13.79% [172500/1251000] [137.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002863] [CE 4.820 (4.768)] [KD 6.050 (5.909)] 2024-10-12 02:29:40,215 - Train: 13.79% [172550/1251000] [137.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002863] [CE 4.958 (4.739)] [KD 6.046 (5.915)] 2024-10-12 02:29:46,025 - Train: 13.80% [172600/1251000] [138.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002863] [CE 4.696 (4.737)] [KD 5.969 (5.993)] 2024-10-12 02:29:50,318 - ==> Total time: 5:52:02 Eta: 1 day, 12:39:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:29:53,471 - Train: 13.80% [172650/1251000] [138.0/1000.0] [batch_t 0.115 (0.145)] [data_t 0.002] [optim_t 0.112] [lr 0.002863] [CE 4.877 (4.959)] [KD 6.227 (5.992)] 2024-10-12 02:29:59,741 - Train: 13.80% [172700/1251000] [138.0/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.111] [lr 0.002863] [CE 4.899 (4.739)] [KD 6.013 (5.852)] 2024-10-12 02:30:05,744 - Train: 13.81% [172750/1251000] [138.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002862] [CE 4.431 (4.716)] [KD 5.821 (5.834)] 2024-10-12 02:30:11,451 - Train: 13.81% [172800/1251000] [138.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002862] [CE 4.757 (4.805)] [KD 5.808 (5.943)] 2024-10-12 02:30:17,148 - Train: 13.82% [172850/1251000] [138.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002862] [CE 4.866 (4.774)] [KD 5.948 (5.889)] 2024-10-12 02:30:22,981 - Train: 13.82% [172900/1251000] [138.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002862] [CE 5.056 (4.735)] [KD 6.146 (5.833)] 2024-10-12 02:30:28,837 - Train: 13.82% [172950/1251000] [138.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002862] [CE 4.990 (4.768)] [KD 6.063 (5.924)] 2024-10-12 02:30:34,902 - Train: 13.83% [173000/1251000] [138.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002862] [CE 4.463 (4.717)] [KD 5.629 (5.807)] 2024-10-12 02:30:40,758 - Train: 13.83% [173050/1251000] [138.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002862] [CE 5.032 (4.824)] [KD 6.048 (6.005)] 2024-10-12 02:30:46,570 - Train: 13.84% [173100/1251000] [138.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002862] [CE 4.880 (4.832)] [KD 6.258 (5.940)] 2024-10-12 02:30:52,394 - Train: 13.84% [173150/1251000] [138.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002862] [CE 4.751 (4.748)] [KD 6.052 (5.932)] 2024-10-12 02:30:58,163 - Train: 13.84% [173200/1251000] [138.4/1000.0] [batch_t 0.121 (0.115)] [data_t 0.002] [optim_t 0.118] [lr 0.002862] [CE 4.924 (4.718)] [KD 6.292 (5.792)] 2024-10-12 02:31:04,362 - Train: 13.85% [173250/1251000] [138.5/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002862] [CE 5.088 (4.767)] [KD 5.963 (6.003)] 2024-10-12 02:31:10,316 - Train: 13.85% [173300/1251000] [138.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002862] [CE 4.933 (4.737)] [KD 5.880 (5.910)] 2024-10-12 02:31:16,109 - Train: 13.86% [173350/1251000] [138.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002861] [CE 4.287 (4.736)] [KD 5.778 (5.903)] 2024-10-12 02:31:21,945 - Train: 13.86% [173400/1251000] [138.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002861] [CE 4.776 (4.813)] [KD 5.843 (6.048)] 2024-10-12 02:31:27,907 - Train: 13.86% [173450/1251000] [138.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002861] [CE 4.876 (4.827)] [KD 6.174 (5.973)] 2024-10-12 02:31:33,660 - Train: 13.87% [173500/1251000] [138.7/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002861] [CE 4.811 (4.786)] [KD 5.854 (5.909)] 2024-10-12 02:31:39,791 - Train: 13.87% [173550/1251000] [138.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002861] [CE 4.620 (4.769)] [KD 5.581 (5.865)] 2024-10-12 02:31:45,784 - Train: 13.88% [173600/1251000] [138.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002861] [CE 4.423 (4.791)] [KD 5.743 (5.992)] 2024-10-12 02:31:51,509 - Train: 13.88% [173650/1251000] [138.8/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002861] [CE 5.001 (4.704)] [KD 6.180 (5.920)] 2024-10-12 02:31:57,293 - Train: 13.88% [173700/1251000] [138.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002861] [CE 4.201 (4.727)] [KD 5.493 (5.932)] 2024-10-12 02:32:03,197 - Train: 13.89% [173750/1251000] [138.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002861] [CE 5.056 (4.800)] [KD 5.870 (6.037)] 2024-10-12 02:32:09,192 - Train: 13.89% [173800/1251000] [138.9/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002861] [CE 5.159 (4.761)] [KD 6.072 (5.969)] 2024-10-12 02:32:15,300 - Train: 13.90% [173850/1251000] [139.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002861] [CE 4.728 (4.751)] [KD 6.149 (5.955)] 2024-10-12 02:32:19,882 - ==> Total time: 5:54:32 Eta: 1 day, 12:36:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:32:22,501 - Train: 13.90% [173900/1251000] [139.0/1000.0] [batch_t 0.116 (0.149)] [data_t 0.003] [optim_t 0.113] [lr 0.002861] [CE 4.999 (4.762)] [KD 6.010 (5.900)] 2024-10-12 02:32:28,466 - Train: 13.90% [173950/1251000] [139.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002861] [CE 5.153 (4.662)] [KD 5.902 (5.884)] 2024-10-12 02:32:34,423 - Train: 13.91% [174000/1251000] [139.1/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002860] [CE 4.456 (4.644)] [KD 5.641 (5.823)] 2024-10-12 02:32:40,218 - Train: 13.91% [174050/1251000] [139.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002860] [CE 4.972 (4.797)] [KD 6.016 (5.974)] 2024-10-12 02:32:45,975 - Train: 13.92% [174100/1251000] [139.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002860] [CE 4.502 (4.762)] [KD 5.586 (5.956)] 2024-10-12 02:32:51,930 - Train: 13.92% [174150/1251000] [139.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002860] [CE 4.908 (4.737)] [KD 5.795 (5.859)] 2024-10-12 02:32:58,167 - Train: 13.92% [174200/1251000] [139.2/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002860] [CE 4.914 (4.735)] [KD 5.762 (5.895)] 2024-10-12 02:33:04,125 - Train: 13.93% [174250/1251000] [139.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002860] [CE 5.014 (4.757)] [KD 6.172 (5.866)] 2024-10-12 02:33:10,202 - Train: 13.93% [174300/1251000] [139.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002860] [CE 4.748 (4.693)] [KD 5.921 (5.881)] 2024-10-12 02:33:16,001 - Train: 13.94% [174350/1251000] [139.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002860] [CE 5.032 (4.787)] [KD 5.884 (5.884)] 2024-10-12 02:33:21,966 - Train: 13.94% [174400/1251000] [139.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002860] [CE 4.907 (4.786)] [KD 5.882 (5.964)] 2024-10-12 02:33:27,793 - Train: 13.94% [174450/1251000] [139.4/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002860] [CE 4.770 (4.785)] [KD 5.876 (5.981)] 2024-10-12 02:33:33,675 - Train: 13.95% [174500/1251000] [139.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002860] [CE 5.142 (4.717)] [KD 5.914 (5.859)] 2024-10-12 02:33:39,669 - Train: 13.95% [174550/1251000] [139.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002860] [CE 4.835 (4.705)] [KD 6.058 (5.824)] 2024-10-12 02:33:45,722 - Train: 13.96% [174600/1251000] [139.6/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002860] [CE 4.863 (4.796)] [KD 6.198 (5.907)] 2024-10-12 02:33:51,662 - Train: 13.96% [174650/1251000] [139.6/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002859] [CE 4.386 (4.738)] [KD 5.554 (5.905)] 2024-10-12 02:33:57,651 - Train: 13.96% [174700/1251000] [139.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002859] [CE 4.536 (4.776)] [KD 6.062 (6.034)] 2024-10-12 02:34:03,607 - Train: 13.97% [174750/1251000] [139.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002859] [CE 4.497 (4.767)] [KD 6.207 (5.949)] 2024-10-12 02:34:09,555 - Train: 13.97% [174800/1251000] [139.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002859] [CE 5.021 (4.760)] [KD 6.103 (5.983)] 2024-10-12 02:34:15,731 - Train: 13.98% [174850/1251000] [139.8/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002859] [CE 4.255 (4.748)] [KD 5.686 (5.954)] 2024-10-12 02:34:21,531 - Train: 13.98% [174900/1251000] [139.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002859] [CE 4.831 (4.797)] [KD 5.979 (5.981)] 2024-10-12 02:34:27,380 - Train: 13.98% [174950/1251000] [139.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002859] [CE 4.743 (4.713)] [KD 6.005 (5.854)] 2024-10-12 02:34:33,494 - Train: 13.99% [175000/1251000] [139.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002859] [CE 4.881 (4.800)] [KD 6.037 (5.983)] 2024-10-12 02:34:39,595 - Train: 13.99% [175050/1251000] [139.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002859] [CE 4.823 (4.714)] [KD 6.055 (5.940)] 2024-10-12 02:34:45,483 - Train: 14.00% [175100/1251000] [140.0/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002859] [CE 4.916 (4.754)] [KD 5.716 (5.914)] 2024-10-12 02:34:55,310 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31554] [top5_cnt 42669] [top_all 50000] 2024-10-12 02:34:55,311 - net: 63.108 (85.338) 2024-10-12 02:35:00,237 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 35117] [top5_cnt 44736] [top_all 50000] 2024-10-12 02:35:00,238 - net_E: 70.234 (89.472) 2024-10-12 02:35:00,368 - Max [top1: 63.108 (epoch: 140)] [top1-ema: 70.234 (epoch: 140)] 2024-10-12 02:35:00,369 - ==> Total time: 5:57:13 Eta: 1 day, 12:34:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:35:08,652 - Train: 14.00% [175150/1251000] [140.0/1000.0] [batch_t 0.115 (0.145)] [data_t 0.002] [optim_t 0.112] [lr 0.002859] [CE 4.873 (4.751)] [KD 5.929 (5.867)] 2024-10-12 02:35:14,496 - Train: 14.00% [175200/1251000] [140.0/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.107] [lr 0.002859] [CE 4.471 (4.764)] [KD 6.137 (5.821)] 2024-10-12 02:35:20,364 - Train: 14.01% [175250/1251000] [140.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002858] [CE 4.627 (4.694)] [KD 6.063 (5.899)] 2024-10-12 02:35:26,097 - Train: 14.01% [175300/1251000] [140.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002858] [CE 4.930 (4.703)] [KD 5.786 (5.793)] 2024-10-12 02:35:32,046 - Train: 14.02% [175350/1251000] [140.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002858] [CE 4.241 (4.757)] [KD 5.751 (5.864)] 2024-10-12 02:35:38,135 - Train: 14.02% [175400/1251000] [140.2/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002858] [CE 5.103 (4.744)] [KD 6.081 (5.839)] 2024-10-12 02:35:44,002 - Train: 14.02% [175450/1251000] [140.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002858] [CE 4.374 (4.750)] [KD 5.897 (5.881)] 2024-10-12 02:35:49,710 - Train: 14.03% [175500/1251000] [140.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002858] [CE 5.037 (4.777)] [KD 5.937 (5.889)] 2024-10-12 02:35:55,652 - Train: 14.03% [175550/1251000] [140.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002858] [CE 4.698 (4.741)] [KD 5.836 (5.906)] 2024-10-12 02:36:01,572 - Train: 14.04% [175600/1251000] [140.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002858] [CE 4.422 (4.789)] [KD 5.730 (5.813)] 2024-10-12 02:36:07,681 - Train: 14.04% [175650/1251000] [140.4/1000.0] [batch_t 0.230 (0.122)] [data_t 0.003] [optim_t 0.227] [lr 0.002858] [CE 4.546 (4.698)] [KD 5.732 (5.791)] 2024-10-12 02:36:13,538 - Train: 14.04% [175700/1251000] [140.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002858] [CE 4.743 (4.829)] [KD 5.986 (6.022)] 2024-10-12 02:36:19,310 - Train: 14.05% [175750/1251000] [140.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002858] [CE 4.677 (4.745)] [KD 6.088 (6.003)] 2024-10-12 02:36:25,037 - Train: 14.05% [175800/1251000] [140.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002858] [CE 4.960 (4.778)] [KD 5.781 (6.028)] 2024-10-12 02:36:31,091 - Train: 14.06% [175850/1251000] [140.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002858] [CE 4.751 (4.780)] [KD 5.990 (5.911)] 2024-10-12 02:36:36,865 - Train: 14.06% [175900/1251000] [140.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002857] [CE 5.069 (4.776)] [KD 6.425 (5.888)] 2024-10-12 02:36:42,963 - Train: 14.06% [175950/1251000] [140.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002857] [CE 4.579 (4.735)] [KD 5.997 (5.890)] 2024-10-12 02:36:48,999 - Train: 14.07% [176000/1251000] [140.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002857] [CE 4.684 (4.710)] [KD 6.134 (5.852)] 2024-10-12 02:36:54,850 - Train: 14.07% [176050/1251000] [140.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002857] [CE 5.176 (4.719)] [KD 5.692 (5.864)] 2024-10-12 02:37:00,627 - Train: 14.08% [176100/1251000] [140.8/1000.0] [batch_t 0.125 (0.115)] [data_t 0.002] [optim_t 0.123] [lr 0.002857] [CE 4.736 (4.693)] [KD 5.700 (5.943)] 2024-10-12 02:37:06,444 - Train: 14.08% [176150/1251000] [140.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002857] [CE 4.402 (4.818)] [KD 5.863 (6.024)] 2024-10-12 02:37:12,288 - Train: 14.08% [176200/1251000] [140.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002857] [CE 4.147 (4.653)] [KD 5.767 (5.855)] 2024-10-12 02:37:18,398 - Train: 14.09% [176250/1251000] [140.9/1000.0] [batch_t 0.125 (0.122)] [data_t 0.002] [optim_t 0.122] [lr 0.002857] [CE 4.745 (4.789)] [KD 6.127 (6.020)] 2024-10-12 02:37:24,519 - Train: 14.09% [176300/1251000] [140.9/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002857] [CE 5.106 (4.867)] [KD 6.071 (5.965)] 2024-10-12 02:37:30,257 - Train: 14.10% [176350/1251000] [141.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002857] [CE 4.448 (4.733)] [KD 5.587 (5.915)] 2024-10-12 02:37:35,126 - ==> Total time: 5:59:47 Eta: 1 day, 12:31:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:37:38,025 - Train: 14.10% [176400/1251000] [141.0/1000.0] [batch_t 0.114 (0.164)] [data_t 0.002] [optim_t 0.111] [lr 0.002857] [CE 4.688 (4.640)] [KD 5.636 (5.823)] 2024-10-12 02:37:44,014 - Train: 14.10% [176450/1251000] [141.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002857] [CE 4.981 (4.822)] [KD 5.732 (5.874)] 2024-10-12 02:37:49,879 - Train: 14.11% [176500/1251000] [141.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002857] [CE 4.585 (4.729)] [KD 6.030 (5.938)] 2024-10-12 02:37:55,716 - Train: 14.11% [176550/1251000] [141.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002856] [CE 4.902 (4.705)] [KD 5.994 (5.897)] 2024-10-12 02:38:02,067 - Train: 14.12% [176600/1251000] [141.2/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002856] [CE 4.647 (4.766)] [KD 5.837 (5.909)] 2024-10-12 02:38:08,006 - Train: 14.12% [176650/1251000] [141.2/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002856] [CE 4.825 (4.664)] [KD 5.813 (5.915)] 2024-10-12 02:38:14,094 - Train: 14.12% [176700/1251000] [141.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002856] [CE 4.412 (4.823)] [KD 5.454 (5.943)] 2024-10-12 02:38:19,926 - Train: 14.13% [176750/1251000] [141.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002856] [CE 4.745 (4.674)] [KD 5.720 (5.805)] 2024-10-12 02:38:25,713 - Train: 14.13% [176800/1251000] [141.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002856] [CE 5.116 (4.804)] [KD 5.819 (5.971)] 2024-10-12 02:38:31,598 - Train: 14.14% [176850/1251000] [141.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002856] [CE 4.938 (4.761)] [KD 6.085 (5.922)] 2024-10-12 02:38:37,841 - Train: 14.14% [176900/1251000] [141.4/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002856] [CE 5.020 (4.802)] [KD 5.944 (5.892)] 2024-10-12 02:38:43,656 - Train: 14.14% [176950/1251000] [141.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002856] [CE 4.937 (4.761)] [KD 6.245 (5.905)] 2024-10-12 02:38:49,771 - Train: 14.15% [177000/1251000] [141.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002856] [CE 5.244 (4.723)] [KD 6.100 (5.821)] 2024-10-12 02:38:55,649 - Train: 14.15% [177050/1251000] [141.5/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002856] [CE 5.032 (4.761)] [KD 5.863 (5.852)] 2024-10-12 02:39:01,681 - Train: 14.16% [177100/1251000] [141.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002856] [CE 4.667 (4.728)] [KD 5.801 (5.887)] 2024-10-12 02:39:07,759 - Train: 14.16% [177150/1251000] [141.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002855] [CE 4.528 (4.682)] [KD 6.028 (5.900)] 2024-10-12 02:39:13,770 - Train: 14.16% [177200/1251000] [141.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002855] [CE 4.735 (4.727)] [KD 5.776 (5.922)] 2024-10-12 02:39:19,723 - Train: 14.17% [177250/1251000] [141.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002855] [CE 5.006 (4.826)] [KD 5.975 (5.947)] 2024-10-12 02:39:25,633 - Train: 14.17% [177300/1251000] [141.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002855] [CE 5.040 (4.774)] [KD 5.854 (5.922)] 2024-10-12 02:39:31,568 - Train: 14.18% [177350/1251000] [141.8/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002855] [CE 4.532 (4.712)] [KD 5.717 (5.916)] 2024-10-12 02:39:37,458 - Train: 14.18% [177400/1251000] [141.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002855] [CE 4.829 (4.782)] [KD 5.646 (5.897)] 2024-10-12 02:39:43,660 - Train: 14.18% [177450/1251000] [141.8/1000.0] [batch_t 0.229 (0.124)] [data_t 0.002] [optim_t 0.227] [lr 0.002855] [CE 5.297 (4.830)] [KD 6.073 (6.003)] 2024-10-12 02:39:49,709 - Train: 14.19% [177500/1251000] [141.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002855] [CE 4.241 (4.761)] [KD 5.240 (5.873)] 2024-10-12 02:39:55,490 - Train: 14.19% [177550/1251000] [141.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002855] [CE 4.620 (4.788)] [KD 5.848 (5.932)] 2024-10-12 02:40:01,390 - Train: 14.20% [177600/1251000] [142.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002855] [CE 4.581 (4.722)] [KD 5.888 (5.896)] 2024-10-12 02:40:06,344 - ==> Total time: 6:02:19 Eta: 1 day, 12:29:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:40:08,897 - Train: 14.20% [177650/1251000] [142.0/1000.0] [batch_t 0.114 (0.183)] [data_t 0.002] [optim_t 0.111] [lr 0.002855] [CE 4.956 (4.904)] [KD 6.229 (6.111)] 2024-10-12 02:40:14,595 - Train: 14.20% [177700/1251000] [142.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002855] [CE 5.254 (4.723)] [KD 6.167 (5.929)] 2024-10-12 02:40:20,660 - Train: 14.21% [177750/1251000] [142.1/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002854] [CE 5.068 (4.719)] [KD 6.150 (5.794)] 2024-10-12 02:40:26,704 - Train: 14.21% [177800/1251000] [142.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002854] [CE 4.866 (4.753)] [KD 6.258 (5.863)] 2024-10-12 02:40:32,589 - Train: 14.22% [177850/1251000] [142.2/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002854] [CE 4.453 (4.745)] [KD 5.608 (5.833)] 2024-10-12 02:40:38,664 - Train: 14.22% [177900/1251000] [142.2/1000.0] [batch_t 0.126 (0.121)] [data_t 0.002] [optim_t 0.124] [lr 0.002854] [CE 4.409 (4.802)] [KD 5.921 (5.922)] 2024-10-12 02:40:44,644 - Train: 14.22% [177950/1251000] [142.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002854] [CE 4.307 (4.733)] [KD 5.874 (5.878)] 2024-10-12 02:40:50,403 - Train: 14.23% [178000/1251000] [142.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002854] [CE 4.681 (4.678)] [KD 6.133 (5.881)] 2024-10-12 02:40:56,379 - Train: 14.23% [178050/1251000] [142.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002854] [CE 4.287 (4.775)] [KD 6.264 (5.880)] 2024-10-12 02:41:02,240 - Train: 14.24% [178100/1251000] [142.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002854] [CE 5.214 (4.797)] [KD 6.202 (5.973)] 2024-10-12 02:41:07,948 - Train: 14.24% [178150/1251000] [142.4/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002854] [CE 4.675 (4.725)] [KD 5.928 (5.893)] 2024-10-12 02:41:14,149 - Train: 14.24% [178200/1251000] [142.4/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002854] [CE 4.217 (4.771)] [KD 5.788 (5.892)] 2024-10-12 02:41:20,058 - Train: 14.25% [178250/1251000] [142.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002854] [CE 4.686 (4.791)] [KD 6.022 (5.917)] 2024-10-12 02:41:25,825 - Train: 14.25% [178300/1251000] [142.5/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002854] [CE 4.119 (4.773)] [KD 5.812 (5.902)] 2024-10-12 02:41:31,817 - Train: 14.26% [178350/1251000] [142.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002854] [CE 4.542 (4.824)] [KD 5.502 (6.004)] 2024-10-12 02:41:37,660 - Train: 14.26% [178400/1251000] [142.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002853] [CE 4.536 (4.797)] [KD 5.899 (5.953)] 2024-10-12 02:41:43,748 - Train: 14.26% [178450/1251000] [142.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002853] [CE 4.858 (4.807)] [KD 5.625 (5.953)] 2024-10-12 02:41:49,705 - Train: 14.27% [178500/1251000] [142.7/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002853] [CE 4.721 (4.762)] [KD 5.821 (5.917)] 2024-10-12 02:41:55,598 - Train: 14.27% [178550/1251000] [142.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002853] [CE 4.820 (4.740)] [KD 6.282 (5.847)] 2024-10-12 02:42:01,670 - Train: 14.28% [178600/1251000] [142.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002853] [CE 4.869 (4.729)] [KD 6.190 (5.994)] 2024-10-12 02:42:07,739 - Train: 14.28% [178650/1251000] [142.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002853] [CE 4.686 (4.758)] [KD 5.941 (5.950)] 2024-10-12 02:42:13,497 - Train: 14.28% [178700/1251000] [142.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002853] [CE 4.669 (4.741)] [KD 5.932 (5.955)] 2024-10-12 02:42:19,340 - Train: 14.29% [178750/1251000] [142.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002853] [CE 4.519 (4.775)] [KD 5.966 (5.897)] 2024-10-12 02:42:25,258 - Train: 14.29% [178800/1251000] [142.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002853] [CE 4.676 (4.780)] [KD 5.884 (6.025)] 2024-10-12 02:42:31,089 - Train: 14.30% [178850/1251000] [143.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002853] [CE 4.920 (4.727)] [KD 6.132 (5.922)] 2024-10-12 02:42:35,996 - ==> Total time: 6:04:48 Eta: 1 day, 12:26:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:42:38,451 - Train: 14.30% [178900/1251000] [143.0/1000.0] [batch_t 0.118 (0.185)] [data_t 0.003] [optim_t 0.115] [lr 0.002853] [CE 4.594 (4.594)] [KD 5.720 (5.706)] 2024-10-12 02:42:44,245 - Train: 14.30% [178950/1251000] [143.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002853] [CE 4.860 (4.784)] [KD 5.852 (5.859)] 2024-10-12 02:42:50,031 - Train: 14.31% [179000/1251000] [143.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002852] [CE 5.048 (4.704)] [KD 6.213 (5.848)] 2024-10-12 02:42:56,223 - Train: 14.31% [179050/1251000] [143.1/1000.0] [batch_t 0.257 (0.124)] [data_t 0.003] [optim_t 0.254] [lr 0.002852] [CE 4.302 (4.708)] [KD 5.532 (5.813)] 2024-10-12 02:43:02,182 - Train: 14.32% [179100/1251000] [143.2/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002852] [CE 5.033 (4.794)] [KD 5.902 (5.840)] 2024-10-12 02:43:07,936 - Train: 14.32% [179150/1251000] [143.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002852] [CE 4.503 (4.715)] [KD 5.839 (5.784)] 2024-10-12 02:43:13,974 - Train: 14.32% [179200/1251000] [143.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002852] [CE 4.264 (4.689)] [KD 5.762 (5.885)] 2024-10-12 02:43:19,863 - Train: 14.33% [179250/1251000] [143.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002852] [CE 4.332 (4.664)] [KD 5.827 (5.863)] 2024-10-12 02:43:25,606 - Train: 14.33% [179300/1251000] [143.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002852] [CE 4.850 (4.715)] [KD 5.720 (5.833)] 2024-10-12 02:43:31,375 - Train: 14.34% [179350/1251000] [143.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002852] [CE 5.002 (4.783)] [KD 6.148 (5.890)] 2024-10-12 02:43:37,143 - Train: 14.34% [179400/1251000] [143.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002852] [CE 4.648 (4.740)] [KD 5.798 (5.897)] 2024-10-12 02:43:43,058 - Train: 14.34% [179450/1251000] [143.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002852] [CE 4.983 (4.716)] [KD 5.858 (5.850)] 2024-10-12 02:43:49,415 - Train: 14.35% [179500/1251000] [143.5/1000.0] [batch_t 0.122 (0.127)] [data_t 0.002] [optim_t 0.119] [lr 0.002852] [CE 4.570 (4.827)] [KD 6.250 (6.002)] 2024-10-12 02:43:55,169 - Train: 14.35% [179550/1251000] [143.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002852] [CE 4.627 (4.780)] [KD 5.673 (5.883)] 2024-10-12 02:44:01,038 - Train: 14.36% [179600/1251000] [143.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002852] [CE 4.862 (4.777)] [KD 6.290 (5.893)] 2024-10-12 02:44:06,973 - Train: 14.36% [179650/1251000] [143.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002851] [CE 4.544 (4.781)] [KD 5.717 (5.937)] 2024-10-12 02:44:12,837 - Train: 14.36% [179700/1251000] [143.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002851] [CE 3.912 (4.725)] [KD 5.563 (5.862)] 2024-10-12 02:44:18,707 - Train: 14.37% [179750/1251000] [143.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002851] [CE 4.736 (4.722)] [KD 6.034 (5.924)] 2024-10-12 02:44:24,449 - Train: 14.37% [179800/1251000] [143.7/1000.0] [batch_t 0.123 (0.115)] [data_t 0.003] [optim_t 0.120] [lr 0.002851] [CE 4.764 (4.747)] [KD 6.014 (5.959)] 2024-10-12 02:44:30,132 - Train: 14.38% [179850/1251000] [143.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002851] [CE 4.538 (4.697)] [KD 5.860 (5.988)] 2024-10-12 02:44:36,172 - Train: 14.38% [179900/1251000] [143.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002851] [CE 4.955 (4.728)] [KD 5.940 (5.912)] 2024-10-12 02:44:41,993 - Train: 14.38% [179950/1251000] [143.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002851] [CE 4.844 (4.750)] [KD 6.128 (5.883)] 2024-10-12 02:44:47,693 - Train: 14.39% [180000/1251000] [143.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002851] [CE 4.894 (4.849)] [KD 5.867 (5.959)] 2024-10-12 02:44:53,616 - Train: 14.39% [180050/1251000] [143.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002851] [CE 4.790 (4.825)] [KD 6.083 (5.964)] 2024-10-12 02:44:59,450 - Train: 14.40% [180100/1251000] [144.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002851] [CE 5.170 (4.781)] [KD 6.549 (5.979)] 2024-10-12 02:45:04,411 - ==> Total time: 6:07:17 Eta: 1 day, 12:23:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:45:07,606 - Train: 14.40% [180150/1251000] [144.0/1000.0] [batch_t 0.114 (0.169)] [data_t 0.003] [optim_t 0.111] [lr 0.002851] [CE 4.629 (4.755)] [KD 6.097 (5.941)] 2024-10-12 02:45:13,370 - Train: 14.40% [180200/1251000] [144.0/1000.0] [batch_t 0.122 (0.115)] [data_t 0.003] [optim_t 0.119] [lr 0.002851] [CE 4.633 (4.767)] [KD 5.838 (5.976)] 2024-10-12 02:45:19,230 - Train: 14.41% [180250/1251000] [144.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002850] [CE 4.563 (4.701)] [KD 5.878 (5.916)] 2024-10-12 02:45:25,150 - Train: 14.41% [180300/1251000] [144.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002850] [CE 4.391 (4.806)] [KD 5.786 (5.952)] 2024-10-12 02:45:31,358 - Train: 14.42% [180350/1251000] [144.2/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002850] [CE 5.234 (4.700)] [KD 6.073 (5.796)] 2024-10-12 02:45:37,257 - Train: 14.42% [180400/1251000] [144.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002850] [CE 5.085 (4.736)] [KD 5.878 (5.819)] 2024-10-12 02:45:43,071 - Train: 14.42% [180450/1251000] [144.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002850] [CE 4.645 (4.700)] [KD 5.743 (5.816)] 2024-10-12 02:45:48,831 - Train: 14.43% [180500/1251000] [144.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002850] [CE 4.689 (4.723)] [KD 5.711 (5.758)] 2024-10-12 02:45:54,990 - Train: 14.43% [180550/1251000] [144.3/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002850] [CE 4.358 (4.829)] [KD 5.581 (5.891)] 2024-10-12 02:46:00,756 - Train: 14.44% [180600/1251000] [144.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002850] [CE 4.180 (4.757)] [KD 5.596 (5.819)] 2024-10-12 02:46:06,508 - Train: 14.44% [180650/1251000] [144.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002850] [CE 5.289 (4.719)] [KD 5.879 (5.761)] 2024-10-12 02:46:12,248 - Train: 14.44% [180700/1251000] [144.4/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002850] [CE 4.601 (4.771)] [KD 5.797 (5.904)] 2024-10-12 02:46:18,241 - Train: 14.45% [180750/1251000] [144.5/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002850] [CE 5.143 (4.800)] [KD 6.027 (5.855)] 2024-10-12 02:46:24,210 - Train: 14.45% [180800/1251000] [144.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002850] [CE 5.107 (4.790)] [KD 5.886 (5.934)] 2024-10-12 02:46:30,120 - Train: 14.46% [180850/1251000] [144.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002849] [CE 4.816 (4.745)] [KD 6.268 (5.965)] 2024-10-12 02:46:35,842 - Train: 14.46% [180900/1251000] [144.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002849] [CE 4.710 (4.787)] [KD 5.942 (5.938)] 2024-10-12 02:46:41,773 - Train: 14.46% [180950/1251000] [144.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002849] [CE 4.835 (4.803)] [KD 5.987 (6.027)] 2024-10-12 02:46:47,581 - Train: 14.47% [181000/1251000] [144.7/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002849] [CE 4.598 (4.822)] [KD 5.815 (5.944)] 2024-10-12 02:46:53,360 - Train: 14.47% [181050/1251000] [144.7/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002849] [CE 4.831 (4.639)] [KD 6.183 (5.901)] 2024-10-12 02:46:59,290 - Train: 14.48% [181100/1251000] [144.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002849] [CE 4.593 (4.749)] [KD 5.779 (5.889)] 2024-10-12 02:47:05,217 - Train: 14.48% [181150/1251000] [144.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002849] [CE 4.563 (4.735)] [KD 5.646 (5.914)] 2024-10-12 02:47:11,386 - Train: 14.48% [181200/1251000] [144.8/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002849] [CE 4.493 (4.767)] [KD 5.573 (5.858)] 2024-10-12 02:47:17,393 - Train: 14.49% [181250/1251000] [144.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002849] [CE 5.230 (4.752)] [KD 6.280 (5.871)] 2024-10-12 02:47:23,181 - Train: 14.49% [181300/1251000] [144.9/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002849] [CE 4.876 (4.810)] [KD 5.838 (5.939)] 2024-10-12 02:47:28,951 - Train: 14.50% [181350/1251000] [145.0/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002849] [CE 4.075 (4.761)] [KD 5.600 (5.897)] 2024-10-12 02:47:39,032 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.092)] [top1_cnt 31530] [top5_cnt 42678] [top_all 50000] 2024-10-12 02:47:39,033 - net: 63.060 (85.356) 2024-10-12 02:47:43,981 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35146] [top5_cnt 44775] [top_all 50000] 2024-10-12 02:47:43,982 - net_E: 70.292 (89.550) 2024-10-12 02:47:44,103 - Max [top1: 63.108 (epoch: 140)] [top1-ema: 70.292 (epoch: 145)] 2024-10-12 02:47:44,103 - ==> Total time: 6:09:56 Eta: 1 day, 12:21:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:47:48,295 - Train: 14.50% [181400/1251000] [145.0/1000.0] [batch_t 0.112 (0.204)] [data_t 0.002] [optim_t 0.110] [lr 0.002849] [CE 5.203 (4.863)] [KD 6.024 (5.885)] 2024-10-12 02:47:54,113 - Train: 14.50% [181450/1251000] [145.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002848] [CE 4.873 (4.765)] [KD 5.893 (5.813)] 2024-10-12 02:47:59,954 - Train: 14.51% [181500/1251000] [145.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002848] [CE 5.049 (4.791)] [KD 6.170 (5.905)] 2024-10-12 02:48:06,183 - Train: 14.51% [181550/1251000] [145.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002848] [CE 4.413 (4.656)] [KD 5.863 (5.845)] 2024-10-12 02:48:12,285 - Train: 14.52% [181600/1251000] [145.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002848] [CE 4.700 (4.813)] [KD 6.146 (5.917)] 2024-10-12 02:48:18,395 - Train: 14.52% [181650/1251000] [145.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002848] [CE 5.136 (4.845)] [KD 5.880 (5.887)] 2024-10-12 02:48:24,256 - Train: 14.52% [181700/1251000] [145.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002848] [CE 5.242 (4.804)] [KD 6.107 (5.862)] 2024-10-12 02:48:30,073 - Train: 14.53% [181750/1251000] [145.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002848] [CE 4.299 (4.708)] [KD 5.758 (5.839)] 2024-10-12 02:48:36,082 - Train: 14.53% [181800/1251000] [145.3/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002848] [CE 4.377 (4.752)] [KD 5.615 (5.800)] 2024-10-12 02:48:42,304 - Train: 14.54% [181850/1251000] [145.4/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002848] [CE 4.486 (4.745)] [KD 5.633 (5.893)] 2024-10-12 02:48:48,160 - Train: 14.54% [181900/1251000] [145.4/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002848] [CE 4.471 (4.751)] [KD 5.973 (5.921)] 2024-10-12 02:48:54,155 - Train: 14.54% [181950/1251000] [145.4/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002848] [CE 5.201 (4.778)] [KD 6.156 (5.907)] 2024-10-12 02:49:00,300 - Train: 14.55% [182000/1251000] [145.5/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002848] [CE 4.663 (4.825)] [KD 5.885 (5.951)] 2024-10-12 02:49:06,541 - Train: 14.55% [182050/1251000] [145.5/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002847] [CE 5.001 (4.764)] [KD 5.686 (5.867)] 2024-10-12 02:49:12,606 - Train: 14.56% [182100/1251000] [145.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002847] [CE 4.914 (4.760)] [KD 5.807 (5.847)] 2024-10-12 02:49:18,491 - Train: 14.56% [182150/1251000] [145.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002847] [CE 4.734 (4.831)] [KD 6.241 (6.004)] 2024-10-12 02:49:24,301 - Train: 14.56% [182200/1251000] [145.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002847] [CE 4.839 (4.731)] [KD 6.053 (5.888)] 2024-10-12 02:49:30,528 - Train: 14.57% [182250/1251000] [145.7/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002847] [CE 5.000 (4.741)] [KD 5.918 (5.844)] 2024-10-12 02:49:36,479 - Train: 14.57% [182300/1251000] [145.7/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002847] [CE 4.888 (4.827)] [KD 5.771 (5.892)] 2024-10-12 02:49:42,434 - Train: 14.58% [182350/1251000] [145.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002847] [CE 4.966 (4.881)] [KD 6.266 (5.997)] 2024-10-12 02:49:48,686 - Train: 14.58% [182400/1251000] [145.8/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002847] [CE 4.365 (4.789)] [KD 5.862 (5.982)] 2024-10-12 02:49:54,807 - Train: 14.58% [182450/1251000] [145.8/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002847] [CE 5.454 (4.750)] [KD 6.223 (5.857)] 2024-10-12 02:50:00,829 - Train: 14.59% [182500/1251000] [145.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002847] [CE 4.463 (4.735)] [KD 5.435 (5.901)] 2024-10-12 02:50:07,015 - Train: 14.59% [182550/1251000] [145.9/1000.0] [batch_t 0.125 (0.124)] [data_t 0.002] [optim_t 0.123] [lr 0.002847] [CE 4.770 (4.822)] [KD 6.262 (5.891)] 2024-10-12 02:50:12,970 - Train: 14.60% [182600/1251000] [146.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002847] [CE 4.791 (4.786)] [KD 6.146 (5.919)] 2024-10-12 02:50:18,390 - ==> Total time: 6:12:31 Eta: 1 day, 12:18:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:50:20,461 - Train: 14.60% [182650/1251000] [146.0/1000.0] [batch_t 0.117 (0.233)] [data_t 0.003] [optim_t 0.114] [lr 0.002847] [CE 4.860 (4.836)] [KD 5.745 (5.638)] 2024-10-12 02:50:26,633 - Train: 14.60% [182700/1251000] [146.0/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002846] [CE 4.528 (4.741)] [KD 5.862 (5.816)] 2024-10-12 02:50:32,755 - Train: 14.61% [182750/1251000] [146.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002846] [CE 4.747 (4.742)] [KD 5.841 (5.794)] 2024-10-12 02:50:38,633 - Train: 14.61% [182800/1251000] [146.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002846] [CE 4.881 (4.766)] [KD 5.925 (5.841)] 2024-10-12 02:50:44,756 - Train: 14.62% [182850/1251000] [146.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002846] [CE 5.239 (4.815)] [KD 6.028 (5.896)] 2024-10-12 02:50:50,935 - Train: 14.62% [182900/1251000] [146.2/1000.0] [batch_t 0.122 (0.123)] [data_t 0.002] [optim_t 0.119] [lr 0.002846] [CE 4.640 (4.748)] [KD 5.711 (5.822)] 2024-10-12 02:50:56,937 - Train: 14.62% [182950/1251000] [146.2/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002846] [CE 4.633 (4.842)] [KD 5.957 (5.863)] 2024-10-12 02:51:02,757 - Train: 14.63% [183000/1251000] [146.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002846] [CE 4.555 (4.705)] [KD 5.571 (5.874)] 2024-10-12 02:51:08,625 - Train: 14.63% [183050/1251000] [146.3/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002846] [CE 5.101 (4.789)] [KD 6.214 (5.881)] 2024-10-12 02:51:14,727 - Train: 14.64% [183100/1251000] [146.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002846] [CE 4.740 (4.761)] [KD 6.310 (5.950)] 2024-10-12 02:51:20,533 - Train: 14.64% [183150/1251000] [146.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002846] [CE 4.798 (4.728)] [KD 5.862 (5.910)] 2024-10-12 02:51:26,498 - Train: 14.64% [183200/1251000] [146.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002846] [CE 4.843 (4.757)] [KD 6.445 (5.893)] 2024-10-12 02:51:32,785 - Train: 14.65% [183250/1251000] [146.5/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002846] [CE 4.626 (4.736)] [KD 5.598 (5.847)] 2024-10-12 02:51:38,840 - Train: 14.65% [183300/1251000] [146.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002845] [CE 4.825 (4.817)] [KD 5.907 (5.915)] 2024-10-12 02:51:44,875 - Train: 14.66% [183350/1251000] [146.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002845] [CE 4.669 (4.778)] [KD 5.910 (5.908)] 2024-10-12 02:51:50,698 - Train: 14.66% [183400/1251000] [146.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002845] [CE 4.743 (4.707)] [KD 5.969 (5.928)] 2024-10-12 02:51:56,640 - Train: 14.66% [183450/1251000] [146.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002845] [CE 4.828 (4.718)] [KD 5.834 (5.846)] 2024-10-12 02:52:02,656 - Train: 14.67% [183500/1251000] [146.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002845] [CE 5.399 (4.816)] [KD 6.139 (5.880)] 2024-10-12 02:52:09,085 - Train: 14.67% [183550/1251000] [146.7/1000.0] [batch_t 0.123 (0.128)] [data_t 0.003] [optim_t 0.120] [lr 0.002845] [CE 4.820 (4.645)] [KD 5.970 (5.790)] 2024-10-12 02:52:15,229 - Train: 14.68% [183600/1251000] [146.8/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002845] [CE 4.500 (4.707)] [KD 5.438 (5.971)] 2024-10-12 02:52:21,110 - Train: 14.68% [183650/1251000] [146.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002845] [CE 5.250 (4.737)] [KD 5.999 (5.845)] 2024-10-12 02:52:27,283 - Train: 14.68% [183700/1251000] [146.8/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002845] [CE 4.945 (4.743)] [KD 6.051 (5.924)] 2024-10-12 02:52:33,250 - Train: 14.69% [183750/1251000] [146.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002845] [CE 5.422 (4.839)] [KD 6.006 (5.965)] 2024-10-12 02:52:39,460 - Train: 14.69% [183800/1251000] [146.9/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002845] [CE 4.347 (4.783)] [KD 5.585 (5.901)] 2024-10-12 02:52:45,307 - Train: 14.70% [183850/1251000] [147.0/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002845] [CE 5.435 (4.829)] [KD 6.245 (5.900)] 2024-10-12 02:52:50,963 - ==> Total time: 6:15:03 Eta: 1 day, 12:16:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:52:53,109 - Train: 14.70% [183900/1251000] [147.0/1000.0] [batch_t 0.114 (0.256)] [data_t 0.002] [optim_t 0.111] [lr 0.002844] [CE 4.456 (4.542)] [KD 5.383 (5.697)] 2024-10-12 02:52:59,260 - Train: 14.70% [183950/1251000] [147.0/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002844] [CE 4.906 (4.663)] [KD 5.675 (5.840)] 2024-10-12 02:53:05,170 - Train: 14.71% [184000/1251000] [147.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002844] [CE 5.124 (4.773)] [KD 6.109 (5.791)] 2024-10-12 02:53:11,295 - Train: 14.71% [184050/1251000] [147.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002844] [CE 5.109 (4.766)] [KD 5.986 (5.903)] 2024-10-12 02:53:17,216 - Train: 14.72% [184100/1251000] [147.2/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002844] [CE 4.846 (4.780)] [KD 6.114 (5.944)] 2024-10-12 02:53:23,414 - Train: 14.72% [184150/1251000] [147.2/1000.0] [batch_t 0.123 (0.124)] [data_t 0.003] [optim_t 0.121] [lr 0.002844] [CE 4.955 (4.803)] [KD 5.964 (5.924)] 2024-10-12 02:53:29,445 - Train: 14.72% [184200/1251000] [147.2/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002844] [CE 4.384 (4.782)] [KD 5.988 (5.868)] 2024-10-12 02:53:35,301 - Train: 14.73% [184250/1251000] [147.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002844] [CE 3.776 (4.697)] [KD 5.239 (5.827)] 2024-10-12 02:53:41,120 - Train: 14.73% [184300/1251000] [147.3/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.118] [lr 0.002844] [CE 4.754 (4.714)] [KD 5.870 (5.852)] 2024-10-12 02:53:47,294 - Train: 14.74% [184350/1251000] [147.4/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002844] [CE 5.471 (4.689)] [KD 6.343 (5.807)] 2024-10-12 02:53:53,182 - Train: 14.74% [184400/1251000] [147.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002844] [CE 4.855 (4.824)] [KD 6.143 (6.019)] 2024-10-12 02:53:59,079 - Train: 14.74% [184450/1251000] [147.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002844] [CE 4.512 (4.749)] [KD 5.757 (5.964)] 2024-10-12 02:54:04,997 - Train: 14.75% [184500/1251000] [147.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002843] [CE 4.775 (4.780)] [KD 6.086 (5.875)] 2024-10-12 02:54:10,947 - Train: 14.75% [184550/1251000] [147.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002843] [CE 4.945 (4.748)] [KD 5.820 (5.808)] 2024-10-12 02:54:16,944 - Train: 14.76% [184600/1251000] [147.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002843] [CE 4.459 (4.683)] [KD 5.469 (5.783)] 2024-10-12 02:54:22,683 - Train: 14.76% [184650/1251000] [147.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002843] [CE 5.090 (4.763)] [KD 5.828 (5.883)] 2024-10-12 02:54:28,489 - Train: 14.76% [184700/1251000] [147.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002843] [CE 4.930 (4.800)] [KD 6.219 (5.896)] 2024-10-12 02:54:34,463 - Train: 14.77% [184750/1251000] [147.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002843] [CE 4.991 (4.784)] [KD 6.381 (6.016)] 2024-10-12 02:54:40,488 - Train: 14.77% [184800/1251000] [147.7/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002843] [CE 4.497 (4.772)] [KD 6.058 (5.917)] 2024-10-12 02:54:46,323 - Train: 14.78% [184850/1251000] [147.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002843] [CE 4.754 (4.720)] [KD 5.892 (5.913)] 2024-10-12 02:54:52,428 - Train: 14.78% [184900/1251000] [147.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002843] [CE 4.620 (4.717)] [KD 5.868 (5.928)] 2024-10-12 02:54:58,380 - Train: 14.78% [184950/1251000] [147.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002843] [CE 4.643 (4.790)] [KD 5.595 (5.954)] 2024-10-12 02:55:04,290 - Train: 14.79% [185000/1251000] [147.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002843] [CE 4.540 (4.687)] [KD 5.694 (5.844)] 2024-10-12 02:55:10,289 - Train: 14.79% [185050/1251000] [147.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002843] [CE 4.486 (4.745)] [KD 5.988 (5.843)] 2024-10-12 02:55:16,092 - Train: 14.80% [185100/1251000] [148.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002842] [CE 4.521 (4.783)] [KD 5.519 (5.927)] 2024-10-12 02:55:21,604 - ==> Total time: 6:17:34 Eta: 1 day, 12:13:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:55:23,375 - Train: 14.80% [185150/1251000] [148.0/1000.0] [batch_t 0.120 (0.341)] [data_t 0.002] [optim_t 0.118] [lr 0.002842] [CE 4.861 (4.934)] [KD 5.849 (5.987)] 2024-10-12 02:55:29,788 - Train: 14.80% [185200/1251000] [148.0/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.113] [lr 0.002842] [CE 4.764 (4.794)] [KD 5.852 (5.911)] 2024-10-12 02:55:35,577 - Train: 14.81% [185250/1251000] [148.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002842] [CE 4.820 (4.738)] [KD 5.488 (5.828)] 2024-10-12 02:55:41,537 - Train: 14.81% [185300/1251000] [148.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002842] [CE 4.707 (4.764)] [KD 5.484 (5.748)] 2024-10-12 02:55:47,577 - Train: 14.82% [185350/1251000] [148.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002842] [CE 5.299 (4.703)] [KD 6.278 (5.824)] 2024-10-12 02:55:53,530 - Train: 14.82% [185400/1251000] [148.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002842] [CE 4.731 (4.722)] [KD 5.672 (5.869)] 2024-10-12 02:55:59,638 - Train: 14.82% [185450/1251000] [148.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002842] [CE 4.776 (4.697)] [KD 6.149 (5.730)] 2024-10-12 02:56:05,544 - Train: 14.83% [185500/1251000] [148.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002842] [CE 4.651 (4.751)] [KD 5.746 (5.841)] 2024-10-12 02:56:11,326 - Train: 14.83% [185550/1251000] [148.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002842] [CE 4.962 (4.771)] [KD 5.765 (5.855)] 2024-10-12 02:56:17,509 - Train: 14.84% [185600/1251000] [148.4/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002842] [CE 5.267 (4.704)] [KD 6.386 (5.783)] 2024-10-12 02:56:23,322 - Train: 14.84% [185650/1251000] [148.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002842] [CE 4.865 (4.753)] [KD 5.813 (5.813)] 2024-10-12 02:56:29,229 - Train: 14.84% [185700/1251000] [148.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002841] [CE 4.548 (4.711)] [KD 5.563 (5.859)] 2024-10-12 02:56:35,403 - Train: 14.85% [185750/1251000] [148.5/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002841] [CE 4.852 (4.782)] [KD 6.006 (5.868)] 2024-10-12 02:56:41,270 - Train: 14.85% [185800/1251000] [148.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002841] [CE 5.028 (4.722)] [KD 6.013 (5.877)] 2024-10-12 02:56:47,061 - Train: 14.86% [185850/1251000] [148.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002841] [CE 4.573 (4.768)] [KD 5.947 (5.884)] 2024-10-12 02:56:53,262 - Train: 14.86% [185900/1251000] [148.6/1000.0] [batch_t 0.124 (0.124)] [data_t 0.003] [optim_t 0.121] [lr 0.002841] [CE 4.618 (4.701)] [KD 5.575 (5.819)] 2024-10-12 02:56:59,227 - Train: 14.86% [185950/1251000] [148.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002841] [CE 4.869 (4.736)] [KD 5.902 (5.806)] 2024-10-12 02:57:05,183 - Train: 14.87% [186000/1251000] [148.7/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002841] [CE 4.992 (4.736)] [KD 6.065 (5.792)] 2024-10-12 02:57:11,220 - Train: 14.87% [186050/1251000] [148.7/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002841] [CE 4.757 (4.725)] [KD 5.893 (5.843)] 2024-10-12 02:57:17,101 - Train: 14.88% [186100/1251000] [148.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002841] [CE 4.187 (4.713)] [KD 6.025 (5.869)] 2024-10-12 02:57:23,011 - Train: 14.88% [186150/1251000] [148.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002841] [CE 5.051 (4.729)] [KD 6.138 (5.868)] 2024-10-12 02:57:29,070 - Train: 14.88% [186200/1251000] [148.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002841] [CE 4.223 (4.736)] [KD 5.905 (5.963)] 2024-10-12 02:57:34,866 - Train: 14.89% [186250/1251000] [148.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002841] [CE 4.890 (4.742)] [KD 6.160 (5.940)] 2024-10-12 02:57:40,910 - Train: 14.89% [186300/1251000] [148.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002840] [CE 4.633 (4.827)] [KD 5.739 (5.902)] 2024-10-12 02:57:46,851 - Train: 14.90% [186350/1251000] [149.0/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002840] [CE 4.349 (4.785)] [KD 5.744 (5.953)] 2024-10-12 02:57:52,512 - ==> Total time: 6:20:05 Eta: 1 day, 12:10:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 02:57:54,469 - Train: 14.90% [186400/1251000] [149.0/1000.0] [batch_t 0.442 (0.442)] [data_t 0.317] [optim_t 0.125] [lr 0.002840] [CE 4.617 (4.617)] [KD 5.633 (5.633)] 2024-10-12 02:58:00,434 - Train: 14.90% [186450/1251000] [149.0/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002840] [CE 5.136 (4.718)] [KD 5.998 (5.876)] 2024-10-12 02:58:06,480 - Train: 14.91% [186500/1251000] [149.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002840] [CE 5.073 (4.858)] [KD 6.298 (5.956)] 2024-10-12 02:58:12,526 - Train: 14.91% [186550/1251000] [149.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002840] [CE 4.661 (4.739)] [KD 5.755 (5.859)] 2024-10-12 02:58:18,592 - Train: 14.92% [186600/1251000] [149.2/1000.0] [batch_t 0.123 (0.121)] [data_t 0.002] [optim_t 0.121] [lr 0.002840] [CE 4.415 (4.688)] [KD 5.706 (5.816)] 2024-10-12 02:58:24,670 - Train: 14.92% [186650/1251000] [149.2/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.120] [lr 0.002840] [CE 4.209 (4.688)] [KD 5.522 (5.832)] 2024-10-12 02:58:30,753 - Train: 14.92% [186700/1251000] [149.2/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002840] [CE 4.690 (4.685)] [KD 5.715 (5.768)] 2024-10-12 02:58:36,832 - Train: 14.93% [186750/1251000] [149.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002840] [CE 4.575 (4.778)] [KD 5.478 (5.789)] 2024-10-12 02:58:42,721 - Train: 14.93% [186800/1251000] [149.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002840] [CE 4.406 (4.588)] [KD 5.529 (5.733)] 2024-10-12 02:58:48,924 - Train: 14.94% [186850/1251000] [149.4/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002839] [CE 4.419 (4.842)] [KD 5.705 (5.889)] 2024-10-12 02:58:54,792 - Train: 14.94% [186900/1251000] [149.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002839] [CE 5.049 (4.748)] [KD 6.128 (5.911)] 2024-10-12 02:59:00,541 - Train: 14.94% [186950/1251000] [149.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002839] [CE 4.698 (4.763)] [KD 5.579 (5.932)] 2024-10-12 02:59:06,253 - Train: 14.95% [187000/1251000] [149.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002839] [CE 4.452 (4.716)] [KD 5.641 (5.837)] 2024-10-12 02:59:12,270 - Train: 14.95% [187050/1251000] [149.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002839] [CE 4.375 (4.740)] [KD 5.685 (5.840)] 2024-10-12 02:59:18,318 - Train: 14.96% [187100/1251000] [149.6/1000.0] [batch_t 0.235 (0.121)] [data_t 0.003] [optim_t 0.232] [lr 0.002839] [CE 4.725 (4.765)] [KD 5.659 (5.868)] 2024-10-12 02:59:24,383 - Train: 14.96% [187150/1251000] [149.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002839] [CE 4.700 (4.787)] [KD 5.944 (5.952)] 2024-10-12 02:59:30,253 - Train: 14.96% [187200/1251000] [149.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002839] [CE 4.477 (4.821)] [KD 5.533 (5.859)] 2024-10-12 02:59:36,051 - Train: 14.97% [187250/1251000] [149.7/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002839] [CE 4.633 (4.770)] [KD 5.958 (5.925)] 2024-10-12 02:59:42,120 - Train: 14.97% [187300/1251000] [149.7/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002839] [CE 4.499 (4.736)] [KD 5.486 (5.861)] 2024-10-12 02:59:47,828 - Train: 14.98% [187350/1251000] [149.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002839] [CE 4.794 (4.791)] [KD 5.923 (5.954)] 2024-10-12 02:59:53,751 - Train: 14.98% [187400/1251000] [149.8/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002839] [CE 4.462 (4.768)] [KD 5.775 (5.906)] 2024-10-12 02:59:59,644 - Train: 14.98% [187450/1251000] [149.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002838] [CE 4.907 (4.771)] [KD 5.901 (5.987)] 2024-10-12 03:00:05,541 - Train: 14.99% [187500/1251000] [149.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002838] [CE 5.138 (4.668)] [KD 5.856 (5.752)] 2024-10-12 03:00:11,469 - Train: 14.99% [187550/1251000] [149.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002838] [CE 4.691 (4.654)] [KD 5.933 (5.819)] 2024-10-12 03:00:17,446 - Train: 15.00% [187600/1251000] [150.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002838] [CE 4.464 (4.757)] [KD 5.835 (5.913)] 2024-10-12 03:00:23,324 - Train: 15.00% [187650/1251000] [150.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002838] [CE 4.735 (4.758)] [KD 6.121 (5.986)] 2024-10-12 03:00:28,158 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31399] [top5_cnt 42502] [top_all 50000] 2024-10-12 03:00:28,159 - net: 62.798 (85.004) 2024-10-12 03:00:33,073 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35233] [top5_cnt 44807] [top_all 50000] 2024-10-12 03:00:33,074 - net_E: 70.466 (89.614) 2024-10-12 03:00:33,223 - Max [top1: 63.108 (epoch: 140)] [top1-ema: 70.466 (epoch: 150)] 2024-10-12 03:00:33,223 - ==> Total time: 6:22:45 Eta: 1 day, 12:09:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:00:43,916 - Train: 15.00% [187700/1251000] [150.0/1000.0] [batch_t 0.117 (0.126)] [data_t 0.002] [optim_t 0.115] [lr 0.002838] [CE 4.897 (4.707)] [KD 5.952 (5.783)] 2024-10-12 03:00:49,731 - Train: 15.01% [187750/1251000] [150.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002838] [CE 4.287 (4.710)] [KD 5.785 (5.896)] 2024-10-12 03:00:55,781 - Train: 15.01% [187800/1251000] [150.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002838] [CE 4.675 (4.723)] [KD 5.714 (5.847)] 2024-10-12 03:01:01,577 - Train: 15.02% [187850/1251000] [150.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002838] [CE 5.154 (4.703)] [KD 5.844 (5.818)] 2024-10-12 03:01:07,437 - Train: 15.02% [187900/1251000] [150.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002838] [CE 4.676 (4.734)] [KD 5.925 (5.846)] 2024-10-12 03:01:13,384 - Train: 15.02% [187950/1251000] [150.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002838] [CE 4.690 (4.791)] [KD 6.095 (5.955)] 2024-10-12 03:01:19,412 - Train: 15.03% [188000/1251000] [150.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002838] [CE 4.668 (4.785)] [KD 6.004 (5.920)] 2024-10-12 03:01:25,344 - Train: 15.03% [188050/1251000] [150.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002837] [CE 4.632 (4.799)] [KD 5.763 (5.901)] 2024-10-12 03:01:31,423 - Train: 15.04% [188100/1251000] [150.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002837] [CE 4.896 (4.751)] [KD 6.483 (5.863)] 2024-10-12 03:01:37,504 - Train: 15.04% [188150/1251000] [150.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002837] [CE 4.202 (4.744)] [KD 5.780 (5.850)] 2024-10-12 03:01:43,330 - Train: 15.04% [188200/1251000] [150.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002837] [CE 4.681 (4.730)] [KD 5.604 (5.833)] 2024-10-12 03:01:49,261 - Train: 15.05% [188250/1251000] [150.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002837] [CE 4.435 (4.697)] [KD 5.789 (5.897)] 2024-10-12 03:01:55,184 - Train: 15.05% [188300/1251000] [150.5/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002837] [CE 5.105 (4.786)] [KD 5.951 (5.968)] 2024-10-12 03:02:01,213 - Train: 15.06% [188350/1251000] [150.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002837] [CE 4.168 (4.775)] [KD 5.126 (5.862)] 2024-10-12 03:02:07,313 - Train: 15.06% [188400/1251000] [150.6/1000.0] [batch_t 0.125 (0.122)] [data_t 0.003] [optim_t 0.123] [lr 0.002837] [CE 4.627 (4.732)] [KD 5.715 (5.833)] 2024-10-12 03:02:13,106 - Train: 15.06% [188450/1251000] [150.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002837] [CE 5.358 (4.712)] [KD 6.299 (5.826)] 2024-10-12 03:02:19,075 - Train: 15.07% [188500/1251000] [150.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002837] [CE 4.611 (4.740)] [KD 5.789 (5.801)] 2024-10-12 03:02:25,121 - Train: 15.07% [188550/1251000] [150.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002837] [CE 4.830 (4.766)] [KD 5.927 (5.939)] 2024-10-12 03:02:30,915 - Train: 15.08% [188600/1251000] [150.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002837] [CE 4.236 (4.732)] [KD 5.456 (5.824)] 2024-10-12 03:02:37,060 - Train: 15.08% [188650/1251000] [150.8/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002836] [CE 5.487 (4.805)] [KD 6.010 (5.930)] 2024-10-12 03:02:42,818 - Train: 15.08% [188700/1251000] [150.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002836] [CE 4.654 (4.727)] [KD 5.970 (5.950)] 2024-10-12 03:02:48,739 - Train: 15.09% [188750/1251000] [150.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002836] [CE 4.734 (4.797)] [KD 5.749 (5.887)] 2024-10-12 03:02:54,499 - Train: 15.09% [188800/1251000] [150.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002836] [CE 4.808 (4.745)] [KD 5.742 (5.806)] 2024-10-12 03:03:00,377 - Train: 15.10% [188850/1251000] [151.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002836] [CE 4.692 (4.805)] [KD 6.215 (5.944)] 2024-10-12 03:03:06,111 - Train: 15.10% [188900/1251000] [151.0/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.002836] [CE 5.041 (4.749)] [KD 6.037 (5.859)] 2024-10-12 03:03:06,226 - ==> Total time: 6:25:18 Eta: 1 day, 12:06:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:03:14,183 - Train: 15.10% [188950/1251000] [151.0/1000.0] [batch_t 0.113 (0.133)] [data_t 0.002] [optim_t 0.110] [lr 0.002836] [CE 4.808 (4.732)] [KD 5.998 (5.817)] 2024-10-12 03:03:20,248 - Train: 15.11% [189000/1251000] [151.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002836] [CE 4.702 (4.641)] [KD 5.874 (5.813)] 2024-10-12 03:03:25,952 - Train: 15.11% [189050/1251000] [151.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002836] [CE 4.915 (4.736)] [KD 5.793 (5.804)] 2024-10-12 03:03:31,829 - Train: 15.12% [189100/1251000] [151.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002836] [CE 4.901 (4.784)] [KD 5.941 (5.904)] 2024-10-12 03:03:37,717 - Train: 15.12% [189150/1251000] [151.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002836] [CE 4.702 (4.798)] [KD 5.606 (5.871)] 2024-10-12 03:03:43,480 - Train: 15.12% [189200/1251000] [151.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002836] [CE 4.741 (4.742)] [KD 5.719 (5.829)] 2024-10-12 03:03:49,366 - Train: 15.13% [189250/1251000] [151.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002835] [CE 4.429 (4.721)] [KD 5.579 (5.804)] 2024-10-12 03:03:55,287 - Train: 15.13% [189300/1251000] [151.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002835] [CE 5.235 (4.743)] [KD 5.925 (5.780)] 2024-10-12 03:04:01,429 - Train: 15.14% [189350/1251000] [151.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002835] [CE 4.545 (4.803)] [KD 5.680 (5.867)] 2024-10-12 03:04:07,400 - Train: 15.14% [189400/1251000] [151.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002835] [CE 4.710 (4.720)] [KD 5.808 (5.823)] 2024-10-12 03:04:13,299 - Train: 15.14% [189450/1251000] [151.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002835] [CE 4.768 (4.770)] [KD 5.955 (5.801)] 2024-10-12 03:04:19,106 - Train: 15.15% [189500/1251000] [151.5/1000.0] [batch_t 0.122 (0.116)] [data_t 0.003] [optim_t 0.120] [lr 0.002835] [CE 4.458 (4.693)] [KD 5.786 (5.950)] 2024-10-12 03:04:25,181 - Train: 15.15% [189550/1251000] [151.5/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002835] [CE 4.562 (4.754)] [KD 5.688 (5.918)] 2024-10-12 03:04:31,099 - Train: 15.16% [189600/1251000] [151.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002835] [CE 4.682 (4.755)] [KD 5.655 (5.869)] 2024-10-12 03:04:36,981 - Train: 15.16% [189650/1251000] [151.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002835] [CE 4.729 (4.741)] [KD 5.880 (5.885)] 2024-10-12 03:04:42,884 - Train: 15.16% [189700/1251000] [151.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002835] [CE 4.782 (4.742)] [KD 5.950 (5.844)] 2024-10-12 03:04:48,726 - Train: 15.17% [189750/1251000] [151.7/1000.0] [batch_t 0.126 (0.117)] [data_t 0.002] [optim_t 0.124] [lr 0.002835] [CE 4.629 (4.717)] [KD 5.628 (5.815)] 2024-10-12 03:04:54,876 - Train: 15.17% [189800/1251000] [151.7/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002834] [CE 4.304 (4.734)] [KD 5.789 (5.815)] 2024-10-12 03:05:00,782 - Train: 15.18% [189850/1251000] [151.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002834] [CE 4.767 (4.683)] [KD 5.705 (5.810)] 2024-10-12 03:05:06,698 - Train: 15.18% [189900/1251000] [151.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002834] [CE 5.180 (4.760)] [KD 6.144 (5.914)] 2024-10-12 03:05:12,624 - Train: 15.18% [189950/1251000] [151.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002834] [CE 5.070 (4.782)] [KD 5.856 (5.920)] 2024-10-12 03:05:18,552 - Train: 15.19% [190000/1251000] [151.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002834] [CE 4.939 (4.696)] [KD 6.014 (5.819)] 2024-10-12 03:05:24,357 - Train: 15.19% [190050/1251000] [151.9/1000.0] [batch_t 0.122 (0.116)] [data_t 0.003] [optim_t 0.120] [lr 0.002834] [CE 4.979 (4.770)] [KD 5.879 (5.895)] 2024-10-12 03:05:30,392 - Train: 15.20% [190100/1251000] [152.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002834] [CE 4.369 (4.785)] [KD 5.638 (5.866)] 2024-10-12 03:05:36,217 - Train: 15.20% [190150/1251000] [152.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002834] [CE 5.062 (4.732)] [KD 5.733 (5.918)] 2024-10-12 03:05:36,441 - ==> Total time: 6:27:49 Eta: 1 day, 12:03:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:05:43,638 - Train: 15.20% [190200/1251000] [152.0/1000.0] [batch_t 0.117 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002834] [CE 4.612 (4.688)] [KD 5.823 (5.731)] 2024-10-12 03:05:49,519 - Train: 15.21% [190250/1251000] [152.1/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002834] [CE 4.972 (4.725)] [KD 6.103 (5.797)] 2024-10-12 03:05:55,395 - Train: 15.21% [190300/1251000] [152.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002834] [CE 5.124 (4.767)] [KD 5.986 (5.982)] 2024-10-12 03:06:01,484 - Train: 15.22% [190350/1251000] [152.2/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002834] [CE 5.079 (4.787)] [KD 5.861 (5.940)] 2024-10-12 03:06:07,445 - Train: 15.22% [190400/1251000] [152.2/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002833] [CE 5.081 (4.853)] [KD 6.006 (5.993)] 2024-10-12 03:06:13,313 - Train: 15.22% [190450/1251000] [152.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002833] [CE 4.854 (4.738)] [KD 5.734 (5.941)] 2024-10-12 03:06:19,493 - Train: 15.23% [190500/1251000] [152.3/1000.0] [batch_t 0.120 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002833] [CE 4.049 (4.725)] [KD 5.438 (5.872)] 2024-10-12 03:06:25,402 - Train: 15.23% [190550/1251000] [152.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002833] [CE 4.304 (4.700)] [KD 5.876 (5.891)] 2024-10-12 03:06:31,266 - Train: 15.24% [190600/1251000] [152.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002833] [CE 4.530 (4.832)] [KD 5.649 (5.906)] 2024-10-12 03:06:37,140 - Train: 15.24% [190650/1251000] [152.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002833] [CE 4.889 (4.761)] [KD 6.027 (5.904)] 2024-10-12 03:06:42,847 - Train: 15.24% [190700/1251000] [152.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002833] [CE 4.761 (4.708)] [KD 6.020 (5.752)] 2024-10-12 03:06:48,953 - Train: 15.25% [190750/1251000] [152.5/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002833] [CE 5.293 (4.720)] [KD 6.168 (5.848)] 2024-10-12 03:06:54,800 - Train: 15.25% [190800/1251000] [152.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002833] [CE 5.036 (4.703)] [KD 5.633 (5.761)] 2024-10-12 03:07:00,535 - Train: 15.26% [190850/1251000] [152.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002833] [CE 4.390 (4.708)] [KD 5.818 (5.770)] 2024-10-12 03:07:06,355 - Train: 15.26% [190900/1251000] [152.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002833] [CE 4.263 (4.807)] [KD 5.820 (5.933)] 2024-10-12 03:07:12,172 - Train: 15.26% [190950/1251000] [152.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002833] [CE 4.893 (4.749)] [KD 5.974 (5.907)] 2024-10-12 03:07:18,052 - Train: 15.27% [191000/1251000] [152.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002832] [CE 4.822 (4.757)] [KD 5.997 (5.887)] 2024-10-12 03:07:24,058 - Train: 15.27% [191050/1251000] [152.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002832] [CE 5.129 (4.801)] [KD 6.188 (5.863)] 2024-10-12 03:07:29,968 - Train: 15.28% [191100/1251000] [152.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002832] [CE 4.214 (4.675)] [KD 5.782 (5.799)] 2024-10-12 03:07:35,664 - Train: 15.28% [191150/1251000] [152.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002832] [CE 4.684 (4.788)] [KD 5.968 (5.864)] 2024-10-12 03:07:41,685 - Train: 15.28% [191200/1251000] [152.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002832] [CE 4.640 (4.666)] [KD 5.402 (5.775)] 2024-10-12 03:07:47,671 - Train: 15.29% [191250/1251000] [152.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002832] [CE 4.375 (4.770)] [KD 5.801 (5.906)] 2024-10-12 03:07:53,534 - Train: 15.29% [191300/1251000] [152.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002832] [CE 4.810 (4.700)] [KD 5.497 (5.815)] 2024-10-12 03:07:59,471 - Train: 15.30% [191350/1251000] [153.0/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002832] [CE 4.826 (4.761)] [KD 5.810 (5.827)] 2024-10-12 03:08:05,398 - Train: 15.30% [191400/1251000] [153.0/1000.0] [batch_t 0.110 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.002832] [CE 5.051 (4.772)] [KD 6.047 (5.914)] 2024-10-12 03:08:05,734 - ==> Total time: 6:30:18 Eta: 1 day, 12:00:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:08:13,076 - Train: 15.30% [191450/1251000] [153.0/1000.0] [batch_t 0.124 (0.132)] [data_t 0.003] [optim_t 0.121] [lr 0.002832] [CE 4.504 (4.761)] [KD 5.755 (5.834)] 2024-10-12 03:08:18,858 - Train: 15.31% [191500/1251000] [153.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002832] [CE 4.881 (4.747)] [KD 5.920 (5.855)] 2024-10-12 03:08:24,936 - Train: 15.31% [191550/1251000] [153.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002831] [CE 4.841 (4.775)] [KD 5.866 (5.756)] 2024-10-12 03:08:30,891 - Train: 15.32% [191600/1251000] [153.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002831] [CE 4.816 (4.762)] [KD 5.892 (5.820)] 2024-10-12 03:08:36,714 - Train: 15.32% [191650/1251000] [153.2/1000.0] [batch_t 0.123 (0.116)] [data_t 0.003] [optim_t 0.120] [lr 0.002831] [CE 4.514 (4.736)] [KD 5.798 (5.825)] 2024-10-12 03:08:42,640 - Train: 15.32% [191700/1251000] [153.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002831] [CE 4.776 (4.738)] [KD 5.883 (5.897)] 2024-10-12 03:08:48,789 - Train: 15.33% [191750/1251000] [153.3/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002831] [CE 4.600 (4.791)] [KD 5.828 (5.941)] 2024-10-12 03:08:54,795 - Train: 15.33% [191800/1251000] [153.3/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002831] [CE 4.800 (4.775)] [KD 5.961 (5.958)] 2024-10-12 03:09:00,881 - Train: 15.34% [191850/1251000] [153.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002831] [CE 4.731 (4.691)] [KD 5.773 (5.812)] 2024-10-12 03:09:06,741 - Train: 15.34% [191900/1251000] [153.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002831] [CE 4.653 (4.712)] [KD 6.028 (5.874)] 2024-10-12 03:09:12,519 - Train: 15.34% [191950/1251000] [153.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002831] [CE 4.977 (4.735)] [KD 5.897 (5.841)] 2024-10-12 03:09:18,718 - Train: 15.35% [192000/1251000] [153.5/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002831] [CE 4.821 (4.812)] [KD 5.735 (5.902)] 2024-10-12 03:09:24,682 - Train: 15.35% [192050/1251000] [153.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002831] [CE 4.856 (4.766)] [KD 5.741 (5.848)] 2024-10-12 03:09:30,642 - Train: 15.36% [192100/1251000] [153.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002831] [CE 4.261 (4.734)] [KD 5.420 (5.766)] 2024-10-12 03:09:36,684 - Train: 15.36% [192150/1251000] [153.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002830] [CE 5.013 (4.730)] [KD 6.107 (5.842)] 2024-10-12 03:09:42,485 - Train: 15.36% [192200/1251000] [153.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002830] [CE 4.887 (4.773)] [KD 5.801 (5.885)] 2024-10-12 03:09:48,565 - Train: 15.37% [192250/1251000] [153.7/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002830] [CE 4.962 (4.772)] [KD 5.693 (5.931)] 2024-10-12 03:09:54,546 - Train: 15.37% [192300/1251000] [153.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002830] [CE 4.596 (4.729)] [KD 5.891 (5.987)] 2024-10-12 03:10:00,390 - Train: 15.38% [192350/1251000] [153.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002830] [CE 4.927 (4.750)] [KD 5.735 (5.855)] 2024-10-12 03:10:06,427 - Train: 15.38% [192400/1251000] [153.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002830] [CE 5.021 (4.659)] [KD 5.527 (5.753)] 2024-10-12 03:10:12,315 - Train: 15.38% [192450/1251000] [153.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002830] [CE 4.980 (4.837)] [KD 5.839 (5.949)] 2024-10-12 03:10:18,134 - Train: 15.39% [192500/1251000] [153.9/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002830] [CE 5.217 (4.710)] [KD 5.820 (5.790)] 2024-10-12 03:10:24,069 - Train: 15.39% [192550/1251000] [153.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002830] [CE 4.090 (4.746)] [KD 5.696 (5.838)] 2024-10-12 03:10:30,286 - Train: 15.40% [192600/1251000] [154.0/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002830] [CE 5.227 (4.734)] [KD 6.460 (5.821)] 2024-10-12 03:10:36,266 - Train: 15.40% [192650/1251000] [154.0/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002830] [CE 4.426 (4.700)] [KD 5.839 (5.850)] 2024-10-12 03:10:36,717 - ==> Total time: 6:32:49 Eta: 1 day, 11:57:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:10:43,915 - Train: 15.40% [192700/1251000] [154.0/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.112] [lr 0.002829] [CE 4.368 (4.717)] [KD 5.564 (5.857)] 2024-10-12 03:10:49,706 - Train: 15.41% [192750/1251000] [154.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002829] [CE 5.169 (4.738)] [KD 5.767 (5.835)] 2024-10-12 03:10:55,735 - Train: 15.41% [192800/1251000] [154.1/1000.0] [batch_t 0.125 (0.120)] [data_t 0.003] [optim_t 0.122] [lr 0.002829] [CE 4.340 (4.794)] [KD 5.828 (5.826)] 2024-10-12 03:11:01,961 - Train: 15.42% [192850/1251000] [154.2/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002829] [CE 4.299 (4.675)] [KD 5.910 (5.754)] 2024-10-12 03:11:08,269 - Train: 15.42% [192900/1251000] [154.2/1000.0] [batch_t 0.122 (0.126)] [data_t 0.002] [optim_t 0.120] [lr 0.002829] [CE 5.402 (4.743)] [KD 6.011 (5.849)] 2024-10-12 03:11:14,532 - Train: 15.42% [192950/1251000] [154.2/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002829] [CE 4.222 (4.660)] [KD 5.775 (5.864)] 2024-10-12 03:11:20,704 - Train: 15.43% [193000/1251000] [154.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002829] [CE 4.988 (4.813)] [KD 5.885 (5.899)] 2024-10-12 03:11:26,492 - Train: 15.43% [193050/1251000] [154.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002829] [CE 4.661 (4.741)] [KD 5.453 (5.898)] 2024-10-12 03:11:32,488 - Train: 15.44% [193100/1251000] [154.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002829] [CE 4.101 (4.792)] [KD 5.633 (5.940)] 2024-10-12 03:11:38,286 - Train: 15.44% [193150/1251000] [154.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002829] [CE 4.825 (4.657)] [KD 5.895 (5.765)] 2024-10-12 03:11:44,076 - Train: 15.44% [193200/1251000] [154.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002829] [CE 5.151 (4.727)] [KD 5.995 (5.927)] 2024-10-12 03:11:50,240 - Train: 15.45% [193250/1251000] [154.5/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002829] [CE 4.864 (4.781)] [KD 6.264 (5.837)] 2024-10-12 03:11:56,153 - Train: 15.45% [193300/1251000] [154.5/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002828] [CE 5.104 (4.818)] [KD 6.277 (6.004)] 2024-10-12 03:12:02,091 - Train: 15.46% [193350/1251000] [154.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002828] [CE 4.590 (4.748)] [KD 5.963 (6.037)] 2024-10-12 03:12:08,063 - Train: 15.46% [193400/1251000] [154.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002828] [CE 4.340 (4.731)] [KD 5.790 (5.892)] 2024-10-12 03:12:14,051 - Train: 15.46% [193450/1251000] [154.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002828] [CE 4.984 (4.765)] [KD 6.082 (5.901)] 2024-10-12 03:12:19,939 - Train: 15.47% [193500/1251000] [154.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002828] [CE 4.569 (4.738)] [KD 5.838 (5.802)] 2024-10-12 03:12:26,222 - Train: 15.47% [193550/1251000] [154.7/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002828] [CE 5.139 (4.684)] [KD 5.999 (5.832)] 2024-10-12 03:12:32,169 - Train: 15.48% [193600/1251000] [154.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002828] [CE 4.305 (4.718)] [KD 5.836 (5.817)] 2024-10-12 03:12:38,112 - Train: 15.48% [193650/1251000] [154.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002828] [CE 4.650 (4.702)] [KD 5.600 (5.763)] 2024-10-12 03:12:44,077 - Train: 15.48% [193700/1251000] [154.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002828] [CE 4.284 (4.770)] [KD 5.831 (5.811)] 2024-10-12 03:12:50,152 - Train: 15.49% [193750/1251000] [154.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002828] [CE 4.898 (4.711)] [KD 5.708 (5.869)] 2024-10-12 03:12:56,173 - Train: 15.49% [193800/1251000] [154.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002828] [CE 4.736 (4.772)] [KD 5.940 (5.834)] 2024-10-12 03:13:02,123 - Train: 15.50% [193850/1251000] [155.0/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002827] [CE 5.049 (4.690)] [KD 6.289 (5.783)] 2024-10-12 03:13:07,924 - Train: 15.50% [193900/1251000] [155.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002827] [CE 4.993 (4.746)] [KD 5.810 (5.819)] 2024-10-12 03:13:13,363 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31775] [top5_cnt 42824] [top_all 50000] 2024-10-12 03:13:13,364 - net: 63.550 (85.648) 2024-10-12 03:13:18,429 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35168] [top5_cnt 44833] [top_all 50000] 2024-10-12 03:13:18,429 - net_E: 70.336 (89.666) 2024-10-12 03:13:18,567 - Max [top1: 63.550 (epoch: 155)] [top1-ema: 70.466 (epoch: 150)] 2024-10-12 03:13:18,567 - ==> Total time: 6:35:31 Eta: 1 day, 11:56:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:13:27,120 - Train: 15.50% [193950/1251000] [155.0/1000.0] [batch_t 0.115 (0.127)] [data_t 0.003] [optim_t 0.112] [lr 0.002827] [CE 4.753 (4.700)] [KD 5.491 (5.671)] 2024-10-12 03:13:32,861 - Train: 15.51% [194000/1251000] [155.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002827] [CE 4.915 (4.793)] [KD 5.882 (5.718)] 2024-10-12 03:13:38,733 - Train: 15.51% [194050/1251000] [155.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002827] [CE 5.089 (4.751)] [KD 5.755 (5.825)] 2024-10-12 03:13:44,591 - Train: 15.52% [194100/1251000] [155.2/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002827] [CE 4.862 (4.647)] [KD 6.100 (5.833)] 2024-10-12 03:13:50,703 - Train: 15.52% [194150/1251000] [155.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002827] [CE 4.337 (4.741)] [KD 5.784 (5.884)] 2024-10-12 03:13:56,538 - Train: 15.52% [194200/1251000] [155.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002827] [CE 4.953 (4.735)] [KD 5.815 (5.903)] 2024-10-12 03:14:02,277 - Train: 15.53% [194250/1251000] [155.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002827] [CE 4.700 (4.748)] [KD 5.850 (5.877)] 2024-10-12 03:14:07,999 - Train: 15.53% [194300/1251000] [155.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002827] [CE 4.851 (4.768)] [KD 5.826 (5.839)] 2024-10-12 03:14:13,980 - Train: 15.54% [194350/1251000] [155.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002827] [CE 5.070 (4.773)] [KD 5.946 (5.927)] 2024-10-12 03:14:20,098 - Train: 15.54% [194400/1251000] [155.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002827] [CE 4.736 (4.786)] [KD 6.051 (5.969)] 2024-10-12 03:14:25,974 - Train: 15.54% [194450/1251000] [155.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002826] [CE 4.734 (4.746)] [KD 5.758 (5.818)] 2024-10-12 03:14:31,742 - Train: 15.55% [194500/1251000] [155.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002826] [CE 4.590 (4.736)] [KD 5.840 (5.837)] 2024-10-12 03:14:37,551 - Train: 15.55% [194550/1251000] [155.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002826] [CE 4.665 (4.782)] [KD 5.687 (5.835)] 2024-10-12 03:14:43,818 - Train: 15.56% [194600/1251000] [155.6/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.119] [lr 0.002826] [CE 4.567 (4.744)] [KD 5.630 (5.894)] 2024-10-12 03:14:49,837 - Train: 15.56% [194650/1251000] [155.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002826] [CE 4.707 (4.731)] [KD 6.012 (5.818)] 2024-10-12 03:14:55,998 - Train: 15.56% [194700/1251000] [155.6/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002826] [CE 4.941 (4.751)] [KD 6.348 (5.875)] 2024-10-12 03:15:02,078 - Train: 15.57% [194750/1251000] [155.7/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002826] [CE 5.175 (4.739)] [KD 5.974 (5.897)] 2024-10-12 03:15:07,981 - Train: 15.57% [194800/1251000] [155.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002826] [CE 4.900 (4.729)] [KD 6.023 (5.815)] 2024-10-12 03:15:13,722 - Train: 15.58% [194850/1251000] [155.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002826] [CE 4.476 (4.740)] [KD 6.170 (5.887)] 2024-10-12 03:15:19,665 - Train: 15.58% [194900/1251000] [155.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002826] [CE 4.986 (4.784)] [KD 5.966 (5.907)] 2024-10-12 03:15:25,639 - Train: 15.58% [194950/1251000] [155.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002826] [CE 4.623 (4.752)] [KD 5.531 (5.922)] 2024-10-12 03:15:31,730 - Train: 15.59% [195000/1251000] [155.9/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002825] [CE 5.049 (4.807)] [KD 5.956 (5.937)] 2024-10-12 03:15:37,685 - Train: 15.59% [195050/1251000] [155.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002825] [CE 4.920 (4.757)] [KD 5.934 (5.835)] 2024-10-12 03:15:43,529 - Train: 15.60% [195100/1251000] [156.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002825] [CE 5.294 (4.726)] [KD 6.283 (5.874)] 2024-10-12 03:15:49,377 - Train: 15.60% [195150/1251000] [156.0/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.121] [lr 0.002825] [CE 4.110 (4.752)] [KD 5.506 (5.942)] 2024-10-12 03:15:50,169 - ==> Total time: 6:38:02 Eta: 1 day, 11:53:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:15:57,214 - Train: 15.60% [195200/1251000] [156.0/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002825] [CE 4.895 (4.706)] [KD 5.855 (5.831)] 2024-10-12 03:16:03,412 - Train: 15.61% [195250/1251000] [156.1/1000.0] [batch_t 0.131 (0.124)] [data_t 0.003] [optim_t 0.128] [lr 0.002825] [CE 4.432 (4.664)] [KD 5.477 (5.702)] 2024-10-12 03:16:09,452 - Train: 15.61% [195300/1251000] [156.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002825] [CE 5.242 (4.747)] [KD 6.314 (5.714)] 2024-10-12 03:16:15,526 - Train: 15.62% [195350/1251000] [156.2/1000.0] [batch_t 0.123 (0.121)] [data_t 0.003] [optim_t 0.120] [lr 0.002825] [CE 4.616 (4.777)] [KD 5.978 (5.841)] 2024-10-12 03:16:21,570 - Train: 15.62% [195400/1251000] [156.2/1000.0] [batch_t 0.123 (0.121)] [data_t 0.002] [optim_t 0.121] [lr 0.002825] [CE 5.046 (4.747)] [KD 5.897 (5.880)] 2024-10-12 03:16:27,723 - Train: 15.62% [195450/1251000] [156.2/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002825] [CE 4.896 (4.756)] [KD 6.001 (5.873)] 2024-10-12 03:16:33,551 - Train: 15.63% [195500/1251000] [156.3/1000.0] [batch_t 0.125 (0.116)] [data_t 0.003] [optim_t 0.122] [lr 0.002825] [CE 4.751 (4.716)] [KD 5.735 (5.759)] 2024-10-12 03:16:39,367 - Train: 15.63% [195550/1251000] [156.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002825] [CE 5.247 (4.731)] [KD 6.270 (5.817)] 2024-10-12 03:16:45,477 - Train: 15.64% [195600/1251000] [156.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002824] [CE 4.780 (4.688)] [KD 5.855 (5.795)] 2024-10-12 03:16:51,383 - Train: 15.64% [195650/1251000] [156.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002824] [CE 4.703 (4.765)] [KD 5.838 (5.857)] 2024-10-12 03:16:57,439 - Train: 15.64% [195700/1251000] [156.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002824] [CE 4.586 (4.669)] [KD 5.747 (5.756)] 2024-10-12 03:17:03,402 - Train: 15.65% [195750/1251000] [156.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002824] [CE 4.501 (4.742)] [KD 5.635 (5.759)] 2024-10-12 03:17:09,225 - Train: 15.65% [195800/1251000] [156.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002824] [CE 4.824 (4.752)] [KD 5.818 (5.890)] 2024-10-12 03:17:15,303 - Train: 15.66% [195850/1251000] [156.6/1000.0] [batch_t 0.239 (0.121)] [data_t 0.002] [optim_t 0.236] [lr 0.002824] [CE 5.016 (4.684)] [KD 6.243 (5.804)] 2024-10-12 03:17:21,113 - Train: 15.66% [195900/1251000] [156.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002824] [CE 4.544 (4.801)] [KD 5.677 (5.923)] 2024-10-12 03:17:27,076 - Train: 15.66% [195950/1251000] [156.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002824] [CE 4.752 (4.718)] [KD 6.185 (5.907)] 2024-10-12 03:17:32,907 - Train: 15.67% [196000/1251000] [156.7/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002824] [CE 5.102 (4.766)] [KD 6.274 (5.832)] 2024-10-12 03:17:38,953 - Train: 15.67% [196050/1251000] [156.7/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002824] [CE 4.691 (4.697)] [KD 6.077 (5.823)] 2024-10-12 03:17:45,123 - Train: 15.68% [196100/1251000] [156.8/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002824] [CE 4.595 (4.764)] [KD 5.975 (5.900)] 2024-10-12 03:17:51,078 - Train: 15.68% [196150/1251000] [156.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002823] [CE 4.619 (4.721)] [KD 5.715 (5.799)] 2024-10-12 03:17:57,197 - Train: 15.68% [196200/1251000] [156.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002823] [CE 4.670 (4.763)] [KD 5.680 (5.832)] 2024-10-12 03:18:03,177 - Train: 15.69% [196250/1251000] [156.9/1000.0] [batch_t 0.268 (0.120)] [data_t 0.002] [optim_t 0.265] [lr 0.002823] [CE 4.720 (4.720)] [KD 5.966 (5.902)] 2024-10-12 03:18:09,136 - Train: 15.69% [196300/1251000] [156.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002823] [CE 4.702 (4.780)] [KD 5.901 (5.902)] 2024-10-12 03:18:15,140 - Train: 15.70% [196350/1251000] [157.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002823] [CE 4.433 (4.779)] [KD 5.892 (5.892)] 2024-10-12 03:18:20,937 - Train: 15.70% [196400/1251000] [157.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002823] [CE 5.100 (4.782)] [KD 5.812 (5.856)] 2024-10-12 03:18:21,815 - ==> Total time: 6:40:34 Eta: 1 day, 11:50:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:18:28,582 - Train: 15.70% [196450/1251000] [157.0/1000.0] [batch_t 0.118 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.002823] [CE 4.561 (4.687)] [KD 5.871 (5.842)] 2024-10-12 03:18:34,625 - Train: 15.71% [196500/1251000] [157.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002823] [CE 5.033 (4.744)] [KD 5.936 (5.841)] 2024-10-12 03:18:40,759 - Train: 15.71% [196550/1251000] [157.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002823] [CE 4.839 (4.732)] [KD 5.829 (5.827)] 2024-10-12 03:18:46,972 - Train: 15.72% [196600/1251000] [157.2/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002823] [CE 5.171 (4.739)] [KD 5.924 (5.839)] 2024-10-12 03:18:52,769 - Train: 15.72% [196650/1251000] [157.2/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002823] [CE 4.033 (4.751)] [KD 5.393 (5.827)] 2024-10-12 03:18:58,599 - Train: 15.72% [196700/1251000] [157.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002822] [CE 5.009 (4.794)] [KD 5.773 (5.941)] 2024-10-12 03:19:04,432 - Train: 15.73% [196750/1251000] [157.3/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002822] [CE 4.499 (4.853)] [KD 5.583 (5.965)] 2024-10-12 03:19:10,291 - Train: 15.73% [196800/1251000] [157.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002822] [CE 4.542 (4.740)] [KD 5.863 (5.960)] 2024-10-12 03:19:16,430 - Train: 15.74% [196850/1251000] [157.4/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002822] [CE 4.854 (4.729)] [KD 5.842 (5.864)] 2024-10-12 03:19:22,480 - Train: 15.74% [196900/1251000] [157.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002822] [CE 4.966 (4.722)] [KD 5.816 (5.823)] 2024-10-12 03:19:28,724 - Train: 15.74% [196950/1251000] [157.4/1000.0] [batch_t 0.123 (0.125)] [data_t 0.003] [optim_t 0.121] [lr 0.002822] [CE 4.859 (4.765)] [KD 5.697 (5.814)] 2024-10-12 03:19:34,593 - Train: 15.75% [197000/1251000] [157.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002822] [CE 4.412 (4.767)] [KD 5.561 (5.786)] 2024-10-12 03:19:40,512 - Train: 15.75% [197050/1251000] [157.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002822] [CE 5.081 (4.749)] [KD 6.186 (5.837)] 2024-10-12 03:19:46,475 - Train: 15.76% [197100/1251000] [157.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002822] [CE 4.960 (4.819)] [KD 5.972 (5.894)] 2024-10-12 03:19:52,404 - Train: 15.76% [197150/1251000] [157.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002822] [CE 4.337 (4.697)] [KD 5.616 (5.925)] 2024-10-12 03:19:58,312 - Train: 15.76% [197200/1251000] [157.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002822] [CE 4.774 (4.725)] [KD 5.750 (5.806)] 2024-10-12 03:20:04,293 - Train: 15.77% [197250/1251000] [157.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002822] [CE 4.796 (4.699)] [KD 5.925 (5.855)] 2024-10-12 03:20:10,231 - Train: 15.77% [197300/1251000] [157.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002821] [CE 4.266 (4.712)] [KD 5.465 (5.811)] 2024-10-12 03:20:16,246 - Train: 15.78% [197350/1251000] [157.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002821] [CE 4.825 (4.797)] [KD 6.152 (5.969)] 2024-10-12 03:20:22,486 - Train: 15.78% [197400/1251000] [157.8/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002821] [CE 4.995 (4.695)] [KD 5.829 (5.842)] 2024-10-12 03:20:28,513 - Train: 15.78% [197450/1251000] [157.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002821] [CE 4.537 (4.823)] [KD 5.912 (5.922)] 2024-10-12 03:20:34,485 - Train: 15.79% [197500/1251000] [157.9/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002821] [CE 5.184 (4.758)] [KD 5.854 (5.895)] 2024-10-12 03:20:40,404 - Train: 15.79% [197550/1251000] [157.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002821] [CE 5.028 (4.677)] [KD 5.696 (5.842)] 2024-10-12 03:20:46,276 - Train: 15.80% [197600/1251000] [158.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002821] [CE 4.342 (4.702)] [KD 5.871 (5.793)] 2024-10-12 03:20:52,253 - Train: 15.80% [197650/1251000] [158.0/1000.0] [batch_t 0.225 (0.119)] [data_t 0.002] [optim_t 0.223] [lr 0.002821] [CE 4.785 (4.719)] [KD 5.789 (5.857)] 2024-10-12 03:20:53,158 - ==> Total time: 6:43:05 Eta: 1 day, 11:48:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:20:59,929 - Train: 15.80% [197700/1251000] [158.0/1000.0] [batch_t 0.114 (0.136)] [data_t 0.002] [optim_t 0.112] [lr 0.002821] [CE 4.864 (4.763)] [KD 6.213 (5.928)] 2024-10-12 03:21:05,794 - Train: 15.81% [197750/1251000] [158.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002821] [CE 4.383 (4.720)] [KD 5.441 (5.801)] 2024-10-12 03:21:12,121 - Train: 15.81% [197800/1251000] [158.1/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002821] [CE 4.523 (4.751)] [KD 5.846 (5.841)] 2024-10-12 03:21:17,835 - Train: 15.82% [197850/1251000] [158.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002820] [CE 4.339 (4.692)] [KD 5.536 (5.729)] 2024-10-12 03:21:23,690 - Train: 15.82% [197900/1251000] [158.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002820] [CE 5.039 (4.835)] [KD 6.187 (5.965)] 2024-10-12 03:21:29,433 - Train: 15.82% [197950/1251000] [158.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002820] [CE 4.894 (4.758)] [KD 5.968 (5.843)] 2024-10-12 03:21:35,280 - Train: 15.83% [198000/1251000] [158.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002820] [CE 5.256 (4.772)] [KD 5.875 (5.935)] 2024-10-12 03:21:41,151 - Train: 15.83% [198050/1251000] [158.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002820] [CE 4.890 (4.764)] [KD 6.158 (5.909)] 2024-10-12 03:21:47,068 - Train: 15.84% [198100/1251000] [158.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002820] [CE 5.090 (4.725)] [KD 6.125 (5.782)] 2024-10-12 03:21:53,112 - Train: 15.84% [198150/1251000] [158.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002820] [CE 4.536 (4.695)] [KD 5.702 (5.909)] 2024-10-12 03:21:59,215 - Train: 15.84% [198200/1251000] [158.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002820] [CE 5.027 (4.754)] [KD 5.646 (5.857)] 2024-10-12 03:22:04,959 - Train: 15.85% [198250/1251000] [158.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002820] [CE 5.082 (4.790)] [KD 5.841 (5.895)] 2024-10-12 03:22:10,831 - Train: 15.85% [198300/1251000] [158.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002820] [CE 4.202 (4.785)] [KD 5.788 (5.941)] 2024-10-12 03:22:16,688 - Train: 15.86% [198350/1251000] [158.6/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002820] [CE 4.560 (4.665)] [KD 5.779 (5.798)] 2024-10-12 03:22:22,667 - Train: 15.86% [198400/1251000] [158.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002819] [CE 4.553 (4.791)] [KD 5.895 (5.933)] 2024-10-12 03:22:28,540 - Train: 15.86% [198450/1251000] [158.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002819] [CE 4.718 (4.777)] [KD 5.563 (5.872)] 2024-10-12 03:22:34,504 - Train: 15.87% [198500/1251000] [158.7/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002819] [CE 4.859 (4.778)] [KD 5.874 (5.788)] 2024-10-12 03:22:40,356 - Train: 15.87% [198550/1251000] [158.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002819] [CE 4.774 (4.705)] [KD 5.858 (5.848)] 2024-10-12 03:22:46,369 - Train: 15.88% [198600/1251000] [158.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002819] [CE 4.995 (4.838)] [KD 5.929 (5.889)] 2024-10-12 03:22:52,615 - Train: 15.88% [198650/1251000] [158.8/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002819] [CE 4.788 (4.732)] [KD 5.945 (5.813)] 2024-10-12 03:22:58,530 - Train: 15.88% [198700/1251000] [158.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002819] [CE 4.812 (4.684)] [KD 5.904 (5.831)] 2024-10-12 03:23:04,607 - Train: 15.89% [198750/1251000] [158.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002819] [CE 4.942 (4.755)] [KD 6.116 (5.833)] 2024-10-12 03:23:10,395 - Train: 15.89% [198800/1251000] [158.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002819] [CE 4.514 (4.725)] [KD 5.457 (5.857)] 2024-10-12 03:23:16,313 - Train: 15.90% [198850/1251000] [159.0/1000.0] [batch_t 0.252 (0.118)] [data_t 0.002] [optim_t 0.250] [lr 0.002819] [CE 4.624 (4.801)] [KD 6.010 (5.870)] 2024-10-12 03:23:22,205 - Train: 15.90% [198900/1251000] [159.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002819] [CE 4.864 (4.764)] [KD 5.975 (5.853)] 2024-10-12 03:23:23,232 - ==> Total time: 6:45:35 Eta: 1 day, 11:45:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:23:29,405 - Train: 15.90% [198950/1251000] [159.0/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.002818] [CE 4.849 (4.742)] [KD 6.022 (5.864)] 2024-10-12 03:23:35,409 - Train: 15.91% [199000/1251000] [159.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002818] [CE 4.220 (4.791)] [KD 5.852 (5.967)] 2024-10-12 03:23:41,455 - Train: 15.91% [199050/1251000] [159.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002818] [CE 5.085 (4.814)] [KD 6.238 (5.922)] 2024-10-12 03:23:47,343 - Train: 15.92% [199100/1251000] [159.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002818] [CE 4.821 (4.849)] [KD 5.695 (5.890)] 2024-10-12 03:23:53,256 - Train: 15.92% [199150/1251000] [159.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002818] [CE 4.871 (4.783)] [KD 5.589 (5.858)] 2024-10-12 03:23:59,101 - Train: 15.92% [199200/1251000] [159.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002818] [CE 4.878 (4.799)] [KD 5.796 (5.860)] 2024-10-12 03:24:04,849 - Train: 15.93% [199250/1251000] [159.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002818] [CE 4.461 (4.705)] [KD 5.267 (5.818)] 2024-10-12 03:24:10,565 - Train: 15.93% [199300/1251000] [159.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002818] [CE 4.379 (4.689)] [KD 5.904 (5.763)] 2024-10-12 03:24:16,431 - Train: 15.94% [199350/1251000] [159.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002818] [CE 4.323 (4.756)] [KD 5.638 (5.773)] 2024-10-12 03:24:22,372 - Train: 15.94% [199400/1251000] [159.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002818] [CE 4.482 (4.734)] [KD 6.137 (5.888)] 2024-10-12 03:24:28,704 - Train: 15.94% [199450/1251000] [159.4/1000.0] [batch_t 0.112 (0.127)] [data_t 0.002] [optim_t 0.109] [lr 0.002818] [CE 4.757 (4.697)] [KD 5.586 (5.823)] 2024-10-12 03:24:34,453 - Train: 15.95% [199500/1251000] [159.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002818] [CE 4.937 (4.744)] [KD 5.962 (5.814)] 2024-10-12 03:24:40,219 - Train: 15.95% [199550/1251000] [159.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002817] [CE 4.289 (4.715)] [KD 5.520 (5.855)] 2024-10-12 03:24:46,127 - Train: 15.96% [199600/1251000] [159.6/1000.0] [batch_t 0.125 (0.118)] [data_t 0.002] [optim_t 0.122] [lr 0.002817] [CE 4.625 (4.708)] [KD 5.921 (5.873)] 2024-10-12 03:24:52,049 - Train: 15.96% [199650/1251000] [159.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002817] [CE 5.024 (4.702)] [KD 6.021 (5.876)] 2024-10-12 03:24:57,989 - Train: 15.96% [199700/1251000] [159.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002817] [CE 5.078 (4.720)] [KD 5.803 (5.798)] 2024-10-12 03:25:03,997 - Train: 15.97% [199750/1251000] [159.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002817] [CE 4.549 (4.713)] [KD 5.832 (5.800)] 2024-10-12 03:25:09,862 - Train: 15.97% [199800/1251000] [159.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002817] [CE 4.466 (4.682)] [KD 5.595 (5.859)] 2024-10-12 03:25:15,880 - Train: 15.98% [199850/1251000] [159.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002817] [CE 4.350 (4.815)] [KD 5.576 (5.905)] 2024-10-12 03:25:21,735 - Train: 15.98% [199900/1251000] [159.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002817] [CE 4.622 (4.819)] [KD 5.878 (5.820)] 2024-10-12 03:25:27,596 - Train: 15.98% [199950/1251000] [159.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002817] [CE 4.720 (4.810)] [KD 5.879 (5.875)] 2024-10-12 03:25:33,494 - Train: 15.99% [200000/1251000] [159.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002817] [CE 4.773 (4.781)] [KD 5.825 (5.847)] 2024-10-12 03:25:39,497 - Train: 15.99% [200050/1251000] [159.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002817] [CE 5.027 (4.777)] [KD 6.160 (5.848)] 2024-10-12 03:25:45,253 - Train: 16.00% [200100/1251000] [160.0/1000.0] [batch_t 0.125 (0.115)] [data_t 0.002] [optim_t 0.123] [lr 0.002816] [CE 4.554 (4.746)] [KD 6.013 (5.795)] 2024-10-12 03:25:51,046 - Train: 16.00% [200150/1251000] [160.0/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.002816] [CE 4.940 (4.719)] [KD 5.806 (5.856)] 2024-10-12 03:25:57,155 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31235] [top5_cnt 42304] [top_all 50000] 2024-10-12 03:25:57,156 - net: 62.470 (84.608) 2024-10-12 03:26:02,153 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 35130] [top5_cnt 44817] [top_all 50000] 2024-10-12 03:26:02,153 - net_E: 70.260 (89.634) 2024-10-12 03:26:02,286 - Max [top1: 63.550 (epoch: 155)] [top1-ema: 70.466 (epoch: 150)] 2024-10-12 03:26:02,287 - ==> Total time: 6:48:14 Eta: 1 day, 11:43:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:26:11,822 - Train: 16.00% [200200/1251000] [160.0/1000.0] [batch_t 0.115 (0.131)] [data_t 0.003] [optim_t 0.113] [lr 0.002816] [CE 4.555 (4.743)] [KD 5.750 (5.850)] 2024-10-12 03:26:17,965 - Train: 16.01% [200250/1251000] [160.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002816] [CE 5.035 (4.708)] [KD 6.129 (5.788)] 2024-10-12 03:26:24,207 - Train: 16.01% [200300/1251000] [160.1/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002816] [CE 4.233 (4.708)] [KD 5.819 (5.873)] 2024-10-12 03:26:30,102 - Train: 16.02% [200350/1251000] [160.2/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002816] [CE 4.982 (4.761)] [KD 5.817 (5.842)] 2024-10-12 03:26:36,246 - Train: 16.02% [200400/1251000] [160.2/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002816] [CE 4.653 (4.739)] [KD 5.849 (5.814)] 2024-10-12 03:26:42,137 - Train: 16.02% [200450/1251000] [160.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002816] [CE 4.972 (4.732)] [KD 5.856 (5.869)] 2024-10-12 03:26:48,178 - Train: 16.03% [200500/1251000] [160.3/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002816] [CE 4.859 (4.752)] [KD 5.888 (5.814)] 2024-10-12 03:26:54,021 - Train: 16.03% [200550/1251000] [160.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002816] [CE 4.872 (4.803)] [KD 5.837 (5.861)] 2024-10-12 03:26:59,996 - Train: 16.04% [200600/1251000] [160.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002816] [CE 4.628 (4.671)] [KD 5.677 (5.887)] 2024-10-12 03:27:05,870 - Train: 16.04% [200650/1251000] [160.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002815] [CE 4.692 (4.725)] [KD 6.011 (5.886)] 2024-10-12 03:27:11,714 - Train: 16.04% [200700/1251000] [160.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002815] [CE 4.821 (4.746)] [KD 6.308 (5.858)] 2024-10-12 03:27:17,573 - Train: 16.05% [200750/1251000] [160.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002815] [CE 5.161 (4.759)] [KD 6.195 (5.833)] 2024-10-12 03:27:23,654 - Train: 16.05% [200800/1251000] [160.5/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002815] [CE 4.702 (4.741)] [KD 5.912 (5.909)] 2024-10-12 03:27:29,419 - Train: 16.06% [200850/1251000] [160.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002815] [CE 4.814 (4.742)] [KD 5.626 (5.824)] 2024-10-12 03:27:35,168 - Train: 16.06% [200900/1251000] [160.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002815] [CE 4.662 (4.712)] [KD 5.837 (5.758)] 2024-10-12 03:27:40,915 - Train: 16.06% [200950/1251000] [160.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002815] [CE 4.740 (4.782)] [KD 5.796 (5.741)] 2024-10-12 03:27:46,799 - Train: 16.07% [201000/1251000] [160.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002815] [CE 4.683 (4.722)] [KD 5.929 (5.788)] 2024-10-12 03:27:52,950 - Train: 16.07% [201050/1251000] [160.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002815] [CE 4.495 (4.793)] [KD 6.032 (5.911)] 2024-10-12 03:27:58,849 - Train: 16.08% [201100/1251000] [160.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002815] [CE 4.471 (4.714)] [KD 5.564 (5.746)] 2024-10-12 03:28:04,903 - Train: 16.08% [201150/1251000] [160.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002815] [CE 5.117 (4.745)] [KD 5.822 (5.814)] 2024-10-12 03:28:10,827 - Train: 16.08% [201200/1251000] [160.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002814] [CE 5.319 (4.684)] [KD 6.429 (5.736)] 2024-10-12 03:28:16,665 - Train: 16.09% [201250/1251000] [160.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002814] [CE 4.144 (4.771)] [KD 5.515 (5.848)] 2024-10-12 03:28:22,408 - Train: 16.09% [201300/1251000] [160.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002814] [CE 5.037 (4.792)] [KD 5.949 (5.887)] 2024-10-12 03:28:28,299 - Train: 16.10% [201350/1251000] [161.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002814] [CE 4.691 (4.808)] [KD 5.662 (5.878)] 2024-10-12 03:28:34,135 - Train: 16.10% [201400/1251000] [161.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002814] [CE 4.489 (4.684)] [KD 5.962 (5.809)] 2024-10-12 03:28:35,358 - ==> Total time: 6:50:48 Eta: 1 day, 11:40:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:28:41,764 - Train: 16.10% [201450/1251000] [161.0/1000.0] [batch_t 0.113 (0.134)] [data_t 0.002] [optim_t 0.110] [lr 0.002814] [CE 4.846 (4.737)] [KD 5.701 (5.853)] 2024-10-12 03:28:47,555 - Train: 16.11% [201500/1251000] [161.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002814] [CE 4.837 (4.763)] [KD 6.120 (5.823)] 2024-10-12 03:28:53,407 - Train: 16.11% [201550/1251000] [161.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002814] [CE 5.058 (4.753)] [KD 6.002 (5.813)] 2024-10-12 03:28:59,422 - Train: 16.12% [201600/1251000] [161.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002814] [CE 4.866 (4.689)] [KD 5.895 (5.828)] 2024-10-12 03:29:05,278 - Train: 16.12% [201650/1251000] [161.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002814] [CE 5.069 (4.731)] [KD 5.947 (5.914)] 2024-10-12 03:29:11,218 - Train: 16.12% [201700/1251000] [161.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002814] [CE 4.658 (4.706)] [KD 5.920 (5.739)] 2024-10-12 03:29:17,177 - Train: 16.13% [201750/1251000] [161.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002813] [CE 4.543 (4.742)] [KD 5.681 (5.800)] 2024-10-12 03:29:22,884 - Train: 16.13% [201800/1251000] [161.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002813] [CE 4.573 (4.695)] [KD 5.634 (5.827)] 2024-10-12 03:29:28,582 - Train: 16.14% [201850/1251000] [161.4/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002813] [CE 4.447 (4.757)] [KD 5.998 (5.821)] 2024-10-12 03:29:34,449 - Train: 16.14% [201900/1251000] [161.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002813] [CE 5.163 (4.787)] [KD 6.049 (5.811)] 2024-10-12 03:29:40,299 - Train: 16.14% [201950/1251000] [161.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002813] [CE 4.421 (4.761)] [KD 5.683 (5.870)] 2024-10-12 03:29:46,427 - Train: 16.15% [202000/1251000] [161.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002813] [CE 4.649 (4.784)] [KD 6.097 (5.897)] 2024-10-12 03:29:52,430 - Train: 16.15% [202050/1251000] [161.5/1000.0] [batch_t 0.127 (0.120)] [data_t 0.002] [optim_t 0.125] [lr 0.002813] [CE 4.452 (4.786)] [KD 5.707 (5.909)] 2024-10-12 03:29:58,294 - Train: 16.16% [202100/1251000] [161.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002813] [CE 5.071 (4.748)] [KD 6.456 (5.846)] 2024-10-12 03:30:04,269 - Train: 16.16% [202150/1251000] [161.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002813] [CE 4.334 (4.707)] [KD 5.544 (5.814)] 2024-10-12 03:30:10,201 - Train: 16.16% [202200/1251000] [161.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002813] [CE 4.528 (4.730)] [KD 6.244 (5.842)] 2024-10-12 03:30:15,979 - Train: 16.17% [202250/1251000] [161.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002813] [CE 4.971 (4.719)] [KD 5.916 (5.887)] 2024-10-12 03:30:21,875 - Train: 16.17% [202300/1251000] [161.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002812] [CE 4.490 (4.847)] [KD 5.842 (5.921)] 2024-10-12 03:30:27,850 - Train: 16.18% [202350/1251000] [161.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002812] [CE 5.219 (4.855)] [KD 6.349 (5.959)] 2024-10-12 03:30:33,737 - Train: 16.18% [202400/1251000] [161.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002812] [CE 4.532 (4.714)] [KD 5.805 (5.866)] 2024-10-12 03:30:39,752 - Train: 16.18% [202450/1251000] [161.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002812] [CE 4.324 (4.782)] [KD 5.485 (5.914)] 2024-10-12 03:30:45,699 - Train: 16.19% [202500/1251000] [161.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002812] [CE 4.620 (4.674)] [KD 5.885 (5.826)] 2024-10-12 03:30:51,519 - Train: 16.19% [202550/1251000] [161.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002812] [CE 4.835 (4.782)] [KD 5.660 (5.900)] 2024-10-12 03:30:57,590 - Train: 16.20% [202600/1251000] [162.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002812] [CE 4.552 (4.772)] [KD 5.550 (5.810)] 2024-10-12 03:31:03,381 - Train: 16.20% [202650/1251000] [162.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002812] [CE 4.452 (4.751)] [KD 5.562 (5.834)] 2024-10-12 03:31:04,747 - ==> Total time: 6:53:17 Eta: 1 day, 11:37:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:31:11,428 - Train: 16.20% [202700/1251000] [162.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002812] [CE 3.948 (4.780)] [KD 5.798 (5.789)] 2024-10-12 03:31:17,331 - Train: 16.21% [202750/1251000] [162.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002812] [CE 5.130 (4.766)] [KD 5.968 (5.827)] 2024-10-12 03:31:23,587 - Train: 16.21% [202800/1251000] [162.1/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002812] [CE 4.618 (4.780)] [KD 5.711 (5.846)] 2024-10-12 03:31:29,521 - Train: 16.22% [202850/1251000] [162.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002811] [CE 4.384 (4.728)] [KD 5.487 (5.837)] 2024-10-12 03:31:35,461 - Train: 16.22% [202900/1251000] [162.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002811] [CE 4.813 (4.763)] [KD 6.266 (5.893)] 2024-10-12 03:31:41,297 - Train: 16.22% [202950/1251000] [162.2/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002811] [CE 5.066 (4.690)] [KD 5.855 (5.864)] 2024-10-12 03:31:47,430 - Train: 16.23% [203000/1251000] [162.3/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002811] [CE 5.037 (4.778)] [KD 5.808 (5.863)] 2024-10-12 03:31:53,674 - Train: 16.23% [203050/1251000] [162.3/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002811] [CE 5.082 (4.780)] [KD 5.711 (5.805)] 2024-10-12 03:31:59,692 - Train: 16.24% [203100/1251000] [162.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002811] [CE 4.125 (4.744)] [KD 5.922 (5.731)] 2024-10-12 03:32:05,548 - Train: 16.24% [203150/1251000] [162.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002811] [CE 4.732 (4.731)] [KD 5.784 (5.746)] 2024-10-12 03:32:11,470 - Train: 16.24% [203200/1251000] [162.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002811] [CE 4.834 (4.679)] [KD 5.771 (5.736)] 2024-10-12 03:32:17,397 - Train: 16.25% [203250/1251000] [162.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002811] [CE 4.356 (4.769)] [KD 5.679 (5.960)] 2024-10-12 03:32:23,253 - Train: 16.25% [203300/1251000] [162.5/1000.0] [batch_t 0.218 (0.117)] [data_t 0.003] [optim_t 0.216] [lr 0.002811] [CE 4.862 (4.751)] [KD 5.856 (5.940)] 2024-10-12 03:32:29,387 - Train: 16.25% [203350/1251000] [162.5/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002811] [CE 5.363 (4.754)] [KD 6.374 (5.935)] 2024-10-12 03:32:35,387 - Train: 16.26% [203400/1251000] [162.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002810] [CE 4.369 (4.775)] [KD 5.370 (5.910)] 2024-10-12 03:32:41,395 - Train: 16.26% [203450/1251000] [162.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002810] [CE 4.531 (4.736)] [KD 5.799 (5.920)] 2024-10-12 03:32:47,182 - Train: 16.27% [203500/1251000] [162.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002810] [CE 4.065 (4.821)] [KD 5.343 (5.896)] 2024-10-12 03:32:53,023 - Train: 16.27% [203550/1251000] [162.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002810] [CE 4.576 (4.719)] [KD 6.229 (5.877)] 2024-10-12 03:32:58,857 - Train: 16.27% [203600/1251000] [162.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002810] [CE 4.510 (4.832)] [KD 5.998 (5.992)] 2024-10-12 03:33:04,948 - Train: 16.28% [203650/1251000] [162.8/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002810] [CE 5.050 (4.758)] [KD 6.039 (5.961)] 2024-10-12 03:33:10,874 - Train: 16.28% [203700/1251000] [162.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002810] [CE 4.600 (4.773)] [KD 6.047 (5.932)] 2024-10-12 03:33:16,610 - Train: 16.29% [203750/1251000] [162.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002810] [CE 4.356 (4.785)] [KD 5.847 (5.897)] 2024-10-12 03:33:22,365 - Train: 16.29% [203800/1251000] [162.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002810] [CE 5.252 (4.721)] [KD 5.834 (5.863)] 2024-10-12 03:33:28,213 - Train: 16.29% [203850/1251000] [162.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002810] [CE 4.902 (4.712)] [KD 5.859 (5.741)] 2024-10-12 03:33:34,472 - Train: 16.30% [203900/1251000] [163.0/1000.0] [batch_t 0.112 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.002810] [CE 4.600 (4.768)] [KD 5.456 (5.784)] 2024-10-12 03:33:36,026 - ==> Total time: 6:55:48 Eta: 1 day, 11:35:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:33:41,914 - Train: 16.30% [203950/1251000] [163.0/1000.0] [batch_t 0.115 (0.131)] [data_t 0.003] [optim_t 0.112] [lr 0.002809] [CE 4.710 (4.733)] [KD 5.400 (5.758)] 2024-10-12 03:33:47,849 - Train: 16.31% [204000/1251000] [163.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002809] [CE 4.110 (4.671)] [KD 5.611 (5.843)] 2024-10-12 03:33:53,614 - Train: 16.31% [204050/1251000] [163.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002809] [CE 4.811 (4.732)] [KD 5.806 (5.861)] 2024-10-12 03:33:59,378 - Train: 16.31% [204100/1251000] [163.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002809] [CE 4.738 (4.712)] [KD 5.668 (5.794)] 2024-10-12 03:34:05,357 - Train: 16.32% [204150/1251000] [163.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002809] [CE 4.861 (4.719)] [KD 5.829 (5.903)] 2024-10-12 03:34:11,393 - Train: 16.32% [204200/1251000] [163.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002809] [CE 5.067 (4.744)] [KD 5.735 (5.723)] 2024-10-12 03:34:17,100 - Train: 16.33% [204250/1251000] [163.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002809] [CE 4.817 (4.707)] [KD 5.291 (5.819)] 2024-10-12 03:34:23,122 - Train: 16.33% [204300/1251000] [163.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002809] [CE 4.559 (4.748)] [KD 6.077 (5.696)] 2024-10-12 03:34:28,994 - Train: 16.33% [204350/1251000] [163.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002809] [CE 4.599 (4.725)] [KD 5.454 (5.783)] 2024-10-12 03:34:34,949 - Train: 16.34% [204400/1251000] [163.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002809] [CE 4.636 (4.807)] [KD 5.664 (5.824)] 2024-10-12 03:34:41,105 - Train: 16.34% [204450/1251000] [163.4/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002809] [CE 4.743 (4.768)] [KD 6.061 (5.839)] 2024-10-12 03:34:46,937 - Train: 16.35% [204500/1251000] [163.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002808] [CE 4.709 (4.773)] [KD 5.761 (5.779)] 2024-10-12 03:34:52,718 - Train: 16.35% [204550/1251000] [163.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002808] [CE 4.925 (4.753)] [KD 6.090 (5.872)] 2024-10-12 03:34:58,505 - Train: 16.35% [204600/1251000] [163.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002808] [CE 4.519 (4.715)] [KD 5.478 (5.843)] 2024-10-12 03:35:04,288 - Train: 16.36% [204650/1251000] [163.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002808] [CE 4.865 (4.730)] [KD 6.118 (5.823)] 2024-10-12 03:35:10,239 - Train: 16.36% [204700/1251000] [163.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002808] [CE 5.340 (4.732)] [KD 6.146 (5.793)] 2024-10-12 03:35:16,700 - Train: 16.37% [204750/1251000] [163.7/1000.0] [batch_t 0.118 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.002808] [CE 5.225 (4.669)] [KD 6.066 (5.744)] 2024-10-12 03:35:22,653 - Train: 16.37% [204800/1251000] [163.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002808] [CE 5.010 (4.719)] [KD 6.288 (5.831)] 2024-10-12 03:35:28,546 - Train: 16.37% [204850/1251000] [163.7/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002808] [CE 4.827 (4.719)] [KD 5.987 (5.897)] 2024-10-12 03:35:34,356 - Train: 16.38% [204900/1251000] [163.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002808] [CE 4.398 (4.781)] [KD 6.056 (5.927)] 2024-10-12 03:35:40,048 - Train: 16.38% [204950/1251000] [163.8/1000.0] [batch_t 0.118 (0.114)] [data_t 0.002] [optim_t 0.115] [lr 0.002808] [CE 4.816 (4.774)] [KD 5.863 (5.859)] 2024-10-12 03:35:45,879 - Train: 16.39% [205000/1251000] [163.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002808] [CE 4.799 (4.754)] [KD 5.693 (5.907)] 2024-10-12 03:35:51,968 - Train: 16.39% [205050/1251000] [163.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002807] [CE 4.901 (4.733)] [KD 6.018 (5.937)] 2024-10-12 03:35:57,812 - Train: 16.39% [205100/1251000] [163.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002807] [CE 4.910 (4.731)] [KD 6.016 (5.849)] 2024-10-12 03:36:04,013 - Train: 16.40% [205150/1251000] [164.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002807] [CE 4.641 (4.772)] [KD 5.578 (5.862)] 2024-10-12 03:36:05,588 - ==> Total time: 6:58:18 Eta: 1 day, 11:32:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:36:11,849 - Train: 16.40% [205200/1251000] [164.0/1000.0] [batch_t 0.114 (0.131)] [data_t 0.002] [optim_t 0.112] [lr 0.002807] [CE 5.132 (4.737)] [KD 5.678 (5.722)] 2024-10-12 03:36:17,996 - Train: 16.41% [205250/1251000] [164.1/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002807] [CE 4.689 (4.678)] [KD 5.710 (5.746)] 2024-10-12 03:36:23,770 - Train: 16.41% [205300/1251000] [164.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002807] [CE 4.448 (4.750)] [KD 5.577 (5.838)] 2024-10-12 03:36:29,695 - Train: 16.41% [205350/1251000] [164.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002807] [CE 4.964 (4.777)] [KD 5.316 (5.822)] 2024-10-12 03:36:35,657 - Train: 16.42% [205400/1251000] [164.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002807] [CE 5.167 (4.804)] [KD 5.792 (5.827)] 2024-10-12 03:36:41,598 - Train: 16.42% [205450/1251000] [164.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002807] [CE 4.900 (4.739)] [KD 6.101 (5.811)] 2024-10-12 03:36:47,375 - Train: 16.43% [205500/1251000] [164.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002807] [CE 4.984 (4.769)] [KD 5.662 (5.839)] 2024-10-12 03:36:53,304 - Train: 16.43% [205550/1251000] [164.3/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002807] [CE 4.813 (4.768)] [KD 6.090 (5.818)] 2024-10-12 03:36:59,282 - Train: 16.43% [205600/1251000] [164.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002806] [CE 4.360 (4.691)] [KD 5.120 (5.797)] 2024-10-12 03:37:05,154 - Train: 16.44% [205650/1251000] [164.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002806] [CE 4.337 (4.720)] [KD 5.788 (5.811)] 2024-10-12 03:37:11,042 - Train: 16.44% [205700/1251000] [164.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002806] [CE 4.714 (4.757)] [KD 5.669 (5.850)] 2024-10-12 03:37:17,050 - Train: 16.45% [205750/1251000] [164.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002806] [CE 4.467 (4.741)] [KD 5.934 (5.846)] 2024-10-12 03:37:22,938 - Train: 16.45% [205800/1251000] [164.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002806] [CE 5.240 (4.697)] [KD 6.073 (5.786)] 2024-10-12 03:37:28,702 - Train: 16.45% [205850/1251000] [164.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002806] [CE 5.250 (4.733)] [KD 5.961 (5.879)] 2024-10-12 03:37:34,456 - Train: 16.46% [205900/1251000] [164.6/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002806] [CE 4.397 (4.800)] [KD 5.651 (5.887)] 2024-10-12 03:37:40,248 - Train: 16.46% [205950/1251000] [164.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002806] [CE 5.111 (4.735)] [KD 5.990 (5.778)] 2024-10-12 03:37:46,241 - Train: 16.47% [206000/1251000] [164.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002806] [CE 4.849 (4.812)] [KD 5.833 (5.880)] 2024-10-12 03:37:52,139 - Train: 16.47% [206050/1251000] [164.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002806] [CE 4.460 (4.695)] [KD 5.593 (5.801)] 2024-10-12 03:37:58,293 - Train: 16.47% [206100/1251000] [164.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002806] [CE 5.025 (4.722)] [KD 5.526 (5.804)] 2024-10-12 03:38:04,205 - Train: 16.48% [206150/1251000] [164.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002805] [CE 4.496 (4.732)] [KD 5.969 (5.805)] 2024-10-12 03:38:10,017 - Train: 16.48% [206200/1251000] [164.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002805] [CE 4.842 (4.673)] [KD 5.769 (5.748)] 2024-10-12 03:38:16,017 - Train: 16.49% [206250/1251000] [164.9/1000.0] [batch_t 0.125 (0.120)] [data_t 0.002] [optim_t 0.123] [lr 0.002805] [CE 4.575 (4.718)] [KD 5.877 (5.799)] 2024-10-12 03:38:21,953 - Train: 16.49% [206300/1251000] [164.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002805] [CE 5.343 (4.770)] [KD 5.738 (5.883)] 2024-10-12 03:38:27,741 - Train: 16.49% [206350/1251000] [164.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002805] [CE 4.473 (4.676)] [KD 5.510 (5.778)] 2024-10-12 03:38:33,653 - Train: 16.50% [206400/1251000] [165.0/1000.0] [batch_t 0.126 (0.118)] [data_t 0.010] [optim_t 0.116] [lr 0.002805] [CE 4.604 (4.713)] [KD 5.728 (5.799)] 2024-10-12 03:38:40,219 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 32281] [top5_cnt 43055] [top_all 50000] 2024-10-12 03:38:40,219 - net: 64.562 (86.110) 2024-10-12 03:38:45,216 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 35175] [top5_cnt 44849] [top_all 50000] 2024-10-12 03:38:45,216 - net_E: 70.350 (89.698) 2024-10-12 03:38:45,360 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.466 (epoch: 150)] 2024-10-12 03:38:45,360 - ==> Total time: 7:00:58 Eta: 1 day, 11:30:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:38:53,273 - Train: 16.50% [206450/1251000] [165.0/1000.0] [batch_t 0.121 (0.132)] [data_t 0.003] [optim_t 0.118] [lr 0.002805] [CE 4.839 (4.686)] [KD 5.832 (5.686)] 2024-10-12 03:38:59,491 - Train: 16.51% [206500/1251000] [165.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002805] [CE 4.706 (4.741)] [KD 5.803 (5.815)] 2024-10-12 03:39:05,867 - Train: 16.51% [206550/1251000] [165.1/1000.0] [batch_t 0.117 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002805] [CE 4.959 (4.710)] [KD 6.013 (5.756)] 2024-10-12 03:39:11,992 - Train: 16.51% [206600/1251000] [165.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002805] [CE 4.715 (4.782)] [KD 6.121 (5.842)] 2024-10-12 03:39:17,945 - Train: 16.52% [206650/1251000] [165.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002804] [CE 4.633 (4.761)] [KD 5.558 (5.854)] 2024-10-12 03:39:23,914 - Train: 16.52% [206700/1251000] [165.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002804] [CE 4.175 (4.626)] [KD 5.731 (5.783)] 2024-10-12 03:39:29,915 - Train: 16.53% [206750/1251000] [165.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002804] [CE 4.955 (4.781)] [KD 6.075 (5.850)] 2024-10-12 03:39:35,887 - Train: 16.53% [206800/1251000] [165.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002804] [CE 4.436 (4.628)] [KD 5.469 (5.758)] 2024-10-12 03:39:41,984 - Train: 16.53% [206850/1251000] [165.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002804] [CE 4.585 (4.742)] [KD 5.688 (5.823)] 2024-10-12 03:39:48,031 - Train: 16.54% [206900/1251000] [165.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002804] [CE 5.149 (4.711)] [KD 5.939 (5.816)] 2024-10-12 03:39:54,381 - Train: 16.54% [206950/1251000] [165.4/1000.0] [batch_t 0.120 (0.127)] [data_t 0.003] [optim_t 0.117] [lr 0.002804] [CE 4.285 (4.778)] [KD 5.619 (5.901)] 2024-10-12 03:40:00,302 - Train: 16.55% [207000/1251000] [165.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002804] [CE 5.006 (4.735)] [KD 6.045 (5.865)] 2024-10-12 03:40:06,388 - Train: 16.55% [207050/1251000] [165.5/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002804] [CE 4.786 (4.762)] [KD 5.874 (5.862)] 2024-10-12 03:40:12,317 - Train: 16.55% [207100/1251000] [165.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002804] [CE 4.512 (4.783)] [KD 5.999 (5.939)] 2024-10-12 03:40:18,323 - Train: 16.56% [207150/1251000] [165.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002804] [CE 4.927 (4.778)] [KD 5.909 (5.902)] 2024-10-12 03:40:24,300 - Train: 16.56% [207200/1251000] [165.6/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.002803] [CE 4.770 (4.786)] [KD 5.848 (5.861)] 2024-10-12 03:40:30,296 - Train: 16.57% [207250/1251000] [165.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002803] [CE 4.447 (4.686)] [KD 5.506 (5.771)] 2024-10-12 03:40:36,299 - Train: 16.57% [207300/1251000] [165.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002803] [CE 4.927 (4.756)] [KD 5.992 (5.861)] 2024-10-12 03:40:42,395 - Train: 16.57% [207350/1251000] [165.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002803] [CE 3.974 (4.737)] [KD 5.630 (5.814)] 2024-10-12 03:40:48,519 - Train: 16.58% [207400/1251000] [165.8/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002803] [CE 4.811 (4.753)] [KD 6.083 (5.822)] 2024-10-12 03:40:54,539 - Train: 16.58% [207450/1251000] [165.8/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002803] [CE 4.642 (4.751)] [KD 5.817 (5.905)] 2024-10-12 03:41:00,444 - Train: 16.59% [207500/1251000] [165.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002803] [CE 4.685 (4.749)] [KD 5.674 (5.891)] 2024-10-12 03:41:06,265 - Train: 16.59% [207550/1251000] [165.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002803] [CE 4.584 (4.719)] [KD 6.104 (5.826)] 2024-10-12 03:41:12,400 - Train: 16.59% [207600/1251000] [165.9/1000.0] [batch_t 0.123 (0.123)] [data_t 0.003] [optim_t 0.120] [lr 0.002803] [CE 4.702 (4.740)] [KD 5.986 (5.776)] 2024-10-12 03:41:18,398 - Train: 16.60% [207650/1251000] [166.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002803] [CE 4.449 (4.736)] [KD 5.677 (5.828)] 2024-10-12 03:41:20,205 - ==> Total time: 7:03:32 Eta: 1 day, 11:27:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:41:26,229 - Train: 16.60% [207700/1251000] [166.0/1000.0] [batch_t 0.116 (0.132)] [data_t 0.003] [optim_t 0.114] [lr 0.002803] [CE 4.891 (4.724)] [KD 6.041 (5.827)] 2024-10-12 03:41:32,197 - Train: 16.61% [207750/1251000] [166.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002802] [CE 4.731 (4.758)] [KD 6.033 (5.878)] 2024-10-12 03:41:38,484 - Train: 16.61% [207800/1251000] [166.1/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.117] [lr 0.002802] [CE 5.076 (4.760)] [KD 5.646 (5.840)] 2024-10-12 03:41:44,367 - Train: 16.61% [207850/1251000] [166.1/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002802] [CE 4.920 (4.775)] [KD 6.140 (5.777)] 2024-10-12 03:41:50,268 - Train: 16.62% [207900/1251000] [166.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002802] [CE 5.043 (4.777)] [KD 6.006 (5.735)] 2024-10-12 03:41:56,290 - Train: 16.62% [207950/1251000] [166.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002802] [CE 4.718 (4.688)] [KD 5.828 (5.751)] 2024-10-12 03:42:02,517 - Train: 16.63% [208000/1251000] [166.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002802] [CE 4.374 (4.708)] [KD 5.879 (5.834)] 2024-10-12 03:42:08,424 - Train: 16.63% [208050/1251000] [166.3/1000.0] [batch_t 0.123 (0.118)] [data_t 0.002] [optim_t 0.121] [lr 0.002802] [CE 4.876 (4.732)] [KD 5.812 (5.795)] 2024-10-12 03:42:14,337 - Train: 16.63% [208100/1251000] [166.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002802] [CE 4.591 (4.749)] [KD 5.983 (5.820)] 2024-10-12 03:42:20,418 - Train: 16.64% [208150/1251000] [166.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002802] [CE 4.703 (4.710)] [KD 5.938 (5.882)] 2024-10-12 03:42:26,496 - Train: 16.64% [208200/1251000] [166.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002802] [CE 4.897 (4.799)] [KD 5.975 (5.908)] 2024-10-12 03:42:32,619 - Train: 16.65% [208250/1251000] [166.5/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002802] [CE 5.019 (4.839)] [KD 5.954 (5.934)] 2024-10-12 03:42:38,491 - Train: 16.65% [208300/1251000] [166.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002801] [CE 4.948 (4.744)] [KD 6.226 (5.902)] 2024-10-12 03:42:44,368 - Train: 16.65% [208350/1251000] [166.5/1000.0] [batch_t 0.123 (0.117)] [data_t 0.003] [optim_t 0.121] [lr 0.002801] [CE 4.383 (4.685)] [KD 5.621 (5.837)] 2024-10-12 03:42:50,272 - Train: 16.66% [208400/1251000] [166.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002801] [CE 4.591 (4.710)] [KD 5.795 (5.816)] 2024-10-12 03:42:56,428 - Train: 16.66% [208450/1251000] [166.6/1000.0] [batch_t 0.125 (0.123)] [data_t 0.003] [optim_t 0.123] [lr 0.002801] [CE 4.300 (4.748)] [KD 5.767 (5.849)] 2024-10-12 03:43:02,451 - Train: 16.67% [208500/1251000] [166.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002801] [CE 4.609 (4.769)] [KD 5.647 (5.864)] 2024-10-12 03:43:08,493 - Train: 16.67% [208550/1251000] [166.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002801] [CE 4.442 (4.757)] [KD 5.937 (5.870)] 2024-10-12 03:43:14,398 - Train: 16.67% [208600/1251000] [166.7/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002801] [CE 4.780 (4.774)] [KD 6.026 (5.889)] 2024-10-12 03:43:20,667 - Train: 16.68% [208650/1251000] [166.8/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002801] [CE 4.768 (4.678)] [KD 6.107 (5.806)] 2024-10-12 03:43:26,539 - Train: 16.68% [208700/1251000] [166.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002801] [CE 4.531 (4.731)] [KD 5.769 (5.780)] 2024-10-12 03:43:32,434 - Train: 16.69% [208750/1251000] [166.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002801] [CE 4.815 (4.778)] [KD 5.860 (5.924)] 2024-10-12 03:43:38,417 - Train: 16.69% [208800/1251000] [166.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002800] [CE 4.361 (4.739)] [KD 5.837 (5.839)] 2024-10-12 03:43:44,521 - Train: 16.69% [208850/1251000] [166.9/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002800] [CE 4.425 (4.767)] [KD 5.946 (5.900)] 2024-10-12 03:43:50,332 - Train: 16.70% [208900/1251000] [167.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002800] [CE 4.586 (4.745)] [KD 6.000 (5.893)] 2024-10-12 03:43:52,249 - ==> Total time: 7:06:04 Eta: 1 day, 11:25:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:43:57,820 - Train: 16.70% [208950/1251000] [167.0/1000.0] [batch_t 0.120 (0.136)] [data_t 0.003] [optim_t 0.118] [lr 0.002800] [CE 4.763 (4.737)] [KD 5.741 (5.805)] 2024-10-12 03:44:04,164 - Train: 16.71% [209000/1251000] [167.1/1000.0] [batch_t 0.117 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002800] [CE 4.197 (4.704)] [KD 5.739 (5.749)] 2024-10-12 03:44:10,273 - Train: 16.71% [209050/1251000] [167.1/1000.0] [batch_t 0.127 (0.122)] [data_t 0.003] [optim_t 0.124] [lr 0.002800] [CE 4.992 (4.769)] [KD 5.709 (5.798)] 2024-10-12 03:44:16,388 - Train: 16.71% [209100/1251000] [167.1/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002800] [CE 4.100 (4.700)] [KD 5.637 (5.737)] 2024-10-12 03:44:22,593 - Train: 16.72% [209150/1251000] [167.2/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002800] [CE 4.443 (4.700)] [KD 5.791 (5.735)] 2024-10-12 03:44:28,611 - Train: 16.72% [209200/1251000] [167.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002800] [CE 4.872 (4.759)] [KD 5.692 (5.808)] 2024-10-12 03:44:34,561 - Train: 16.73% [209250/1251000] [167.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002800] [CE 4.897 (4.752)] [KD 6.055 (5.768)] 2024-10-12 03:44:40,645 - Train: 16.73% [209300/1251000] [167.3/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002800] [CE 4.611 (4.696)] [KD 5.933 (5.792)] 2024-10-12 03:44:46,468 - Train: 16.73% [209350/1251000] [167.3/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002799] [CE 4.815 (4.766)] [KD 5.649 (5.849)] 2024-10-12 03:44:52,326 - Train: 16.74% [209400/1251000] [167.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002799] [CE 4.900 (4.717)] [KD 6.020 (5.738)] 2024-10-12 03:44:58,574 - Train: 16.74% [209450/1251000] [167.4/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002799] [CE 4.567 (4.766)] [KD 5.914 (5.842)] 2024-10-12 03:45:04,583 - Train: 16.75% [209500/1251000] [167.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002799] [CE 5.009 (4.740)] [KD 5.548 (5.905)] 2024-10-12 03:45:10,550 - Train: 16.75% [209550/1251000] [167.5/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002799] [CE 4.602 (4.769)] [KD 5.800 (5.881)] 2024-10-12 03:45:16,624 - Train: 16.75% [209600/1251000] [167.5/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002799] [CE 4.930 (4.725)] [KD 5.589 (5.756)] 2024-10-12 03:45:22,610 - Train: 16.76% [209650/1251000] [167.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002799] [CE 4.661 (4.755)] [KD 5.900 (5.827)] 2024-10-12 03:45:28,584 - Train: 16.76% [209700/1251000] [167.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002799] [CE 5.050 (4.748)] [KD 5.915 (5.846)] 2024-10-12 03:45:34,521 - Train: 16.77% [209750/1251000] [167.7/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002799] [CE 5.078 (4.818)] [KD 6.099 (5.852)] 2024-10-12 03:45:40,470 - Train: 16.77% [209800/1251000] [167.7/1000.0] [batch_t 0.128 (0.119)] [data_t 0.003] [optim_t 0.126] [lr 0.002799] [CE 4.630 (4.737)] [KD 5.730 (5.810)] 2024-10-12 03:45:46,778 - Train: 16.77% [209850/1251000] [167.7/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002799] [CE 4.874 (4.744)] [KD 5.899 (5.890)] 2024-10-12 03:45:52,805 - Train: 16.78% [209900/1251000] [167.8/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002798] [CE 5.044 (4.753)] [KD 5.856 (5.888)] 2024-10-12 03:45:58,844 - Train: 16.78% [209950/1251000] [167.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002798] [CE 4.809 (4.702)] [KD 5.777 (5.775)] 2024-10-12 03:46:04,949 - Train: 16.79% [210000/1251000] [167.9/1000.0] [batch_t 0.228 (0.122)] [data_t 0.003] [optim_t 0.225] [lr 0.002798] [CE 5.144 (4.746)] [KD 6.130 (5.893)] 2024-10-12 03:46:11,077 - Train: 16.79% [210050/1251000] [167.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002798] [CE 4.890 (4.744)] [KD 6.235 (5.751)] 2024-10-12 03:46:17,097 - Train: 16.79% [210100/1251000] [167.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002798] [CE 4.733 (4.745)] [KD 5.682 (5.793)] 2024-10-12 03:46:23,341 - Train: 16.80% [210150/1251000] [168.0/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002798] [CE 4.809 (4.797)] [KD 5.847 (5.858)] 2024-10-12 03:46:25,398 - ==> Total time: 7:08:38 Eta: 1 day, 11:22:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:46:30,818 - Train: 16.80% [210200/1251000] [168.0/1000.0] [batch_t 0.116 (0.134)] [data_t 0.002] [optim_t 0.113] [lr 0.002798] [CE 4.698 (4.734)] [KD 5.909 (5.844)] 2024-10-12 03:46:36,616 - Train: 16.81% [210250/1251000] [168.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002798] [CE 4.183 (4.657)] [KD 5.592 (5.751)] 2024-10-12 03:46:42,524 - Train: 16.81% [210300/1251000] [168.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002798] [CE 5.231 (4.792)] [KD 5.801 (5.781)] 2024-10-12 03:46:48,711 - Train: 16.81% [210350/1251000] [168.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002798] [CE 4.973 (4.699)] [KD 6.367 (5.802)] 2024-10-12 03:46:54,473 - Train: 16.82% [210400/1251000] [168.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002797] [CE 4.851 (4.788)] [KD 5.659 (5.883)] 2024-10-12 03:47:00,457 - Train: 16.82% [210450/1251000] [168.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002797] [CE 4.570 (4.729)] [KD 5.964 (5.845)] 2024-10-12 03:47:06,610 - Train: 16.83% [210500/1251000] [168.3/1000.0] [batch_t 0.111 (0.123)] [data_t 0.002] [optim_t 0.108] [lr 0.002797] [CE 4.341 (4.721)] [KD 5.609 (5.757)] 2024-10-12 03:47:12,519 - Train: 16.83% [210550/1251000] [168.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002797] [CE 4.384 (4.720)] [KD 6.036 (5.821)] 2024-10-12 03:47:18,244 - Train: 16.83% [210600/1251000] [168.3/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002797] [CE 4.811 (4.713)] [KD 5.565 (5.763)] 2024-10-12 03:47:24,114 - Train: 16.84% [210650/1251000] [168.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002797] [CE 4.823 (4.750)] [KD 5.798 (5.807)] 2024-10-12 03:47:29,954 - Train: 16.84% [210700/1251000] [168.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002797] [CE 4.601 (4.679)] [KD 5.888 (5.739)] 2024-10-12 03:47:35,926 - Train: 16.85% [210750/1251000] [168.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002797] [CE 5.307 (4.752)] [KD 5.849 (5.807)] 2024-10-12 03:47:41,841 - Train: 16.85% [210800/1251000] [168.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002797] [CE 5.225 (4.771)] [KD 5.953 (5.795)] 2024-10-12 03:47:47,537 - Train: 16.85% [210850/1251000] [168.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002797] [CE 5.008 (4.687)] [KD 5.935 (5.821)] 2024-10-12 03:47:53,520 - Train: 16.86% [210900/1251000] [168.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002797] [CE 4.929 (4.772)] [KD 6.159 (5.806)] 2024-10-12 03:47:59,348 - Train: 16.86% [210950/1251000] [168.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002796] [CE 5.375 (4.697)] [KD 6.389 (5.866)] 2024-10-12 03:48:05,447 - Train: 16.87% [211000/1251000] [168.7/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002796] [CE 4.821 (4.747)] [KD 5.914 (5.953)] 2024-10-12 03:48:11,285 - Train: 16.87% [211050/1251000] [168.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002796] [CE 4.900 (4.668)] [KD 5.849 (5.770)] 2024-10-12 03:48:16,998 - Train: 16.87% [211100/1251000] [168.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002796] [CE 4.845 (4.744)] [KD 6.044 (5.863)] 2024-10-12 03:48:22,737 - Train: 16.88% [211150/1251000] [168.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002796] [CE 4.580 (4.710)] [KD 5.795 (5.817)] 2024-10-12 03:48:28,733 - Train: 16.88% [211200/1251000] [168.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002796] [CE 4.775 (4.753)] [KD 6.031 (5.855)] 2024-10-12 03:48:34,575 - Train: 16.89% [211250/1251000] [168.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002796] [CE 4.922 (4.757)] [KD 5.744 (5.847)] 2024-10-12 03:48:40,542 - Train: 16.89% [211300/1251000] [168.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002796] [CE 4.805 (4.698)] [KD 6.003 (5.774)] 2024-10-12 03:48:46,705 - Train: 16.89% [211350/1251000] [168.9/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002796] [CE 4.914 (4.804)] [KD 6.159 (5.814)] 2024-10-12 03:48:52,613 - Train: 16.90% [211400/1251000] [169.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002796] [CE 4.442 (4.771)] [KD 5.673 (5.837)] 2024-10-12 03:48:54,794 - ==> Total time: 7:11:07 Eta: 1 day, 11:19:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:49:00,125 - Train: 16.90% [211450/1251000] [169.0/1000.0] [batch_t 0.117 (0.131)] [data_t 0.003] [optim_t 0.114] [lr 0.002796] [CE 5.181 (4.790)] [KD 5.665 (5.831)] 2024-10-12 03:49:06,028 - Train: 16.91% [211500/1251000] [169.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002795] [CE 4.995 (4.739)] [KD 5.845 (5.765)] 2024-10-12 03:49:11,920 - Train: 16.91% [211550/1251000] [169.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002795] [CE 4.667 (4.773)] [KD 6.057 (5.813)] 2024-10-12 03:49:17,833 - Train: 16.91% [211600/1251000] [169.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002795] [CE 4.927 (4.722)] [KD 5.880 (5.806)] 2024-10-12 03:49:24,020 - Train: 16.92% [211650/1251000] [169.2/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.120] [lr 0.002795] [CE 4.579 (4.794)] [KD 5.835 (5.814)] 2024-10-12 03:49:30,067 - Train: 16.92% [211700/1251000] [169.2/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002795] [CE 4.380 (4.748)] [KD 5.618 (5.789)] 2024-10-12 03:49:36,139 - Train: 16.93% [211750/1251000] [169.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002795] [CE 4.831 (4.740)] [KD 6.037 (5.775)] 2024-10-12 03:49:42,021 - Train: 16.93% [211800/1251000] [169.3/1000.0] [batch_t 0.128 (0.118)] [data_t 0.002] [optim_t 0.126] [lr 0.002795] [CE 4.697 (4.737)] [KD 5.893 (5.787)] 2024-10-12 03:49:48,276 - Train: 16.93% [211850/1251000] [169.3/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002795] [CE 5.032 (4.770)] [KD 5.996 (5.878)] 2024-10-12 03:49:54,185 - Train: 16.94% [211900/1251000] [169.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002795] [CE 4.928 (4.745)] [KD 5.858 (5.778)] 2024-10-12 03:50:00,336 - Train: 16.94% [211950/1251000] [169.4/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002795] [CE 5.112 (4.675)] [KD 5.804 (5.700)] 2024-10-12 03:50:06,474 - Train: 16.95% [212000/1251000] [169.5/1000.0] [batch_t 0.122 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002794] [CE 5.014 (4.709)] [KD 5.889 (5.742)] 2024-10-12 03:50:12,806 - Train: 16.95% [212050/1251000] [169.5/1000.0] [batch_t 0.118 (0.127)] [data_t 0.003] [optim_t 0.115] [lr 0.002794] [CE 4.860 (4.730)] [KD 5.989 (5.755)] 2024-10-12 03:50:18,759 - Train: 16.95% [212100/1251000] [169.5/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002794] [CE 5.289 (4.714)] [KD 5.852 (5.716)] 2024-10-12 03:50:24,838 - Train: 16.96% [212150/1251000] [169.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002794] [CE 4.966 (4.760)] [KD 5.958 (5.770)] 2024-10-12 03:50:31,135 - Train: 16.96% [212200/1251000] [169.6/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.118] [lr 0.002794] [CE 4.612 (4.775)] [KD 5.943 (5.763)] 2024-10-12 03:50:37,207 - Train: 16.97% [212250/1251000] [169.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002794] [CE 4.602 (4.764)] [KD 5.971 (5.747)] 2024-10-12 03:50:43,186 - Train: 16.97% [212300/1251000] [169.7/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002794] [CE 4.591 (4.696)] [KD 5.609 (5.772)] 2024-10-12 03:50:49,473 - Train: 16.97% [212350/1251000] [169.7/1000.0] [batch_t 0.128 (0.126)] [data_t 0.002] [optim_t 0.125] [lr 0.002794] [CE 4.285 (4.770)] [KD 5.203 (5.725)] 2024-10-12 03:50:55,647 - Train: 16.98% [212400/1251000] [169.8/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002794] [CE 5.172 (4.774)] [KD 5.990 (5.812)] 2024-10-12 03:51:01,807 - Train: 16.98% [212450/1251000] [169.8/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.120] [lr 0.002794] [CE 4.946 (4.802)] [KD 5.872 (5.838)] 2024-10-12 03:51:08,385 - Train: 16.99% [212500/1251000] [169.9/1000.0] [batch_t 0.118 (0.131)] [data_t 0.003] [optim_t 0.116] [lr 0.002794] [CE 4.848 (4.784)] [KD 5.809 (5.849)] 2024-10-12 03:51:14,536 - Train: 16.99% [212550/1251000] [169.9/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002793] [CE 4.806 (4.747)] [KD 5.908 (5.775)] 2024-10-12 03:51:20,633 - Train: 16.99% [212600/1251000] [169.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002793] [CE 4.238 (4.712)] [KD 5.953 (5.801)] 2024-10-12 03:51:26,709 - Train: 17.00% [212650/1251000] [170.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002793] [CE 5.152 (4.791)] [KD 6.103 (5.825)] 2024-10-12 03:51:33,939 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 31617] [top5_cnt 42707] [top_all 50000] 2024-10-12 03:51:33,939 - net: 63.234 (85.414) 2024-10-12 03:51:38,913 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35227] [top5_cnt 44841] [top_all 50000] 2024-10-12 03:51:38,913 - net_E: 70.454 (89.682) 2024-10-12 03:51:39,040 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.466 (epoch: 150)] 2024-10-12 03:51:39,040 - ==> Total time: 7:13:51 Eta: 1 day, 11:18:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:51:44,266 - Train: 17.00% [212700/1251000] [170.0/1000.0] [batch_t 0.116 (0.137)] [data_t 0.003] [optim_t 0.113] [lr 0.002793] [CE 4.807 (4.698)] [KD 6.064 (5.911)] 2024-10-12 03:51:50,294 - Train: 17.01% [212750/1251000] [170.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002793] [CE 4.941 (4.752)] [KD 6.097 (5.871)] 2024-10-12 03:51:56,367 - Train: 17.01% [212800/1251000] [170.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002793] [CE 4.437 (4.718)] [KD 5.771 (5.853)] 2024-10-12 03:52:02,497 - Train: 17.01% [212850/1251000] [170.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002793] [CE 4.568 (4.787)] [KD 5.787 (5.852)] 2024-10-12 03:52:08,504 - Train: 17.02% [212900/1251000] [170.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002793] [CE 4.772 (4.741)] [KD 5.945 (5.868)] 2024-10-12 03:52:14,236 - Train: 17.02% [212950/1251000] [170.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002793] [CE 4.824 (4.785)] [KD 5.731 (5.846)] 2024-10-12 03:52:19,943 - Train: 17.03% [213000/1251000] [170.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002793] [CE 4.789 (4.662)] [KD 5.754 (5.797)] 2024-10-12 03:52:25,899 - Train: 17.03% [213050/1251000] [170.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002792] [CE 4.615 (4.720)] [KD 6.042 (5.827)] 2024-10-12 03:52:32,038 - Train: 17.03% [213100/1251000] [170.3/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002792] [CE 5.154 (4.752)] [KD 5.945 (5.866)] 2024-10-12 03:52:37,927 - Train: 17.04% [213150/1251000] [170.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002792] [CE 4.555 (4.762)] [KD 5.705 (5.858)] 2024-10-12 03:52:43,662 - Train: 17.04% [213200/1251000] [170.4/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002792] [CE 5.044 (4.753)] [KD 5.823 (5.767)] 2024-10-12 03:52:49,512 - Train: 17.05% [213250/1251000] [170.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002792] [CE 4.945 (4.707)] [KD 5.822 (5.711)] 2024-10-12 03:52:55,415 - Train: 17.05% [213300/1251000] [170.5/1000.0] [batch_t 0.227 (0.118)] [data_t 0.002] [optim_t 0.224] [lr 0.002792] [CE 4.832 (4.763)] [KD 5.883 (5.790)] 2024-10-12 03:53:01,419 - Train: 17.05% [213350/1251000] [170.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002792] [CE 5.019 (4.693)] [KD 5.733 (5.834)] 2024-10-12 03:53:07,384 - Train: 17.06% [213400/1251000] [170.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002792] [CE 4.628 (4.726)] [KD 5.773 (5.822)] 2024-10-12 03:53:13,300 - Train: 17.06% [213450/1251000] [170.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002792] [CE 4.843 (4.763)] [KD 5.804 (5.845)] 2024-10-12 03:53:19,006 - Train: 17.07% [213500/1251000] [170.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002792] [CE 5.295 (4.749)] [KD 6.245 (5.794)] 2024-10-12 03:53:24,818 - Train: 17.07% [213550/1251000] [170.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002792] [CE 4.631 (4.771)] [KD 5.727 (5.765)] 2024-10-12 03:53:30,640 - Train: 17.07% [213600/1251000] [170.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002791] [CE 5.443 (4.716)] [KD 6.082 (5.776)] 2024-10-12 03:53:36,490 - Train: 17.08% [213650/1251000] [170.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002791] [CE 4.990 (4.713)] [KD 5.874 (5.793)] 2024-10-12 03:53:42,588 - Train: 17.08% [213700/1251000] [170.8/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002791] [CE 4.661 (4.700)] [KD 5.560 (5.759)] 2024-10-12 03:53:48,570 - Train: 17.09% [213750/1251000] [170.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002791] [CE 4.626 (4.738)] [KD 5.992 (5.802)] 2024-10-12 03:53:54,343 - Train: 17.09% [213800/1251000] [170.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002791] [CE 5.107 (4.759)] [KD 6.121 (5.853)] 2024-10-12 03:54:00,068 - Train: 17.09% [213850/1251000] [170.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002791] [CE 4.265 (4.706)] [KD 5.590 (5.904)] 2024-10-12 03:54:06,074 - Train: 17.10% [213900/1251000] [171.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002791] [CE 5.018 (4.749)] [KD 6.400 (5.822)] 2024-10-12 03:54:08,441 - ==> Total time: 7:16:21 Eta: 1 day, 11:15:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:54:13,234 - Train: 17.10% [213950/1251000] [171.0/1000.0] [batch_t 0.114 (0.128)] [data_t 0.003] [optim_t 0.111] [lr 0.002791] [CE 4.971 (4.753)] [KD 5.944 (5.866)] 2024-10-12 03:54:19,242 - Train: 17.11% [214000/1251000] [171.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002791] [CE 4.859 (4.778)] [KD 5.981 (5.874)] 2024-10-12 03:54:25,251 - Train: 17.11% [214050/1251000] [171.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002791] [CE 4.838 (4.793)] [KD 5.736 (5.799)] 2024-10-12 03:54:30,973 - Train: 17.11% [214100/1251000] [171.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002790] [CE 4.453 (4.738)] [KD 5.585 (5.927)] 2024-10-12 03:54:36,734 - Train: 17.12% [214150/1251000] [171.2/1000.0] [batch_t 0.118 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002790] [CE 4.271 (4.715)] [KD 5.639 (5.771)] 2024-10-12 03:54:42,880 - Train: 17.12% [214200/1251000] [171.2/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002790] [CE 5.162 (4.758)] [KD 5.740 (5.743)] 2024-10-12 03:54:48,688 - Train: 17.13% [214250/1251000] [171.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002790] [CE 4.741 (4.786)] [KD 5.738 (5.852)] 2024-10-12 03:54:54,389 - Train: 17.13% [214300/1251000] [171.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002790] [CE 5.184 (4.748)] [KD 6.068 (5.816)] 2024-10-12 03:55:00,305 - Train: 17.13% [214350/1251000] [171.3/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002790] [CE 4.720 (4.766)] [KD 5.595 (5.845)] 2024-10-12 03:55:06,147 - Train: 17.14% [214400/1251000] [171.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002790] [CE 5.057 (4.726)] [KD 5.782 (5.727)] 2024-10-12 03:55:12,047 - Train: 17.14% [214450/1251000] [171.4/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002790] [CE 4.625 (4.666)] [KD 5.751 (5.778)] 2024-10-12 03:55:17,764 - Train: 17.15% [214500/1251000] [171.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002790] [CE 4.991 (4.757)] [KD 6.391 (5.791)] 2024-10-12 03:55:23,632 - Train: 17.15% [214550/1251000] [171.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002790] [CE 5.188 (4.776)] [KD 6.232 (5.905)] 2024-10-12 03:55:29,797 - Train: 17.15% [214600/1251000] [171.5/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002790] [CE 4.946 (4.780)] [KD 5.739 (5.944)] 2024-10-12 03:55:35,503 - Train: 17.16% [214650/1251000] [171.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002789] [CE 4.444 (4.779)] [KD 5.936 (5.909)] 2024-10-12 03:55:41,294 - Train: 17.16% [214700/1251000] [171.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002789] [CE 4.963 (4.768)] [KD 5.533 (5.818)] 2024-10-12 03:55:47,012 - Train: 17.17% [214750/1251000] [171.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002789] [CE 4.959 (4.786)] [KD 5.969 (5.877)] 2024-10-12 03:55:52,820 - Train: 17.17% [214800/1251000] [171.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002789] [CE 4.556 (4.759)] [KD 5.667 (5.864)] 2024-10-12 03:55:58,545 - Train: 17.17% [214850/1251000] [171.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002789] [CE 4.780 (4.766)] [KD 5.821 (5.849)] 2024-10-12 03:56:04,593 - Train: 17.18% [214900/1251000] [171.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002789] [CE 4.802 (4.712)] [KD 6.043 (5.867)] 2024-10-12 03:56:10,737 - Train: 17.18% [214950/1251000] [171.8/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002789] [CE 4.577 (4.771)] [KD 6.032 (5.882)] 2024-10-12 03:56:16,694 - Train: 17.19% [215000/1251000] [171.9/1000.0] [batch_t 0.244 (0.119)] [data_t 0.003] [optim_t 0.241] [lr 0.002789] [CE 4.569 (4.800)] [KD 5.751 (5.923)] 2024-10-12 03:56:22,587 - Train: 17.19% [215050/1251000] [171.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002789] [CE 4.668 (4.770)] [KD 5.567 (5.896)] 2024-10-12 03:56:28,380 - Train: 17.19% [215100/1251000] [171.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002789] [CE 4.523 (4.718)] [KD 5.700 (5.786)] 2024-10-12 03:56:34,185 - Train: 17.20% [215150/1251000] [172.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002788] [CE 4.987 (4.807)] [KD 5.595 (5.821)] 2024-10-12 03:56:36,870 - ==> Total time: 7:18:49 Eta: 1 day, 11:12:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:56:41,799 - Train: 17.20% [215200/1251000] [172.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002788] [CE 4.842 (4.772)] [KD 5.675 (5.698)] 2024-10-12 03:56:47,506 - Train: 17.21% [215250/1251000] [172.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002788] [CE 4.850 (4.701)] [KD 6.088 (5.697)] 2024-10-12 03:56:53,342 - Train: 17.21% [215300/1251000] [172.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002788] [CE 4.385 (4.743)] [KD 5.648 (5.778)] 2024-10-12 03:56:59,271 - Train: 17.21% [215350/1251000] [172.1/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002788] [CE 4.904 (4.644)] [KD 5.512 (5.708)] 2024-10-12 03:57:05,113 - Train: 17.22% [215400/1251000] [172.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002788] [CE 4.438 (4.712)] [KD 5.558 (5.842)] 2024-10-12 03:57:10,979 - Train: 17.22% [215450/1251000] [172.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002788] [CE 4.990 (4.611)] [KD 6.147 (5.711)] 2024-10-12 03:57:16,706 - Train: 17.23% [215500/1251000] [172.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002788] [CE 4.535 (4.689)] [KD 5.878 (5.798)] 2024-10-12 03:57:22,611 - Train: 17.23% [215550/1251000] [172.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002788] [CE 4.952 (4.774)] [KD 6.009 (5.853)] 2024-10-12 03:57:28,651 - Train: 17.23% [215600/1251000] [172.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002788] [CE 4.658 (4.785)] [KD 5.693 (5.837)] 2024-10-12 03:57:34,641 - Train: 17.24% [215650/1251000] [172.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002788] [CE 4.550 (4.741)] [KD 5.624 (5.835)] 2024-10-12 03:57:40,591 - Train: 17.24% [215700/1251000] [172.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002787] [CE 4.471 (4.715)] [KD 5.206 (5.712)] 2024-10-12 03:57:46,343 - Train: 17.25% [215750/1251000] [172.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002787] [CE 4.530 (4.701)] [KD 6.031 (5.818)] 2024-10-12 03:57:52,308 - Train: 17.25% [215800/1251000] [172.5/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002787] [CE 5.146 (4.722)] [KD 5.669 (5.705)] 2024-10-12 03:57:58,328 - Train: 17.25% [215850/1251000] [172.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002787] [CE 5.228 (4.741)] [KD 6.194 (5.774)] 2024-10-12 03:58:04,646 - Train: 17.26% [215900/1251000] [172.6/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002787] [CE 5.142 (4.799)] [KD 6.172 (5.739)] 2024-10-12 03:58:10,761 - Train: 17.26% [215950/1251000] [172.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002787] [CE 4.986 (4.811)] [KD 5.848 (5.946)] 2024-10-12 03:58:16,934 - Train: 17.27% [216000/1251000] [172.7/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002787] [CE 4.106 (4.702)] [KD 5.443 (5.753)] 2024-10-12 03:58:23,033 - Train: 17.27% [216050/1251000] [172.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002787] [CE 4.458 (4.750)] [KD 5.500 (5.799)] 2024-10-12 03:58:28,888 - Train: 17.27% [216100/1251000] [172.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002787] [CE 5.006 (4.671)] [KD 5.946 (5.784)] 2024-10-12 03:58:34,801 - Train: 17.28% [216150/1251000] [172.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002787] [CE 4.634 (4.774)] [KD 5.919 (5.836)] 2024-10-12 03:58:41,168 - Train: 17.28% [216200/1251000] [172.8/1000.0] [batch_t 0.124 (0.127)] [data_t 0.002] [optim_t 0.122] [lr 0.002786] [CE 4.779 (4.751)] [KD 6.054 (5.922)] 2024-10-12 03:58:47,460 - Train: 17.29% [216250/1251000] [172.9/1000.0] [batch_t 0.122 (0.126)] [data_t 0.003] [optim_t 0.119] [lr 0.002786] [CE 4.266 (4.734)] [KD 5.544 (5.897)] 2024-10-12 03:58:53,523 - Train: 17.29% [216300/1251000] [172.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002786] [CE 4.764 (4.686)] [KD 5.869 (5.787)] 2024-10-12 03:58:59,442 - Train: 17.29% [216350/1251000] [172.9/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002786] [CE 4.310 (4.766)] [KD 5.479 (5.837)] 2024-10-12 03:59:05,507 - Train: 17.30% [216400/1251000] [173.0/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002786] [CE 5.136 (4.773)] [KD 6.336 (5.834)] 2024-10-12 03:59:08,208 - ==> Total time: 7:21:20 Eta: 1 day, 11:09:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 03:59:13,269 - Train: 17.30% [216450/1251000] [173.0/1000.0] [batch_t 0.114 (0.144)] [data_t 0.003] [optim_t 0.112] [lr 0.002786] [CE 4.810 (4.720)] [KD 5.765 (5.648)] 2024-10-12 03:59:19,224 - Train: 17.31% [216500/1251000] [173.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002786] [CE 4.846 (4.760)] [KD 5.744 (5.748)] 2024-10-12 03:59:25,041 - Train: 17.31% [216550/1251000] [173.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002786] [CE 4.586 (4.724)] [KD 5.419 (5.751)] 2024-10-12 03:59:31,183 - Train: 17.31% [216600/1251000] [173.1/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002786] [CE 4.874 (4.735)] [KD 5.777 (5.834)] 2024-10-12 03:59:37,162 - Train: 17.32% [216650/1251000] [173.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002786] [CE 4.194 (4.679)] [KD 5.552 (5.751)] 2024-10-12 03:59:43,001 - Train: 17.32% [216700/1251000] [173.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002785] [CE 4.843 (4.707)] [KD 5.439 (5.664)] 2024-10-12 03:59:48,975 - Train: 17.33% [216750/1251000] [173.3/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002785] [CE 4.363 (4.719)] [KD 5.736 (5.805)] 2024-10-12 03:59:54,773 - Train: 17.33% [216800/1251000] [173.3/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002785] [CE 4.821 (4.781)] [KD 5.719 (5.932)] 2024-10-12 04:00:00,832 - Train: 17.33% [216850/1251000] [173.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002785] [CE 4.703 (4.712)] [KD 5.928 (5.769)] 2024-10-12 04:00:06,765 - Train: 17.34% [216900/1251000] [173.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002785] [CE 5.117 (4.746)] [KD 5.954 (5.801)] 2024-10-12 04:00:12,707 - Train: 17.34% [216950/1251000] [173.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002785] [CE 4.835 (4.732)] [KD 5.785 (5.763)] 2024-10-12 04:00:18,514 - Train: 17.35% [217000/1251000] [173.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002785] [CE 4.831 (4.733)] [KD 5.782 (5.797)] 2024-10-12 04:00:24,724 - Train: 17.35% [217050/1251000] [173.5/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002785] [CE 4.839 (4.764)] [KD 5.820 (5.799)] 2024-10-12 04:00:30,505 - Train: 17.35% [217100/1251000] [173.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002785] [CE 4.822 (4.683)] [KD 5.844 (5.784)] 2024-10-12 04:00:36,375 - Train: 17.36% [217150/1251000] [173.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002785] [CE 4.299 (4.767)] [KD 5.978 (5.882)] 2024-10-12 04:00:42,064 - Train: 17.36% [217200/1251000] [173.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002785] [CE 5.381 (4.807)] [KD 6.148 (5.863)] 2024-10-12 04:00:47,900 - Train: 17.37% [217250/1251000] [173.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002784] [CE 4.622 (4.753)] [KD 5.768 (5.858)] 2024-10-12 04:00:53,910 - Train: 17.37% [217300/1251000] [173.7/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002784] [CE 4.475 (4.765)] [KD 5.778 (5.757)] 2024-10-12 04:00:59,877 - Train: 17.37% [217350/1251000] [173.7/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002784] [CE 4.337 (4.754)] [KD 5.688 (5.862)] 2024-10-12 04:01:05,705 - Train: 17.38% [217400/1251000] [173.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002784] [CE 4.527 (4.716)] [KD 5.670 (5.777)] 2024-10-12 04:01:11,740 - Train: 17.38% [217450/1251000] [173.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002784] [CE 4.687 (4.770)] [KD 5.727 (5.846)] 2024-10-12 04:01:17,675 - Train: 17.39% [217500/1251000] [173.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002784] [CE 4.719 (4.755)] [KD 5.765 (5.752)] 2024-10-12 04:01:23,498 - Train: 17.39% [217550/1251000] [173.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002784] [CE 4.460 (4.723)] [KD 5.376 (5.761)] 2024-10-12 04:01:29,414 - Train: 17.39% [217600/1251000] [173.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002784] [CE 5.077 (4.739)] [KD 5.849 (5.784)] 2024-10-12 04:01:35,163 - Train: 17.40% [217650/1251000] [174.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002784] [CE 4.627 (4.739)] [KD 5.855 (5.848)] 2024-10-12 04:01:38,044 - ==> Total time: 7:23:50 Eta: 1 day, 11:06:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:01:42,962 - Train: 17.40% [217700/1251000] [174.0/1000.0] [batch_t 0.115 (0.139)] [data_t 0.003] [optim_t 0.112] [lr 0.002784] [CE 4.563 (4.773)] [KD 5.838 (5.874)] 2024-10-12 04:01:48,789 - Train: 17.41% [217750/1251000] [174.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002783] [CE 4.465 (4.675)] [KD 5.521 (5.713)] 2024-10-12 04:01:54,940 - Train: 17.41% [217800/1251000] [174.1/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002783] [CE 5.084 (4.780)] [KD 6.024 (5.750)] 2024-10-12 04:02:01,029 - Train: 17.41% [217850/1251000] [174.1/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002783] [CE 5.000 (4.765)] [KD 5.999 (5.795)] 2024-10-12 04:02:06,839 - Train: 17.42% [217900/1251000] [174.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002783] [CE 5.074 (4.708)] [KD 6.100 (5.769)] 2024-10-12 04:02:12,797 - Train: 17.42% [217950/1251000] [174.2/1000.0] [batch_t 0.124 (0.119)] [data_t 0.002] [optim_t 0.122] [lr 0.002783] [CE 5.066 (4.734)] [KD 5.820 (5.872)] 2024-10-12 04:02:18,822 - Train: 17.43% [218000/1251000] [174.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002783] [CE 4.593 (4.732)] [KD 5.785 (5.786)] 2024-10-12 04:02:24,615 - Train: 17.43% [218050/1251000] [174.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002783] [CE 4.886 (4.791)] [KD 5.881 (5.787)] 2024-10-12 04:02:30,565 - Train: 17.43% [218100/1251000] [174.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002783] [CE 4.836 (4.723)] [KD 5.894 (5.802)] 2024-10-12 04:02:36,615 - Train: 17.44% [218150/1251000] [174.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002783] [CE 4.778 (4.700)] [KD 6.134 (5.829)] 2024-10-12 04:02:42,612 - Train: 17.44% [218200/1251000] [174.4/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002783] [CE 4.652 (4.766)] [KD 5.840 (5.780)] 2024-10-12 04:02:48,638 - Train: 17.45% [218250/1251000] [174.5/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002782] [CE 4.591 (4.786)] [KD 5.581 (5.818)] 2024-10-12 04:02:54,730 - Train: 17.45% [218300/1251000] [174.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002782] [CE 4.843 (4.774)] [KD 5.936 (5.839)] 2024-10-12 04:03:00,552 - Train: 17.45% [218350/1251000] [174.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002782] [CE 4.846 (4.705)] [KD 6.090 (5.854)] 2024-10-12 04:03:06,630 - Train: 17.46% [218400/1251000] [174.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002782] [CE 4.974 (4.756)] [KD 5.776 (5.821)] 2024-10-12 04:03:12,615 - Train: 17.46% [218450/1251000] [174.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002782] [CE 4.927 (4.796)] [KD 5.890 (5.830)] 2024-10-12 04:03:18,444 - Train: 17.47% [218500/1251000] [174.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002782] [CE 4.310 (4.764)] [KD 5.897 (5.930)] 2024-10-12 04:03:24,518 - Train: 17.47% [218550/1251000] [174.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002782] [CE 4.634 (4.741)] [KD 5.729 (5.866)] 2024-10-12 04:03:30,480 - Train: 17.47% [218600/1251000] [174.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002782] [CE 4.203 (4.661)] [KD 5.871 (5.840)] 2024-10-12 04:03:36,460 - Train: 17.48% [218650/1251000] [174.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002782] [CE 4.651 (4.752)] [KD 5.821 (5.867)] 2024-10-12 04:03:42,705 - Train: 17.48% [218700/1251000] [174.8/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002782] [CE 4.943 (4.724)] [KD 5.927 (5.801)] 2024-10-12 04:03:48,477 - Train: 17.49% [218750/1251000] [174.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002782] [CE 4.468 (4.778)] [KD 5.664 (5.778)] 2024-10-12 04:03:54,529 - Train: 17.49% [218800/1251000] [174.9/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002781] [CE 4.613 (4.728)] [KD 5.569 (5.773)] 2024-10-12 04:04:00,660 - Train: 17.49% [218850/1251000] [174.9/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002781] [CE 4.739 (4.727)] [KD 5.503 (5.767)] 2024-10-12 04:04:06,631 - Train: 17.50% [218900/1251000] [175.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002781] [CE 5.024 (4.790)] [KD 6.027 (5.802)] 2024-10-12 04:04:14,467 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.094)] [top1_cnt 30454] [top5_cnt 41764] [top_all 50000] 2024-10-12 04:04:14,467 - net: 60.908 (83.528) 2024-10-12 04:04:19,457 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 35234] [top5_cnt 44848] [top_all 50000] 2024-10-12 04:04:19,457 - net_E: 70.468 (89.696) 2024-10-12 04:04:19,593 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.468 (epoch: 175)] 2024-10-12 04:04:19,593 - ==> Total time: 7:26:32 Eta: 1 day, 11:05:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:04:26,589 - Train: 17.50% [218950/1251000] [175.0/1000.0] [batch_t 0.119 (0.135)] [data_t 0.003] [optim_t 0.116] [lr 0.002781] [CE 4.825 (4.687)] [KD 5.705 (5.736)] 2024-10-12 04:04:32,598 - Train: 17.51% [219000/1251000] [175.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002781] [CE 4.685 (4.735)] [KD 6.101 (5.806)] 2024-10-12 04:04:38,718 - Train: 17.51% [219050/1251000] [175.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002781] [CE 4.504 (4.750)] [KD 5.869 (5.824)] 2024-10-12 04:04:44,488 - Train: 17.51% [219100/1251000] [175.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002781] [CE 4.829 (4.800)] [KD 5.648 (5.788)] 2024-10-12 04:04:50,573 - Train: 17.52% [219150/1251000] [175.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002781] [CE 4.626 (4.770)] [KD 5.952 (5.844)] 2024-10-12 04:04:56,319 - Train: 17.52% [219200/1251000] [175.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002781] [CE 4.424 (4.759)] [KD 5.798 (5.866)] 2024-10-12 04:05:02,330 - Train: 17.53% [219250/1251000] [175.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002781] [CE 4.858 (4.762)] [KD 5.594 (5.834)] 2024-10-12 04:05:08,238 - Train: 17.53% [219300/1251000] [175.3/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002780] [CE 4.903 (4.729)] [KD 5.905 (5.826)] 2024-10-12 04:05:14,204 - Train: 17.53% [219350/1251000] [175.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002780] [CE 4.837 (4.775)] [KD 5.771 (5.831)] 2024-10-12 04:05:20,193 - Train: 17.54% [219400/1251000] [175.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002780] [CE 5.103 (4.721)] [KD 6.049 (5.762)] 2024-10-12 04:05:26,023 - Train: 17.54% [219450/1251000] [175.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002780] [CE 4.628 (4.565)] [KD 5.923 (5.776)] 2024-10-12 04:05:31,798 - Train: 17.55% [219500/1251000] [175.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002780] [CE 4.787 (4.738)] [KD 5.715 (5.837)] 2024-10-12 04:05:37,684 - Train: 17.55% [219550/1251000] [175.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002780] [CE 4.372 (4.741)] [KD 5.619 (5.810)] 2024-10-12 04:05:43,494 - Train: 17.55% [219600/1251000] [175.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002780] [CE 5.131 (4.726)] [KD 6.040 (5.881)] 2024-10-12 04:05:49,145 - Train: 17.56% [219650/1251000] [175.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.002780] [CE 4.702 (4.774)] [KD 5.685 (5.900)] 2024-10-12 04:05:54,990 - Train: 17.56% [219700/1251000] [175.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002780] [CE 4.503 (4.803)] [KD 5.697 (5.834)] 2024-10-12 04:06:00,844 - Train: 17.57% [219750/1251000] [175.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002780] [CE 4.765 (4.774)] [KD 6.110 (5.873)] 2024-10-12 04:06:06,829 - Train: 17.57% [219800/1251000] [175.7/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002779] [CE 4.937 (4.740)] [KD 5.932 (5.828)] 2024-10-12 04:06:12,743 - Train: 17.57% [219850/1251000] [175.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002779] [CE 5.046 (4.783)] [KD 6.051 (5.829)] 2024-10-12 04:06:18,595 - Train: 17.58% [219900/1251000] [175.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002779] [CE 4.824 (4.719)] [KD 6.003 (5.883)] 2024-10-12 04:06:24,329 - Train: 17.58% [219950/1251000] [175.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002779] [CE 4.659 (4.766)] [KD 5.802 (5.867)] 2024-10-12 04:06:30,317 - Train: 17.59% [220000/1251000] [175.9/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002779] [CE 4.733 (4.708)] [KD 5.785 (5.824)] 2024-10-12 04:06:36,106 - Train: 17.59% [220050/1251000] [175.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002779] [CE 4.766 (4.797)] [KD 5.843 (5.847)] 2024-10-12 04:06:42,030 - Train: 17.59% [220100/1251000] [175.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002779] [CE 4.334 (4.710)] [KD 5.582 (5.806)] 2024-10-12 04:06:47,726 - Train: 17.60% [220150/1251000] [176.0/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002779] [CE 5.333 (4.694)] [KD 5.746 (5.716)] 2024-10-12 04:06:50,876 - ==> Total time: 7:29:03 Eta: 1 day, 11:02:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:06:55,377 - Train: 17.60% [220200/1251000] [176.0/1000.0] [batch_t 0.113 (0.135)] [data_t 0.002] [optim_t 0.111] [lr 0.002779] [CE 4.679 (4.613)] [KD 5.624 (5.654)] 2024-10-12 04:07:01,251 - Train: 17.61% [220250/1251000] [176.1/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.120] [lr 0.002779] [CE 4.822 (4.797)] [KD 5.473 (5.863)] 2024-10-12 04:07:07,171 - Train: 17.61% [220300/1251000] [176.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002778] [CE 5.111 (4.681)] [KD 5.991 (5.805)] 2024-10-12 04:07:13,061 - Train: 17.61% [220350/1251000] [176.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002778] [CE 5.011 (4.784)] [KD 5.784 (5.894)] 2024-10-12 04:07:18,975 - Train: 17.62% [220400/1251000] [176.2/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.120] [lr 0.002778] [CE 4.286 (4.715)] [KD 5.548 (5.764)] 2024-10-12 04:07:24,999 - Train: 17.62% [220450/1251000] [176.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002778] [CE 4.887 (4.771)] [KD 5.930 (5.788)] 2024-10-12 04:07:31,053 - Train: 17.63% [220500/1251000] [176.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002778] [CE 4.786 (4.690)] [KD 5.814 (5.697)] 2024-10-12 04:07:37,100 - Train: 17.63% [220550/1251000] [176.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002778] [CE 4.338 (4.746)] [KD 5.314 (5.750)] 2024-10-12 04:07:43,082 - Train: 17.63% [220600/1251000] [176.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002778] [CE 5.005 (4.709)] [KD 6.251 (5.803)] 2024-10-12 04:07:48,972 - Train: 17.64% [220650/1251000] [176.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002778] [CE 4.585 (4.715)] [KD 5.814 (5.728)] 2024-10-12 04:07:54,746 - Train: 17.64% [220700/1251000] [176.4/1000.0] [batch_t 0.118 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002778] [CE 4.684 (4.724)] [KD 5.730 (5.748)] 2024-10-12 04:08:00,739 - Train: 17.65% [220750/1251000] [176.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002778] [CE 4.883 (4.759)] [KD 5.800 (5.787)] 2024-10-12 04:08:06,656 - Train: 17.65% [220800/1251000] [176.5/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002778] [CE 4.766 (4.657)] [KD 5.723 (5.756)] 2024-10-12 04:08:12,558 - Train: 17.65% [220850/1251000] [176.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002777] [CE 4.666 (4.782)] [KD 5.437 (5.783)] 2024-10-12 04:08:18,502 - Train: 17.66% [220900/1251000] [176.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002777] [CE 4.935 (4.784)] [KD 6.175 (5.868)] 2024-10-12 04:08:24,611 - Train: 17.66% [220950/1251000] [176.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002777] [CE 4.381 (4.729)] [KD 5.710 (5.797)] 2024-10-12 04:08:30,389 - Train: 17.67% [221000/1251000] [176.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002777] [CE 4.509 (4.697)] [KD 5.602 (5.705)] 2024-10-12 04:08:36,574 - Train: 17.67% [221050/1251000] [176.7/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002777] [CE 4.399 (4.679)] [KD 5.571 (5.750)] 2024-10-12 04:08:42,444 - Train: 17.67% [221100/1251000] [176.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002777] [CE 4.520 (4.716)] [KD 5.563 (5.773)] 2024-10-12 04:08:48,174 - Train: 17.68% [221150/1251000] [176.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002777] [CE 5.281 (4.715)] [KD 6.178 (5.761)] 2024-10-12 04:08:53,988 - Train: 17.68% [221200/1251000] [176.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002777] [CE 4.832 (4.734)] [KD 5.660 (5.779)] 2024-10-12 04:08:59,838 - Train: 17.69% [221250/1251000] [176.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002777] [CE 4.393 (4.803)] [KD 5.472 (5.826)] 2024-10-12 04:09:05,811 - Train: 17.69% [221300/1251000] [176.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002777] [CE 4.520 (4.711)] [KD 5.690 (5.810)] 2024-10-12 04:09:11,678 - Train: 17.69% [221350/1251000] [176.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002776] [CE 4.378 (4.760)] [KD 5.606 (5.738)] 2024-10-12 04:09:17,637 - Train: 17.70% [221400/1251000] [177.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002776] [CE 5.058 (4.731)] [KD 6.074 (5.813)] 2024-10-12 04:09:20,670 - ==> Total time: 7:31:33 Eta: 1 day, 10:59:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:09:24,961 - Train: 17.70% [221450/1251000] [177.0/1000.0] [batch_t 0.120 (0.141)] [data_t 0.002] [optim_t 0.117] [lr 0.002776] [CE 4.471 (4.759)] [KD 5.785 (5.772)] 2024-10-12 04:09:31,109 - Train: 17.71% [221500/1251000] [177.1/1000.0] [batch_t 0.122 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002776] [CE 4.841 (4.686)] [KD 5.528 (5.797)] 2024-10-12 04:09:36,924 - Train: 17.71% [221550/1251000] [177.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002776] [CE 4.770 (4.696)] [KD 5.851 (5.758)] 2024-10-12 04:09:42,676 - Train: 17.71% [221600/1251000] [177.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002776] [CE 4.752 (4.707)] [KD 5.717 (5.722)] 2024-10-12 04:09:48,492 - Train: 17.72% [221650/1251000] [177.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002776] [CE 4.203 (4.737)] [KD 5.564 (5.778)] 2024-10-12 04:09:54,451 - Train: 17.72% [221700/1251000] [177.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002776] [CE 4.455 (4.792)] [KD 5.443 (5.833)] 2024-10-12 04:10:00,521 - Train: 17.73% [221750/1251000] [177.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002776] [CE 5.024 (4.875)] [KD 6.048 (5.916)] 2024-10-12 04:10:06,288 - Train: 17.73% [221800/1251000] [177.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002776] [CE 4.082 (4.717)] [KD 5.332 (5.752)] 2024-10-12 04:10:12,046 - Train: 17.73% [221850/1251000] [177.3/1000.0] [batch_t 0.122 (0.115)] [data_t 0.002] [optim_t 0.119] [lr 0.002775] [CE 4.616 (4.679)] [KD 5.744 (5.736)] 2024-10-12 04:10:17,865 - Train: 17.74% [221900/1251000] [177.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002775] [CE 4.808 (4.735)] [KD 5.621 (5.781)] 2024-10-12 04:10:23,825 - Train: 17.74% [221950/1251000] [177.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002775] [CE 5.131 (4.697)] [KD 5.799 (5.680)] 2024-10-12 04:10:29,663 - Train: 17.75% [222000/1251000] [177.5/1000.0] [batch_t 0.250 (0.117)] [data_t 0.002] [optim_t 0.247] [lr 0.002775] [CE 4.173 (4.738)] [KD 5.633 (5.773)] 2024-10-12 04:10:35,378 - Train: 17.75% [222050/1251000] [177.5/1000.0] [batch_t 0.118 (0.114)] [data_t 0.002] [optim_t 0.115] [lr 0.002775] [CE 4.705 (4.748)] [KD 5.543 (5.795)] 2024-10-12 04:10:41,404 - Train: 17.75% [222100/1251000] [177.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002775] [CE 4.921 (4.669)] [KD 5.708 (5.656)] 2024-10-12 04:10:47,241 - Train: 17.76% [222150/1251000] [177.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002775] [CE 5.073 (4.751)] [KD 5.891 (5.762)] 2024-10-12 04:10:53,146 - Train: 17.76% [222200/1251000] [177.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002775] [CE 4.435 (4.709)] [KD 5.350 (5.762)] 2024-10-12 04:10:59,046 - Train: 17.77% [222250/1251000] [177.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002775] [CE 4.726 (4.710)] [KD 6.064 (5.774)] 2024-10-12 04:11:04,900 - Train: 17.77% [222300/1251000] [177.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002775] [CE 4.889 (4.752)] [KD 5.853 (5.882)] 2024-10-12 04:11:10,757 - Train: 17.77% [222350/1251000] [177.7/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002774] [CE 4.393 (4.683)] [KD 6.147 (5.862)] 2024-10-12 04:11:16,490 - Train: 17.78% [222400/1251000] [177.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002774] [CE 4.135 (4.743)] [KD 5.461 (5.796)] 2024-10-12 04:11:22,362 - Train: 17.78% [222450/1251000] [177.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002774] [CE 4.464 (4.744)] [KD 5.685 (5.818)] 2024-10-12 04:11:28,324 - Train: 17.79% [222500/1251000] [177.9/1000.0] [batch_t 0.244 (0.119)] [data_t 0.003] [optim_t 0.242] [lr 0.002774] [CE 4.736 (4.747)] [KD 5.663 (5.777)] 2024-10-12 04:11:34,182 - Train: 17.79% [222550/1251000] [177.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002774] [CE 4.704 (4.685)] [KD 5.734 (5.737)] 2024-10-12 04:11:40,219 - Train: 17.79% [222600/1251000] [177.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002774] [CE 5.041 (4.661)] [KD 6.023 (5.720)] 2024-10-12 04:11:45,951 - Train: 17.80% [222650/1251000] [178.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002774] [CE 4.563 (4.697)] [KD 5.585 (5.751)] 2024-10-12 04:11:49,108 - ==> Total time: 7:34:01 Eta: 1 day, 10:56:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:11:53,413 - Train: 17.80% [222700/1251000] [178.0/1000.0] [batch_t 0.113 (0.144)] [data_t 0.003] [optim_t 0.111] [lr 0.002774] [CE 4.242 (4.725)] [KD 5.559 (5.961)] 2024-10-12 04:11:59,139 - Train: 17.81% [222750/1251000] [178.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002774] [CE 4.945 (4.726)] [KD 5.648 (5.834)] 2024-10-12 04:12:05,336 - Train: 17.81% [222800/1251000] [178.1/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002774] [CE 4.479 (4.707)] [KD 5.613 (5.721)] 2024-10-12 04:12:11,159 - Train: 17.81% [222850/1251000] [178.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002773] [CE 4.527 (4.720)] [KD 5.739 (5.734)] 2024-10-12 04:12:16,985 - Train: 17.82% [222900/1251000] [178.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002773] [CE 4.790 (4.756)] [KD 5.659 (5.733)] 2024-10-12 04:12:22,846 - Train: 17.82% [222950/1251000] [178.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002773] [CE 4.679 (4.727)] [KD 5.547 (5.762)] 2024-10-12 04:12:28,788 - Train: 17.83% [223000/1251000] [178.3/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002773] [CE 4.517 (4.724)] [KD 5.853 (5.766)] 2024-10-12 04:12:34,779 - Train: 17.83% [223050/1251000] [178.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002773] [CE 4.759 (4.779)] [KD 5.855 (5.816)] 2024-10-12 04:12:40,756 - Train: 17.83% [223100/1251000] [178.3/1000.0] [batch_t 0.111 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.002773] [CE 4.781 (4.760)] [KD 5.811 (5.841)] 2024-10-12 04:12:46,431 - Train: 17.84% [223150/1251000] [178.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002773] [CE 5.156 (4.726)] [KD 5.993 (5.821)] 2024-10-12 04:12:52,301 - Train: 17.84% [223200/1251000] [178.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002773] [CE 5.143 (4.743)] [KD 5.638 (5.793)] 2024-10-12 04:12:58,098 - Train: 17.85% [223250/1251000] [178.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002773] [CE 5.238 (4.748)] [KD 5.949 (5.839)] 2024-10-12 04:13:03,985 - Train: 17.85% [223300/1251000] [178.5/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002773] [CE 4.977 (4.707)] [KD 5.584 (5.820)] 2024-10-12 04:13:09,786 - Train: 17.85% [223350/1251000] [178.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002772] [CE 4.631 (4.773)] [KD 5.846 (5.811)] 2024-10-12 04:13:15,717 - Train: 17.86% [223400/1251000] [178.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002772] [CE 4.572 (4.753)] [KD 5.846 (5.817)] 2024-10-12 04:13:21,571 - Train: 17.86% [223450/1251000] [178.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002772] [CE 4.627 (4.677)] [KD 5.772 (5.803)] 2024-10-12 04:13:27,255 - Train: 17.87% [223500/1251000] [178.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002772] [CE 4.561 (4.848)] [KD 5.539 (5.844)] 2024-10-12 04:13:33,069 - Train: 17.87% [223550/1251000] [178.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002772] [CE 4.825 (4.726)] [KD 5.903 (5.746)] 2024-10-12 04:13:38,785 - Train: 17.87% [223600/1251000] [178.7/1000.0] [batch_t 0.119 (0.114)] [data_t 0.003] [optim_t 0.116] [lr 0.002772] [CE 4.710 (4.727)] [KD 5.673 (5.811)] 2024-10-12 04:13:44,859 - Train: 17.88% [223650/1251000] [178.8/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002772] [CE 4.395 (4.836)] [KD 5.442 (5.826)] 2024-10-12 04:13:50,703 - Train: 17.88% [223700/1251000] [178.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002772] [CE 4.722 (4.658)] [KD 5.452 (5.871)] 2024-10-12 04:13:56,588 - Train: 17.89% [223750/1251000] [178.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002772] [CE 4.727 (4.698)] [KD 5.805 (5.706)] 2024-10-12 04:14:02,519 - Train: 17.89% [223800/1251000] [178.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002772] [CE 4.165 (4.723)] [KD 5.552 (5.808)] 2024-10-12 04:14:08,491 - Train: 17.89% [223850/1251000] [178.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002771] [CE 4.112 (4.725)] [KD 5.217 (5.823)] 2024-10-12 04:14:14,452 - Train: 17.90% [223900/1251000] [179.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002771] [CE 4.377 (4.729)] [KD 5.532 (5.817)] 2024-10-12 04:14:17,837 - ==> Total time: 7:36:30 Eta: 1 day, 10:53:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:14:21,987 - Train: 17.90% [223950/1251000] [179.0/1000.0] [batch_t 0.115 (0.145)] [data_t 0.003] [optim_t 0.112] [lr 0.002771] [CE 4.231 (4.700)] [KD 5.176 (5.676)] 2024-10-12 04:14:27,814 - Train: 17.91% [224000/1251000] [179.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002771] [CE 4.694 (4.746)] [KD 6.061 (5.768)] 2024-10-12 04:14:34,037 - Train: 17.91% [224050/1251000] [179.1/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002771] [CE 4.368 (4.702)] [KD 5.758 (5.817)] 2024-10-12 04:14:39,839 - Train: 17.91% [224100/1251000] [179.1/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002771] [CE 5.041 (4.760)] [KD 5.783 (5.790)] 2024-10-12 04:14:45,896 - Train: 17.92% [224150/1251000] [179.2/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002771] [CE 4.901 (4.821)] [KD 5.896 (5.823)] 2024-10-12 04:14:52,173 - Train: 17.92% [224200/1251000] [179.2/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002771] [CE 4.784 (4.720)] [KD 5.551 (5.774)] 2024-10-12 04:14:58,159 - Train: 17.93% [224250/1251000] [179.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002771] [CE 4.436 (4.726)] [KD 5.791 (5.825)] 2024-10-12 04:15:04,187 - Train: 17.93% [224300/1251000] [179.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002771] [CE 4.698 (4.771)] [KD 5.701 (5.849)] 2024-10-12 04:15:09,974 - Train: 17.93% [224350/1251000] [179.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002770] [CE 4.677 (4.749)] [KD 5.798 (5.789)] 2024-10-12 04:15:15,869 - Train: 17.94% [224400/1251000] [179.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002770] [CE 4.578 (4.722)] [KD 5.800 (5.673)] 2024-10-12 04:15:22,116 - Train: 17.94% [224450/1251000] [179.4/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.111] [lr 0.002770] [CE 4.414 (4.722)] [KD 5.669 (5.760)] 2024-10-12 04:15:28,041 - Train: 17.95% [224500/1251000] [179.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002770] [CE 4.895 (4.878)] [KD 5.765 (5.931)] 2024-10-12 04:15:33,907 - Train: 17.95% [224550/1251000] [179.5/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002770] [CE 4.550 (4.750)] [KD 5.860 (5.830)] 2024-10-12 04:15:39,933 - Train: 17.95% [224600/1251000] [179.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002770] [CE 4.308 (4.737)] [KD 5.837 (5.845)] 2024-10-12 04:15:45,888 - Train: 17.96% [224650/1251000] [179.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002770] [CE 4.140 (4.678)] [KD 5.621 (5.741)] 2024-10-12 04:15:51,665 - Train: 17.96% [224700/1251000] [179.6/1000.0] [batch_t 0.119 (0.115)] [data_t 0.003] [optim_t 0.117] [lr 0.002770] [CE 4.739 (4.835)] [KD 5.735 (5.894)] 2024-10-12 04:15:58,167 - Train: 17.97% [224750/1251000] [179.7/1000.0] [batch_t 0.113 (0.130)] [data_t 0.002] [optim_t 0.111] [lr 0.002770] [CE 4.137 (4.740)] [KD 5.856 (5.779)] 2024-10-12 04:16:04,195 - Train: 17.97% [224800/1251000] [179.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002770] [CE 4.246 (4.677)] [KD 5.658 (5.778)] 2024-10-12 04:16:09,996 - Train: 17.97% [224850/1251000] [179.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002769] [CE 4.617 (4.719)] [KD 5.894 (5.882)] 2024-10-12 04:16:15,777 - Train: 17.98% [224900/1251000] [179.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002769] [CE 4.211 (4.736)] [KD 5.655 (5.800)] 2024-10-12 04:16:21,545 - Train: 17.98% [224950/1251000] [179.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002769] [CE 4.591 (4.795)] [KD 6.036 (5.760)] 2024-10-12 04:16:27,471 - Train: 17.99% [225000/1251000] [179.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002769] [CE 4.535 (4.734)] [KD 5.763 (5.874)] 2024-10-12 04:16:33,684 - Train: 17.99% [225050/1251000] [179.9/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002769] [CE 4.762 (4.740)] [KD 5.585 (5.812)] 2024-10-12 04:16:39,704 - Train: 17.99% [225100/1251000] [179.9/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002769] [CE 4.978 (4.774)] [KD 6.250 (5.740)] 2024-10-12 04:16:45,700 - Train: 18.00% [225150/1251000] [180.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002769] [CE 4.374 (4.727)] [KD 5.590 (5.842)] 2024-10-12 04:16:54,040 - Test (net): 100.00% [50/50] [batch_t 0.109 (0.094)] [top1_cnt 30946] [top5_cnt 42276] [top_all 50000] 2024-10-12 04:16:54,041 - net: 61.892 (84.552) 2024-10-12 04:16:58,990 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35295] [top5_cnt 44885] [top_all 50000] 2024-10-12 04:16:58,991 - net_E: 70.590 (89.770) 2024-10-12 04:16:59,120 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.590 (epoch: 180)] 2024-10-12 04:16:59,121 - ==> Total time: 7:39:11 Eta: 1 day, 10:51:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:17:08,927 - Train: 18.00% [225200/1251000] [180.0/1000.0] [batch_t 0.113 (0.130)] [data_t 0.002] [optim_t 0.110] [lr 0.002769] [CE 4.154 (4.670)] [KD 5.296 (5.721)] 2024-10-12 04:17:14,740 - Train: 18.01% [225250/1251000] [180.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002769] [CE 4.738 (4.764)] [KD 5.630 (5.705)] 2024-10-12 04:17:20,696 - Train: 18.01% [225300/1251000] [180.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002769] [CE 4.837 (4.747)] [KD 5.849 (5.747)] 2024-10-12 04:17:26,819 - Train: 18.01% [225350/1251000] [180.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002768] [CE 4.728 (4.749)] [KD 5.688 (5.727)] 2024-10-12 04:17:32,697 - Train: 18.02% [225400/1251000] [180.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002768] [CE 4.211 (4.681)] [KD 5.594 (5.787)] 2024-10-12 04:17:38,872 - Train: 18.02% [225450/1251000] [180.2/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002768] [CE 4.539 (4.762)] [KD 5.744 (5.839)] 2024-10-12 04:17:44,916 - Train: 18.03% [225500/1251000] [180.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002768] [CE 4.175 (4.781)] [KD 5.633 (5.737)] 2024-10-12 04:17:50,663 - Train: 18.03% [225550/1251000] [180.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002768] [CE 4.708 (4.732)] [KD 5.428 (5.698)] 2024-10-12 04:17:56,476 - Train: 18.03% [225600/1251000] [180.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002768] [CE 4.708 (4.680)] [KD 5.778 (5.707)] 2024-10-12 04:18:02,188 - Train: 18.04% [225650/1251000] [180.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002768] [CE 4.355 (4.743)] [KD 5.623 (5.842)] 2024-10-12 04:18:07,890 - Train: 18.04% [225700/1251000] [180.4/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002768] [CE 4.493 (4.685)] [KD 5.742 (5.778)] 2024-10-12 04:18:13,879 - Train: 18.05% [225750/1251000] [180.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002768] [CE 4.739 (4.816)] [KD 5.927 (5.961)] 2024-10-12 04:18:19,727 - Train: 18.05% [225800/1251000] [180.5/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002768] [CE 4.750 (4.716)] [KD 5.984 (5.772)] 2024-10-12 04:18:25,463 - Train: 18.05% [225850/1251000] [180.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002767] [CE 4.391 (4.628)] [KD 5.371 (5.819)] 2024-10-12 04:18:31,657 - Train: 18.06% [225900/1251000] [180.6/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002767] [CE 4.357 (4.729)] [KD 5.599 (5.836)] 2024-10-12 04:18:37,521 - Train: 18.06% [225950/1251000] [180.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002767] [CE 4.287 (4.787)] [KD 5.760 (5.811)] 2024-10-12 04:18:43,279 - Train: 18.07% [226000/1251000] [180.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002767] [CE 4.788 (4.739)] [KD 6.015 (5.791)] 2024-10-12 04:18:49,118 - Train: 18.07% [226050/1251000] [180.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002767] [CE 4.135 (4.703)] [KD 5.780 (5.829)] 2024-10-12 04:18:54,760 - Train: 18.07% [226100/1251000] [180.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.002767] [CE 4.695 (4.705)] [KD 5.707 (5.716)] 2024-10-12 04:19:00,598 - Train: 18.08% [226150/1251000] [180.8/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002767] [CE 4.449 (4.687)] [KD 5.616 (5.770)] 2024-10-12 04:19:06,680 - Train: 18.08% [226200/1251000] [180.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002767] [CE 4.762 (4.780)] [KD 5.917 (5.810)] 2024-10-12 04:19:12,362 - Train: 18.09% [226250/1251000] [180.9/1000.0] [batch_t 0.121 (0.114)] [data_t 0.003] [optim_t 0.118] [lr 0.002767] [CE 4.830 (4.691)] [KD 5.929 (5.812)] 2024-10-12 04:19:18,437 - Train: 18.09% [226300/1251000] [180.9/1000.0] [batch_t 0.111 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002767] [CE 4.826 (4.795)] [KD 5.930 (5.834)] 2024-10-12 04:19:24,282 - Train: 18.09% [226350/1251000] [180.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002766] [CE 4.460 (4.734)] [KD 5.548 (5.846)] 2024-10-12 04:19:29,979 - Train: 18.10% [226400/1251000] [181.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002766] [CE 5.242 (4.785)] [KD 6.177 (5.815)] 2024-10-12 04:19:33,589 - ==> Total time: 7:41:46 Eta: 1 day, 10:49:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:19:37,673 - Train: 18.10% [226450/1251000] [181.0/1000.0] [batch_t 0.122 (0.148)] [data_t 0.003] [optim_t 0.119] [lr 0.002766] [CE 4.846 (4.827)] [KD 5.802 (5.785)] 2024-10-12 04:19:43,513 - Train: 18.11% [226500/1251000] [181.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002766] [CE 4.832 (4.744)] [KD 5.954 (5.799)] 2024-10-12 04:19:49,245 - Train: 18.11% [226550/1251000] [181.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002766] [CE 4.562 (4.683)] [KD 5.803 (5.788)] 2024-10-12 04:19:55,149 - Train: 18.11% [226600/1251000] [181.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002766] [CE 5.066 (4.694)] [KD 5.992 (5.778)] 2024-10-12 04:20:01,265 - Train: 18.12% [226650/1251000] [181.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002766] [CE 4.341 (4.794)] [KD 5.216 (5.861)] 2024-10-12 04:20:07,096 - Train: 18.12% [226700/1251000] [181.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002766] [CE 4.585 (4.752)] [KD 5.802 (5.829)] 2024-10-12 04:20:12,983 - Train: 18.13% [226750/1251000] [181.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002766] [CE 4.648 (4.734)] [KD 5.562 (5.799)] 2024-10-12 04:20:18,663 - Train: 18.13% [226800/1251000] [181.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002766] [CE 4.542 (4.697)] [KD 5.820 (5.827)] 2024-10-12 04:20:24,503 - Train: 18.13% [226850/1251000] [181.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002765] [CE 4.735 (4.778)] [KD 6.014 (5.852)] 2024-10-12 04:20:30,343 - Train: 18.14% [226900/1251000] [181.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002765] [CE 4.762 (4.759)] [KD 5.685 (5.783)] 2024-10-12 04:20:36,147 - Train: 18.14% [226950/1251000] [181.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002765] [CE 4.157 (4.742)] [KD 5.529 (5.766)] 2024-10-12 04:20:41,948 - Train: 18.15% [227000/1251000] [181.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002765] [CE 5.306 (4.778)] [KD 5.864 (5.755)] 2024-10-12 04:20:47,880 - Train: 18.15% [227050/1251000] [181.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002765] [CE 4.695 (4.775)] [KD 5.808 (5.792)] 2024-10-12 04:20:53,762 - Train: 18.15% [227100/1251000] [181.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002765] [CE 4.978 (4.662)] [KD 5.984 (5.761)] 2024-10-12 04:20:59,649 - Train: 18.16% [227150/1251000] [181.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002765] [CE 4.809 (4.713)] [KD 5.776 (5.765)] 2024-10-12 04:21:05,542 - Train: 18.16% [227200/1251000] [181.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002765] [CE 4.483 (4.648)] [KD 5.564 (5.691)] 2024-10-12 04:21:11,292 - Train: 18.17% [227250/1251000] [181.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002765] [CE 4.707 (4.714)] [KD 5.688 (5.764)] 2024-10-12 04:21:17,383 - Train: 18.17% [227300/1251000] [181.7/1000.0] [batch_t 0.252 (0.122)] [data_t 0.003] [optim_t 0.249] [lr 0.002765] [CE 4.147 (4.775)] [KD 5.563 (5.833)] 2024-10-12 04:21:23,120 - Train: 18.17% [227350/1251000] [181.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002764] [CE 4.604 (4.731)] [KD 5.711 (5.783)] 2024-10-12 04:21:28,884 - Train: 18.18% [227400/1251000] [181.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002764] [CE 4.607 (4.740)] [KD 5.811 (5.763)] 2024-10-12 04:21:34,711 - Train: 18.18% [227450/1251000] [181.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002764] [CE 5.209 (4.712)] [KD 5.789 (5.677)] 2024-10-12 04:21:40,720 - Train: 18.19% [227500/1251000] [181.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002764] [CE 4.537 (4.702)] [KD 5.698 (5.795)] 2024-10-12 04:21:46,517 - Train: 18.19% [227550/1251000] [181.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002764] [CE 4.560 (4.710)] [KD 5.825 (5.858)] 2024-10-12 04:21:52,616 - Train: 18.19% [227600/1251000] [181.9/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.002764] [CE 4.921 (4.755)] [KD 6.011 (5.875)] 2024-10-12 04:21:58,276 - Train: 18.20% [227650/1251000] [182.0/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.002764] [CE 5.096 (4.728)] [KD 5.953 (5.773)] 2024-10-12 04:22:01,858 - ==> Total time: 7:44:14 Eta: 1 day, 10:46:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:22:07,520 - Train: 18.20% [227700/1251000] [182.0/1000.0] [batch_t 0.112 (0.136)] [data_t 0.003] [optim_t 0.109] [lr 0.002764] [CE 4.455 (4.597)] [KD 5.726 (5.704)] 2024-10-12 04:22:13,187 - Train: 18.21% [227750/1251000] [182.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002764] [CE 4.876 (4.739)] [KD 5.922 (5.727)] 2024-10-12 04:22:19,063 - Train: 18.21% [227800/1251000] [182.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002764] [CE 4.838 (4.682)] [KD 5.774 (5.682)] 2024-10-12 04:22:25,159 - Train: 18.21% [227850/1251000] [182.1/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.002763] [CE 4.589 (4.673)] [KD 5.680 (5.632)] 2024-10-12 04:22:30,843 - Train: 18.22% [227900/1251000] [182.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002763] [CE 4.368 (4.794)] [KD 5.510 (5.819)] 2024-10-12 04:22:36,853 - Train: 18.22% [227950/1251000] [182.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002763] [CE 4.602 (4.706)] [KD 5.868 (5.749)] 2024-10-12 04:22:42,727 - Train: 18.23% [228000/1251000] [182.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002763] [CE 4.768 (4.743)] [KD 5.733 (5.739)] 2024-10-12 04:22:48,473 - Train: 18.23% [228050/1251000] [182.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002763] [CE 4.464 (4.728)] [KD 5.675 (5.832)] 2024-10-12 04:22:54,378 - Train: 18.23% [228100/1251000] [182.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002763] [CE 4.686 (4.756)] [KD 5.940 (5.840)] 2024-10-12 04:23:00,377 - Train: 18.24% [228150/1251000] [182.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002763] [CE 3.981 (4.744)] [KD 5.628 (5.787)] 2024-10-12 04:23:06,164 - Train: 18.24% [228200/1251000] [182.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002763] [CE 5.089 (4.741)] [KD 6.372 (5.843)] 2024-10-12 04:23:12,059 - Train: 18.25% [228250/1251000] [182.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002763] [CE 4.895 (4.774)] [KD 5.503 (5.966)] 2024-10-12 04:23:18,063 - Train: 18.25% [228300/1251000] [182.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002763] [CE 4.840 (4.733)] [KD 5.998 (5.875)] 2024-10-12 04:23:23,979 - Train: 18.25% [228350/1251000] [182.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002762] [CE 4.820 (4.764)] [KD 5.918 (5.785)] 2024-10-12 04:23:29,920 - Train: 18.26% [228400/1251000] [182.6/1000.0] [batch_t 0.226 (0.119)] [data_t 0.002] [optim_t 0.223] [lr 0.002762] [CE 4.484 (4.774)] [KD 5.898 (5.895)] 2024-10-12 04:23:35,740 - Train: 18.26% [228450/1251000] [182.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002762] [CE 4.867 (4.744)] [KD 6.048 (5.841)] 2024-10-12 04:23:41,433 - Train: 18.27% [228500/1251000] [182.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002762] [CE 4.685 (4.750)] [KD 5.715 (5.723)] 2024-10-12 04:23:47,312 - Train: 18.27% [228550/1251000] [182.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002762] [CE 4.810 (4.743)] [KD 5.707 (5.805)] 2024-10-12 04:23:53,056 - Train: 18.27% [228600/1251000] [182.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002762] [CE 4.884 (4.667)] [KD 5.904 (5.768)] 2024-10-12 04:23:58,915 - Train: 18.28% [228650/1251000] [182.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002762] [CE 4.895 (4.820)] [KD 6.065 (5.904)] 2024-10-12 04:24:05,136 - Train: 18.28% [228700/1251000] [182.8/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002762] [CE 4.739 (4.708)] [KD 5.710 (5.874)] 2024-10-12 04:24:10,856 - Train: 18.29% [228750/1251000] [182.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002762] [CE 4.868 (4.762)] [KD 5.905 (5.827)] 2024-10-12 04:24:16,747 - Train: 18.29% [228800/1251000] [182.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002762] [CE 4.513 (4.739)] [KD 5.637 (5.812)] 2024-10-12 04:24:22,661 - Train: 18.29% [228850/1251000] [182.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002761] [CE 5.018 (4.690)] [KD 6.384 (5.713)] 2024-10-12 04:24:28,445 - Train: 18.30% [228900/1251000] [183.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002761] [CE 4.395 (4.737)] [KD 5.403 (5.769)] 2024-10-12 04:24:32,311 - ==> Total time: 7:46:44 Eta: 1 day, 10:43:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:24:36,391 - Train: 18.30% [228950/1251000] [183.0/1000.0] [batch_t 0.112 (0.156)] [data_t 0.003] [optim_t 0.109] [lr 0.002761] [CE 5.151 (4.828)] [KD 5.995 (5.828)] 2024-10-12 04:24:42,088 - Train: 18.31% [229000/1251000] [183.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002761] [CE 4.755 (4.799)] [KD 5.649 (5.809)] 2024-10-12 04:24:47,941 - Train: 18.31% [229050/1251000] [183.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002761] [CE 5.493 (4.772)] [KD 6.004 (5.818)] 2024-10-12 04:24:53,950 - Train: 18.31% [229100/1251000] [183.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002761] [CE 4.792 (4.760)] [KD 5.820 (5.735)] 2024-10-12 04:24:59,701 - Train: 18.32% [229150/1251000] [183.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002761] [CE 5.033 (4.729)] [KD 5.806 (5.805)] 2024-10-12 04:25:05,455 - Train: 18.32% [229200/1251000] [183.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002761] [CE 4.751 (4.748)] [KD 5.879 (5.771)] 2024-10-12 04:25:11,478 - Train: 18.33% [229250/1251000] [183.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002761] [CE 4.751 (4.703)] [KD 6.085 (5.780)] 2024-10-12 04:25:17,292 - Train: 18.33% [229300/1251000] [183.3/1000.0] [batch_t 0.121 (0.116)] [data_t 0.002] [optim_t 0.119] [lr 0.002761] [CE 5.147 (4.710)] [KD 5.782 (5.787)] 2024-10-12 04:25:23,464 - Train: 18.33% [229350/1251000] [183.3/1000.0] [batch_t 0.111 (0.123)] [data_t 0.003] [optim_t 0.109] [lr 0.002760] [CE 4.696 (4.728)] [KD 5.620 (5.782)] 2024-10-12 04:25:29,570 - Train: 18.34% [229400/1251000] [183.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002760] [CE 4.288 (4.736)] [KD 6.107 (5.777)] 2024-10-12 04:25:35,297 - Train: 18.34% [229450/1251000] [183.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002760] [CE 4.852 (4.753)] [KD 5.673 (5.833)] 2024-10-12 04:25:41,037 - Train: 18.35% [229500/1251000] [183.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002760] [CE 4.950 (4.754)] [KD 6.287 (5.779)] 2024-10-12 04:25:46,950 - Train: 18.35% [229550/1251000] [183.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002760] [CE 4.288 (4.741)] [KD 5.546 (5.750)] 2024-10-12 04:25:52,767 - Train: 18.35% [229600/1251000] [183.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002760] [CE 4.946 (4.757)] [KD 5.377 (5.715)] 2024-10-12 04:25:58,737 - Train: 18.36% [229650/1251000] [183.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002760] [CE 4.730 (4.740)] [KD 5.771 (5.730)] 2024-10-12 04:26:04,699 - Train: 18.36% [229700/1251000] [183.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002760] [CE 4.532 (4.762)] [KD 5.780 (5.747)] 2024-10-12 04:26:10,424 - Train: 18.37% [229750/1251000] [183.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002760] [CE 4.801 (4.757)] [KD 5.841 (5.774)] 2024-10-12 04:26:16,633 - Train: 18.37% [229800/1251000] [183.7/1000.0] [batch_t 0.236 (0.124)] [data_t 0.002] [optim_t 0.234] [lr 0.002760] [CE 4.525 (4.791)] [KD 6.083 (5.824)] 2024-10-12 04:26:22,324 - Train: 18.37% [229850/1251000] [183.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002759] [CE 4.669 (4.681)] [KD 5.798 (5.730)] 2024-10-12 04:26:28,182 - Train: 18.38% [229900/1251000] [183.8/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002759] [CE 4.869 (4.736)] [KD 6.027 (5.724)] 2024-10-12 04:26:34,091 - Train: 18.38% [229950/1251000] [183.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002759] [CE 4.195 (4.733)] [KD 5.476 (5.704)] 2024-10-12 04:26:39,838 - Train: 18.39% [230000/1251000] [183.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002759] [CE 5.060 (4.733)] [KD 5.989 (5.727)] 2024-10-12 04:26:45,615 - Train: 18.39% [230050/1251000] [183.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002759] [CE 4.536 (4.676)] [KD 5.570 (5.737)] 2024-10-12 04:26:51,900 - Train: 18.39% [230100/1251000] [183.9/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002759] [CE 4.482 (4.735)] [KD 5.451 (5.726)] 2024-10-12 04:26:57,716 - Train: 18.40% [230150/1251000] [184.0/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002759] [CE 4.390 (4.800)] [KD 5.747 (5.762)] 2024-10-12 04:27:01,672 - ==> Total time: 7:49:14 Eta: 1 day, 10:40:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:27:08,079 - Train: 18.40% [230200/1251000] [184.0/1000.0] [batch_t 0.117 (0.141)] [data_t 0.002] [optim_t 0.114] [lr 0.002759] [CE 4.829 (4.757)] [KD 5.791 (5.700)] 2024-10-12 04:27:14,087 - Train: 18.41% [230250/1251000] [184.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002759] [CE 4.318 (4.754)] [KD 5.542 (5.731)] 2024-10-12 04:27:19,812 - Train: 18.41% [230300/1251000] [184.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002758] [CE 4.371 (4.712)] [KD 5.562 (5.714)] 2024-10-12 04:27:25,599 - Train: 18.41% [230350/1251000] [184.1/1000.0] [batch_t 0.123 (0.116)] [data_t 0.003] [optim_t 0.120] [lr 0.002758] [CE 4.787 (4.665)] [KD 5.788 (5.648)] 2024-10-12 04:27:31,365 - Train: 18.42% [230400/1251000] [184.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002758] [CE 4.674 (4.735)] [KD 5.650 (5.708)] 2024-10-12 04:27:37,405 - Train: 18.42% [230450/1251000] [184.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002758] [CE 4.607 (4.659)] [KD 5.752 (5.700)] 2024-10-12 04:27:43,263 - Train: 18.43% [230500/1251000] [184.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002758] [CE 4.623 (4.778)] [KD 6.012 (5.719)] 2024-10-12 04:27:49,131 - Train: 18.43% [230550/1251000] [184.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002758] [CE 4.217 (4.751)] [KD 5.589 (5.849)] 2024-10-12 04:27:54,846 - Train: 18.43% [230600/1251000] [184.3/1000.0] [batch_t 0.119 (0.114)] [data_t 0.002] [optim_t 0.117] [lr 0.002758] [CE 4.210 (4.725)] [KD 5.759 (5.763)] 2024-10-12 04:28:00,830 - Train: 18.44% [230650/1251000] [184.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002758] [CE 4.877 (4.789)] [KD 5.907 (5.824)] 2024-10-12 04:28:06,988 - Train: 18.44% [230700/1251000] [184.4/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002758] [CE 4.849 (4.730)] [KD 5.700 (5.813)] 2024-10-12 04:28:12,981 - Train: 18.45% [230750/1251000] [184.5/1000.0] [batch_t 0.125 (0.120)] [data_t 0.003] [optim_t 0.122] [lr 0.002758] [CE 4.767 (4.753)] [KD 5.673 (5.807)] 2024-10-12 04:28:18,757 - Train: 18.45% [230800/1251000] [184.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002757] [CE 4.425 (4.735)] [KD 5.586 (5.775)] 2024-10-12 04:28:24,569 - Train: 18.45% [230850/1251000] [184.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002757] [CE 4.521 (4.765)] [KD 5.629 (5.755)] 2024-10-12 04:28:30,522 - Train: 18.46% [230900/1251000] [184.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002757] [CE 4.635 (4.735)] [KD 5.684 (5.774)] 2024-10-12 04:28:36,441 - Train: 18.46% [230950/1251000] [184.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002757] [CE 4.668 (4.789)] [KD 6.297 (5.874)] 2024-10-12 04:28:42,315 - Train: 18.47% [231000/1251000] [184.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002757] [CE 4.657 (4.742)] [KD 5.813 (5.786)] 2024-10-12 04:28:48,283 - Train: 18.47% [231050/1251000] [184.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002757] [CE 5.074 (4.792)] [KD 5.964 (5.856)] 2024-10-12 04:28:54,333 - Train: 18.47% [231100/1251000] [184.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002757] [CE 5.093 (4.718)] [KD 5.696 (5.781)] 2024-10-12 04:29:00,129 - Train: 18.48% [231150/1251000] [184.8/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002757] [CE 4.809 (4.650)] [KD 5.805 (5.656)] 2024-10-12 04:29:05,864 - Train: 18.48% [231200/1251000] [184.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002757] [CE 3.771 (4.742)] [KD 5.375 (5.777)] 2024-10-12 04:29:11,596 - Train: 18.49% [231250/1251000] [184.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002757] [CE 4.671 (4.701)] [KD 5.524 (5.767)] 2024-10-12 04:29:17,574 - Train: 18.49% [231300/1251000] [184.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002756] [CE 4.783 (4.714)] [KD 5.892 (5.722)] 2024-10-12 04:29:23,483 - Train: 18.49% [231350/1251000] [184.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002756] [CE 4.199 (4.787)] [KD 5.564 (5.839)] 2024-10-12 04:29:29,355 - Train: 18.50% [231400/1251000] [185.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002756] [CE 4.847 (4.692)] [KD 6.111 (5.691)] 2024-10-12 04:29:38,256 - Test (net): 100.00% [50/50] [batch_t 0.085 (0.094)] [top1_cnt 31369] [top5_cnt 42622] [top_all 50000] 2024-10-12 04:29:38,257 - net: 62.738 (85.244) 2024-10-12 04:29:43,193 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35262] [top5_cnt 44877] [top_all 50000] 2024-10-12 04:29:43,194 - net_E: 70.524 (89.754) 2024-10-12 04:29:43,320 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.590 (epoch: 180)] 2024-10-12 04:29:43,321 - ==> Total time: 7:51:55 Eta: 1 day, 10:39:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:29:46,670 - Train: 18.50% [231450/1251000] [185.0/1000.0] [batch_t 0.117 (0.153)] [data_t 0.002] [optim_t 0.114] [lr 0.002756] [CE 4.882 (4.728)] [KD 5.856 (5.725)] 2024-10-12 04:29:52,827 - Train: 18.51% [231500/1251000] [185.1/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002756] [CE 4.581 (4.724)] [KD 5.454 (5.757)] 2024-10-12 04:29:58,716 - Train: 18.51% [231550/1251000] [185.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002756] [CE 4.615 (4.709)] [KD 5.621 (5.831)] 2024-10-12 04:30:04,652 - Train: 18.51% [231600/1251000] [185.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002756] [CE 4.372 (4.659)] [KD 5.500 (5.699)] 2024-10-12 04:30:10,586 - Train: 18.52% [231650/1251000] [185.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002756] [CE 5.032 (4.727)] [KD 6.030 (5.795)] 2024-10-12 04:30:16,472 - Train: 18.52% [231700/1251000] [185.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002756] [CE 4.519 (4.758)] [KD 5.593 (5.768)] 2024-10-12 04:30:22,465 - Train: 18.53% [231750/1251000] [185.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002756] [CE 4.216 (4.737)] [KD 5.563 (5.809)] 2024-10-12 04:30:28,243 - Train: 18.53% [231800/1251000] [185.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002755] [CE 4.861 (4.794)] [KD 5.705 (5.859)] 2024-10-12 04:30:33,982 - Train: 18.53% [231850/1251000] [185.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002755] [CE 4.468 (4.688)] [KD 5.853 (5.737)] 2024-10-12 04:30:39,847 - Train: 18.54% [231900/1251000] [185.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002755] [CE 5.024 (4.783)] [KD 5.789 (5.858)] 2024-10-12 04:30:45,909 - Train: 18.54% [231950/1251000] [185.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002755] [CE 4.869 (4.743)] [KD 5.891 (5.837)] 2024-10-12 04:30:51,627 - Train: 18.55% [232000/1251000] [185.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002755] [CE 4.796 (4.752)] [KD 5.823 (5.798)] 2024-10-12 04:30:57,580 - Train: 18.55% [232050/1251000] [185.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002755] [CE 4.764 (4.656)] [KD 5.998 (5.709)] 2024-10-12 04:31:03,447 - Train: 18.55% [232100/1251000] [185.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002755] [CE 4.696 (4.822)] [KD 6.122 (5.845)] 2024-10-12 04:31:09,355 - Train: 18.56% [232150/1251000] [185.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002755] [CE 4.682 (4.711)] [KD 5.422 (5.791)] 2024-10-12 04:31:15,080 - Train: 18.56% [232200/1251000] [185.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002755] [CE 4.871 (4.746)] [KD 5.858 (5.854)] 2024-10-12 04:31:20,921 - Train: 18.57% [232250/1251000] [185.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002755] [CE 4.209 (4.766)] [KD 5.815 (5.847)] 2024-10-12 04:31:26,643 - Train: 18.57% [232300/1251000] [185.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002754] [CE 4.479 (4.747)] [KD 5.753 (5.686)] 2024-10-12 04:31:32,701 - Train: 18.57% [232350/1251000] [185.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002754] [CE 4.946 (4.656)] [KD 6.315 (5.744)] 2024-10-12 04:31:38,571 - Train: 18.58% [232400/1251000] [185.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002754] [CE 5.106 (4.703)] [KD 5.726 (5.760)] 2024-10-12 04:31:44,552 - Train: 18.58% [232450/1251000] [185.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002754] [CE 4.358 (4.785)] [KD 6.004 (5.895)] 2024-10-12 04:31:50,238 - Train: 18.59% [232500/1251000] [185.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002754] [CE 4.170 (4.740)] [KD 5.766 (5.852)] 2024-10-12 04:31:56,156 - Train: 18.59% [232550/1251000] [185.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002754] [CE 4.605 (4.719)] [KD 5.596 (5.802)] 2024-10-12 04:32:01,988 - Train: 18.59% [232600/1251000] [185.9/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002754] [CE 4.630 (4.730)] [KD 5.410 (5.809)] 2024-10-12 04:32:07,727 - Train: 18.60% [232650/1251000] [186.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002754] [CE 4.898 (4.716)] [KD 5.685 (5.826)] 2024-10-12 04:32:11,801 - ==> Total time: 7:54:24 Eta: 1 day, 10:36:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:32:14,892 - Train: 18.60% [232700/1251000] [186.0/1000.0] [batch_t 0.116 (0.142)] [data_t 0.002] [optim_t 0.114] [lr 0.002754] [CE 4.621 (4.699)] [KD 5.593 (5.716)] 2024-10-12 04:32:20,950 - Train: 18.61% [232750/1251000] [186.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002753] [CE 4.079 (4.735)] [KD 5.209 (5.704)] 2024-10-12 04:32:27,022 - Train: 18.61% [232800/1251000] [186.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002753] [CE 4.692 (4.732)] [KD 5.479 (5.621)] 2024-10-12 04:32:33,077 - Train: 18.61% [232850/1251000] [186.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002753] [CE 4.954 (4.735)] [KD 6.227 (5.689)] 2024-10-12 04:32:38,942 - Train: 18.62% [232900/1251000] [186.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002753] [CE 4.872 (4.722)] [KD 5.945 (5.776)] 2024-10-12 04:32:44,688 - Train: 18.62% [232950/1251000] [186.2/1000.0] [batch_t 0.123 (0.115)] [data_t 0.002] [optim_t 0.120] [lr 0.002753] [CE 5.015 (4.719)] [KD 6.141 (5.777)] 2024-10-12 04:32:50,565 - Train: 18.63% [233000/1251000] [186.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002753] [CE 4.342 (4.791)] [KD 5.832 (5.755)] 2024-10-12 04:32:56,304 - Train: 18.63% [233050/1251000] [186.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002753] [CE 5.005 (4.662)] [KD 5.632 (5.705)] 2024-10-12 04:33:02,190 - Train: 18.63% [233100/1251000] [186.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002753] [CE 4.160 (4.653)] [KD 5.333 (5.774)] 2024-10-12 04:33:08,308 - Train: 18.64% [233150/1251000] [186.4/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.002753] [CE 4.573 (4.714)] [KD 5.782 (5.742)] 2024-10-12 04:33:14,192 - Train: 18.64% [233200/1251000] [186.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002753] [CE 4.665 (4.737)] [KD 5.572 (5.818)] 2024-10-12 04:33:20,217 - Train: 18.65% [233250/1251000] [186.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002752] [CE 5.135 (4.760)] [KD 6.307 (5.712)] 2024-10-12 04:33:26,161 - Train: 18.65% [233300/1251000] [186.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002752] [CE 4.701 (4.794)] [KD 5.663 (5.804)] 2024-10-12 04:33:31,970 - Train: 18.65% [233350/1251000] [186.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002752] [CE 4.932 (4.671)] [KD 5.883 (5.706)] 2024-10-12 04:33:37,873 - Train: 18.66% [233400/1251000] [186.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002752] [CE 4.701 (4.763)] [KD 5.814 (5.745)] 2024-10-12 04:33:43,851 - Train: 18.66% [233450/1251000] [186.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002752] [CE 4.559 (4.758)] [KD 5.917 (5.753)] 2024-10-12 04:33:49,577 - Train: 18.67% [233500/1251000] [186.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002752] [CE 4.924 (4.746)] [KD 5.800 (5.813)] 2024-10-12 04:33:55,337 - Train: 18.67% [233550/1251000] [186.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002752] [CE 4.694 (4.747)] [KD 5.574 (5.736)] 2024-10-12 04:34:01,371 - Train: 18.67% [233600/1251000] [186.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002752] [CE 4.891 (4.663)] [KD 5.711 (5.569)] 2024-10-12 04:34:07,456 - Train: 18.68% [233650/1251000] [186.8/1000.0] [batch_t 0.251 (0.122)] [data_t 0.002] [optim_t 0.249] [lr 0.002752] [CE 4.610 (4.743)] [KD 5.856 (5.793)] 2024-10-12 04:34:13,580 - Train: 18.68% [233700/1251000] [186.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002752] [CE 4.458 (4.756)] [KD 5.741 (5.786)] 2024-10-12 04:34:19,516 - Train: 18.69% [233750/1251000] [186.9/1000.0] [batch_t 0.125 (0.119)] [data_t 0.002] [optim_t 0.123] [lr 0.002751] [CE 4.430 (4.763)] [KD 5.790 (5.770)] 2024-10-12 04:34:25,271 - Train: 18.69% [233800/1251000] [186.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002751] [CE 4.325 (4.741)] [KD 5.502 (5.769)] 2024-10-12 04:34:31,178 - Train: 18.69% [233850/1251000] [186.9/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002751] [CE 4.976 (4.786)] [KD 5.792 (5.781)] 2024-10-12 04:34:36,922 - Train: 18.70% [233900/1251000] [187.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002751] [CE 4.742 (4.689)] [KD 5.957 (5.710)] 2024-10-12 04:34:41,233 - ==> Total time: 7:56:53 Eta: 1 day, 10:33:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:34:44,391 - Train: 18.70% [233950/1251000] [187.0/1000.0] [batch_t 0.115 (0.159)] [data_t 0.002] [optim_t 0.113] [lr 0.002751] [CE 4.808 (4.640)] [KD 5.674 (5.784)] 2024-10-12 04:34:50,509 - Train: 18.71% [234000/1251000] [187.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002751] [CE 4.593 (4.810)] [KD 5.906 (5.777)] 2024-10-12 04:34:56,530 - Train: 18.71% [234050/1251000] [187.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002751] [CE 4.714 (4.710)] [KD 5.761 (5.777)] 2024-10-12 04:35:02,284 - Train: 18.71% [234100/1251000] [187.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002751] [CE 5.020 (4.760)] [KD 5.563 (5.724)] 2024-10-12 04:35:08,207 - Train: 18.72% [234150/1251000] [187.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002751] [CE 5.318 (4.773)] [KD 6.172 (5.748)] 2024-10-12 04:35:14,141 - Train: 18.72% [234200/1251000] [187.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002750] [CE 4.142 (4.667)] [KD 5.479 (5.763)] 2024-10-12 04:35:19,904 - Train: 18.73% [234250/1251000] [187.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002750] [CE 4.889 (4.759)] [KD 6.036 (5.765)] 2024-10-12 04:35:25,939 - Train: 18.73% [234300/1251000] [187.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002750] [CE 4.778 (4.772)] [KD 5.433 (5.784)] 2024-10-12 04:35:31,677 - Train: 18.73% [234350/1251000] [187.3/1000.0] [batch_t 0.125 (0.115)] [data_t 0.002] [optim_t 0.123] [lr 0.002750] [CE 4.905 (4.703)] [KD 5.668 (5.777)] 2024-10-12 04:35:37,732 - Train: 18.74% [234400/1251000] [187.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002750] [CE 4.886 (4.727)] [KD 5.709 (5.784)] 2024-10-12 04:35:43,689 - Train: 18.74% [234450/1251000] [187.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002750] [CE 4.844 (4.749)] [KD 6.076 (5.801)] 2024-10-12 04:35:49,594 - Train: 18.75% [234500/1251000] [187.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002750] [CE 4.733 (4.760)] [KD 5.889 (5.779)] 2024-10-12 04:35:55,594 - Train: 18.75% [234550/1251000] [187.5/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002750] [CE 4.809 (4.735)] [KD 5.697 (5.787)] 2024-10-12 04:36:01,576 - Train: 18.75% [234600/1251000] [187.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002750] [CE 4.405 (4.683)] [KD 5.476 (5.675)] 2024-10-12 04:36:07,332 - Train: 18.76% [234650/1251000] [187.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002750] [CE 4.206 (4.788)] [KD 5.505 (5.842)] 2024-10-12 04:36:13,220 - Train: 18.76% [234700/1251000] [187.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002749] [CE 4.796 (4.720)] [KD 5.620 (5.760)] 2024-10-12 04:36:19,207 - Train: 18.76% [234750/1251000] [187.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002749] [CE 4.556 (4.736)] [KD 5.459 (5.736)] 2024-10-12 04:36:25,424 - Train: 18.77% [234800/1251000] [187.7/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002749] [CE 4.812 (4.724)] [KD 5.535 (5.855)] 2024-10-12 04:36:31,525 - Train: 18.77% [234850/1251000] [187.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002749] [CE 4.791 (4.775)] [KD 5.864 (5.726)] 2024-10-12 04:36:37,623 - Train: 18.78% [234900/1251000] [187.8/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002749] [CE 4.805 (4.735)] [KD 5.562 (5.729)] 2024-10-12 04:36:43,360 - Train: 18.78% [234950/1251000] [187.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002749] [CE 4.985 (4.742)] [KD 5.989 (5.810)] 2024-10-12 04:36:49,239 - Train: 18.78% [235000/1251000] [187.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002749] [CE 4.256 (4.736)] [KD 5.299 (5.767)] 2024-10-12 04:36:55,136 - Train: 18.79% [235050/1251000] [187.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002749] [CE 4.729 (4.806)] [KD 5.604 (5.810)] 2024-10-12 04:37:01,025 - Train: 18.79% [235100/1251000] [187.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002749] [CE 5.003 (4.743)] [KD 5.962 (5.739)] 2024-10-12 04:37:07,136 - Train: 18.80% [235150/1251000] [188.0/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002749] [CE 4.775 (4.699)] [KD 5.964 (5.823)] 2024-10-12 04:37:11,579 - ==> Total time: 7:59:24 Eta: 1 day, 10:30:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:37:14,829 - Train: 18.80% [235200/1251000] [188.0/1000.0] [batch_t 0.112 (0.179)] [data_t 0.003] [optim_t 0.110] [lr 0.002748] [CE 4.790 (4.667)] [KD 5.688 (5.707)] 2024-10-12 04:37:20,701 - Train: 18.80% [235250/1251000] [188.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002748] [CE 4.400 (4.720)] [KD 5.644 (5.764)] 2024-10-12 04:37:26,622 - Train: 18.81% [235300/1251000] [188.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002748] [CE 4.558 (4.706)] [KD 5.564 (5.748)] 2024-10-12 04:37:32,501 - Train: 18.81% [235350/1251000] [188.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002748] [CE 5.054 (4.693)] [KD 6.114 (5.696)] 2024-10-12 04:37:38,493 - Train: 18.82% [235400/1251000] [188.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002748] [CE 5.012 (4.762)] [KD 5.514 (5.737)] 2024-10-12 04:37:44,339 - Train: 18.82% [235450/1251000] [188.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002748] [CE 4.484 (4.750)] [KD 5.712 (5.711)] 2024-10-12 04:37:50,120 - Train: 18.82% [235500/1251000] [188.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002748] [CE 4.466 (4.697)] [KD 5.655 (5.740)] 2024-10-12 04:37:55,811 - Train: 18.83% [235550/1251000] [188.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002748] [CE 4.909 (4.681)] [KD 5.667 (5.675)] 2024-10-12 04:38:01,700 - Train: 18.83% [235600/1251000] [188.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.002748] [CE 4.807 (4.850)] [KD 5.552 (5.834)] 2024-10-12 04:38:07,957 - Train: 18.84% [235650/1251000] [188.4/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002747] [CE 4.870 (4.733)] [KD 5.850 (5.742)] 2024-10-12 04:38:14,064 - Train: 18.84% [235700/1251000] [188.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002747] [CE 4.611 (4.733)] [KD 5.341 (5.729)] 2024-10-12 04:38:20,106 - Train: 18.84% [235750/1251000] [188.4/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002747] [CE 4.387 (4.760)] [KD 5.592 (5.686)] 2024-10-12 04:38:26,204 - Train: 18.85% [235800/1251000] [188.5/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002747] [CE 4.661 (4.694)] [KD 5.666 (5.780)] 2024-10-12 04:38:32,396 - Train: 18.85% [235850/1251000] [188.5/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002747] [CE 4.480 (4.730)] [KD 5.695 (5.803)] 2024-10-12 04:38:38,435 - Train: 18.86% [235900/1251000] [188.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002747] [CE 5.056 (4.698)] [KD 6.133 (5.830)] 2024-10-12 04:38:44,652 - Train: 18.86% [235950/1251000] [188.6/1000.0] [batch_t 0.120 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002747] [CE 4.562 (4.763)] [KD 5.577 (5.890)] 2024-10-12 04:38:50,763 - Train: 18.86% [236000/1251000] [188.6/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002747] [CE 4.935 (4.754)] [KD 5.507 (5.794)] 2024-10-12 04:38:56,940 - Train: 18.87% [236050/1251000] [188.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002747] [CE 4.893 (4.732)] [KD 5.750 (5.678)] 2024-10-12 04:39:03,083 - Train: 18.87% [236100/1251000] [188.7/1000.0] [batch_t 0.122 (0.123)] [data_t 0.002] [optim_t 0.119] [lr 0.002747] [CE 4.864 (4.755)] [KD 5.804 (5.773)] 2024-10-12 04:39:09,114 - Train: 18.88% [236150/1251000] [188.8/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002746] [CE 5.272 (4.708)] [KD 6.109 (5.783)] 2024-10-12 04:39:15,167 - Train: 18.88% [236200/1251000] [188.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002746] [CE 4.896 (4.791)] [KD 5.737 (5.838)] 2024-10-12 04:39:21,418 - Train: 18.88% [236250/1251000] [188.8/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002746] [CE 4.782 (4.792)] [KD 5.777 (5.858)] 2024-10-12 04:39:27,520 - Train: 18.89% [236300/1251000] [188.9/1000.0] [batch_t 0.123 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002746] [CE 4.795 (4.755)] [KD 5.900 (5.797)] 2024-10-12 04:39:33,757 - Train: 18.89% [236350/1251000] [188.9/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002746] [CE 4.729 (4.687)] [KD 5.533 (5.654)] 2024-10-12 04:39:39,787 - Train: 18.90% [236400/1251000] [189.0/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.002746] [CE 4.605 (4.650)] [KD 5.489 (5.648)] 2024-10-12 04:39:44,457 - ==> Total time: 8:01:57 Eta: 1 day, 10:28:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:39:47,855 - Train: 18.90% [236450/1251000] [189.0/1000.0] [batch_t 0.116 (0.191)] [data_t 0.002] [optim_t 0.113] [lr 0.002746] [CE 4.168 (4.655)] [KD 5.309 (5.738)] 2024-10-12 04:39:54,127 - Train: 18.90% [236500/1251000] [189.0/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002746] [CE 4.870 (4.684)] [KD 5.846 (5.721)] 2024-10-12 04:40:00,131 - Train: 18.91% [236550/1251000] [189.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002746] [CE 4.979 (4.749)] [KD 5.645 (5.765)] 2024-10-12 04:40:05,964 - Train: 18.91% [236600/1251000] [189.1/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002745] [CE 4.672 (4.727)] [KD 5.525 (5.784)] 2024-10-12 04:40:11,967 - Train: 18.92% [236650/1251000] [189.2/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002745] [CE 4.779 (4.678)] [KD 5.417 (5.706)] 2024-10-12 04:40:17,954 - Train: 18.92% [236700/1251000] [189.2/1000.0] [batch_t 0.254 (0.120)] [data_t 0.002] [optim_t 0.252] [lr 0.002745] [CE 4.920 (4.711)] [KD 6.046 (5.707)] 2024-10-12 04:40:24,013 - Train: 18.92% [236750/1251000] [189.2/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002745] [CE 4.867 (4.716)] [KD 5.980 (5.774)] 2024-10-12 04:40:29,850 - Train: 18.93% [236800/1251000] [189.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002745] [CE 4.642 (4.798)] [KD 5.924 (5.815)] 2024-10-12 04:40:35,727 - Train: 18.93% [236850/1251000] [189.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002745] [CE 4.645 (4.739)] [KD 5.414 (5.790)] 2024-10-12 04:40:41,943 - Train: 18.94% [236900/1251000] [189.4/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002745] [CE 4.248 (4.725)] [KD 5.789 (5.805)] 2024-10-12 04:40:47,956 - Train: 18.94% [236950/1251000] [189.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002745] [CE 4.390 (4.779)] [KD 5.397 (5.821)] 2024-10-12 04:40:53,929 - Train: 18.94% [237000/1251000] [189.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002745] [CE 5.187 (4.800)] [KD 6.013 (5.836)] 2024-10-12 04:41:00,253 - Train: 18.95% [237050/1251000] [189.5/1000.0] [batch_t 0.119 (0.126)] [data_t 0.002] [optim_t 0.116] [lr 0.002745] [CE 4.236 (4.720)] [KD 5.869 (5.803)] 2024-10-12 04:41:06,224 - Train: 18.95% [237100/1251000] [189.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002744] [CE 4.707 (4.724)] [KD 5.552 (5.778)] 2024-10-12 04:41:12,244 - Train: 18.96% [237150/1251000] [189.6/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002744] [CE 4.682 (4.730)] [KD 6.025 (5.831)] 2024-10-12 04:41:18,278 - Train: 18.96% [237200/1251000] [189.6/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002744] [CE 4.260 (4.707)] [KD 5.530 (5.700)] 2024-10-12 04:41:24,221 - Train: 18.96% [237250/1251000] [189.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002744] [CE 4.649 (4.766)] [KD 5.836 (5.778)] 2024-10-12 04:41:30,327 - Train: 18.97% [237300/1251000] [189.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002744] [CE 4.708 (4.738)] [KD 5.636 (5.743)] 2024-10-12 04:41:36,589 - Train: 18.97% [237350/1251000] [189.7/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002744] [CE 4.696 (4.707)] [KD 5.764 (5.689)] 2024-10-12 04:41:42,566 - Train: 18.98% [237400/1251000] [189.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002744] [CE 4.678 (4.717)] [KD 5.688 (5.797)] 2024-10-12 04:41:48,409 - Train: 18.98% [237450/1251000] [189.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002744] [CE 4.519 (4.747)] [KD 5.664 (5.816)] 2024-10-12 04:41:54,375 - Train: 18.98% [237500/1251000] [189.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002744] [CE 5.150 (4.720)] [KD 5.936 (5.826)] 2024-10-12 04:42:00,422 - Train: 18.99% [237550/1251000] [189.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002744] [CE 4.538 (4.811)] [KD 5.633 (5.801)] 2024-10-12 04:42:06,501 - Train: 18.99% [237600/1251000] [189.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002743] [CE 5.201 (4.789)] [KD 6.045 (5.719)] 2024-10-12 04:42:12,309 - Train: 19.00% [237650/1251000] [190.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002743] [CE 4.938 (4.680)] [KD 5.934 (5.733)] 2024-10-12 04:42:21,987 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 31492] [top5_cnt 42637] [top_all 50000] 2024-10-12 04:42:21,988 - net: 62.984 (85.274) 2024-10-12 04:42:26,935 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35294] [top5_cnt 44892] [top_all 50000] 2024-10-12 04:42:26,936 - net_E: 70.588 (89.784) 2024-10-12 04:42:27,082 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.590 (epoch: 180)] 2024-10-12 04:42:27,083 - ==> Total time: 8:04:39 Eta: 1 day, 10:26:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:42:29,994 - Train: 19.00% [237700/1251000] [190.0/1000.0] [batch_t 0.120 (0.164)] [data_t 0.003] [optim_t 0.117] [lr 0.002743] [CE 4.536 (4.693)] [KD 5.871 (5.784)] 2024-10-12 04:42:36,111 - Train: 19.00% [237750/1251000] [190.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002743] [CE 5.028 (4.690)] [KD 5.673 (5.750)] 2024-10-12 04:42:42,057 - Train: 19.01% [237800/1251000] [190.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002743] [CE 4.924 (4.711)] [KD 5.584 (5.717)] 2024-10-12 04:42:48,028 - Train: 19.01% [237850/1251000] [190.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002743] [CE 4.713 (4.767)] [KD 5.935 (5.874)] 2024-10-12 04:42:54,107 - Train: 19.02% [237900/1251000] [190.2/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002743] [CE 4.695 (4.702)] [KD 5.553 (5.740)] 2024-10-12 04:43:00,059 - Train: 19.02% [237950/1251000] [190.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002743] [CE 4.758 (4.653)] [KD 5.761 (5.637)] 2024-10-12 04:43:06,419 - Train: 19.02% [238000/1251000] [190.2/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.114] [lr 0.002743] [CE 4.438 (4.705)] [KD 5.628 (5.692)] 2024-10-12 04:43:12,478 - Train: 19.03% [238050/1251000] [190.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002742] [CE 4.595 (4.782)] [KD 5.788 (5.831)] 2024-10-12 04:43:18,381 - Train: 19.03% [238100/1251000] [190.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002742] [CE 4.860 (4.700)] [KD 5.425 (5.683)] 2024-10-12 04:43:24,343 - Train: 19.04% [238150/1251000] [190.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002742] [CE 4.559 (4.729)] [KD 5.892 (5.705)] 2024-10-12 04:43:30,297 - Train: 19.04% [238200/1251000] [190.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002742] [CE 5.080 (4.744)] [KD 5.923 (5.810)] 2024-10-12 04:43:36,151 - Train: 19.04% [238250/1251000] [190.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002742] [CE 4.782 (4.681)] [KD 5.791 (5.661)] 2024-10-12 04:43:42,445 - Train: 19.05% [238300/1251000] [190.5/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.002742] [CE 4.530 (4.761)] [KD 5.755 (5.742)] 2024-10-12 04:43:48,419 - Train: 19.05% [238350/1251000] [190.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002742] [CE 4.805 (4.733)] [KD 5.790 (5.726)] 2024-10-12 04:43:54,591 - Train: 19.06% [238400/1251000] [190.6/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002742] [CE 5.091 (4.679)] [KD 6.004 (5.808)] 2024-10-12 04:44:00,506 - Train: 19.06% [238450/1251000] [190.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002742] [CE 5.065 (4.752)] [KD 5.873 (5.821)] 2024-10-12 04:44:06,371 - Train: 19.06% [238500/1251000] [190.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002742] [CE 5.141 (4.787)] [KD 6.232 (5.804)] 2024-10-12 04:44:12,381 - Train: 19.07% [238550/1251000] [190.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002741] [CE 4.380 (4.774)] [KD 5.711 (5.795)] 2024-10-12 04:44:18,551 - Train: 19.07% [238600/1251000] [190.7/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002741] [CE 5.020 (4.765)] [KD 5.994 (5.814)] 2024-10-12 04:44:24,565 - Train: 19.08% [238650/1251000] [190.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002741] [CE 4.950 (4.798)] [KD 5.672 (5.807)] 2024-10-12 04:44:30,621 - Train: 19.08% [238700/1251000] [190.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002741] [CE 4.702 (4.725)] [KD 5.646 (5.760)] 2024-10-12 04:44:36,662 - Train: 19.08% [238750/1251000] [190.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002741] [CE 4.808 (4.658)] [KD 5.530 (5.677)] 2024-10-12 04:44:42,456 - Train: 19.09% [238800/1251000] [190.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002741] [CE 4.631 (4.715)] [KD 5.902 (5.727)] 2024-10-12 04:44:48,693 - Train: 19.09% [238850/1251000] [190.9/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002741] [CE 5.090 (4.739)] [KD 6.032 (5.851)] 2024-10-12 04:44:54,640 - Train: 19.10% [238900/1251000] [191.0/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002741] [CE 5.511 (4.776)] [KD 6.143 (5.819)] 2024-10-12 04:44:59,367 - ==> Total time: 8:07:12 Eta: 1 day, 10:23:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:45:02,032 - Train: 19.10% [238950/1251000] [191.0/1000.0] [batch_t 0.117 (0.177)] [data_t 0.003] [optim_t 0.115] [lr 0.002741] [CE 4.766 (4.684)] [KD 5.597 (5.537)] 2024-10-12 04:45:08,142 - Train: 19.10% [239000/1251000] [191.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002740] [CE 5.172 (4.669)] [KD 5.804 (5.597)] 2024-10-12 04:45:14,037 - Train: 19.11% [239050/1251000] [191.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002740] [CE 4.772 (4.657)] [KD 5.819 (5.680)] 2024-10-12 04:45:19,963 - Train: 19.11% [239100/1251000] [191.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002740] [CE 4.885 (4.742)] [KD 5.984 (5.778)] 2024-10-12 04:45:25,975 - Train: 19.12% [239150/1251000] [191.2/1000.0] [batch_t 0.281 (0.120)] [data_t 0.003] [optim_t 0.279] [lr 0.002740] [CE 4.393 (4.723)] [KD 5.761 (5.783)] 2024-10-12 04:45:31,847 - Train: 19.12% [239200/1251000] [191.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002740] [CE 4.610 (4.733)] [KD 5.390 (5.655)] 2024-10-12 04:45:37,980 - Train: 19.12% [239250/1251000] [191.2/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002740] [CE 5.098 (4.756)] [KD 5.921 (5.715)] 2024-10-12 04:45:43,960 - Train: 19.13% [239300/1251000] [191.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002740] [CE 4.640 (4.727)] [KD 5.668 (5.753)] 2024-10-12 04:45:49,845 - Train: 19.13% [239350/1251000] [191.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002740] [CE 5.063 (4.703)] [KD 6.115 (5.684)] 2024-10-12 04:45:55,823 - Train: 19.14% [239400/1251000] [191.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002740] [CE 4.455 (4.691)] [KD 5.377 (5.705)] 2024-10-12 04:46:01,927 - Train: 19.14% [239450/1251000] [191.4/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002740] [CE 4.996 (4.777)] [KD 5.610 (5.667)] 2024-10-12 04:46:07,879 - Train: 19.14% [239500/1251000] [191.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002739] [CE 4.237 (4.707)] [KD 5.730 (5.832)] 2024-10-12 04:46:13,735 - Train: 19.15% [239550/1251000] [191.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002739] [CE 4.826 (4.766)] [KD 5.477 (5.836)] 2024-10-12 04:46:19,709 - Train: 19.15% [239600/1251000] [191.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002739] [CE 4.345 (4.798)] [KD 5.725 (5.782)] 2024-10-12 04:46:25,835 - Train: 19.16% [239650/1251000] [191.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002739] [CE 4.865 (4.710)] [KD 5.789 (5.717)] 2024-10-12 04:46:31,660 - Train: 19.16% [239700/1251000] [191.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002739] [CE 5.023 (4.805)] [KD 5.673 (5.786)] 2024-10-12 04:46:37,608 - Train: 19.16% [239750/1251000] [191.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002739] [CE 5.129 (4.710)] [KD 5.667 (5.717)] 2024-10-12 04:46:43,386 - Train: 19.17% [239800/1251000] [191.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002739] [CE 4.389 (4.718)] [KD 6.026 (5.813)] 2024-10-12 04:46:49,554 - Train: 19.17% [239850/1251000] [191.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002739] [CE 4.402 (4.757)] [KD 5.550 (5.792)] 2024-10-12 04:46:55,473 - Train: 19.18% [239900/1251000] [191.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002739] [CE 4.602 (4.758)] [KD 5.627 (5.777)] 2024-10-12 04:47:01,261 - Train: 19.18% [239950/1251000] [191.8/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002738] [CE 4.659 (4.776)] [KD 5.685 (5.734)] 2024-10-12 04:47:07,291 - Train: 19.18% [240000/1251000] [191.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002738] [CE 5.282 (4.766)] [KD 6.035 (5.783)] 2024-10-12 04:47:13,059 - Train: 19.19% [240050/1251000] [191.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002738] [CE 4.618 (4.747)] [KD 5.780 (5.723)] 2024-10-12 04:47:19,182 - Train: 19.19% [240100/1251000] [191.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002738] [CE 4.747 (4.765)] [KD 5.808 (5.865)] 2024-10-12 04:47:25,266 - Train: 19.20% [240150/1251000] [192.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002738] [CE 4.540 (4.823)] [KD 5.498 (5.745)] 2024-10-12 04:47:30,101 - ==> Total time: 8:09:42 Eta: 1 day, 10:20:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:47:32,663 - Train: 19.20% [240200/1251000] [192.0/1000.0] [batch_t 0.118 (0.172)] [data_t 0.003] [optim_t 0.116] [lr 0.002738] [CE 4.961 (4.740)] [KD 5.725 (5.562)] 2024-10-12 04:47:38,776 - Train: 19.20% [240250/1251000] [192.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002738] [CE 4.360 (4.707)] [KD 5.634 (5.735)] 2024-10-12 04:47:44,689 - Train: 19.21% [240300/1251000] [192.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002738] [CE 5.036 (4.666)] [KD 5.765 (5.720)] 2024-10-12 04:47:50,753 - Train: 19.21% [240350/1251000] [192.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002738] [CE 4.873 (4.731)] [KD 5.827 (5.767)] 2024-10-12 04:47:56,533 - Train: 19.22% [240400/1251000] [192.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002738] [CE 4.821 (4.719)] [KD 6.137 (5.732)] 2024-10-12 04:48:02,347 - Train: 19.22% [240450/1251000] [192.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002737] [CE 4.627 (4.734)] [KD 6.035 (5.908)] 2024-10-12 04:48:08,533 - Train: 19.22% [240500/1251000] [192.2/1000.0] [batch_t 0.124 (0.124)] [data_t 0.002] [optim_t 0.122] [lr 0.002737] [CE 4.709 (4.722)] [KD 5.778 (5.784)] 2024-10-12 04:48:14,430 - Train: 19.23% [240550/1251000] [192.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002737] [CE 4.875 (4.746)] [KD 5.970 (5.826)] 2024-10-12 04:48:20,472 - Train: 19.23% [240600/1251000] [192.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002737] [CE 4.545 (4.763)] [KD 5.323 (5.779)] 2024-10-12 04:48:26,416 - Train: 19.24% [240650/1251000] [192.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002737] [CE 4.816 (4.771)] [KD 5.975 (5.865)] 2024-10-12 04:48:32,368 - Train: 19.24% [240700/1251000] [192.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002737] [CE 4.487 (4.708)] [KD 5.474 (5.769)] 2024-10-12 04:48:38,232 - Train: 19.24% [240750/1251000] [192.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002737] [CE 5.021 (4.729)] [KD 5.757 (5.697)] 2024-10-12 04:48:43,942 - Train: 19.25% [240800/1251000] [192.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002737] [CE 4.657 (4.770)] [KD 5.617 (5.783)] 2024-10-12 04:48:49,733 - Train: 19.25% [240850/1251000] [192.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002737] [CE 4.211 (4.741)] [KD 5.919 (5.725)] 2024-10-12 04:48:55,781 - Train: 19.26% [240900/1251000] [192.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002736] [CE 5.231 (4.766)] [KD 5.912 (5.812)] 2024-10-12 04:49:01,786 - Train: 19.26% [240950/1251000] [192.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002736] [CE 4.513 (4.711)] [KD 5.607 (5.755)] 2024-10-12 04:49:07,705 - Train: 19.26% [241000/1251000] [192.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002736] [CE 4.564 (4.710)] [KD 5.171 (5.731)] 2024-10-12 04:49:13,459 - Train: 19.27% [241050/1251000] [192.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002736] [CE 4.961 (4.674)] [KD 5.691 (5.748)] 2024-10-12 04:49:19,491 - Train: 19.27% [241100/1251000] [192.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002736] [CE 4.488 (4.722)] [KD 5.808 (5.711)] 2024-10-12 04:49:25,358 - Train: 19.28% [241150/1251000] [192.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002736] [CE 4.701 (4.707)] [KD 5.992 (5.812)] 2024-10-12 04:49:31,425 - Train: 19.28% [241200/1251000] [192.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002736] [CE 4.933 (4.758)] [KD 5.878 (5.748)] 2024-10-12 04:49:37,228 - Train: 19.28% [241250/1251000] [192.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002736] [CE 4.677 (4.678)] [KD 5.870 (5.809)] 2024-10-12 04:49:43,030 - Train: 19.29% [241300/1251000] [192.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002736] [CE 4.398 (4.812)] [KD 5.699 (5.774)] 2024-10-12 04:49:49,133 - Train: 19.29% [241350/1251000] [192.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002735] [CE 4.472 (4.678)] [KD 5.765 (5.722)] 2024-10-12 04:49:55,113 - Train: 19.30% [241400/1251000] [193.0/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002735] [CE 4.964 (4.823)] [KD 5.870 (5.837)] 2024-10-12 04:50:00,046 - ==> Total time: 8:12:12 Eta: 1 day, 10:18:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:50:02,664 - Train: 19.30% [241450/1251000] [193.0/1000.0] [batch_t 0.118 (0.179)] [data_t 0.003] [optim_t 0.115] [lr 0.002735] [CE 4.639 (4.654)] [KD 5.760 (5.666)] 2024-10-12 04:50:08,770 - Train: 19.30% [241500/1251000] [193.0/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002735] [CE 4.931 (4.683)] [KD 5.847 (5.699)] 2024-10-12 04:50:14,762 - Train: 19.31% [241550/1251000] [193.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002735] [CE 4.788 (4.701)] [KD 5.783 (5.730)] 2024-10-12 04:50:20,527 - Train: 19.31% [241600/1251000] [193.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002735] [CE 4.675 (4.760)] [KD 5.595 (5.742)] 2024-10-12 04:50:26,231 - Train: 19.32% [241650/1251000] [193.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002735] [CE 3.821 (4.720)] [KD 5.394 (5.740)] 2024-10-12 04:50:32,069 - Train: 19.32% [241700/1251000] [193.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002735] [CE 4.343 (4.630)] [KD 5.215 (5.629)] 2024-10-12 04:50:38,185 - Train: 19.32% [241750/1251000] [193.2/1000.0] [batch_t 0.276 (0.122)] [data_t 0.003] [optim_t 0.273] [lr 0.002735] [CE 4.373 (4.658)] [KD 5.570 (5.671)] 2024-10-12 04:50:44,329 - Train: 19.33% [241800/1251000] [193.3/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002735] [CE 5.374 (4.783)] [KD 5.953 (5.812)] 2024-10-12 04:50:50,553 - Train: 19.33% [241850/1251000] [193.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002734] [CE 4.515 (4.674)] [KD 5.507 (5.688)] 2024-10-12 04:50:56,382 - Train: 19.34% [241900/1251000] [193.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002734] [CE 5.098 (4.681)] [KD 5.889 (5.688)] 2024-10-12 04:51:02,173 - Train: 19.34% [241950/1251000] [193.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002734] [CE 4.694 (4.726)] [KD 5.666 (5.766)] 2024-10-12 04:51:07,973 - Train: 19.34% [242000/1251000] [193.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002734] [CE 4.649 (4.758)] [KD 5.724 (5.732)] 2024-10-12 04:51:13,790 - Train: 19.35% [242050/1251000] [193.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002734] [CE 4.593 (4.797)] [KD 5.597 (5.839)] 2024-10-12 04:51:19,899 - Train: 19.35% [242100/1251000] [193.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002734] [CE 4.541 (4.749)] [KD 5.571 (5.804)] 2024-10-12 04:51:25,663 - Train: 19.36% [242150/1251000] [193.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002734] [CE 5.076 (4.704)] [KD 6.066 (5.767)] 2024-10-12 04:51:31,936 - Train: 19.36% [242200/1251000] [193.6/1000.0] [batch_t 0.123 (0.125)] [data_t 0.002] [optim_t 0.121] [lr 0.002734] [CE 4.797 (4.792)] [KD 5.822 (5.809)] 2024-10-12 04:51:37,896 - Train: 19.36% [242250/1251000] [193.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002734] [CE 4.930 (4.735)] [KD 5.814 (5.757)] 2024-10-12 04:51:43,911 - Train: 19.37% [242300/1251000] [193.7/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002733] [CE 4.842 (4.809)] [KD 5.897 (5.768)] 2024-10-12 04:51:49,973 - Train: 19.37% [242350/1251000] [193.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002733] [CE 4.612 (4.720)] [KD 5.765 (5.750)] 2024-10-12 04:51:56,036 - Train: 19.38% [242400/1251000] [193.8/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002733] [CE 4.909 (4.720)] [KD 5.895 (5.804)] 2024-10-12 04:52:01,988 - Train: 19.38% [242450/1251000] [193.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002733] [CE 4.689 (4.770)] [KD 5.859 (5.886)] 2024-10-12 04:52:07,965 - Train: 19.38% [242500/1251000] [193.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002733] [CE 4.768 (4.738)] [KD 5.950 (5.805)] 2024-10-12 04:52:13,712 - Train: 19.39% [242550/1251000] [193.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002733] [CE 4.598 (4.693)] [KD 5.920 (5.765)] 2024-10-12 04:52:19,891 - Train: 19.39% [242600/1251000] [193.9/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002733] [CE 4.393 (4.802)] [KD 5.674 (5.831)] 2024-10-12 04:52:25,818 - Train: 19.40% [242650/1251000] [194.0/1000.0] [batch_t 0.123 (0.118)] [data_t 0.002] [optim_t 0.121] [lr 0.002733] [CE 4.448 (4.709)] [KD 5.832 (5.692)] 2024-10-12 04:52:31,410 - ==> Total time: 8:14:44 Eta: 1 day, 10:15:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:52:33,842 - Train: 19.40% [242700/1251000] [194.0/1000.0] [batch_t 0.113 (0.198)] [data_t 0.003] [optim_t 0.111] [lr 0.002733] [CE 4.791 (4.788)] [KD 5.870 (5.811)] 2024-10-12 04:52:39,641 - Train: 19.40% [242750/1251000] [194.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002733] [CE 5.119 (4.714)] [KD 5.856 (5.759)] 2024-10-12 04:52:45,468 - Train: 19.41% [242800/1251000] [194.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002732] [CE 4.077 (4.732)] [KD 5.584 (5.704)] 2024-10-12 04:52:51,271 - Train: 19.41% [242850/1251000] [194.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002732] [CE 4.568 (4.649)] [KD 5.909 (5.711)] 2024-10-12 04:52:57,310 - Train: 19.42% [242900/1251000] [194.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002732] [CE 4.617 (4.742)] [KD 5.972 (5.813)] 2024-10-12 04:53:03,380 - Train: 19.42% [242950/1251000] [194.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002732] [CE 4.471 (4.732)] [KD 5.435 (5.751)] 2024-10-12 04:53:09,533 - Train: 19.42% [243000/1251000] [194.2/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002732] [CE 4.177 (4.542)] [KD 5.530 (5.678)] 2024-10-12 04:53:15,402 - Train: 19.43% [243050/1251000] [194.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002732] [CE 4.566 (4.745)] [KD 5.669 (5.745)] 2024-10-12 04:53:21,102 - Train: 19.43% [243100/1251000] [194.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002732] [CE 4.683 (4.726)] [KD 5.743 (5.740)] 2024-10-12 04:53:26,814 - Train: 19.44% [243150/1251000] [194.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002732] [CE 4.646 (4.796)] [KD 6.007 (5.795)] 2024-10-12 04:53:32,824 - Train: 19.44% [243200/1251000] [194.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002732] [CE 4.707 (4.733)] [KD 5.746 (5.800)] 2024-10-12 04:53:38,860 - Train: 19.44% [243250/1251000] [194.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002731] [CE 4.590 (4.757)] [KD 5.852 (5.795)] 2024-10-12 04:53:44,722 - Train: 19.45% [243300/1251000] [194.5/1000.0] [batch_t 0.299 (0.117)] [data_t 0.003] [optim_t 0.297] [lr 0.002731] [CE 4.797 (4.714)] [KD 5.992 (5.771)] 2024-10-12 04:53:50,431 - Train: 19.45% [243350/1251000] [194.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002731] [CE 4.475 (4.744)] [KD 5.663 (5.685)] 2024-10-12 04:53:56,277 - Train: 19.46% [243400/1251000] [194.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002731] [CE 5.356 (4.708)] [KD 6.029 (5.758)] 2024-10-12 04:54:02,298 - Train: 19.46% [243450/1251000] [194.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002731] [CE 4.739 (4.742)] [KD 5.753 (5.798)] 2024-10-12 04:54:08,459 - Train: 19.46% [243500/1251000] [194.6/1000.0] [batch_t 0.235 (0.123)] [data_t 0.003] [optim_t 0.232] [lr 0.002731] [CE 4.919 (4.736)] [KD 5.929 (5.726)] 2024-10-12 04:54:14,453 - Train: 19.47% [243550/1251000] [194.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002731] [CE 5.031 (4.735)] [KD 5.834 (5.720)] 2024-10-12 04:54:20,224 - Train: 19.47% [243600/1251000] [194.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002731] [CE 5.103 (4.795)] [KD 6.288 (5.881)] 2024-10-12 04:54:26,029 - Train: 19.48% [243650/1251000] [194.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002731] [CE 4.752 (4.766)] [KD 5.707 (5.732)] 2024-10-12 04:54:31,935 - Train: 19.48% [243700/1251000] [194.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002730] [CE 4.554 (4.670)] [KD 5.638 (5.664)] 2024-10-12 04:54:38,087 - Train: 19.48% [243750/1251000] [194.8/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002730] [CE 4.983 (4.807)] [KD 5.923 (5.774)] 2024-10-12 04:54:44,199 - Train: 19.49% [243800/1251000] [194.9/1000.0] [batch_t 0.241 (0.122)] [data_t 0.002] [optim_t 0.238] [lr 0.002730] [CE 4.962 (4.703)] [KD 5.744 (5.784)] 2024-10-12 04:54:50,176 - Train: 19.49% [243850/1251000] [194.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002730] [CE 4.791 (4.720)] [KD 5.554 (5.655)] 2024-10-12 04:54:56,072 - Train: 19.50% [243900/1251000] [195.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002730] [CE 4.925 (4.764)] [KD 5.699 (5.675)] 2024-10-12 04:55:06,079 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.092)] [top1_cnt 30545] [top5_cnt 41869] [top_all 50000] 2024-10-12 04:55:06,079 - net: 61.090 (83.738) 2024-10-12 04:55:11,046 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 35332] [top5_cnt 44941] [top_all 50000] 2024-10-12 04:55:11,047 - net_E: 70.664 (89.882) 2024-10-12 04:55:11,188 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.664 (epoch: 195)] 2024-10-12 04:55:11,188 - ==> Total time: 8:17:23 Eta: 1 day, 10:13:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:55:15,859 - Train: 19.50% [243950/1251000] [195.0/1000.0] [batch_t 0.122 (0.180)] [data_t 0.003] [optim_t 0.119] [lr 0.002730] [CE 5.010 (4.524)] [KD 5.804 (5.723)] 2024-10-12 04:55:21,762 - Train: 19.50% [244000/1251000] [195.0/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002730] [CE 5.161 (4.702)] [KD 5.834 (5.651)] 2024-10-12 04:55:27,846 - Train: 19.51% [244050/1251000] [195.1/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002730] [CE 4.822 (4.699)] [KD 5.429 (5.638)] 2024-10-12 04:55:34,215 - Train: 19.51% [244100/1251000] [195.1/1000.0] [batch_t 0.113 (0.127)] [data_t 0.003] [optim_t 0.111] [lr 0.002730] [CE 4.763 (4.735)] [KD 5.501 (5.665)] 2024-10-12 04:55:40,137 - Train: 19.52% [244150/1251000] [195.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002730] [CE 4.588 (4.697)] [KD 5.580 (5.717)] 2024-10-12 04:55:45,894 - Train: 19.52% [244200/1251000] [195.2/1000.0] [batch_t 0.120 (0.115)] [data_t 0.003] [optim_t 0.118] [lr 0.002729] [CE 4.674 (4.671)] [KD 5.415 (5.582)] 2024-10-12 04:55:51,785 - Train: 19.52% [244250/1251000] [195.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002729] [CE 5.016 (4.692)] [KD 5.910 (5.678)] 2024-10-12 04:55:57,681 - Train: 19.53% [244300/1251000] [195.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002729] [CE 4.909 (4.691)] [KD 5.570 (5.760)] 2024-10-12 04:56:03,615 - Train: 19.53% [244350/1251000] [195.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002729] [CE 4.673 (4.669)] [KD 5.459 (5.738)] 2024-10-12 04:56:09,594 - Train: 19.54% [244400/1251000] [195.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002729] [CE 4.679 (4.738)] [KD 5.912 (5.763)] 2024-10-12 04:56:15,405 - Train: 19.54% [244450/1251000] [195.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002729] [CE 5.013 (4.732)] [KD 5.883 (5.731)] 2024-10-12 04:56:21,485 - Train: 19.54% [244500/1251000] [195.4/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002729] [CE 5.251 (4.765)] [KD 6.007 (5.776)] 2024-10-12 04:56:27,420 - Train: 19.55% [244550/1251000] [195.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002729] [CE 5.233 (4.746)] [KD 5.987 (5.747)] 2024-10-12 04:56:33,725 - Train: 19.55% [244600/1251000] [195.5/1000.0] [batch_t 0.113 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002729] [CE 4.759 (4.815)] [KD 5.530 (5.785)] 2024-10-12 04:56:39,639 - Train: 19.56% [244650/1251000] [195.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002728] [CE 4.705 (4.770)] [KD 5.715 (5.730)] 2024-10-12 04:56:45,712 - Train: 19.56% [244700/1251000] [195.6/1000.0] [batch_t 0.123 (0.121)] [data_t 0.003] [optim_t 0.121] [lr 0.002728] [CE 5.047 (4.727)] [KD 5.607 (5.717)] 2024-10-12 04:56:51,559 - Train: 19.56% [244750/1251000] [195.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002728] [CE 4.883 (4.754)] [KD 5.463 (5.736)] 2024-10-12 04:56:57,497 - Train: 19.57% [244800/1251000] [195.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002728] [CE 4.822 (4.744)] [KD 5.984 (5.767)] 2024-10-12 04:57:03,531 - Train: 19.57% [244850/1251000] [195.7/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002728] [CE 4.806 (4.703)] [KD 5.421 (5.669)] 2024-10-12 04:57:09,536 - Train: 19.58% [244900/1251000] [195.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002728] [CE 4.420 (4.668)] [KD 5.545 (5.687)] 2024-10-12 04:57:15,801 - Train: 19.58% [244950/1251000] [195.8/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002728] [CE 4.870 (4.785)] [KD 5.603 (5.741)] 2024-10-12 04:57:21,831 - Train: 19.58% [245000/1251000] [195.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002728] [CE 4.364 (4.812)] [KD 5.607 (5.836)] 2024-10-12 04:57:27,609 - Train: 19.59% [245050/1251000] [195.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002728] [CE 4.468 (4.765)] [KD 6.010 (5.834)] 2024-10-12 04:57:33,583 - Train: 19.59% [245100/1251000] [195.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002727] [CE 4.625 (4.699)] [KD 6.032 (5.781)] 2024-10-12 04:57:39,609 - Train: 19.60% [245150/1251000] [196.0/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002727] [CE 4.468 (4.736)] [KD 5.675 (5.863)] 2024-10-12 04:57:45,065 - ==> Total time: 8:19:57 Eta: 1 day, 10:10:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 04:57:47,337 - Train: 19.60% [245200/1251000] [196.0/1000.0] [batch_t 0.119 (0.200)] [data_t 0.003] [optim_t 0.116] [lr 0.002727] [CE 4.704 (4.870)] [KD 5.821 (5.841)] 2024-10-12 04:57:53,419 - Train: 19.60% [245250/1251000] [196.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002727] [CE 4.979 (4.685)] [KD 5.765 (5.786)] 2024-10-12 04:57:59,346 - Train: 19.61% [245300/1251000] [196.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002727] [CE 4.481 (4.700)] [KD 5.904 (5.732)] 2024-10-12 04:58:05,109 - Train: 19.61% [245350/1251000] [196.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002727] [CE 5.474 (4.849)] [KD 6.369 (5.893)] 2024-10-12 04:58:10,910 - Train: 19.62% [245400/1251000] [196.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002727] [CE 4.195 (4.771)] [KD 5.676 (5.809)] 2024-10-12 04:58:16,995 - Train: 19.62% [245450/1251000] [196.2/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002727] [CE 4.718 (4.747)] [KD 5.672 (5.650)] 2024-10-12 04:58:23,089 - Train: 19.62% [245500/1251000] [196.2/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002727] [CE 4.597 (4.748)] [KD 5.938 (5.755)] 2024-10-12 04:58:29,158 - Train: 19.63% [245550/1251000] [196.3/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002727] [CE 4.749 (4.710)] [KD 5.728 (5.757)] 2024-10-12 04:58:34,907 - Train: 19.63% [245600/1251000] [196.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002726] [CE 4.865 (4.668)] [KD 5.586 (5.693)] 2024-10-12 04:58:41,018 - Train: 19.64% [245650/1251000] [196.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002726] [CE 4.309 (4.721)] [KD 5.726 (5.798)] 2024-10-12 04:58:46,992 - Train: 19.64% [245700/1251000] [196.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002726] [CE 4.795 (4.748)] [KD 6.128 (5.792)] 2024-10-12 04:58:52,947 - Train: 19.64% [245750/1251000] [196.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002726] [CE 4.255 (4.745)] [KD 5.908 (5.876)] 2024-10-12 04:58:58,847 - Train: 19.65% [245800/1251000] [196.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002726] [CE 5.031 (4.690)] [KD 5.761 (5.728)] 2024-10-12 04:59:04,773 - Train: 19.65% [245850/1251000] [196.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002726] [CE 4.139 (4.768)] [KD 5.631 (5.782)] 2024-10-12 04:59:10,608 - Train: 19.66% [245900/1251000] [196.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002726] [CE 4.906 (4.705)] [KD 5.805 (5.713)] 2024-10-12 04:59:16,673 - Train: 19.66% [245950/1251000] [196.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002726] [CE 4.553 (4.762)] [KD 5.561 (5.733)] 2024-10-12 04:59:22,574 - Train: 19.66% [246000/1251000] [196.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002726] [CE 4.834 (4.668)] [KD 5.656 (5.727)] 2024-10-12 04:59:28,677 - Train: 19.67% [246050/1251000] [196.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002725] [CE 4.985 (4.716)] [KD 5.820 (5.717)] 2024-10-12 04:59:34,709 - Train: 19.67% [246100/1251000] [196.7/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002725] [CE 4.499 (4.688)] [KD 5.914 (5.789)] 2024-10-12 04:59:40,542 - Train: 19.68% [246150/1251000] [196.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002725] [CE 4.713 (4.785)] [KD 5.952 (5.761)] 2024-10-12 04:59:46,326 - Train: 19.68% [246200/1251000] [196.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002725] [CE 5.094 (4.742)] [KD 5.821 (5.719)] 2024-10-12 04:59:52,075 - Train: 19.68% [246250/1251000] [196.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002725] [CE 4.649 (4.790)] [KD 5.759 (5.792)] 2024-10-12 04:59:58,070 - Train: 19.69% [246300/1251000] [196.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002725] [CE 5.119 (4.740)] [KD 5.926 (5.833)] 2024-10-12 05:00:04,078 - Train: 19.69% [246350/1251000] [196.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002725] [CE 4.445 (4.669)] [KD 5.437 (5.756)] 2024-10-12 05:00:10,144 - Train: 19.70% [246400/1251000] [197.0/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002725] [CE 4.750 (4.720)] [KD 5.849 (5.782)] 2024-10-12 05:00:15,513 - ==> Total time: 8:22:28 Eta: 1 day, 10:08:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:00:17,513 - Train: 19.70% [246450/1251000] [197.0/1000.0] [batch_t 0.116 (0.259)] [data_t 0.002] [optim_t 0.113] [lr 0.002725] [CE 4.685 (4.630)] [KD 5.384 (5.379)] 2024-10-12 05:00:23,593 - Train: 19.70% [246500/1251000] [197.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002724] [CE 4.461 (4.690)] [KD 5.667 (5.638)] 2024-10-12 05:00:29,325 - Train: 19.71% [246550/1251000] [197.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002724] [CE 4.642 (4.644)] [KD 5.878 (5.561)] 2024-10-12 05:00:35,211 - Train: 19.71% [246600/1251000] [197.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002724] [CE 4.873 (4.740)] [KD 5.884 (5.728)] 2024-10-12 05:00:41,191 - Train: 19.72% [246650/1251000] [197.2/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002724] [CE 5.015 (4.716)] [KD 5.917 (5.738)] 2024-10-12 05:00:47,184 - Train: 19.72% [246700/1251000] [197.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002724] [CE 4.878 (4.807)] [KD 5.712 (5.742)] 2024-10-12 05:00:53,067 - Train: 19.72% [246750/1251000] [197.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002724] [CE 4.748 (4.768)] [KD 5.514 (5.676)] 2024-10-12 05:00:58,943 - Train: 19.73% [246800/1251000] [197.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002724] [CE 4.111 (4.703)] [KD 5.392 (5.674)] 2024-10-12 05:01:04,675 - Train: 19.73% [246850/1251000] [197.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002724] [CE 4.816 (4.697)] [KD 5.904 (5.691)] 2024-10-12 05:01:10,576 - Train: 19.74% [246900/1251000] [197.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002724] [CE 5.042 (4.726)] [KD 5.774 (5.712)] 2024-10-12 05:01:16,553 - Train: 19.74% [246950/1251000] [197.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002723] [CE 4.570 (4.704)] [KD 5.640 (5.683)] 2024-10-12 05:01:22,457 - Train: 19.74% [247000/1251000] [197.4/1000.0] [batch_t 0.123 (0.118)] [data_t 0.003] [optim_t 0.121] [lr 0.002723] [CE 4.687 (4.837)] [KD 5.942 (5.887)] 2024-10-12 05:01:28,434 - Train: 19.75% [247050/1251000] [197.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002723] [CE 5.002 (4.729)] [KD 5.931 (5.737)] 2024-10-12 05:01:34,296 - Train: 19.75% [247100/1251000] [197.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002723] [CE 5.234 (4.734)] [KD 5.820 (5.771)] 2024-10-12 05:01:40,022 - Train: 19.76% [247150/1251000] [197.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002723] [CE 5.017 (4.780)] [KD 5.804 (5.741)] 2024-10-12 05:01:45,886 - Train: 19.76% [247200/1251000] [197.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002723] [CE 4.751 (4.766)] [KD 5.656 (5.780)] 2024-10-12 05:01:51,924 - Train: 19.76% [247250/1251000] [197.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002723] [CE 5.178 (4.743)] [KD 5.836 (5.708)] 2024-10-12 05:01:57,645 - Train: 19.77% [247300/1251000] [197.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002723] [CE 4.488 (4.702)] [KD 5.950 (5.792)] 2024-10-12 05:02:03,634 - Train: 19.77% [247350/1251000] [197.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002723] [CE 4.818 (4.834)] [KD 5.940 (5.811)] 2024-10-12 05:02:09,536 - Train: 19.78% [247400/1251000] [197.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002723] [CE 4.745 (4.702)] [KD 5.561 (5.745)] 2024-10-12 05:02:15,391 - Train: 19.78% [247450/1251000] [197.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002722] [CE 4.744 (4.748)] [KD 5.499 (5.856)] 2024-10-12 05:02:21,282 - Train: 19.78% [247500/1251000] [197.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002722] [CE 4.801 (4.751)] [KD 5.607 (5.752)] 2024-10-12 05:02:27,276 - Train: 19.79% [247550/1251000] [197.9/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002722] [CE 5.054 (4.674)] [KD 5.898 (5.693)] 2024-10-12 05:02:33,148 - Train: 19.79% [247600/1251000] [197.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002722] [CE 4.880 (4.758)] [KD 5.715 (5.777)] 2024-10-12 05:02:39,220 - Train: 19.80% [247650/1251000] [198.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002722] [CE 4.439 (4.754)] [KD 5.779 (5.797)] 2024-10-12 05:02:44,785 - ==> Total time: 8:24:57 Eta: 1 day, 10:05:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:02:46,694 - Train: 19.80% [247700/1251000] [198.0/1000.0] [batch_t 0.116 (0.351)] [data_t 0.003] [optim_t 0.114] [lr 0.002722] [CE 4.912 (4.861)] [KD 5.779 (5.817)] 2024-10-12 05:02:52,730 - Train: 19.80% [247750/1251000] [198.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002722] [CE 4.262 (4.736)] [KD 5.712 (5.774)] 2024-10-12 05:02:58,593 - Train: 19.81% [247800/1251000] [198.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002722] [CE 4.592 (4.719)] [KD 5.649 (5.674)] 2024-10-12 05:03:04,493 - Train: 19.81% [247850/1251000] [198.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002722] [CE 5.140 (4.725)] [KD 5.823 (5.837)] 2024-10-12 05:03:10,438 - Train: 19.82% [247900/1251000] [198.2/1000.0] [batch_t 0.109 (0.119)] [data_t 0.003] [optim_t 0.106] [lr 0.002721] [CE 4.507 (4.769)] [KD 5.713 (5.789)] 2024-10-12 05:03:16,502 - Train: 19.82% [247950/1251000] [198.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002721] [CE 5.028 (4.763)] [KD 5.714 (5.740)] 2024-10-12 05:03:22,365 - Train: 19.82% [248000/1251000] [198.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002721] [CE 5.245 (4.745)] [KD 5.997 (5.799)] 2024-10-12 05:03:28,319 - Train: 19.83% [248050/1251000] [198.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002721] [CE 4.349 (4.723)] [KD 5.666 (5.681)] 2024-10-12 05:03:34,010 - Train: 19.83% [248100/1251000] [198.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002721] [CE 4.760 (4.735)] [KD 5.498 (5.782)] 2024-10-12 05:03:39,875 - Train: 19.84% [248150/1251000] [198.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002721] [CE 4.106 (4.775)] [KD 5.420 (5.644)] 2024-10-12 05:03:45,675 - Train: 19.84% [248200/1251000] [198.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002721] [CE 3.984 (4.719)] [KD 5.368 (5.622)] 2024-10-12 05:03:51,621 - Train: 19.84% [248250/1251000] [198.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002721] [CE 4.486 (4.725)] [KD 5.626 (5.764)] 2024-10-12 05:03:57,635 - Train: 19.85% [248300/1251000] [198.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002721] [CE 4.760 (4.710)] [KD 5.578 (5.703)] 2024-10-12 05:04:03,599 - Train: 19.85% [248350/1251000] [198.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002720] [CE 4.558 (4.709)] [KD 5.324 (5.661)] 2024-10-12 05:04:09,550 - Train: 19.86% [248400/1251000] [198.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002720] [CE 4.972 (4.734)] [KD 5.690 (5.794)] 2024-10-12 05:04:15,260 - Train: 19.86% [248450/1251000] [198.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002720] [CE 5.061 (4.790)] [KD 5.750 (5.700)] 2024-10-12 05:04:21,012 - Train: 19.86% [248500/1251000] [198.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002720] [CE 4.678 (4.736)] [KD 5.618 (5.688)] 2024-10-12 05:04:27,059 - Train: 19.87% [248550/1251000] [198.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002720] [CE 4.782 (4.801)] [KD 5.877 (5.780)] 2024-10-12 05:04:32,879 - Train: 19.87% [248600/1251000] [198.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002720] [CE 4.391 (4.666)] [KD 5.655 (5.715)] 2024-10-12 05:04:38,699 - Train: 19.88% [248650/1251000] [198.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002720] [CE 5.231 (4.683)] [KD 5.987 (5.733)] 2024-10-12 05:04:44,952 - Train: 19.88% [248700/1251000] [198.8/1000.0] [batch_t 0.245 (0.125)] [data_t 0.002] [optim_t 0.242] [lr 0.002720] [CE 4.130 (4.683)] [KD 5.562 (5.661)] 2024-10-12 05:04:50,696 - Train: 19.88% [248750/1251000] [198.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002720] [CE 4.785 (4.791)] [KD 5.821 (5.746)] 2024-10-12 05:04:56,737 - Train: 19.89% [248800/1251000] [198.9/1000.0] [batch_t 0.214 (0.121)] [data_t 0.002] [optim_t 0.212] [lr 0.002719] [CE 4.665 (4.693)] [KD 5.636 (5.754)] 2024-10-12 05:05:02,544 - Train: 19.89% [248850/1251000] [198.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002719] [CE 4.620 (4.740)] [KD 5.770 (5.790)] 2024-10-12 05:05:08,450 - Train: 19.90% [248900/1251000] [199.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002719] [CE 4.922 (4.747)] [KD 5.876 (5.897)] 2024-10-12 05:05:14,231 - ==> Total time: 8:27:26 Eta: 1 day, 10:02:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:05:15,755 - Train: 19.90% [248950/1251000] [199.0/1000.0] [batch_t 0.435 (0.435)] [data_t 0.302] [optim_t 0.133] [lr 0.002719] [CE 4.768 (4.768)] [KD 5.643 (5.643)] 2024-10-12 05:05:21,577 - Train: 19.90% [249000/1251000] [199.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002719] [CE 4.926 (4.798)] [KD 5.515 (5.795)] 2024-10-12 05:05:27,370 - Train: 19.91% [249050/1251000] [199.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002719] [CE 5.053 (4.713)] [KD 6.258 (5.695)] 2024-10-12 05:05:33,456 - Train: 19.91% [249100/1251000] [199.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002719] [CE 4.973 (4.625)] [KD 5.696 (5.694)] 2024-10-12 05:05:39,837 - Train: 19.92% [249150/1251000] [199.2/1000.0] [batch_t 0.117 (0.128)] [data_t 0.002] [optim_t 0.114] [lr 0.002719] [CE 4.434 (4.743)] [KD 5.578 (5.764)] 2024-10-12 05:05:45,698 - Train: 19.92% [249200/1251000] [199.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002719] [CE 4.755 (4.748)] [KD 5.717 (5.738)] 2024-10-12 05:05:51,433 - Train: 19.92% [249250/1251000] [199.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002718] [CE 4.903 (4.743)] [KD 5.943 (5.747)] 2024-10-12 05:05:57,235 - Train: 19.93% [249300/1251000] [199.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002718] [CE 3.967 (4.721)] [KD 5.664 (5.780)] 2024-10-12 05:06:02,926 - Train: 19.93% [249350/1251000] [199.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002718] [CE 4.727 (4.742)] [KD 5.589 (5.692)] 2024-10-12 05:06:08,881 - Train: 19.94% [249400/1251000] [199.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002718] [CE 4.621 (4.719)] [KD 5.540 (5.639)] 2024-10-12 05:06:14,625 - Train: 19.94% [249450/1251000] [199.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002718] [CE 4.725 (4.707)] [KD 5.750 (5.665)] 2024-10-12 05:06:20,363 - Train: 19.94% [249500/1251000] [199.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002718] [CE 4.503 (4.697)] [KD 5.436 (5.621)] 2024-10-12 05:06:26,574 - Train: 19.95% [249550/1251000] [199.5/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002718] [CE 4.698 (4.740)] [KD 5.665 (5.685)] 2024-10-12 05:06:32,443 - Train: 19.95% [249600/1251000] [199.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002718] [CE 4.786 (4.734)] [KD 5.665 (5.738)] 2024-10-12 05:06:38,174 - Train: 19.96% [249650/1251000] [199.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002718] [CE 4.878 (4.752)] [KD 6.088 (5.775)] 2024-10-12 05:06:44,013 - Train: 19.96% [249700/1251000] [199.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002717] [CE 4.538 (4.669)] [KD 5.311 (5.624)] 2024-10-12 05:06:50,042 - Train: 19.96% [249750/1251000] [199.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002717] [CE 4.805 (4.674)] [KD 5.918 (5.675)] 2024-10-12 05:06:55,828 - Train: 19.97% [249800/1251000] [199.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002717] [CE 4.907 (4.721)] [KD 6.117 (5.778)] 2024-10-12 05:07:01,616 - Train: 19.97% [249850/1251000] [199.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002717] [CE 4.929 (4.760)] [KD 5.396 (5.698)] 2024-10-12 05:07:07,355 - Train: 19.98% [249900/1251000] [199.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002717] [CE 4.853 (4.808)] [KD 5.480 (5.698)] 2024-10-12 05:07:13,470 - Train: 19.98% [249950/1251000] [199.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002717] [CE 4.834 (4.731)] [KD 5.605 (5.731)] 2024-10-12 05:07:19,539 - Train: 19.98% [250000/1251000] [199.8/1000.0] [batch_t 0.127 (0.121)] [data_t 0.002] [optim_t 0.124] [lr 0.002717] [CE 4.526 (4.731)] [KD 5.829 (5.742)] 2024-10-12 05:07:25,636 - Train: 19.99% [250050/1251000] [199.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002717] [CE 5.160 (4.716)] [KD 5.853 (5.707)] 2024-10-12 05:07:31,674 - Train: 19.99% [250100/1251000] [199.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002717] [CE 4.768 (4.775)] [KD 5.421 (5.730)] 2024-10-12 05:07:37,705 - Train: 20.00% [250150/1251000] [200.0/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002717] [CE 4.393 (4.713)] [KD 5.741 (5.704)] 2024-10-12 05:07:43,842 - Train: 20.00% [250200/1251000] [200.0/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002716] [CE 4.903 (4.749)] [KD 5.964 (5.831)] 2024-10-12 05:07:48,738 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 31452] [top5_cnt 42486] [top_all 50000] 2024-10-12 05:07:48,739 - net: 62.904 (84.972) 2024-10-12 05:07:53,632 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35349] [top5_cnt 44931] [top_all 50000] 2024-10-12 05:07:53,633 - net_E: 70.698 (89.862) 2024-10-12 05:07:53,757 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.698 (epoch: 200)] 2024-10-12 05:07:53,757 - ==> Total time: 8:30:06 Eta: 1 day, 10:00:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:08:03,189 - Train: 20.00% [250250/1251000] [200.0/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002716] [CE 4.933 (4.750)] [KD 5.635 (5.691)] 2024-10-12 05:08:09,068 - Train: 20.01% [250300/1251000] [200.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002716] [CE 4.982 (4.823)] [KD 5.719 (5.719)] 2024-10-12 05:08:14,952 - Train: 20.01% [250350/1251000] [200.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002716] [CE 4.225 (4.710)] [KD 5.861 (5.696)] 2024-10-12 05:08:21,290 - Train: 20.02% [250400/1251000] [200.2/1000.0] [batch_t 0.113 (0.127)] [data_t 0.003] [optim_t 0.110] [lr 0.002716] [CE 4.833 (4.795)] [KD 5.802 (5.774)] 2024-10-12 05:08:27,018 - Train: 20.02% [250450/1251000] [200.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002716] [CE 4.633 (4.666)] [KD 5.533 (5.687)] 2024-10-12 05:08:32,787 - Train: 20.02% [250500/1251000] [200.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002716] [CE 4.786 (4.755)] [KD 5.941 (5.745)] 2024-10-12 05:08:38,694 - Train: 20.03% [250550/1251000] [200.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002716] [CE 5.025 (4.658)] [KD 5.822 (5.705)] 2024-10-12 05:08:44,483 - Train: 20.03% [250600/1251000] [200.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002716] [CE 4.774 (4.740)] [KD 6.070 (5.772)] 2024-10-12 05:08:50,337 - Train: 20.04% [250650/1251000] [200.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002715] [CE 5.010 (4.659)] [KD 6.078 (5.773)] 2024-10-12 05:08:56,154 - Train: 20.04% [250700/1251000] [200.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002715] [CE 4.407 (4.690)] [KD 5.396 (5.661)] 2024-10-12 05:09:02,163 - Train: 20.04% [250750/1251000] [200.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002715] [CE 4.598 (4.696)] [KD 5.353 (5.669)] 2024-10-12 05:09:08,187 - Train: 20.05% [250800/1251000] [200.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002715] [CE 5.127 (4.746)] [KD 5.941 (5.678)] 2024-10-12 05:09:14,076 - Train: 20.05% [250850/1251000] [200.5/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002715] [CE 4.944 (4.710)] [KD 5.663 (5.701)] 2024-10-12 05:09:19,824 - Train: 20.06% [250900/1251000] [200.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002715] [CE 4.908 (4.689)] [KD 5.427 (5.749)] 2024-10-12 05:09:25,540 - Train: 20.06% [250950/1251000] [200.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002715] [CE 4.692 (4.727)] [KD 5.579 (5.714)] 2024-10-12 05:09:31,628 - Train: 20.06% [251000/1251000] [200.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002715] [CE 5.122 (4.771)] [KD 6.070 (5.851)] 2024-10-12 05:09:37,547 - Train: 20.07% [251050/1251000] [200.7/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002715] [CE 4.524 (4.736)] [KD 5.646 (5.805)] 2024-10-12 05:09:43,332 - Train: 20.07% [251100/1251000] [200.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002714] [CE 4.675 (4.730)] [KD 5.779 (5.652)] 2024-10-12 05:09:49,168 - Train: 20.08% [251150/1251000] [200.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002714] [CE 4.623 (4.711)] [KD 5.723 (5.715)] 2024-10-12 05:09:55,391 - Train: 20.08% [251200/1251000] [200.8/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002714] [CE 5.139 (4.792)] [KD 6.072 (5.788)] 2024-10-12 05:10:01,550 - Train: 20.08% [251250/1251000] [200.8/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002714] [CE 4.574 (4.771)] [KD 5.464 (5.747)] 2024-10-12 05:10:07,363 - Train: 20.09% [251300/1251000] [200.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002714] [CE 4.879 (4.762)] [KD 5.979 (5.824)] 2024-10-12 05:10:13,083 - Train: 20.09% [251350/1251000] [200.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002714] [CE 5.031 (4.722)] [KD 6.021 (5.818)] 2024-10-12 05:10:19,077 - Train: 20.10% [251400/1251000] [201.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002714] [CE 4.945 (4.772)] [KD 5.709 (5.768)] 2024-10-12 05:10:24,921 - Train: 20.10% [251450/1251000] [201.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002714] [CE 4.767 (4.747)] [KD 5.765 (5.775)] 2024-10-12 05:10:29,835 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.092)] [top1_cnt 31748] [top5_cnt 42852] [top_all 50000] 2024-10-12 05:10:29,836 - net: 63.496 (85.704) 2024-10-12 05:10:34,769 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35356] [top5_cnt 44915] [top_all 50000] 2024-10-12 05:10:34,769 - net_E: 70.712 (89.830) 2024-10-12 05:10:34,914 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.712 (epoch: 201)] 2024-10-12 05:10:34,915 - ==> Total time: 8:32:47 Eta: 1 day, 9:58:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:10:43,541 - Train: 20.10% [251500/1251000] [201.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002714] [CE 4.570 (4.716)] [KD 5.789 (5.651)] 2024-10-12 05:10:49,566 - Train: 20.11% [251550/1251000] [201.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002713] [CE 5.327 (4.709)] [KD 5.585 (5.645)] 2024-10-12 05:10:55,718 - Train: 20.11% [251600/1251000] [201.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002713] [CE 4.950 (4.765)] [KD 5.899 (5.673)] 2024-10-12 05:11:01,485 - Train: 20.12% [251650/1251000] [201.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002713] [CE 4.899 (4.684)] [KD 5.610 (5.674)] 2024-10-12 05:11:07,362 - Train: 20.12% [251700/1251000] [201.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002713] [CE 4.827 (4.681)] [KD 5.421 (5.590)] 2024-10-12 05:11:13,219 - Train: 20.12% [251750/1251000] [201.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002713] [CE 4.467 (4.727)] [KD 5.554 (5.744)] 2024-10-12 05:11:19,209 - Train: 20.13% [251800/1251000] [201.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002713] [CE 4.672 (4.672)] [KD 5.336 (5.656)] 2024-10-12 05:11:25,282 - Train: 20.13% [251850/1251000] [201.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002713] [CE 4.705 (4.741)] [KD 5.627 (5.784)] 2024-10-12 05:11:31,027 - Train: 20.14% [251900/1251000] [201.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002713] [CE 4.553 (4.732)] [KD 5.721 (5.773)] 2024-10-12 05:11:36,768 - Train: 20.14% [251950/1251000] [201.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002713] [CE 4.563 (4.699)] [KD 5.504 (5.767)] 2024-10-12 05:11:42,755 - Train: 20.14% [252000/1251000] [201.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002712] [CE 4.857 (4.726)] [KD 5.769 (5.819)] 2024-10-12 05:11:48,508 - Train: 20.15% [252050/1251000] [201.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002712] [CE 4.862 (4.717)] [KD 5.645 (5.790)] 2024-10-12 05:11:54,515 - Train: 20.15% [252100/1251000] [201.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002712] [CE 4.827 (4.802)] [KD 5.785 (5.746)] 2024-10-12 05:12:00,642 - Train: 20.16% [252150/1251000] [201.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002712] [CE 4.546 (4.796)] [KD 5.603 (5.748)] 2024-10-12 05:12:06,523 - Train: 20.16% [252200/1251000] [201.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002712] [CE 4.701 (4.754)] [KD 5.635 (5.772)] 2024-10-12 05:12:12,264 - Train: 20.16% [252250/1251000] [201.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002712] [CE 5.028 (4.784)] [KD 5.663 (5.826)] 2024-10-12 05:12:17,986 - Train: 20.17% [252300/1251000] [201.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.002712] [CE 4.968 (4.744)] [KD 5.977 (5.766)] 2024-10-12 05:12:23,754 - Train: 20.17% [252350/1251000] [201.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002712] [CE 5.338 (4.761)] [KD 6.195 (5.855)] 2024-10-12 05:12:29,964 - Train: 20.18% [252400/1251000] [201.8/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002712] [CE 5.087 (4.690)] [KD 6.205 (5.693)] 2024-10-12 05:12:35,848 - Train: 20.18% [252450/1251000] [201.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002711] [CE 4.925 (4.770)] [KD 5.850 (5.729)] 2024-10-12 05:12:41,756 - Train: 20.18% [252500/1251000] [201.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002711] [CE 4.802 (4.691)] [KD 5.921 (5.742)] 2024-10-12 05:12:47,659 - Train: 20.19% [252550/1251000] [201.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002711] [CE 4.817 (4.715)] [KD 6.103 (5.827)] 2024-10-12 05:12:53,440 - Train: 20.19% [252600/1251000] [201.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002711] [CE 4.658 (4.733)] [KD 5.452 (5.703)] 2024-10-12 05:12:59,478 - Train: 20.20% [252650/1251000] [202.0/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002711] [CE 4.687 (4.729)] [KD 5.994 (5.667)] 2024-10-12 05:13:05,526 - Train: 20.20% [252700/1251000] [202.0/1000.0] [batch_t 0.109 (0.121)] [data_t 0.002] [optim_t 0.107] [lr 0.002711] [CE 4.730 (4.756)] [KD 5.993 (5.780)] 2024-10-12 05:13:10,682 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 31111] [top5_cnt 42313] [top_all 50000] 2024-10-12 05:13:10,682 - net: 62.222 (84.626) 2024-10-12 05:13:15,679 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 35373] [top5_cnt 44923] [top_all 50000] 2024-10-12 05:13:15,679 - net_E: 70.746 (89.846) 2024-10-12 05:13:15,809 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.746 (epoch: 202)] 2024-10-12 05:13:15,809 - ==> Total time: 8:35:28 Eta: 1 day, 9:56:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:13:24,923 - Train: 20.20% [252750/1251000] [202.0/1000.0] [batch_t 0.121 (0.127)] [data_t 0.003] [optim_t 0.119] [lr 0.002711] [CE 4.495 (4.750)] [KD 5.371 (5.635)] 2024-10-12 05:13:30,761 - Train: 20.21% [252800/1251000] [202.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002711] [CE 5.102 (4.693)] [KD 5.958 (5.623)] 2024-10-12 05:13:36,763 - Train: 20.21% [252850/1251000] [202.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002711] [CE 4.249 (4.671)] [KD 5.216 (5.616)] 2024-10-12 05:13:42,581 - Train: 20.22% [252900/1251000] [202.2/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002710] [CE 5.034 (4.750)] [KD 5.988 (5.606)] 2024-10-12 05:13:48,652 - Train: 20.22% [252950/1251000] [202.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002710] [CE 4.397 (4.722)] [KD 5.785 (5.754)] 2024-10-12 05:13:54,743 - Train: 20.22% [253000/1251000] [202.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002710] [CE 4.468 (4.645)] [KD 5.597 (5.696)] 2024-10-12 05:14:00,536 - Train: 20.23% [253050/1251000] [202.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002710] [CE 4.749 (4.712)] [KD 5.528 (5.708)] 2024-10-12 05:14:06,629 - Train: 20.23% [253100/1251000] [202.3/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002710] [CE 4.435 (4.684)] [KD 5.654 (5.748)] 2024-10-12 05:14:12,372 - Train: 20.24% [253150/1251000] [202.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002710] [CE 4.703 (4.725)] [KD 5.805 (5.810)] 2024-10-12 05:14:18,282 - Train: 20.24% [253200/1251000] [202.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002710] [CE 4.829 (4.788)] [KD 5.824 (5.730)] 2024-10-12 05:14:24,294 - Train: 20.24% [253250/1251000] [202.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002710] [CE 5.154 (4.715)] [KD 5.882 (5.772)] 2024-10-12 05:14:30,062 - Train: 20.25% [253300/1251000] [202.5/1000.0] [batch_t 0.121 (0.115)] [data_t 0.002] [optim_t 0.118] [lr 0.002710] [CE 4.851 (4.729)] [KD 5.761 (5.720)] 2024-10-12 05:14:36,091 - Train: 20.25% [253350/1251000] [202.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002709] [CE 4.656 (4.717)] [KD 5.533 (5.726)] 2024-10-12 05:14:41,973 - Train: 20.26% [253400/1251000] [202.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002709] [CE 4.528 (4.751)] [KD 5.336 (5.777)] 2024-10-12 05:14:47,772 - Train: 20.26% [253450/1251000] [202.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002709] [CE 4.977 (4.758)] [KD 5.816 (5.704)] 2024-10-12 05:14:53,571 - Train: 20.26% [253500/1251000] [202.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002709] [CE 4.497 (4.674)] [KD 5.472 (5.619)] 2024-10-12 05:14:59,892 - Train: 20.27% [253550/1251000] [202.7/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.002709] [CE 4.858 (4.673)] [KD 5.549 (5.612)] 2024-10-12 05:15:05,702 - Train: 20.27% [253600/1251000] [202.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002709] [CE 4.696 (4.785)] [KD 5.772 (5.728)] 2024-10-12 05:15:11,666 - Train: 20.28% [253650/1251000] [202.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002709] [CE 4.613 (4.706)] [KD 5.603 (5.674)] 2024-10-12 05:15:17,581 - Train: 20.28% [253700/1251000] [202.8/1000.0] [batch_t 0.124 (0.118)] [data_t 0.002] [optim_t 0.121] [lr 0.002709] [CE 4.961 (4.676)] [KD 5.927 (5.723)] 2024-10-12 05:15:23,455 - Train: 20.28% [253750/1251000] [202.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002709] [CE 4.494 (4.757)] [KD 5.433 (5.733)] 2024-10-12 05:15:29,712 - Train: 20.29% [253800/1251000] [202.9/1000.0] [batch_t 0.236 (0.125)] [data_t 0.003] [optim_t 0.233] [lr 0.002708] [CE 4.568 (4.708)] [KD 5.634 (5.692)] 2024-10-12 05:15:35,622 - Train: 20.29% [253850/1251000] [202.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002708] [CE 5.177 (4.635)] [KD 5.596 (5.728)] 2024-10-12 05:15:41,428 - Train: 20.30% [253900/1251000] [203.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002708] [CE 4.923 (4.760)] [KD 5.925 (5.759)] 2024-10-12 05:15:47,329 - Train: 20.30% [253950/1251000] [203.0/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002708] [CE 4.975 (4.664)] [KD 5.884 (5.757)] 2024-10-12 05:15:52,618 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 31643] [top5_cnt 42739] [top_all 50000] 2024-10-12 05:15:52,619 - net: 63.286 (85.478) 2024-10-12 05:15:57,687 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35349] [top5_cnt 44910] [top_all 50000] 2024-10-12 05:15:57,687 - net_E: 70.698 (89.820) 2024-10-12 05:15:57,840 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.746 (epoch: 202)] 2024-10-12 05:15:57,841 - ==> Total time: 8:38:10 Eta: 1 day, 9:54:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:16:04,873 - Train: 20.30% [254000/1251000] [203.0/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.002708] [CE 4.409 (4.717)] [KD 5.459 (5.730)] 2024-10-12 05:16:10,941 - Train: 20.31% [254050/1251000] [203.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002708] [CE 4.814 (4.718)] [KD 5.665 (5.708)] 2024-10-12 05:16:16,671 - Train: 20.31% [254100/1251000] [203.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002708] [CE 4.618 (4.746)] [KD 5.639 (5.703)] 2024-10-12 05:16:22,794 - Train: 20.32% [254150/1251000] [203.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002708] [CE 4.810 (4.646)] [KD 5.673 (5.660)] 2024-10-12 05:16:28,848 - Train: 20.32% [254200/1251000] [203.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002708] [CE 4.770 (4.759)] [KD 5.603 (5.747)] 2024-10-12 05:16:34,614 - Train: 20.32% [254250/1251000] [203.2/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002707] [CE 4.802 (4.683)] [KD 6.243 (5.651)] 2024-10-12 05:16:40,381 - Train: 20.33% [254300/1251000] [203.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002707] [CE 5.181 (4.731)] [KD 5.924 (5.708)] 2024-10-12 05:16:46,471 - Train: 20.33% [254350/1251000] [203.3/1000.0] [batch_t 0.270 (0.122)] [data_t 0.002] [optim_t 0.267] [lr 0.002707] [CE 4.882 (4.738)] [KD 5.821 (5.822)] 2024-10-12 05:16:52,349 - Train: 20.34% [254400/1251000] [203.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002707] [CE 4.814 (4.706)] [KD 5.494 (5.752)] 2024-10-12 05:16:58,235 - Train: 20.34% [254450/1251000] [203.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002707] [CE 5.082 (4.828)] [KD 5.784 (5.887)] 2024-10-12 05:17:04,165 - Train: 20.34% [254500/1251000] [203.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002707] [CE 4.699 (4.755)] [KD 5.776 (5.788)] 2024-10-12 05:17:10,057 - Train: 20.35% [254550/1251000] [203.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002707] [CE 4.418 (4.704)] [KD 5.555 (5.680)] 2024-10-12 05:17:16,197 - Train: 20.35% [254600/1251000] [203.5/1000.0] [batch_t 0.246 (0.123)] [data_t 0.003] [optim_t 0.243] [lr 0.002707] [CE 4.808 (4.728)] [KD 5.779 (5.726)] 2024-10-12 05:17:21,883 - Train: 20.36% [254650/1251000] [203.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002707] [CE 4.496 (4.730)] [KD 5.770 (5.748)] 2024-10-12 05:17:27,829 - Train: 20.36% [254700/1251000] [203.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002706] [CE 5.020 (4.715)] [KD 6.081 (5.754)] 2024-10-12 05:17:33,659 - Train: 20.36% [254750/1251000] [203.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002706] [CE 4.510 (4.710)] [KD 5.658 (5.759)] 2024-10-12 05:17:39,443 - Train: 20.37% [254800/1251000] [203.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002706] [CE 4.659 (4.669)] [KD 5.721 (5.657)] 2024-10-12 05:17:45,233 - Train: 20.37% [254850/1251000] [203.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002706] [CE 5.138 (4.715)] [KD 5.662 (5.705)] 2024-10-12 05:17:51,313 - Train: 20.38% [254900/1251000] [203.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002706] [CE 4.531 (4.748)] [KD 5.517 (5.842)] 2024-10-12 05:17:57,204 - Train: 20.38% [254950/1251000] [203.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002706] [CE 5.056 (4.718)] [KD 5.610 (5.713)] 2024-10-12 05:18:03,249 - Train: 20.38% [255000/1251000] [203.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002706] [CE 5.135 (4.747)] [KD 6.184 (5.751)] 2024-10-12 05:18:09,134 - Train: 20.39% [255050/1251000] [203.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002706] [CE 5.139 (4.792)] [KD 5.915 (5.758)] 2024-10-12 05:18:14,987 - Train: 20.39% [255100/1251000] [203.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002706] [CE 5.102 (4.801)] [KD 6.146 (5.848)] 2024-10-12 05:18:20,794 - Train: 20.40% [255150/1251000] [204.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002705] [CE 4.578 (4.787)] [KD 5.820 (5.792)] 2024-10-12 05:18:26,622 - Train: 20.40% [255200/1251000] [204.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002705] [CE 4.599 (4.721)] [KD 5.538 (5.788)] 2024-10-12 05:18:31,894 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31168] [top5_cnt 42381] [top_all 50000] 2024-10-12 05:18:31,895 - net: 62.336 (84.762) 2024-10-12 05:18:36,863 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35338] [top5_cnt 44933] [top_all 50000] 2024-10-12 05:18:36,864 - net_E: 70.676 (89.866) 2024-10-12 05:18:37,005 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.746 (epoch: 202)] 2024-10-12 05:18:37,005 - ==> Total time: 8:40:49 Eta: 1 day, 9:52:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:18:44,280 - Train: 20.40% [255250/1251000] [204.0/1000.0] [batch_t 0.117 (0.130)] [data_t 0.003] [optim_t 0.114] [lr 0.002705] [CE 4.597 (4.772)] [KD 5.338 (5.705)] 2024-10-12 05:18:50,340 - Train: 20.41% [255300/1251000] [204.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002705] [CE 4.859 (4.744)] [KD 5.614 (5.793)] 2024-10-12 05:18:56,138 - Train: 20.41% [255350/1251000] [204.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002705] [CE 4.506 (4.722)] [KD 5.385 (5.687)] 2024-10-12 05:19:01,896 - Train: 20.42% [255400/1251000] [204.2/1000.0] [batch_t 0.118 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002705] [CE 4.684 (4.631)] [KD 5.811 (5.688)] 2024-10-12 05:19:07,959 - Train: 20.42% [255450/1251000] [204.2/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002705] [CE 4.811 (4.745)] [KD 5.838 (5.758)] 2024-10-12 05:19:13,695 - Train: 20.42% [255500/1251000] [204.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002705] [CE 4.260 (4.675)] [KD 5.565 (5.739)] 2024-10-12 05:19:19,565 - Train: 20.43% [255550/1251000] [204.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002705] [CE 4.551 (4.668)] [KD 5.632 (5.659)] 2024-10-12 05:19:25,492 - Train: 20.43% [255600/1251000] [204.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002704] [CE 4.492 (4.674)] [KD 5.595 (5.694)] 2024-10-12 05:19:31,377 - Train: 20.44% [255650/1251000] [204.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002704] [CE 5.267 (4.651)] [KD 5.636 (5.767)] 2024-10-12 05:19:37,575 - Train: 20.44% [255700/1251000] [204.4/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002704] [CE 4.558 (4.736)] [KD 5.629 (5.684)] 2024-10-12 05:19:43,504 - Train: 20.44% [255750/1251000] [204.4/1000.0] [batch_t 0.123 (0.118)] [data_t 0.002] [optim_t 0.121] [lr 0.002704] [CE 4.661 (4.737)] [KD 6.039 (5.661)] 2024-10-12 05:19:49,343 - Train: 20.45% [255800/1251000] [204.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002704] [CE 4.847 (4.756)] [KD 5.939 (5.818)] 2024-10-12 05:19:55,334 - Train: 20.45% [255850/1251000] [204.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002704] [CE 4.980 (4.724)] [KD 5.593 (5.744)] 2024-10-12 05:20:01,157 - Train: 20.46% [255900/1251000] [204.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002704] [CE 4.867 (4.689)] [KD 5.795 (5.686)] 2024-10-12 05:20:07,175 - Train: 20.46% [255950/1251000] [204.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002704] [CE 4.480 (4.749)] [KD 5.514 (5.723)] 2024-10-12 05:20:13,289 - Train: 20.46% [256000/1251000] [204.6/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002704] [CE 4.600 (4.744)] [KD 5.607 (5.720)] 2024-10-12 05:20:19,339 - Train: 20.47% [256050/1251000] [204.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002703] [CE 4.340 (4.696)] [KD 5.782 (5.676)] 2024-10-12 05:20:25,427 - Train: 20.47% [256100/1251000] [204.7/1000.0] [batch_t 0.254 (0.122)] [data_t 0.003] [optim_t 0.251] [lr 0.002703] [CE 4.593 (4.764)] [KD 5.417 (5.682)] 2024-10-12 05:20:31,445 - Train: 20.48% [256150/1251000] [204.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002703] [CE 4.592 (4.725)] [KD 5.790 (5.680)] 2024-10-12 05:20:37,356 - Train: 20.48% [256200/1251000] [204.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002703] [CE 4.687 (4.753)] [KD 5.580 (5.758)] 2024-10-12 05:20:43,218 - Train: 20.48% [256250/1251000] [204.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002703] [CE 4.784 (4.721)] [KD 5.765 (5.777)] 2024-10-12 05:20:49,327 - Train: 20.49% [256300/1251000] [204.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002703] [CE 4.597 (4.667)] [KD 5.907 (5.751)] 2024-10-12 05:20:55,456 - Train: 20.49% [256350/1251000] [204.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002703] [CE 4.747 (4.686)] [KD 5.476 (5.758)] 2024-10-12 05:21:01,505 - Train: 20.50% [256400/1251000] [205.0/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002703] [CE 4.284 (4.633)] [KD 5.897 (5.714)] 2024-10-12 05:21:07,489 - Train: 20.50% [256450/1251000] [205.0/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002703] [CE 4.366 (4.738)] [KD 5.614 (5.677)] 2024-10-12 05:21:12,985 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 30982] [top5_cnt 42216] [top_all 50000] 2024-10-12 05:21:12,985 - net: 61.964 (84.432) 2024-10-12 05:21:17,846 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.090)] [top1_cnt 35379] [top5_cnt 44925] [top_all 50000] 2024-10-12 05:21:17,847 - net_E: 70.758 (89.850) 2024-10-12 05:21:17,984 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.758 (epoch: 205)] 2024-10-12 05:21:17,984 - ==> Total time: 8:43:30 Eta: 1 day, 9:50:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:21:26,454 - Train: 20.50% [256500/1251000] [205.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002702] [CE 4.399 (4.808)] [KD 5.642 (5.726)] 2024-10-12 05:21:32,429 - Train: 20.51% [256550/1251000] [205.1/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002702] [CE 4.945 (4.685)] [KD 5.877 (5.629)] 2024-10-12 05:21:38,274 - Train: 20.51% [256600/1251000] [205.1/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002702] [CE 4.654 (4.706)] [KD 5.264 (5.726)] 2024-10-12 05:21:44,260 - Train: 20.52% [256650/1251000] [205.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002702] [CE 4.855 (4.687)] [KD 5.903 (5.685)] 2024-10-12 05:21:50,147 - Train: 20.52% [256700/1251000] [205.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002702] [CE 4.880 (4.714)] [KD 5.979 (5.682)] 2024-10-12 05:21:55,860 - Train: 20.52% [256750/1251000] [205.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002702] [CE 4.692 (4.749)] [KD 5.742 (5.636)] 2024-10-12 05:22:01,695 - Train: 20.53% [256800/1251000] [205.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002702] [CE 4.449 (4.711)] [KD 5.494 (5.689)] 2024-10-12 05:22:07,838 - Train: 20.53% [256850/1251000] [205.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002702] [CE 4.562 (4.711)] [KD 5.686 (5.725)] 2024-10-12 05:22:13,808 - Train: 20.54% [256900/1251000] [205.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002702] [CE 5.290 (4.747)] [KD 6.033 (5.734)] 2024-10-12 05:22:19,725 - Train: 20.54% [256950/1251000] [205.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002701] [CE 4.570 (4.709)] [KD 5.524 (5.673)] 2024-10-12 05:22:25,773 - Train: 20.54% [257000/1251000] [205.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002701] [CE 4.660 (4.645)] [KD 5.482 (5.687)] 2024-10-12 05:22:31,676 - Train: 20.55% [257050/1251000] [205.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002701] [CE 5.035 (4.723)] [KD 5.765 (5.661)] 2024-10-12 05:22:37,473 - Train: 20.55% [257100/1251000] [205.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002701] [CE 4.302 (4.766)] [KD 5.293 (5.750)] 2024-10-12 05:22:43,302 - Train: 20.56% [257150/1251000] [205.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002701] [CE 4.936 (4.737)] [KD 5.620 (5.597)] 2024-10-12 05:22:49,216 - Train: 20.56% [257200/1251000] [205.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002701] [CE 5.159 (4.751)] [KD 5.843 (5.718)] 2024-10-12 05:22:55,126 - Train: 20.56% [257250/1251000] [205.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002701] [CE 4.307 (4.754)] [KD 5.486 (5.818)] 2024-10-12 05:23:00,998 - Train: 20.57% [257300/1251000] [205.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002701] [CE 4.651 (4.749)] [KD 5.523 (5.757)] 2024-10-12 05:23:06,703 - Train: 20.57% [257350/1251000] [205.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002701] [CE 4.578 (4.687)] [KD 5.460 (5.702)] 2024-10-12 05:23:12,841 - Train: 20.58% [257400/1251000] [205.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002700] [CE 4.662 (4.741)] [KD 5.719 (5.720)] 2024-10-12 05:23:18,764 - Train: 20.58% [257450/1251000] [205.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002700] [CE 4.492 (4.776)] [KD 5.376 (5.688)] 2024-10-12 05:23:24,643 - Train: 20.58% [257500/1251000] [205.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002700] [CE 4.794 (4.736)] [KD 5.807 (5.685)] 2024-10-12 05:23:30,500 - Train: 20.59% [257550/1251000] [205.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002700] [CE 4.808 (4.681)] [KD 5.932 (5.630)] 2024-10-12 05:23:36,466 - Train: 20.59% [257600/1251000] [205.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002700] [CE 4.865 (4.740)] [KD 5.591 (5.740)] 2024-10-12 05:23:42,431 - Train: 20.60% [257650/1251000] [206.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002700] [CE 4.747 (4.779)] [KD 5.635 (5.778)] 2024-10-12 05:23:48,459 - Train: 20.60% [257700/1251000] [206.0/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002700] [CE 4.706 (4.760)] [KD 5.629 (5.806)] 2024-10-12 05:23:54,052 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32014] [top5_cnt 42939] [top_all 50000] 2024-10-12 05:23:54,052 - net: 64.028 (85.878) 2024-10-12 05:23:59,022 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35420] [top5_cnt 44943] [top_all 50000] 2024-10-12 05:23:59,023 - net_E: 70.840 (89.886) 2024-10-12 05:23:59,179 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.840 (epoch: 206)] 2024-10-12 05:23:59,180 - ==> Total time: 8:46:11 Eta: 1 day, 9:48:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:24:07,256 - Train: 20.60% [257750/1251000] [206.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002700] [CE 5.275 (4.739)] [KD 6.100 (5.651)] 2024-10-12 05:24:13,370 - Train: 20.61% [257800/1251000] [206.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002700] [CE 3.981 (4.697)] [KD 5.210 (5.641)] 2024-10-12 05:24:19,153 - Train: 20.61% [257850/1251000] [206.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002699] [CE 4.707 (4.636)] [KD 5.516 (5.602)] 2024-10-12 05:24:25,203 - Train: 20.62% [257900/1251000] [206.2/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002699] [CE 4.836 (4.747)] [KD 5.759 (5.696)] 2024-10-12 05:24:31,055 - Train: 20.62% [257950/1251000] [206.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002699] [CE 4.131 (4.712)] [KD 5.421 (5.721)] 2024-10-12 05:24:36,806 - Train: 20.62% [258000/1251000] [206.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002699] [CE 4.451 (4.764)] [KD 5.490 (5.743)] 2024-10-12 05:24:42,788 - Train: 20.63% [258050/1251000] [206.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002699] [CE 5.075 (4.792)] [KD 5.999 (5.726)] 2024-10-12 05:24:48,523 - Train: 20.63% [258100/1251000] [206.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002699] [CE 5.168 (4.725)] [KD 6.091 (5.737)] 2024-10-12 05:24:54,393 - Train: 20.64% [258150/1251000] [206.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002699] [CE 4.711 (4.663)] [KD 5.956 (5.719)] 2024-10-12 05:25:00,260 - Train: 20.64% [258200/1251000] [206.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002699] [CE 4.971 (4.705)] [KD 5.902 (5.724)] 2024-10-12 05:25:06,240 - Train: 20.64% [258250/1251000] [206.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002699] [CE 4.717 (4.707)] [KD 5.698 (5.625)] 2024-10-12 05:25:12,047 - Train: 20.65% [258300/1251000] [206.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002698] [CE 5.056 (4.674)] [KD 5.772 (5.640)] 2024-10-12 05:25:17,865 - Train: 20.65% [258350/1251000] [206.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002698] [CE 4.563 (4.720)] [KD 5.781 (5.724)] 2024-10-12 05:25:23,578 - Train: 20.66% [258400/1251000] [206.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002698] [CE 4.598 (4.678)] [KD 5.833 (5.680)] 2024-10-12 05:25:29,484 - Train: 20.66% [258450/1251000] [206.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002698] [CE 4.618 (4.751)] [KD 5.862 (5.707)] 2024-10-12 05:25:35,290 - Train: 20.66% [258500/1251000] [206.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002698] [CE 4.089 (4.708)] [KD 5.265 (5.682)] 2024-10-12 05:25:41,417 - Train: 20.67% [258550/1251000] [206.7/1000.0] [batch_t 0.126 (0.122)] [data_t 0.003] [optim_t 0.123] [lr 0.002698] [CE 4.940 (4.801)] [KD 5.945 (5.760)] 2024-10-12 05:25:47,314 - Train: 20.67% [258600/1251000] [206.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002698] [CE 4.664 (4.766)] [KD 5.928 (5.750)] 2024-10-12 05:25:53,335 - Train: 20.68% [258650/1251000] [206.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002698] [CE 4.508 (4.735)] [KD 5.541 (5.716)] 2024-10-12 05:25:59,070 - Train: 20.68% [258700/1251000] [206.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002697] [CE 5.159 (4.758)] [KD 6.043 (5.793)] 2024-10-12 05:26:05,090 - Train: 20.68% [258750/1251000] [206.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002697] [CE 4.597 (4.733)] [KD 6.157 (5.787)] 2024-10-12 05:26:11,011 - Train: 20.69% [258800/1251000] [206.9/1000.0] [batch_t 0.235 (0.118)] [data_t 0.002] [optim_t 0.233] [lr 0.002697] [CE 5.123 (4.779)] [KD 5.838 (5.803)] 2024-10-12 05:26:16,773 - Train: 20.69% [258850/1251000] [206.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002697] [CE 5.241 (4.771)] [KD 6.261 (5.805)] 2024-10-12 05:26:22,845 - Train: 20.70% [258900/1251000] [207.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002697] [CE 4.715 (4.722)] [KD 5.777 (5.753)] 2024-10-12 05:26:28,550 - Train: 20.70% [258950/1251000] [207.0/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.002697] [CE 5.101 (4.735)] [KD 5.895 (5.710)] 2024-10-12 05:26:34,304 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32036] [top5_cnt 43006] [top_all 50000] 2024-10-12 05:26:34,304 - net: 64.072 (86.012) 2024-10-12 05:26:39,278 - Test (net_E): 100.00% [50/50] [batch_t 0.017 (0.092)] [top1_cnt 35423] [top5_cnt 44924] [top_all 50000] 2024-10-12 05:26:39,279 - net_E: 70.846 (89.848) 2024-10-12 05:26:39,405 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.846 (epoch: 207)] 2024-10-12 05:26:39,405 - ==> Total time: 8:48:52 Eta: 1 day, 9:46:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:26:47,754 - Train: 20.70% [259000/1251000] [207.0/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002697] [CE 4.600 (4.659)] [KD 5.696 (5.652)] 2024-10-12 05:26:53,570 - Train: 20.71% [259050/1251000] [207.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002697] [CE 4.930 (4.681)] [KD 5.457 (5.642)] 2024-10-12 05:26:59,553 - Train: 20.71% [259100/1251000] [207.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002697] [CE 4.749 (4.686)] [KD 5.550 (5.622)] 2024-10-12 05:27:05,405 - Train: 20.72% [259150/1251000] [207.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002696] [CE 4.898 (4.667)] [KD 5.547 (5.583)] 2024-10-12 05:27:11,106 - Train: 20.72% [259200/1251000] [207.2/1000.0] [batch_t 0.119 (0.114)] [data_t 0.003] [optim_t 0.117] [lr 0.002696] [CE 5.051 (4.750)] [KD 5.658 (5.738)] 2024-10-12 05:27:16,956 - Train: 20.72% [259250/1251000] [207.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002696] [CE 5.139 (4.705)] [KD 6.115 (5.638)] 2024-10-12 05:27:23,080 - Train: 20.73% [259300/1251000] [207.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002696] [CE 4.871 (4.754)] [KD 5.892 (5.685)] 2024-10-12 05:27:28,924 - Train: 20.73% [259350/1251000] [207.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002696] [CE 4.827 (4.777)] [KD 5.582 (5.667)] 2024-10-12 05:27:34,907 - Train: 20.74% [259400/1251000] [207.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002696] [CE 5.004 (4.739)] [KD 5.516 (5.741)] 2024-10-12 05:27:40,617 - Train: 20.74% [259450/1251000] [207.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002696] [CE 4.434 (4.745)] [KD 5.347 (5.760)] 2024-10-12 05:27:46,332 - Train: 20.74% [259500/1251000] [207.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002696] [CE 4.458 (4.717)] [KD 5.523 (5.784)] 2024-10-12 05:27:52,166 - Train: 20.75% [259550/1251000] [207.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002696] [CE 5.099 (4.804)] [KD 5.732 (5.828)] 2024-10-12 05:27:58,127 - Train: 20.75% [259600/1251000] [207.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002695] [CE 4.946 (4.760)] [KD 5.810 (5.773)] 2024-10-12 05:28:04,030 - Train: 20.76% [259650/1251000] [207.6/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002695] [CE 4.176 (4.660)] [KD 5.321 (5.683)] 2024-10-12 05:28:10,050 - Train: 20.76% [259700/1251000] [207.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002695] [CE 4.028 (4.638)] [KD 5.301 (5.659)] 2024-10-12 05:28:16,051 - Train: 20.76% [259750/1251000] [207.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002695] [CE 5.100 (4.680)] [KD 5.767 (5.631)] 2024-10-12 05:28:21,857 - Train: 20.77% [259800/1251000] [207.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002695] [CE 4.821 (4.730)] [KD 5.666 (5.718)] 2024-10-12 05:28:27,818 - Train: 20.77% [259850/1251000] [207.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002695] [CE 5.059 (4.717)] [KD 5.989 (5.691)] 2024-10-12 05:28:33,645 - Train: 20.78% [259900/1251000] [207.8/1000.0] [batch_t 0.124 (0.116)] [data_t 0.003] [optim_t 0.122] [lr 0.002695] [CE 4.745 (4.743)] [KD 5.739 (5.756)] 2024-10-12 05:28:39,639 - Train: 20.78% [259950/1251000] [207.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002695] [CE 4.779 (4.732)] [KD 5.989 (5.719)] 2024-10-12 05:28:45,554 - Train: 20.78% [260000/1251000] [207.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002695] [CE 4.532 (4.724)] [KD 5.533 (5.721)] 2024-10-12 05:28:51,370 - Train: 20.79% [260050/1251000] [207.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002694] [CE 4.922 (4.673)] [KD 5.734 (5.665)] 2024-10-12 05:28:57,248 - Train: 20.79% [260100/1251000] [207.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002694] [CE 4.141 (4.744)] [KD 5.320 (5.644)] 2024-10-12 05:29:03,369 - Train: 20.80% [260150/1251000] [208.0/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002694] [CE 4.442 (4.744)] [KD 5.585 (5.672)] 2024-10-12 05:29:09,299 - Train: 20.80% [260200/1251000] [208.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002694] [CE 5.135 (4.792)] [KD 5.874 (5.793)] 2024-10-12 05:29:15,239 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 31633] [top5_cnt 42633] [top_all 50000] 2024-10-12 05:29:15,240 - net: 63.266 (85.266) 2024-10-12 05:29:20,197 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 35457] [top5_cnt 44940] [top_all 50000] 2024-10-12 05:29:20,197 - net_E: 70.914 (89.880) 2024-10-12 05:29:20,353 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.914 (epoch: 208)] 2024-10-12 05:29:20,353 - ==> Total time: 8:51:33 Eta: 1 day, 9:43:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:29:28,721 - Train: 20.80% [260250/1251000] [208.0/1000.0] [batch_t 0.117 (0.128)] [data_t 0.002] [optim_t 0.115] [lr 0.002694] [CE 4.957 (4.767)] [KD 5.567 (5.697)] 2024-10-12 05:29:34,803 - Train: 20.81% [260300/1251000] [208.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002694] [CE 5.061 (4.768)] [KD 5.857 (5.747)] 2024-10-12 05:29:40,671 - Train: 20.81% [260350/1251000] [208.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002694] [CE 4.288 (4.749)] [KD 5.187 (5.703)] 2024-10-12 05:29:46,700 - Train: 20.82% [260400/1251000] [208.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002694] [CE 4.494 (4.728)] [KD 5.729 (5.705)] 2024-10-12 05:29:53,026 - Train: 20.82% [260450/1251000] [208.2/1000.0] [batch_t 0.121 (0.126)] [data_t 0.002] [optim_t 0.119] [lr 0.002694] [CE 4.584 (4.691)] [KD 5.589 (5.645)] 2024-10-12 05:29:59,253 - Train: 20.82% [260500/1251000] [208.2/1000.0] [batch_t 0.121 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002693] [CE 4.502 (4.646)] [KD 5.807 (5.657)] 2024-10-12 05:30:05,284 - Train: 20.83% [260550/1251000] [208.3/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002693] [CE 4.935 (4.652)] [KD 5.890 (5.710)] 2024-10-12 05:30:11,366 - Train: 20.83% [260600/1251000] [208.3/1000.0] [batch_t 0.126 (0.122)] [data_t 0.002] [optim_t 0.124] [lr 0.002693] [CE 4.719 (4.718)] [KD 5.900 (5.780)] 2024-10-12 05:30:17,326 - Train: 20.84% [260650/1251000] [208.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002693] [CE 4.480 (4.759)] [KD 5.700 (5.778)] 2024-10-12 05:30:23,736 - Train: 20.84% [260700/1251000] [208.4/1000.0] [batch_t 0.116 (0.128)] [data_t 0.003] [optim_t 0.114] [lr 0.002693] [CE 4.940 (4.760)] [KD 6.165 (5.805)] 2024-10-12 05:30:29,789 - Train: 20.84% [260750/1251000] [208.4/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002693] [CE 4.998 (4.781)] [KD 5.736 (5.713)] 2024-10-12 05:30:35,823 - Train: 20.85% [260800/1251000] [208.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002693] [CE 4.373 (4.729)] [KD 5.787 (5.665)] 2024-10-12 05:30:41,915 - Train: 20.85% [260850/1251000] [208.5/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.002693] [CE 4.681 (4.761)] [KD 5.862 (5.822)] 2024-10-12 05:30:48,061 - Train: 20.86% [260900/1251000] [208.6/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.121] [lr 0.002693] [CE 5.057 (4.769)] [KD 5.822 (5.770)] 2024-10-12 05:30:54,009 - Train: 20.86% [260950/1251000] [208.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002692] [CE 4.975 (4.744)] [KD 5.631 (5.763)] 2024-10-12 05:31:00,264 - Train: 20.86% [261000/1251000] [208.6/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002692] [CE 4.799 (4.736)] [KD 6.074 (5.701)] 2024-10-12 05:31:06,282 - Train: 20.87% [261050/1251000] [208.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002692] [CE 4.367 (4.731)] [KD 5.512 (5.745)] 2024-10-12 05:31:12,279 - Train: 20.87% [261100/1251000] [208.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002692] [CE 4.659 (4.651)] [KD 5.671 (5.604)] 2024-10-12 05:31:18,467 - Train: 20.88% [261150/1251000] [208.8/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002692] [CE 4.407 (4.680)] [KD 5.627 (5.616)] 2024-10-12 05:31:24,451 - Train: 20.88% [261200/1251000] [208.8/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.002692] [CE 5.078 (4.724)] [KD 5.832 (5.702)] 2024-10-12 05:31:30,545 - Train: 20.88% [261250/1251000] [208.8/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002692] [CE 4.902 (4.764)] [KD 5.779 (5.679)] 2024-10-12 05:31:36,649 - Train: 20.89% [261300/1251000] [208.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002692] [CE 4.839 (4.694)] [KD 5.540 (5.702)] 2024-10-12 05:31:42,785 - Train: 20.89% [261350/1251000] [208.9/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002691] [CE 4.884 (4.677)] [KD 5.908 (5.725)] 2024-10-12 05:31:48,842 - Train: 20.90% [261400/1251000] [209.0/1000.0] [batch_t 0.245 (0.121)] [data_t 0.003] [optim_t 0.243] [lr 0.002691] [CE 4.556 (4.784)] [KD 5.437 (5.732)] 2024-10-12 05:31:54,863 - Train: 20.90% [261450/1251000] [209.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002691] [CE 4.690 (4.748)] [KD 5.523 (5.729)] 2024-10-12 05:32:00,794 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 31468] [top5_cnt 42561] [top_all 50000] 2024-10-12 05:32:00,794 - net: 62.936 (85.122) 2024-10-12 05:32:05,900 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 35456] [top5_cnt 44934] [top_all 50000] 2024-10-12 05:32:05,901 - net_E: 70.912 (89.868) 2024-10-12 05:32:06,033 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.914 (epoch: 208)] 2024-10-12 05:32:06,034 - ==> Total time: 8:54:18 Eta: 1 day, 9:42:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:32:12,550 - Train: 20.90% [261500/1251000] [209.0/1000.0] [batch_t 0.120 (0.134)] [data_t 0.002] [optim_t 0.117] [lr 0.002691] [CE 4.653 (4.737)] [KD 5.610 (5.639)] 2024-10-12 05:32:18,503 - Train: 20.91% [261550/1251000] [209.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002691] [CE 4.736 (4.700)] [KD 5.660 (5.692)] 2024-10-12 05:32:24,758 - Train: 20.91% [261600/1251000] [209.1/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002691] [CE 4.943 (4.648)] [KD 5.756 (5.647)] 2024-10-12 05:32:30,570 - Train: 20.92% [261650/1251000] [209.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002691] [CE 4.553 (4.662)] [KD 5.519 (5.596)] 2024-10-12 05:32:36,629 - Train: 20.92% [261700/1251000] [209.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002691] [CE 4.694 (4.639)] [KD 5.538 (5.611)] 2024-10-12 05:32:42,435 - Train: 20.92% [261750/1251000] [209.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002691] [CE 4.378 (4.644)] [KD 5.578 (5.612)] 2024-10-12 05:32:48,489 - Train: 20.93% [261800/1251000] [209.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002690] [CE 4.749 (4.758)] [KD 5.643 (5.737)] 2024-10-12 05:32:54,387 - Train: 20.93% [261850/1251000] [209.3/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002690] [CE 4.596 (4.695)] [KD 5.287 (5.682)] 2024-10-12 05:33:00,318 - Train: 20.94% [261900/1251000] [209.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002690] [CE 5.032 (4.764)] [KD 5.634 (5.682)] 2024-10-12 05:33:06,209 - Train: 20.94% [261950/1251000] [209.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002690] [CE 4.560 (4.626)] [KD 5.922 (5.663)] 2024-10-12 05:33:12,173 - Train: 20.94% [262000/1251000] [209.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002690] [CE 4.648 (4.771)] [KD 5.741 (5.759)] 2024-10-12 05:33:18,150 - Train: 20.95% [262050/1251000] [209.5/1000.0] [batch_t 0.128 (0.119)] [data_t 0.002] [optim_t 0.126] [lr 0.002690] [CE 4.611 (4.706)] [KD 5.672 (5.876)] 2024-10-12 05:33:24,104 - Train: 20.95% [262100/1251000] [209.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002690] [CE 4.204 (4.785)] [KD 5.940 (5.837)] 2024-10-12 05:33:30,182 - Train: 20.96% [262150/1251000] [209.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002690] [CE 3.976 (4.736)] [KD 5.291 (5.686)] 2024-10-12 05:33:36,162 - Train: 20.96% [262200/1251000] [209.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002690] [CE 4.943 (4.803)] [KD 5.725 (5.705)] 2024-10-12 05:33:42,259 - Train: 20.96% [262250/1251000] [209.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002689] [CE 4.714 (4.756)] [KD 5.561 (5.841)] 2024-10-12 05:33:48,127 - Train: 20.97% [262300/1251000] [209.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002689] [CE 5.228 (4.731)] [KD 6.146 (5.662)] 2024-10-12 05:33:53,998 - Train: 20.97% [262350/1251000] [209.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002689] [CE 4.482 (4.712)] [KD 5.977 (5.812)] 2024-10-12 05:33:59,989 - Train: 20.98% [262400/1251000] [209.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002689] [CE 4.150 (4.743)] [KD 5.579 (5.740)] 2024-10-12 05:34:06,159 - Train: 20.98% [262450/1251000] [209.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002689] [CE 4.928 (4.783)] [KD 5.826 (5.738)] 2024-10-12 05:34:12,026 - Train: 20.98% [262500/1251000] [209.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002689] [CE 4.346 (4.746)] [KD 5.487 (5.641)] 2024-10-12 05:34:18,129 - Train: 20.99% [262550/1251000] [209.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002689] [CE 4.876 (4.690)] [KD 5.873 (5.698)] 2024-10-12 05:34:23,941 - Train: 20.99% [262600/1251000] [209.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002689] [CE 4.560 (4.651)] [KD 5.501 (5.663)] 2024-10-12 05:34:30,002 - Train: 21.00% [262650/1251000] [210.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002689] [CE 4.420 (4.697)] [KD 5.860 (5.706)] 2024-10-12 05:34:36,002 - Train: 21.00% [262700/1251000] [210.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002688] [CE 4.554 (4.706)] [KD 5.855 (5.671)] 2024-10-12 05:34:42,158 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 30704] [top5_cnt 42037] [top_all 50000] 2024-10-12 05:34:42,159 - net: 61.408 (84.074) 2024-10-12 05:34:47,110 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35488] [top5_cnt 44904] [top_all 50000] 2024-10-12 05:34:47,111 - net_E: 70.976 (89.808) 2024-10-12 05:34:47,246 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:34:47,246 - ==> Total time: 8:56:59 Eta: 1 day, 9:40:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:34:55,986 - Train: 21.00% [262750/1251000] [210.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002688] [CE 4.393 (4.687)] [KD 5.832 (5.686)] 2024-10-12 05:35:01,862 - Train: 21.01% [262800/1251000] [210.1/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002688] [CE 4.340 (4.727)] [KD 5.588 (5.747)] 2024-10-12 05:35:07,873 - Train: 21.01% [262850/1251000] [210.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002688] [CE 4.635 (4.672)] [KD 5.578 (5.730)] 2024-10-12 05:35:13,594 - Train: 21.02% [262900/1251000] [210.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002688] [CE 4.942 (4.763)] [KD 5.913 (5.685)] 2024-10-12 05:35:19,269 - Train: 21.02% [262950/1251000] [210.2/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.002688] [CE 4.489 (4.755)] [KD 6.086 (5.731)] 2024-10-12 05:35:25,092 - Train: 21.02% [263000/1251000] [210.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002688] [CE 5.401 (4.717)] [KD 5.760 (5.682)] 2024-10-12 05:35:31,149 - Train: 21.03% [263050/1251000] [210.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002688] [CE 4.589 (4.709)] [KD 5.779 (5.683)] 2024-10-12 05:35:37,263 - Train: 21.03% [263100/1251000] [210.3/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002687] [CE 5.018 (4.755)] [KD 5.838 (5.713)] 2024-10-12 05:35:43,254 - Train: 21.04% [263150/1251000] [210.4/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002687] [CE 4.625 (4.769)] [KD 5.838 (5.749)] 2024-10-12 05:35:48,991 - Train: 21.04% [263200/1251000] [210.4/1000.0] [batch_t 0.122 (0.115)] [data_t 0.002] [optim_t 0.120] [lr 0.002687] [CE 4.886 (4.741)] [KD 5.478 (5.576)] 2024-10-12 05:35:54,728 - Train: 21.04% [263250/1251000] [210.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002687] [CE 4.602 (4.735)] [KD 5.707 (5.711)] 2024-10-12 05:36:00,595 - Train: 21.05% [263300/1251000] [210.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002687] [CE 5.002 (4.738)] [KD 5.781 (5.712)] 2024-10-12 05:36:06,341 - Train: 21.05% [263350/1251000] [210.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002687] [CE 4.685 (4.704)] [KD 5.445 (5.726)] 2024-10-12 05:36:12,216 - Train: 21.06% [263400/1251000] [210.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002687] [CE 4.322 (4.670)] [KD 5.697 (5.684)] 2024-10-12 05:36:18,183 - Train: 21.06% [263450/1251000] [210.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002687] [CE 4.788 (4.719)] [KD 5.643 (5.707)] 2024-10-12 05:36:24,030 - Train: 21.06% [263500/1251000] [210.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002687] [CE 4.592 (4.765)] [KD 5.963 (5.761)] 2024-10-12 05:36:30,210 - Train: 21.07% [263550/1251000] [210.7/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002686] [CE 5.201 (4.775)] [KD 5.919 (5.755)] 2024-10-12 05:36:35,970 - Train: 21.07% [263600/1251000] [210.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002686] [CE 4.866 (4.728)] [KD 5.945 (5.682)] 2024-10-12 05:36:41,861 - Train: 21.08% [263650/1251000] [210.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002686] [CE 4.994 (4.666)] [KD 5.659 (5.676)] 2024-10-12 05:36:47,893 - Train: 21.08% [263700/1251000] [210.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002686] [CE 4.782 (4.750)] [KD 5.939 (5.631)] 2024-10-12 05:36:53,694 - Train: 21.08% [263750/1251000] [210.8/1000.0] [batch_t 0.121 (0.116)] [data_t 0.003] [optim_t 0.118] [lr 0.002686] [CE 5.017 (4.661)] [KD 6.198 (5.668)] 2024-10-12 05:36:59,670 - Train: 21.09% [263800/1251000] [210.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002686] [CE 4.520 (4.803)] [KD 6.053 (5.834)] 2024-10-12 05:37:05,454 - Train: 21.09% [263850/1251000] [210.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002686] [CE 4.604 (4.756)] [KD 5.731 (5.799)] 2024-10-12 05:37:11,389 - Train: 21.10% [263900/1251000] [211.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002686] [CE 5.130 (4.775)] [KD 6.155 (5.721)] 2024-10-12 05:37:17,514 - Train: 21.10% [263950/1251000] [211.0/1000.0] [batch_t 0.111 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.002686] [CE 4.644 (4.739)] [KD 5.566 (5.718)] 2024-10-12 05:37:23,543 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31594] [top5_cnt 42655] [top_all 50000] 2024-10-12 05:37:23,544 - net: 63.188 (85.310) 2024-10-12 05:37:28,489 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 35459] [top5_cnt 44922] [top_all 50000] 2024-10-12 05:37:28,489 - net_E: 70.918 (89.844) 2024-10-12 05:37:28,628 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:37:28,629 - ==> Total time: 8:59:41 Eta: 1 day, 9:38:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:37:34,960 - Train: 21.10% [264000/1251000] [211.0/1000.0] [batch_t 0.115 (0.132)] [data_t 0.002] [optim_t 0.112] [lr 0.002685] [CE 4.967 (4.723)] [KD 5.563 (5.639)] 2024-10-12 05:37:40,775 - Train: 21.11% [264050/1251000] [211.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002685] [CE 4.663 (4.739)] [KD 5.619 (5.565)] 2024-10-12 05:37:46,561 - Train: 21.11% [264100/1251000] [211.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002685] [CE 4.384 (4.721)] [KD 5.385 (5.674)] 2024-10-12 05:37:52,626 - Train: 21.12% [264150/1251000] [211.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002685] [CE 5.103 (4.714)] [KD 5.931 (5.682)] 2024-10-12 05:37:58,433 - Train: 21.12% [264200/1251000] [211.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002685] [CE 4.466 (4.809)] [KD 5.595 (5.656)] 2024-10-12 05:38:04,659 - Train: 21.12% [264250/1251000] [211.2/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002685] [CE 5.245 (4.778)] [KD 6.370 (5.709)] 2024-10-12 05:38:10,538 - Train: 21.13% [264300/1251000] [211.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002685] [CE 4.137 (4.741)] [KD 5.532 (5.639)] 2024-10-12 05:38:16,443 - Train: 21.13% [264350/1251000] [211.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002685] [CE 4.935 (4.722)] [KD 5.984 (5.613)] 2024-10-12 05:38:22,333 - Train: 21.14% [264400/1251000] [211.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002685] [CE 4.284 (4.726)] [KD 5.700 (5.773)] 2024-10-12 05:38:28,099 - Train: 21.14% [264450/1251000] [211.4/1000.0] [batch_t 0.121 (0.115)] [data_t 0.003] [optim_t 0.118] [lr 0.002684] [CE 4.509 (4.752)] [KD 5.466 (5.683)] 2024-10-12 05:38:34,005 - Train: 21.14% [264500/1251000] [211.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002684] [CE 5.053 (4.744)] [KD 6.145 (5.663)] 2024-10-12 05:38:40,101 - Train: 21.15% [264550/1251000] [211.5/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002684] [CE 4.635 (4.693)] [KD 5.360 (5.720)] 2024-10-12 05:38:45,854 - Train: 21.15% [264600/1251000] [211.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002684] [CE 4.744 (4.775)] [KD 5.417 (5.825)] 2024-10-12 05:38:51,576 - Train: 21.16% [264650/1251000] [211.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002684] [CE 4.899 (4.705)] [KD 5.819 (5.702)] 2024-10-12 05:38:57,435 - Train: 21.16% [264700/1251000] [211.6/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002684] [CE 4.826 (4.731)] [KD 5.900 (5.680)] 2024-10-12 05:39:03,379 - Train: 21.16% [264750/1251000] [211.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002684] [CE 4.336 (4.761)] [KD 5.792 (5.728)] 2024-10-12 05:39:09,333 - Train: 21.17% [264800/1251000] [211.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002684] [CE 4.550 (4.693)] [KD 5.922 (5.679)] 2024-10-12 05:39:15,135 - Train: 21.17% [264850/1251000] [211.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002683] [CE 5.339 (4.839)] [KD 6.087 (5.880)] 2024-10-12 05:39:20,898 - Train: 21.18% [264900/1251000] [211.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002683] [CE 4.703 (4.766)] [KD 5.675 (5.764)] 2024-10-12 05:39:26,763 - Train: 21.18% [264950/1251000] [211.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002683] [CE 4.758 (4.703)] [KD 5.754 (5.699)] 2024-10-12 05:39:32,679 - Train: 21.18% [265000/1251000] [211.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002683] [CE 4.814 (4.691)] [KD 5.558 (5.670)] 2024-10-12 05:39:38,436 - Train: 21.19% [265050/1251000] [211.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002683] [CE 4.518 (4.721)] [KD 5.386 (5.720)] 2024-10-12 05:39:44,480 - Train: 21.19% [265100/1251000] [211.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002683] [CE 4.980 (4.748)] [KD 5.922 (5.779)] 2024-10-12 05:39:50,410 - Train: 21.20% [265150/1251000] [212.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002683] [CE 5.052 (4.701)] [KD 6.041 (5.744)] 2024-10-12 05:39:56,291 - Train: 21.20% [265200/1251000] [212.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002683] [CE 4.617 (4.684)] [KD 5.775 (5.732)] 2024-10-12 05:40:02,632 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 31625] [top5_cnt 42790] [top_all 50000] 2024-10-12 05:40:02,633 - net: 63.250 (85.580) 2024-10-12 05:40:07,595 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35461] [top5_cnt 44914] [top_all 50000] 2024-10-12 05:40:07,596 - net_E: 70.922 (89.828) 2024-10-12 05:40:07,744 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:40:07,744 - ==> Total time: 9:02:20 Eta: 1 day, 9:35:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:40:13,906 - Train: 21.20% [265250/1251000] [212.0/1000.0] [batch_t 0.116 (0.130)] [data_t 0.002] [optim_t 0.113] [lr 0.002683] [CE 4.653 (4.668)] [KD 5.919 (5.640)] 2024-10-12 05:40:19,741 - Train: 21.21% [265300/1251000] [212.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002682] [CE 4.907 (4.735)] [KD 5.664 (5.722)] 2024-10-12 05:40:25,751 - Train: 21.21% [265350/1251000] [212.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002682] [CE 4.804 (4.751)] [KD 5.607 (5.643)] 2024-10-12 05:40:31,595 - Train: 21.22% [265400/1251000] [212.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002682] [CE 4.792 (4.748)] [KD 5.831 (5.659)] 2024-10-12 05:40:37,607 - Train: 21.22% [265450/1251000] [212.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002682] [CE 4.982 (4.726)] [KD 5.727 (5.641)] 2024-10-12 05:40:43,583 - Train: 21.22% [265500/1251000] [212.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002682] [CE 4.741 (4.720)] [KD 5.881 (5.747)] 2024-10-12 05:40:49,393 - Train: 21.23% [265550/1251000] [212.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002682] [CE 4.654 (4.724)] [KD 5.926 (5.670)] 2024-10-12 05:40:55,232 - Train: 21.23% [265600/1251000] [212.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002682] [CE 4.696 (4.709)] [KD 5.469 (5.783)] 2024-10-12 05:41:01,203 - Train: 21.24% [265650/1251000] [212.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002682] [CE 4.925 (4.692)] [KD 5.889 (5.670)] 2024-10-12 05:41:07,047 - Train: 21.24% [265700/1251000] [212.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002682] [CE 4.880 (4.728)] [KD 6.031 (5.704)] 2024-10-12 05:41:12,978 - Train: 21.24% [265750/1251000] [212.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002681] [CE 4.548 (4.695)] [KD 5.393 (5.700)] 2024-10-12 05:41:18,754 - Train: 21.25% [265800/1251000] [212.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002681] [CE 4.639 (4.695)] [KD 5.809 (5.684)] 2024-10-12 05:41:24,604 - Train: 21.25% [265850/1251000] [212.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002681] [CE 4.676 (4.707)] [KD 5.516 (5.766)] 2024-10-12 05:41:30,561 - Train: 21.25% [265900/1251000] [212.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002681] [CE 4.412 (4.712)] [KD 5.751 (5.714)] 2024-10-12 05:41:36,284 - Train: 21.26% [265950/1251000] [212.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.002681] [CE 4.707 (4.715)] [KD 6.071 (5.800)] 2024-10-12 05:41:42,130 - Train: 21.26% [266000/1251000] [212.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002681] [CE 4.856 (4.730)] [KD 5.519 (5.742)] 2024-10-12 05:41:48,110 - Train: 21.27% [266050/1251000] [212.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002681] [CE 4.660 (4.755)] [KD 5.962 (5.682)] 2024-10-12 05:41:53,976 - Train: 21.27% [266100/1251000] [212.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002681] [CE 4.741 (4.643)] [KD 5.553 (5.686)] 2024-10-12 05:41:59,700 - Train: 21.27% [266150/1251000] [212.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002680] [CE 5.389 (4.748)] [KD 5.776 (5.716)] 2024-10-12 05:42:05,758 - Train: 21.28% [266200/1251000] [212.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002680] [CE 4.799 (4.652)] [KD 5.446 (5.613)] 2024-10-12 05:42:11,736 - Train: 21.28% [266250/1251000] [212.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002680] [CE 4.463 (4.679)] [KD 5.645 (5.589)] 2024-10-12 05:42:17,544 - Train: 21.29% [266300/1251000] [212.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002680] [CE 4.658 (4.711)] [KD 5.532 (5.639)] 2024-10-12 05:42:23,258 - Train: 21.29% [266350/1251000] [212.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002680] [CE 4.703 (4.789)] [KD 5.300 (5.754)] 2024-10-12 05:42:29,173 - Train: 21.29% [266400/1251000] [212.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002680] [CE 4.425 (4.755)] [KD 5.600 (5.746)] 2024-10-12 05:42:35,016 - Train: 21.30% [266450/1251000] [213.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002680] [CE 4.589 (4.780)] [KD 5.861 (5.783)] 2024-10-12 05:42:41,428 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 31584] [top5_cnt 42670] [top_all 50000] 2024-10-12 05:42:41,429 - net: 63.168 (85.340) 2024-10-12 05:42:46,319 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35456] [top5_cnt 44954] [top_all 50000] 2024-10-12 05:42:46,319 - net_E: 70.912 (89.908) 2024-10-12 05:42:46,455 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:42:46,456 - ==> Total time: 9:04:59 Eta: 1 day, 9:33:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:42:52,781 - Train: 21.30% [266500/1251000] [213.0/1000.0] [batch_t 0.116 (0.141)] [data_t 0.002] [optim_t 0.114] [lr 0.002680] [CE 4.634 (4.670)] [KD 5.437 (5.698)] 2024-10-12 05:42:58,673 - Train: 21.31% [266550/1251000] [213.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002680] [CE 4.476 (4.723)] [KD 5.601 (5.630)] 2024-10-12 05:43:04,626 - Train: 21.31% [266600/1251000] [213.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002679] [CE 4.903 (4.705)] [KD 5.802 (5.706)] 2024-10-12 05:43:10,564 - Train: 21.31% [266650/1251000] [213.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002679] [CE 5.176 (4.809)] [KD 6.078 (5.743)] 2024-10-12 05:43:16,445 - Train: 21.32% [266700/1251000] [213.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002679] [CE 4.534 (4.678)] [KD 5.563 (5.599)] 2024-10-12 05:43:22,517 - Train: 21.32% [266750/1251000] [213.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002679] [CE 5.067 (4.715)] [KD 5.765 (5.752)] 2024-10-12 05:43:28,420 - Train: 21.33% [266800/1251000] [213.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002679] [CE 4.492 (4.758)] [KD 5.659 (5.757)] 2024-10-12 05:43:34,169 - Train: 21.33% [266850/1251000] [213.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002679] [CE 4.836 (4.719)] [KD 5.559 (5.711)] 2024-10-12 05:43:40,155 - Train: 21.33% [266900/1251000] [213.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002679] [CE 4.912 (4.730)] [KD 5.729 (5.618)] 2024-10-12 05:43:45,888 - Train: 21.34% [266950/1251000] [213.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002679] [CE 4.683 (4.764)] [KD 5.838 (5.828)] 2024-10-12 05:43:51,780 - Train: 21.34% [267000/1251000] [213.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002679] [CE 4.799 (4.676)] [KD 5.689 (5.694)] 2024-10-12 05:43:57,980 - Train: 21.35% [267050/1251000] [213.5/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002678] [CE 4.676 (4.763)] [KD 5.212 (5.657)] 2024-10-12 05:44:03,858 - Train: 21.35% [267100/1251000] [213.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002678] [CE 3.947 (4.714)] [KD 5.386 (5.797)] 2024-10-12 05:44:09,596 - Train: 21.35% [267150/1251000] [213.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002678] [CE 4.939 (4.678)] [KD 5.743 (5.661)] 2024-10-12 05:44:15,347 - Train: 21.36% [267200/1251000] [213.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002678] [CE 4.946 (4.740)] [KD 5.997 (5.773)] 2024-10-12 05:44:21,106 - Train: 21.36% [267250/1251000] [213.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002678] [CE 4.617 (4.700)] [KD 5.754 (5.639)] 2024-10-12 05:44:26,919 - Train: 21.37% [267300/1251000] [213.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002678] [CE 4.381 (4.745)] [KD 5.507 (5.740)] 2024-10-12 05:44:33,259 - Train: 21.37% [267350/1251000] [213.7/1000.0] [batch_t 0.113 (0.127)] [data_t 0.002] [optim_t 0.110] [lr 0.002678] [CE 4.309 (4.719)] [KD 5.615 (5.708)] 2024-10-12 05:44:39,064 - Train: 21.37% [267400/1251000] [213.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002678] [CE 5.049 (4.671)] [KD 5.552 (5.717)] 2024-10-12 05:44:44,961 - Train: 21.38% [267450/1251000] [213.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002677] [CE 4.805 (4.728)] [KD 5.861 (5.652)] 2024-10-12 05:44:50,873 - Train: 21.38% [267500/1251000] [213.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002677] [CE 4.285 (4.725)] [KD 5.483 (5.741)] 2024-10-12 05:44:56,886 - Train: 21.39% [267550/1251000] [213.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002677] [CE 4.860 (4.684)] [KD 5.615 (5.623)] 2024-10-12 05:45:02,784 - Train: 21.39% [267600/1251000] [213.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002677] [CE 4.925 (4.705)] [KD 5.633 (5.589)] 2024-10-12 05:45:08,665 - Train: 21.39% [267650/1251000] [213.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002677] [CE 4.755 (4.743)] [KD 6.155 (5.656)] 2024-10-12 05:45:14,702 - Train: 21.40% [267700/1251000] [214.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002677] [CE 4.801 (4.746)] [KD 5.566 (5.755)] 2024-10-12 05:45:21,096 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31518] [top5_cnt 42639] [top_all 50000] 2024-10-12 05:45:21,097 - net: 63.036 (85.278) 2024-10-12 05:45:26,263 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.097)] [top1_cnt 35463] [top5_cnt 44925] [top_all 50000] 2024-10-12 05:45:26,264 - net_E: 70.926 (89.850) 2024-10-12 05:45:26,395 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:45:26,396 - ==> Total time: 9:07:39 Eta: 1 day, 9:31:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:45:32,359 - Train: 21.40% [267750/1251000] [214.0/1000.0] [batch_t 0.116 (0.134)] [data_t 0.002] [optim_t 0.114] [lr 0.002677] [CE 4.531 (4.681)] [KD 5.394 (5.686)] 2024-10-12 05:45:38,263 - Train: 21.41% [267800/1251000] [214.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002677] [CE 5.005 (4.696)] [KD 5.853 (5.606)] 2024-10-12 05:45:44,104 - Train: 21.41% [267850/1251000] [214.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002677] [CE 4.440 (4.710)] [KD 5.686 (5.697)] 2024-10-12 05:45:50,202 - Train: 21.41% [267900/1251000] [214.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002676] [CE 5.184 (4.704)] [KD 5.750 (5.668)] 2024-10-12 05:45:56,320 - Train: 21.42% [267950/1251000] [214.2/1000.0] [batch_t 0.251 (0.122)] [data_t 0.002] [optim_t 0.248] [lr 0.002676] [CE 4.073 (4.746)] [KD 5.456 (5.668)] 2024-10-12 05:46:02,400 - Train: 21.42% [268000/1251000] [214.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002676] [CE 4.199 (4.671)] [KD 5.431 (5.581)] 2024-10-12 05:46:08,264 - Train: 21.43% [268050/1251000] [214.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002676] [CE 4.400 (4.744)] [KD 5.712 (5.733)] 2024-10-12 05:46:14,097 - Train: 21.43% [268100/1251000] [214.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002676] [CE 4.170 (4.638)] [KD 5.612 (5.541)] 2024-10-12 05:46:19,973 - Train: 21.43% [268150/1251000] [214.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002676] [CE 5.114 (4.715)] [KD 5.582 (5.666)] 2024-10-12 05:46:25,644 - Train: 21.44% [268200/1251000] [214.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002676] [CE 4.514 (4.689)] [KD 5.631 (5.669)] 2024-10-12 05:46:31,475 - Train: 21.44% [268250/1251000] [214.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002676] [CE 4.778 (4.746)] [KD 5.742 (5.682)] 2024-10-12 05:46:37,251 - Train: 21.45% [268300/1251000] [214.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002675] [CE 4.767 (4.653)] [KD 5.945 (5.660)] 2024-10-12 05:46:43,273 - Train: 21.45% [268350/1251000] [214.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002675] [CE 4.711 (4.735)] [KD 5.500 (5.792)] 2024-10-12 05:46:49,242 - Train: 21.45% [268400/1251000] [214.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002675] [CE 4.810 (4.737)] [KD 5.673 (5.717)] 2024-10-12 05:46:55,184 - Train: 21.46% [268450/1251000] [214.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002675] [CE 4.866 (4.727)] [KD 5.722 (5.713)] 2024-10-12 05:47:01,064 - Train: 21.46% [268500/1251000] [214.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002675] [CE 4.536 (4.732)] [KD 5.560 (5.631)] 2024-10-12 05:47:07,034 - Train: 21.47% [268550/1251000] [214.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002675] [CE 4.177 (4.797)] [KD 5.508 (5.714)] 2024-10-12 05:47:12,877 - Train: 21.47% [268600/1251000] [214.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002675] [CE 5.221 (4.766)] [KD 5.484 (5.733)] 2024-10-12 05:47:18,628 - Train: 21.47% [268650/1251000] [214.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002675] [CE 5.241 (4.744)] [KD 6.036 (5.700)] 2024-10-12 05:47:24,339 - Train: 21.48% [268700/1251000] [214.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002675] [CE 4.706 (4.663)] [KD 5.841 (5.759)] 2024-10-12 05:47:30,351 - Train: 21.48% [268750/1251000] [214.8/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002674] [CE 4.765 (4.737)] [KD 5.502 (5.812)] 2024-10-12 05:47:36,216 - Train: 21.49% [268800/1251000] [214.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002674] [CE 4.350 (4.696)] [KD 5.545 (5.715)] 2024-10-12 05:47:42,338 - Train: 21.49% [268850/1251000] [214.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002674] [CE 4.905 (4.689)] [KD 5.847 (5.747)] 2024-10-12 05:47:48,383 - Train: 21.49% [268900/1251000] [214.9/1000.0] [batch_t 0.247 (0.121)] [data_t 0.002] [optim_t 0.245] [lr 0.002674] [CE 5.096 (4.784)] [KD 6.465 (5.796)] 2024-10-12 05:47:54,168 - Train: 21.50% [268950/1251000] [215.0/1000.0] [batch_t 0.127 (0.116)] [data_t 0.010] [optim_t 0.118] [lr 0.002674] [CE 5.027 (4.775)] [KD 5.855 (5.760)] 2024-10-12 05:48:00,748 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.094)] [top1_cnt 31323] [top5_cnt 42421] [top_all 50000] 2024-10-12 05:48:00,749 - net: 62.646 (84.842) 2024-10-12 05:48:05,741 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 35438] [top5_cnt 44954] [top_all 50000] 2024-10-12 05:48:05,741 - net_E: 70.876 (89.908) 2024-10-12 05:48:05,867 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:48:05,868 - ==> Total time: 9:10:18 Eta: 1 day, 9:29:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:48:11,250 - Train: 21.50% [269000/1251000] [215.0/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002674] [CE 4.418 (4.622)] [KD 5.457 (5.510)] 2024-10-12 05:48:17,187 - Train: 21.51% [269050/1251000] [215.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002674] [CE 4.533 (4.682)] [KD 5.757 (5.600)] 2024-10-12 05:48:23,165 - Train: 21.51% [269100/1251000] [215.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002674] [CE 4.339 (4.685)] [KD 5.711 (5.619)] 2024-10-12 05:48:28,957 - Train: 21.51% [269150/1251000] [215.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002674] [CE 4.988 (4.687)] [KD 5.704 (5.560)] 2024-10-12 05:48:34,793 - Train: 21.52% [269200/1251000] [215.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002673] [CE 4.368 (4.735)] [KD 5.467 (5.653)] 2024-10-12 05:48:40,751 - Train: 21.52% [269250/1251000] [215.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002673] [CE 5.195 (4.761)] [KD 5.973 (5.676)] 2024-10-12 05:48:46,519 - Train: 21.53% [269300/1251000] [215.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002673] [CE 4.566 (4.708)] [KD 5.826 (5.670)] 2024-10-12 05:48:52,380 - Train: 21.53% [269350/1251000] [215.3/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002673] [CE 4.918 (4.723)] [KD 5.635 (5.691)] 2024-10-12 05:48:58,362 - Train: 21.53% [269400/1251000] [215.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002673] [CE 5.044 (4.772)] [KD 5.880 (5.738)] 2024-10-12 05:49:04,428 - Train: 21.54% [269450/1251000] [215.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002673] [CE 4.438 (4.693)] [KD 5.393 (5.678)] 2024-10-12 05:49:10,156 - Train: 21.54% [269500/1251000] [215.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002673] [CE 4.422 (4.701)] [KD 5.411 (5.629)] 2024-10-12 05:49:15,866 - Train: 21.55% [269550/1251000] [215.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002673] [CE 4.793 (4.716)] [KD 5.731 (5.679)] 2024-10-12 05:49:21,553 - Train: 21.55% [269600/1251000] [215.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002672] [CE 5.233 (4.712)] [KD 5.692 (5.655)] 2024-10-12 05:49:27,509 - Train: 21.55% [269650/1251000] [215.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002672] [CE 5.006 (4.690)] [KD 6.086 (5.622)] 2024-10-12 05:49:33,522 - Train: 21.56% [269700/1251000] [215.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002672] [CE 4.644 (4.730)] [KD 5.543 (5.692)] 2024-10-12 05:49:39,471 - Train: 21.56% [269750/1251000] [215.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002672] [CE 4.357 (4.738)] [KD 5.522 (5.683)] 2024-10-12 05:49:45,202 - Train: 21.57% [269800/1251000] [215.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002672] [CE 4.379 (4.664)] [KD 5.209 (5.607)] 2024-10-12 05:49:51,029 - Train: 21.57% [269850/1251000] [215.7/1000.0] [batch_t 0.234 (0.116)] [data_t 0.002] [optim_t 0.232] [lr 0.002672] [CE 4.802 (4.723)] [KD 5.917 (5.643)] 2024-10-12 05:49:56,724 - Train: 21.57% [269900/1251000] [215.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002672] [CE 4.519 (4.740)] [KD 5.706 (5.702)] 2024-10-12 05:50:02,717 - Train: 21.58% [269950/1251000] [215.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002672] [CE 4.492 (4.673)] [KD 5.440 (5.682)] 2024-10-12 05:50:08,521 - Train: 21.58% [270000/1251000] [215.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002672] [CE 4.572 (4.661)] [KD 5.512 (5.713)] 2024-10-12 05:50:14,324 - Train: 21.59% [270050/1251000] [215.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002671] [CE 4.905 (4.748)] [KD 5.633 (5.688)] 2024-10-12 05:50:20,374 - Train: 21.59% [270100/1251000] [215.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002671] [CE 4.824 (4.781)] [KD 5.559 (5.712)] 2024-10-12 05:50:26,172 - Train: 21.59% [270150/1251000] [215.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002671] [CE 4.473 (4.698)] [KD 5.329 (5.718)] 2024-10-12 05:50:32,013 - Train: 21.60% [270200/1251000] [216.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002671] [CE 4.602 (4.735)] [KD 5.505 (5.744)] 2024-10-12 05:50:38,748 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 30977] [top5_cnt 42345] [top_all 50000] 2024-10-12 05:50:38,749 - net: 61.954 (84.690) 2024-10-12 05:50:43,765 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 35483] [top5_cnt 44956] [top_all 50000] 2024-10-12 05:50:43,766 - net_E: 70.966 (89.912) 2024-10-12 05:50:43,921 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 70.976 (epoch: 210)] 2024-10-12 05:50:43,922 - ==> Total time: 9:12:56 Eta: 1 day, 9:26:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:50:49,715 - Train: 21.60% [270250/1251000] [216.0/1000.0] [batch_t 0.116 (0.128)] [data_t 0.003] [optim_t 0.114] [lr 0.002671] [CE 4.466 (4.746)] [KD 5.177 (5.716)] 2024-10-12 05:50:55,933 - Train: 21.61% [270300/1251000] [216.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002671] [CE 5.044 (4.704)] [KD 5.980 (5.757)] 2024-10-12 05:51:01,725 - Train: 21.61% [270350/1251000] [216.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002671] [CE 4.675 (4.748)] [KD 5.789 (5.665)] 2024-10-12 05:51:07,832 - Train: 21.61% [270400/1251000] [216.1/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002671] [CE 4.764 (4.644)] [KD 5.587 (5.619)] 2024-10-12 05:51:13,636 - Train: 21.62% [270450/1251000] [216.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002670] [CE 4.551 (4.701)] [KD 5.471 (5.687)] 2024-10-12 05:51:19,405 - Train: 21.62% [270500/1251000] [216.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002670] [CE 4.428 (4.713)] [KD 5.635 (5.667)] 2024-10-12 05:51:25,386 - Train: 21.63% [270550/1251000] [216.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002670] [CE 4.776 (4.740)] [KD 5.805 (5.589)] 2024-10-12 05:51:31,339 - Train: 21.63% [270600/1251000] [216.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002670] [CE 4.461 (4.708)] [KD 5.594 (5.730)] 2024-10-12 05:51:37,417 - Train: 21.63% [270650/1251000] [216.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002670] [CE 4.634 (4.672)] [KD 5.667 (5.699)] 2024-10-12 05:51:43,441 - Train: 21.64% [270700/1251000] [216.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002670] [CE 5.413 (4.693)] [KD 6.188 (5.664)] 2024-10-12 05:51:49,403 - Train: 21.64% [270750/1251000] [216.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002670] [CE 5.070 (4.793)] [KD 6.215 (5.764)] 2024-10-12 05:51:55,487 - Train: 21.65% [270800/1251000] [216.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002670] [CE 4.597 (4.678)] [KD 5.795 (5.669)] 2024-10-12 05:52:01,243 - Train: 21.65% [270850/1251000] [216.5/1000.0] [batch_t 0.120 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002670] [CE 4.735 (4.726)] [KD 5.896 (5.668)] 2024-10-12 05:52:07,055 - Train: 21.65% [270900/1251000] [216.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002669] [CE 4.692 (4.663)] [KD 5.986 (5.674)] 2024-10-12 05:52:13,091 - Train: 21.66% [270950/1251000] [216.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002669] [CE 4.470 (4.738)] [KD 5.792 (5.671)] 2024-10-12 05:52:18,884 - Train: 21.66% [271000/1251000] [216.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002669] [CE 4.987 (4.695)] [KD 5.753 (5.579)] 2024-10-12 05:52:24,792 - Train: 21.67% [271050/1251000] [216.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002669] [CE 4.425 (4.646)] [KD 5.514 (5.602)] 2024-10-12 05:52:30,828 - Train: 21.67% [271100/1251000] [216.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002669] [CE 4.773 (4.815)] [KD 5.806 (5.818)] 2024-10-12 05:52:36,898 - Train: 21.67% [271150/1251000] [216.7/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002669] [CE 4.930 (4.748)] [KD 6.052 (5.814)] 2024-10-12 05:52:42,776 - Train: 21.68% [271200/1251000] [216.8/1000.0] [batch_t 0.127 (0.117)] [data_t 0.002] [optim_t 0.124] [lr 0.002669] [CE 4.107 (4.680)] [KD 5.617 (5.788)] 2024-10-12 05:52:48,808 - Train: 21.68% [271250/1251000] [216.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002669] [CE 5.160 (4.757)] [KD 5.952 (5.790)] 2024-10-12 05:52:54,593 - Train: 21.69% [271300/1251000] [216.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002668] [CE 5.237 (4.754)] [KD 5.687 (5.724)] 2024-10-12 05:53:00,508 - Train: 21.69% [271350/1251000] [216.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002668] [CE 4.800 (4.684)] [KD 5.806 (5.712)] 2024-10-12 05:53:06,382 - Train: 21.69% [271400/1251000] [216.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002668] [CE 4.643 (4.695)] [KD 5.707 (5.685)] 2024-10-12 05:53:12,330 - Train: 21.70% [271450/1251000] [217.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002668] [CE 4.734 (4.715)] [KD 6.012 (5.728)] 2024-10-12 05:53:19,169 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31744] [top5_cnt 42725] [top_all 50000] 2024-10-12 05:53:19,170 - net: 63.488 (85.450) 2024-10-12 05:53:24,201 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35504] [top5_cnt 44980] [top_all 50000] 2024-10-12 05:53:24,202 - net_E: 71.008 (89.960) 2024-10-12 05:53:24,350 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 71.008 (epoch: 217)] 2024-10-12 05:53:24,350 - ==> Total time: 9:15:37 Eta: 1 day, 9:24:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:53:31,365 - Train: 21.70% [271500/1251000] [217.0/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002668] [CE 5.137 (4.695)] [KD 5.604 (5.646)] 2024-10-12 05:53:37,365 - Train: 21.71% [271550/1251000] [217.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002668] [CE 4.947 (4.654)] [KD 5.852 (5.642)] 2024-10-12 05:53:43,151 - Train: 21.71% [271600/1251000] [217.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002668] [CE 4.772 (4.708)] [KD 5.619 (5.644)] 2024-10-12 05:53:49,080 - Train: 21.71% [271650/1251000] [217.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002668] [CE 4.614 (4.748)] [KD 5.282 (5.663)] 2024-10-12 05:53:54,873 - Train: 21.72% [271700/1251000] [217.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002668] [CE 4.384 (4.740)] [KD 5.246 (5.621)] 2024-10-12 05:54:00,796 - Train: 21.72% [271750/1251000] [217.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002667] [CE 5.004 (4.686)] [KD 5.529 (5.688)] 2024-10-12 05:54:06,940 - Train: 21.73% [271800/1251000] [217.3/1000.0] [batch_t 0.111 (0.123)] [data_t 0.003] [optim_t 0.109] [lr 0.002667] [CE 4.714 (4.685)] [KD 5.726 (5.681)] 2024-10-12 05:54:12,822 - Train: 21.73% [271850/1251000] [217.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002667] [CE 4.160 (4.706)] [KD 5.341 (5.686)] 2024-10-12 05:54:18,723 - Train: 21.73% [271900/1251000] [217.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002667] [CE 4.815 (4.781)] [KD 5.722 (5.718)] 2024-10-12 05:54:24,467 - Train: 21.74% [271950/1251000] [217.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002667] [CE 4.942 (4.725)] [KD 5.750 (5.620)] 2024-10-12 05:54:30,329 - Train: 21.74% [272000/1251000] [217.4/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002667] [CE 4.633 (4.790)] [KD 5.477 (5.697)] 2024-10-12 05:54:36,450 - Train: 21.75% [272050/1251000] [217.5/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002667] [CE 4.341 (4.709)] [KD 5.580 (5.740)] 2024-10-12 05:54:42,472 - Train: 21.75% [272100/1251000] [217.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002667] [CE 4.649 (4.752)] [KD 5.535 (5.699)] 2024-10-12 05:54:48,576 - Train: 21.75% [272150/1251000] [217.5/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002666] [CE 4.583 (4.762)] [KD 5.455 (5.732)] 2024-10-12 05:54:54,536 - Train: 21.76% [272200/1251000] [217.6/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002666] [CE 5.094 (4.738)] [KD 5.818 (5.671)] 2024-10-12 05:55:00,459 - Train: 21.76% [272250/1251000] [217.6/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002666] [CE 5.070 (4.782)] [KD 5.809 (5.864)] 2024-10-12 05:55:06,565 - Train: 21.77% [272300/1251000] [217.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002666] [CE 4.345 (4.714)] [KD 5.466 (5.596)] 2024-10-12 05:55:12,453 - Train: 21.77% [272350/1251000] [217.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002666] [CE 4.665 (4.734)] [KD 5.790 (5.651)] 2024-10-12 05:55:18,613 - Train: 21.77% [272400/1251000] [217.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002666] [CE 4.149 (4.684)] [KD 5.252 (5.592)] 2024-10-12 05:55:24,591 - Train: 21.78% [272450/1251000] [217.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002666] [CE 4.791 (4.733)] [KD 6.134 (5.739)] 2024-10-12 05:55:30,505 - Train: 21.78% [272500/1251000] [217.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002666] [CE 4.241 (4.713)] [KD 5.363 (5.668)] 2024-10-12 05:55:36,449 - Train: 21.79% [272550/1251000] [217.9/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002666] [CE 4.550 (4.726)] [KD 5.399 (5.646)] 2024-10-12 05:55:42,722 - Train: 21.79% [272600/1251000] [217.9/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.119] [lr 0.002665] [CE 4.282 (4.703)] [KD 5.558 (5.659)] 2024-10-12 05:55:49,237 - Train: 21.79% [272650/1251000] [217.9/1000.0] [batch_t 0.127 (0.130)] [data_t 0.003] [optim_t 0.124] [lr 0.002665] [CE 4.381 (4.754)] [KD 5.752 (5.752)] 2024-10-12 05:55:55,290 - Train: 21.80% [272700/1251000] [218.0/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002665] [CE 4.463 (4.718)] [KD 5.509 (5.696)] 2024-10-12 05:56:02,308 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 30452] [top5_cnt 41835] [top_all 50000] 2024-10-12 05:56:02,308 - net: 60.904 (83.670) 2024-10-12 05:56:07,327 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.093)] [top1_cnt 35493] [top5_cnt 45007] [top_all 50000] 2024-10-12 05:56:07,327 - net_E: 70.986 (90.014) 2024-10-12 05:56:07,471 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 71.008 (epoch: 217)] 2024-10-12 05:56:07,472 - ==> Total time: 9:18:20 Eta: 1 day, 9:22:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:56:12,685 - Train: 21.80% [272750/1251000] [218.0/1000.0] [batch_t 0.117 (0.129)] [data_t 0.002] [optim_t 0.114] [lr 0.002665] [CE 5.180 (4.730)] [KD 6.064 (5.653)] 2024-10-12 05:56:18,728 - Train: 21.81% [272800/1251000] [218.1/1000.0] [batch_t 0.259 (0.121)] [data_t 0.003] [optim_t 0.256] [lr 0.002665] [CE 4.751 (4.705)] [KD 5.614 (5.625)] 2024-10-12 05:56:24,755 - Train: 21.81% [272850/1251000] [218.1/1000.0] [batch_t 0.266 (0.120)] [data_t 0.003] [optim_t 0.263] [lr 0.002665] [CE 4.760 (4.710)] [KD 5.682 (5.655)] 2024-10-12 05:56:30,481 - Train: 21.81% [272900/1251000] [218.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002665] [CE 4.606 (4.688)] [KD 5.728 (5.681)] 2024-10-12 05:56:36,564 - Train: 21.82% [272950/1251000] [218.2/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002665] [CE 5.050 (4.722)] [KD 5.960 (5.712)] 2024-10-12 05:56:42,540 - Train: 21.82% [273000/1251000] [218.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002664] [CE 4.863 (4.714)] [KD 5.935 (5.745)] 2024-10-12 05:56:48,447 - Train: 21.83% [273050/1251000] [218.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002664] [CE 4.629 (4.675)] [KD 5.531 (5.670)] 2024-10-12 05:56:54,409 - Train: 21.83% [273100/1251000] [218.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002664] [CE 4.836 (4.680)] [KD 5.544 (5.653)] 2024-10-12 05:57:00,257 - Train: 21.83% [273150/1251000] [218.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002664] [CE 4.952 (4.636)] [KD 5.490 (5.659)] 2024-10-12 05:57:06,021 - Train: 21.84% [273200/1251000] [218.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002664] [CE 4.673 (4.675)] [KD 5.762 (5.654)] 2024-10-12 05:57:11,868 - Train: 21.84% [273250/1251000] [218.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002664] [CE 4.409 (4.649)] [KD 5.763 (5.567)] 2024-10-12 05:57:17,823 - Train: 21.85% [273300/1251000] [218.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002664] [CE 5.057 (4.743)] [KD 5.828 (5.723)] 2024-10-12 05:57:23,849 - Train: 21.85% [273350/1251000] [218.5/1000.0] [batch_t 0.292 (0.120)] [data_t 0.003] [optim_t 0.289] [lr 0.002664] [CE 4.642 (4.652)] [KD 5.616 (5.621)] 2024-10-12 05:57:29,684 - Train: 21.85% [273400/1251000] [218.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002664] [CE 4.693 (4.656)] [KD 5.832 (5.577)] 2024-10-12 05:57:35,536 - Train: 21.86% [273450/1251000] [218.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002663] [CE 4.490 (4.756)] [KD 5.757 (5.688)] 2024-10-12 05:57:41,563 - Train: 21.86% [273500/1251000] [218.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002663] [CE 4.666 (4.764)] [KD 5.488 (5.779)] 2024-10-12 05:57:47,426 - Train: 21.87% [273550/1251000] [218.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002663] [CE 4.949 (4.722)] [KD 5.766 (5.676)] 2024-10-12 05:57:53,289 - Train: 21.87% [273600/1251000] [218.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002663] [CE 4.740 (4.743)] [KD 5.987 (5.722)] 2024-10-12 05:57:59,258 - Train: 21.87% [273650/1251000] [218.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002663] [CE 5.218 (4.659)] [KD 6.124 (5.716)] 2024-10-12 05:58:05,113 - Train: 21.88% [273700/1251000] [218.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002663] [CE 4.705 (4.730)] [KD 5.658 (5.793)] 2024-10-12 05:58:10,916 - Train: 21.88% [273750/1251000] [218.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002663] [CE 4.522 (4.695)] [KD 5.561 (5.686)] 2024-10-12 05:58:16,904 - Train: 21.89% [273800/1251000] [218.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002663] [CE 5.135 (4.702)] [KD 5.716 (5.698)] 2024-10-12 05:58:22,796 - Train: 21.89% [273850/1251000] [218.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002662] [CE 4.714 (4.770)] [KD 5.972 (5.731)] 2024-10-12 05:58:28,628 - Train: 21.89% [273900/1251000] [218.9/1000.0] [batch_t 0.229 (0.117)] [data_t 0.003] [optim_t 0.227] [lr 0.002662] [CE 4.112 (4.764)] [KD 5.366 (5.777)] 2024-10-12 05:58:34,808 - Train: 21.90% [273950/1251000] [219.0/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002662] [CE 4.646 (4.719)] [KD 5.564 (5.705)] 2024-10-12 05:58:41,939 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32036] [top5_cnt 43062] [top_all 50000] 2024-10-12 05:58:41,939 - net: 64.072 (86.124) 2024-10-12 05:58:46,954 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35465] [top5_cnt 45004] [top_all 50000] 2024-10-12 05:58:46,954 - net_E: 70.930 (90.008) 2024-10-12 05:58:47,113 - Max [top1: 64.562 (epoch: 165)] [top1-ema: 71.008 (epoch: 217)] 2024-10-12 05:58:47,114 - ==> Total time: 9:20:59 Eta: 1 day, 9:20:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 05:58:52,415 - Train: 21.90% [274000/1251000] [219.0/1000.0] [batch_t 0.113 (0.134)] [data_t 0.003] [optim_t 0.110] [lr 0.002662] [CE 4.632 (4.721)] [KD 5.484 (5.571)] 2024-10-12 05:58:58,234 - Train: 21.91% [274050/1251000] [219.1/1000.0] [batch_t 0.124 (0.116)] [data_t 0.002] [optim_t 0.122] [lr 0.002662] [CE 4.868 (4.800)] [KD 6.100 (5.682)] 2024-10-12 05:59:04,343 - Train: 21.91% [274100/1251000] [219.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002662] [CE 4.851 (4.628)] [KD 5.579 (5.601)] 2024-10-12 05:59:10,281 - Train: 21.91% [274150/1251000] [219.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002662] [CE 4.619 (4.658)] [KD 5.406 (5.569)] 2024-10-12 05:59:16,313 - Train: 21.92% [274200/1251000] [219.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002662] [CE 4.701 (4.711)] [KD 5.551 (5.663)] 2024-10-12 05:59:22,468 - Train: 21.92% [274250/1251000] [219.2/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002662] [CE 4.539 (4.680)] [KD 5.593 (5.669)] 2024-10-12 05:59:28,435 - Train: 21.93% [274300/1251000] [219.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002661] [CE 4.459 (4.694)] [KD 5.470 (5.700)] 2024-10-12 05:59:34,680 - Train: 21.93% [274350/1251000] [219.3/1000.0] [batch_t 0.236 (0.125)] [data_t 0.002] [optim_t 0.234] [lr 0.002661] [CE 4.937 (4.711)] [KD 5.667 (5.596)] 2024-10-12 05:59:40,430 - Train: 21.93% [274400/1251000] [219.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002661] [CE 4.324 (4.719)] [KD 5.707 (5.681)] 2024-10-12 05:59:46,301 - Train: 21.94% [274450/1251000] [219.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002661] [CE 4.384 (4.658)] [KD 5.758 (5.674)] 2024-10-12 05:59:52,269 - Train: 21.94% [274500/1251000] [219.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002661] [CE 4.944 (4.714)] [KD 5.778 (5.654)] 2024-10-12 05:59:58,032 - Train: 21.95% [274550/1251000] [219.5/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002661] [CE 4.724 (4.735)] [KD 5.361 (5.670)] 2024-10-12 06:00:03,826 - Train: 21.95% [274600/1251000] [219.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002661] [CE 4.455 (4.691)] [KD 5.586 (5.646)] 2024-10-12 06:00:09,928 - Train: 21.95% [274650/1251000] [219.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002661] [CE 4.345 (4.720)] [KD 5.531 (5.658)] 2024-10-12 06:00:15,827 - Train: 21.96% [274700/1251000] [219.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002660] [CE 4.926 (4.764)] [KD 5.859 (5.724)] 2024-10-12 06:00:21,728 - Train: 21.96% [274750/1251000] [219.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002660] [CE 4.293 (4.763)] [KD 5.410 (5.674)] 2024-10-12 06:00:27,697 - Train: 21.97% [274800/1251000] [219.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002660] [CE 4.621 (4.712)] [KD 5.678 (5.752)] 2024-10-12 06:00:33,589 - Train: 21.97% [274850/1251000] [219.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002660] [CE 5.168 (4.703)] [KD 5.939 (5.730)] 2024-10-12 06:00:39,488 - Train: 21.97% [274900/1251000] [219.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002660] [CE 4.913 (4.720)] [KD 5.847 (5.789)] 2024-10-12 06:00:45,403 - Train: 21.98% [274950/1251000] [219.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002660] [CE 4.635 (4.678)] [KD 6.204 (5.712)] 2024-10-12 06:00:51,206 - Train: 21.98% [275000/1251000] [219.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002660] [CE 4.703 (4.689)] [KD 5.392 (5.669)] 2024-10-12 06:00:57,199 - Train: 21.99% [275050/1251000] [219.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002660] [CE 4.580 (4.662)] [KD 5.549 (5.660)] 2024-10-12 06:01:03,118 - Train: 21.99% [275100/1251000] [219.9/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002659] [CE 4.549 (4.698)] [KD 5.616 (5.741)] 2024-10-12 06:01:09,000 - Train: 21.99% [275150/1251000] [219.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002659] [CE 4.535 (4.742)] [KD 5.484 (5.667)] 2024-10-12 06:01:15,276 - Train: 22.00% [275200/1251000] [220.0/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.118] [lr 0.002659] [CE 4.327 (4.807)] [KD 5.441 (5.713)] 2024-10-12 06:01:22,551 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32411] [top5_cnt 43234] [top_all 50000] 2024-10-12 06:01:22,552 - net: 64.822 (86.468) 2024-10-12 06:01:27,506 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35492] [top5_cnt 45000] [top_all 50000] 2024-10-12 06:01:27,507 - net_E: 70.984 (90.000) 2024-10-12 06:01:27,657 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.008 (epoch: 217)] 2024-10-12 06:01:27,657 - ==> Total time: 9:23:40 Eta: 1 day, 9:18:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:01:34,232 - Train: 22.00% [275250/1251000] [220.0/1000.0] [batch_t 0.244 (0.130)] [data_t 0.003] [optim_t 0.241] [lr 0.002659] [CE 5.195 (4.779)] [KD 5.922 (5.733)] 2024-10-12 06:01:39,942 - Train: 22.01% [275300/1251000] [220.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002659] [CE 4.566 (4.704)] [KD 5.434 (5.565)] 2024-10-12 06:01:45,678 - Train: 22.01% [275350/1251000] [220.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002659] [CE 5.018 (4.661)] [KD 5.892 (5.569)] 2024-10-12 06:01:51,671 - Train: 22.01% [275400/1251000] [220.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002659] [CE 5.079 (4.765)] [KD 5.583 (5.634)] 2024-10-12 06:01:57,418 - Train: 22.02% [275450/1251000] [220.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002659] [CE 4.680 (4.754)] [KD 5.591 (5.746)] 2024-10-12 06:02:03,489 - Train: 22.02% [275500/1251000] [220.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002659] [CE 4.079 (4.690)] [KD 5.233 (5.656)] 2024-10-12 06:02:09,641 - Train: 22.03% [275550/1251000] [220.3/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002658] [CE 4.907 (4.709)] [KD 5.601 (5.700)] 2024-10-12 06:02:15,557 - Train: 22.03% [275600/1251000] [220.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002658] [CE 4.506 (4.698)] [KD 5.813 (5.615)] 2024-10-12 06:02:21,287 - Train: 22.03% [275650/1251000] [220.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002658] [CE 4.633 (4.684)] [KD 5.781 (5.692)] 2024-10-12 06:02:27,105 - Train: 22.04% [275700/1251000] [220.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002658] [CE 4.706 (4.796)] [KD 5.852 (5.743)] 2024-10-12 06:02:32,869 - Train: 22.04% [275750/1251000] [220.4/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002658] [CE 4.800 (4.771)] [KD 6.120 (5.773)] 2024-10-12 06:02:38,689 - Train: 22.05% [275800/1251000] [220.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002658] [CE 5.094 (4.817)] [KD 5.958 (5.774)] 2024-10-12 06:02:44,720 - Train: 22.05% [275850/1251000] [220.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002658] [CE 4.260 (4.759)] [KD 5.517 (5.792)] 2024-10-12 06:02:50,763 - Train: 22.05% [275900/1251000] [220.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002658] [CE 4.449 (4.712)] [KD 5.439 (5.763)] 2024-10-12 06:02:56,709 - Train: 22.06% [275950/1251000] [220.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002657] [CE 4.994 (4.689)] [KD 5.512 (5.640)] 2024-10-12 06:03:02,828 - Train: 22.06% [276000/1251000] [220.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002657] [CE 5.014 (4.690)] [KD 5.809 (5.665)] 2024-10-12 06:03:08,632 - Train: 22.07% [276050/1251000] [220.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002657] [CE 4.859 (4.758)] [KD 6.012 (5.632)] 2024-10-12 06:03:14,351 - Train: 22.07% [276100/1251000] [220.7/1000.0] [batch_t 0.118 (0.114)] [data_t 0.003] [optim_t 0.115] [lr 0.002657] [CE 4.565 (4.706)] [KD 5.285 (5.673)] 2024-10-12 06:03:20,231 - Train: 22.07% [276150/1251000] [220.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002657] [CE 4.870 (4.789)] [KD 5.653 (5.707)] 2024-10-12 06:03:25,989 - Train: 22.08% [276200/1251000] [220.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002657] [CE 4.206 (4.669)] [KD 5.717 (5.710)] 2024-10-12 06:03:31,969 - Train: 22.08% [276250/1251000] [220.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002657] [CE 4.616 (4.681)] [KD 5.567 (5.794)] 2024-10-12 06:03:37,741 - Train: 22.09% [276300/1251000] [220.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002657] [CE 4.692 (4.772)] [KD 5.788 (5.718)] 2024-10-12 06:03:43,844 - Train: 22.09% [276350/1251000] [220.9/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002657] [CE 4.617 (4.691)] [KD 5.545 (5.640)] 2024-10-12 06:03:49,916 - Train: 22.09% [276400/1251000] [220.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002656] [CE 3.984 (4.742)] [KD 5.171 (5.720)] 2024-10-12 06:03:55,629 - Train: 22.10% [276450/1251000] [221.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002656] [CE 5.138 (4.753)] [KD 6.060 (5.817)] 2024-10-12 06:04:02,999 - Test (net): 100.00% [50/50] [batch_t 0.180 (0.096)] [top1_cnt 32208] [top5_cnt 43170] [top_all 50000] 2024-10-12 06:04:03,000 - net: 64.416 (86.340) 2024-10-12 06:04:08,050 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35501] [top5_cnt 44985] [top_all 50000] 2024-10-12 06:04:08,050 - net_E: 71.002 (89.970) 2024-10-12 06:04:08,184 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.008 (epoch: 217)] 2024-10-12 06:04:08,185 - ==> Total time: 9:26:20 Eta: 1 day, 9:16:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:04:13,089 - Train: 22.10% [276500/1251000] [221.0/1000.0] [batch_t 0.117 (0.134)] [data_t 0.002] [optim_t 0.114] [lr 0.002656] [CE 4.419 (4.684)] [KD 5.920 (5.587)] 2024-10-12 06:04:19,027 - Train: 22.11% [276550/1251000] [221.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002656] [CE 4.959 (4.796)] [KD 6.043 (5.735)] 2024-10-12 06:04:24,797 - Train: 22.11% [276600/1251000] [221.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002656] [CE 4.333 (4.753)] [KD 5.717 (5.668)] 2024-10-12 06:04:30,683 - Train: 22.11% [276650/1251000] [221.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002656] [CE 4.678 (4.653)] [KD 5.532 (5.651)] 2024-10-12 06:04:36,843 - Train: 22.12% [276700/1251000] [221.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002656] [CE 4.834 (4.665)] [KD 5.504 (5.593)] 2024-10-12 06:04:42,736 - Train: 22.12% [276750/1251000] [221.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002656] [CE 4.715 (4.657)] [KD 5.738 (5.567)] 2024-10-12 06:04:48,598 - Train: 22.13% [276800/1251000] [221.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002655] [CE 4.515 (4.704)] [KD 5.517 (5.724)] 2024-10-12 06:04:54,473 - Train: 22.13% [276850/1251000] [221.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002655] [CE 4.834 (4.750)] [KD 5.682 (5.707)] 2024-10-12 06:05:00,235 - Train: 22.13% [276900/1251000] [221.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002655] [CE 4.951 (4.689)] [KD 5.751 (5.630)] 2024-10-12 06:05:06,338 - Train: 22.14% [276950/1251000] [221.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002655] [CE 4.418 (4.654)] [KD 5.545 (5.588)] 2024-10-12 06:05:12,112 - Train: 22.14% [277000/1251000] [221.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002655] [CE 5.148 (4.777)] [KD 5.874 (5.729)] 2024-10-12 06:05:17,796 - Train: 22.15% [277050/1251000] [221.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002655] [CE 5.051 (4.840)] [KD 6.053 (5.728)] 2024-10-12 06:05:23,718 - Train: 22.15% [277100/1251000] [221.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.002655] [CE 5.040 (4.745)] [KD 5.890 (5.741)] 2024-10-12 06:05:29,374 - Train: 22.15% [277150/1251000] [221.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002655] [CE 4.722 (4.757)] [KD 5.399 (5.682)] 2024-10-12 06:05:35,314 - Train: 22.16% [277200/1251000] [221.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002654] [CE 4.529 (4.688)] [KD 5.764 (5.646)] 2024-10-12 06:05:41,340 - Train: 22.16% [277250/1251000] [221.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002654] [CE 4.801 (4.735)] [KD 5.685 (5.808)] 2024-10-12 06:05:47,031 - Train: 22.17% [277300/1251000] [221.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002654] [CE 5.086 (4.729)] [KD 5.810 (5.724)] 2024-10-12 06:05:52,742 - Train: 22.17% [277350/1251000] [221.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.002654] [CE 4.675 (4.746)] [KD 5.519 (5.696)] 2024-10-12 06:05:58,584 - Train: 22.17% [277400/1251000] [221.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002654] [CE 4.947 (4.706)] [KD 5.528 (5.709)] 2024-10-12 06:06:04,464 - Train: 22.18% [277450/1251000] [221.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002654] [CE 4.560 (4.733)] [KD 5.513 (5.559)] 2024-10-12 06:06:10,419 - Train: 22.18% [277500/1251000] [221.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002654] [CE 4.594 (4.742)] [KD 5.431 (5.683)] 2024-10-12 06:06:16,395 - Train: 22.19% [277550/1251000] [221.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002654] [CE 4.937 (4.680)] [KD 5.766 (5.704)] 2024-10-12 06:06:22,226 - Train: 22.19% [277600/1251000] [221.9/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002654] [CE 4.852 (4.761)] [KD 5.874 (5.778)] 2024-10-12 06:06:28,665 - Train: 22.19% [277650/1251000] [221.9/1000.0] [batch_t 0.120 (0.129)] [data_t 0.003] [optim_t 0.117] [lr 0.002653] [CE 5.066 (4.789)] [KD 5.986 (5.665)] 2024-10-12 06:06:34,630 - Train: 22.20% [277700/1251000] [222.0/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002653] [CE 4.838 (4.727)] [KD 5.898 (5.704)] 2024-10-12 06:06:42,340 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.096)] [top1_cnt 32092] [top5_cnt 43028] [top_all 50000] 2024-10-12 06:06:42,341 - net: 64.184 (86.056) 2024-10-12 06:06:47,332 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35547] [top5_cnt 44995] [top_all 50000] 2024-10-12 06:06:47,332 - net_E: 71.094 (89.990) 2024-10-12 06:06:47,475 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.094 (epoch: 222)] 2024-10-12 06:06:47,476 - ==> Total time: 9:29:00 Eta: 1 day, 9:14:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:06:54,441 - Train: 22.20% [277750/1251000] [222.0/1000.0] [batch_t 0.116 (0.127)] [data_t 0.003] [optim_t 0.113] [lr 0.002653] [CE 5.010 (4.669)] [KD 6.051 (5.631)] 2024-10-12 06:07:00,618 - Train: 22.21% [277800/1251000] [222.1/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002653] [CE 4.898 (4.745)] [KD 5.392 (5.703)] 2024-10-12 06:07:06,483 - Train: 22.21% [277850/1251000] [222.1/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002653] [CE 4.930 (4.746)] [KD 5.912 (5.667)] 2024-10-12 06:07:12,655 - Train: 22.21% [277900/1251000] [222.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002653] [CE 4.885 (4.733)] [KD 5.795 (5.658)] 2024-10-12 06:07:18,456 - Train: 22.22% [277950/1251000] [222.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002653] [CE 4.555 (4.686)] [KD 5.688 (5.643)] 2024-10-12 06:07:24,566 - Train: 22.22% [278000/1251000] [222.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002653] [CE 4.786 (4.721)] [KD 5.704 (5.706)] 2024-10-12 06:07:30,527 - Train: 22.23% [278050/1251000] [222.3/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002652] [CE 4.856 (4.668)] [KD 5.799 (5.570)] 2024-10-12 06:07:36,556 - Train: 22.23% [278100/1251000] [222.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002652] [CE 4.983 (4.701)] [KD 5.812 (5.623)] 2024-10-12 06:07:42,333 - Train: 22.23% [278150/1251000] [222.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002652] [CE 4.603 (4.765)] [KD 5.841 (5.691)] 2024-10-12 06:07:48,393 - Train: 22.24% [278200/1251000] [222.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002652] [CE 4.530 (4.716)] [KD 5.658 (5.714)] 2024-10-12 06:07:54,446 - Train: 22.24% [278250/1251000] [222.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002652] [CE 5.072 (4.707)] [KD 6.098 (5.691)] 2024-10-12 06:08:00,375 - Train: 22.25% [278300/1251000] [222.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002652] [CE 4.260 (4.704)] [KD 5.360 (5.639)] 2024-10-12 06:08:06,324 - Train: 22.25% [278350/1251000] [222.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002652] [CE 4.430 (4.695)] [KD 5.616 (5.663)] 2024-10-12 06:08:12,135 - Train: 22.25% [278400/1251000] [222.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002652] [CE 4.743 (4.678)] [KD 5.622 (5.581)] 2024-10-12 06:08:17,929 - Train: 22.26% [278450/1251000] [222.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002651] [CE 4.545 (4.731)] [KD 5.636 (5.726)] 2024-10-12 06:08:24,102 - Train: 22.26% [278500/1251000] [222.6/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002651] [CE 4.629 (4.781)] [KD 5.889 (5.799)] 2024-10-12 06:08:30,062 - Train: 22.27% [278550/1251000] [222.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002651] [CE 4.668 (4.762)] [KD 5.786 (5.698)] 2024-10-12 06:08:35,989 - Train: 22.27% [278600/1251000] [222.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002651] [CE 4.888 (4.720)] [KD 5.444 (5.674)] 2024-10-12 06:08:42,064 - Train: 22.27% [278650/1251000] [222.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002651] [CE 4.886 (4.700)] [KD 5.738 (5.652)] 2024-10-12 06:08:47,919 - Train: 22.28% [278700/1251000] [222.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002651] [CE 5.161 (4.711)] [KD 5.622 (5.753)] 2024-10-12 06:08:53,987 - Train: 22.28% [278750/1251000] [222.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002651] [CE 4.181 (4.697)] [KD 5.435 (5.665)] 2024-10-12 06:08:59,789 - Train: 22.29% [278800/1251000] [222.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002651] [CE 4.354 (4.704)] [KD 5.583 (5.661)] 2024-10-12 06:09:05,842 - Train: 22.29% [278850/1251000] [222.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002651] [CE 5.010 (4.639)] [KD 5.587 (5.562)] 2024-10-12 06:09:11,770 - Train: 22.29% [278900/1251000] [222.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002650] [CE 4.555 (4.727)] [KD 5.853 (5.772)] 2024-10-12 06:09:17,699 - Train: 22.30% [278950/1251000] [223.0/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002650] [CE 4.046 (4.728)] [KD 5.557 (5.701)] 2024-10-12 06:09:25,228 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 32207] [top5_cnt 43045] [top_all 50000] 2024-10-12 06:09:25,229 - net: 64.414 (86.090) 2024-10-12 06:09:30,179 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35567] [top5_cnt 44984] [top_all 50000] 2024-10-12 06:09:30,179 - net_E: 71.134 (89.968) 2024-10-12 06:09:30,318 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.134 (epoch: 223)] 2024-10-12 06:09:30,319 - ==> Total time: 9:31:42 Eta: 1 day, 9:12:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:09:36,689 - Train: 22.30% [279000/1251000] [223.0/1000.0] [batch_t 0.114 (0.132)] [data_t 0.003] [optim_t 0.112] [lr 0.002650] [CE 4.139 (4.743)] [KD 5.414 (5.597)] 2024-10-12 06:09:42,612 - Train: 22.31% [279050/1251000] [223.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002650] [CE 4.600 (4.733)] [KD 5.812 (5.602)] 2024-10-12 06:09:48,391 - Train: 22.31% [279100/1251000] [223.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002650] [CE 4.731 (4.767)] [KD 5.993 (5.737)] 2024-10-12 06:09:54,349 - Train: 22.31% [279150/1251000] [223.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002650] [CE 4.916 (4.711)] [KD 5.726 (5.666)] 2024-10-12 06:10:00,463 - Train: 22.32% [279200/1251000] [223.2/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002650] [CE 4.905 (4.712)] [KD 5.819 (5.746)] 2024-10-12 06:10:06,685 - Train: 22.32% [279250/1251000] [223.2/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002650] [CE 5.214 (4.730)] [KD 5.883 (5.660)] 2024-10-12 06:10:12,551 - Train: 22.33% [279300/1251000] [223.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002649] [CE 4.993 (4.663)] [KD 5.818 (5.670)] 2024-10-12 06:10:18,614 - Train: 22.33% [279350/1251000] [223.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002649] [CE 4.896 (4.716)] [KD 5.509 (5.701)] 2024-10-12 06:10:24,410 - Train: 22.33% [279400/1251000] [223.3/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002649] [CE 4.877 (4.701)] [KD 5.842 (5.722)] 2024-10-12 06:10:30,363 - Train: 22.34% [279450/1251000] [223.4/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002649] [CE 5.149 (4.646)] [KD 5.891 (5.674)] 2024-10-12 06:10:36,184 - Train: 22.34% [279500/1251000] [223.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002649] [CE 4.832 (4.670)] [KD 5.547 (5.610)] 2024-10-12 06:10:42,009 - Train: 22.35% [279550/1251000] [223.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002649] [CE 4.607 (4.683)] [KD 5.341 (5.685)] 2024-10-12 06:10:48,244 - Train: 22.35% [279600/1251000] [223.5/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002649] [CE 4.379 (4.704)] [KD 5.741 (5.770)] 2024-10-12 06:10:54,254 - Train: 22.35% [279650/1251000] [223.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002649] [CE 4.161 (4.763)] [KD 5.668 (5.829)] 2024-10-12 06:10:59,992 - Train: 22.36% [279700/1251000] [223.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002648] [CE 5.017 (4.737)] [KD 5.833 (5.678)] 2024-10-12 06:11:05,787 - Train: 22.36% [279750/1251000] [223.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002648] [CE 4.539 (4.756)] [KD 5.768 (5.587)] 2024-10-12 06:11:11,669 - Train: 22.37% [279800/1251000] [223.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002648] [CE 4.373 (4.711)] [KD 5.560 (5.707)] 2024-10-12 06:11:17,606 - Train: 22.37% [279850/1251000] [223.7/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002648] [CE 4.998 (4.714)] [KD 5.542 (5.686)] 2024-10-12 06:11:23,499 - Train: 22.37% [279900/1251000] [223.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002648] [CE 4.412 (4.696)] [KD 5.588 (5.691)] 2024-10-12 06:11:29,277 - Train: 22.38% [279950/1251000] [223.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002648] [CE 4.638 (4.687)] [KD 5.712 (5.578)] 2024-10-12 06:11:35,211 - Train: 22.38% [280000/1251000] [223.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002648] [CE 4.868 (4.704)] [KD 5.700 (5.629)] 2024-10-12 06:11:41,491 - Train: 22.39% [280050/1251000] [223.9/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.112] [lr 0.002648] [CE 4.750 (4.729)] [KD 5.713 (5.618)] 2024-10-12 06:11:47,429 - Train: 22.39% [280100/1251000] [223.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002648] [CE 4.402 (4.747)] [KD 5.557 (5.667)] 2024-10-12 06:11:53,343 - Train: 22.39% [280150/1251000] [223.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002647] [CE 4.561 (4.726)] [KD 5.763 (5.676)] 2024-10-12 06:11:59,419 - Train: 22.40% [280200/1251000] [224.0/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002647] [CE 4.513 (4.771)] [KD 6.003 (5.680)] 2024-10-12 06:12:07,000 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31758] [top5_cnt 42811] [top_all 50000] 2024-10-12 06:12:07,001 - net: 63.516 (85.622) 2024-10-12 06:12:12,108 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35571] [top5_cnt 44992] [top_all 50000] 2024-10-12 06:12:12,109 - net_E: 71.142 (89.984) 2024-10-12 06:12:12,258 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:12:12,259 - ==> Total time: 9:34:24 Eta: 1 day, 9:09:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:12:19,232 - Train: 22.40% [280250/1251000] [224.0/1000.0] [batch_t 0.116 (0.131)] [data_t 0.002] [optim_t 0.114] [lr 0.002647] [CE 4.662 (4.724)] [KD 5.547 (5.552)] 2024-10-12 06:12:25,040 - Train: 22.41% [280300/1251000] [224.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002647] [CE 4.410 (4.701)] [KD 5.747 (5.620)] 2024-10-12 06:12:30,876 - Train: 22.41% [280350/1251000] [224.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002647] [CE 5.048 (4.716)] [KD 5.745 (5.656)] 2024-10-12 06:12:36,798 - Train: 22.41% [280400/1251000] [224.1/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002647] [CE 4.456 (4.713)] [KD 5.717 (5.668)] 2024-10-12 06:12:43,119 - Train: 22.42% [280450/1251000] [224.2/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002647] [CE 4.820 (4.709)] [KD 5.628 (5.660)] 2024-10-12 06:12:49,233 - Train: 22.42% [280500/1251000] [224.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002647] [CE 4.898 (4.740)] [KD 5.774 (5.649)] 2024-10-12 06:12:55,269 - Train: 22.43% [280550/1251000] [224.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002646] [CE 4.835 (4.667)] [KD 5.737 (5.621)] 2024-10-12 06:13:01,214 - Train: 22.43% [280600/1251000] [224.3/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002646] [CE 4.461 (4.670)] [KD 5.343 (5.557)] 2024-10-12 06:13:07,199 - Train: 22.43% [280650/1251000] [224.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002646] [CE 4.310 (4.667)] [KD 5.706 (5.652)] 2024-10-12 06:13:13,083 - Train: 22.44% [280700/1251000] [224.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002646] [CE 5.177 (4.735)] [KD 5.825 (5.749)] 2024-10-12 06:13:19,019 - Train: 22.44% [280750/1251000] [224.4/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002646] [CE 4.834 (4.658)] [KD 5.709 (5.689)] 2024-10-12 06:13:25,013 - Train: 22.45% [280800/1251000] [224.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002646] [CE 4.331 (4.684)] [KD 5.754 (5.616)] 2024-10-12 06:13:31,166 - Train: 22.45% [280850/1251000] [224.5/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002646] [CE 4.356 (4.740)] [KD 5.415 (5.688)] 2024-10-12 06:13:37,072 - Train: 22.45% [280900/1251000] [224.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002646] [CE 4.987 (4.675)] [KD 5.966 (5.711)] 2024-10-12 06:13:43,050 - Train: 22.46% [280950/1251000] [224.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002645] [CE 4.994 (4.708)] [KD 5.741 (5.662)] 2024-10-12 06:13:48,822 - Train: 22.46% [281000/1251000] [224.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002645] [CE 4.529 (4.668)] [KD 5.604 (5.565)] 2024-10-12 06:13:54,824 - Train: 22.47% [281050/1251000] [224.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002645] [CE 4.652 (4.675)] [KD 5.737 (5.657)] 2024-10-12 06:14:00,755 - Train: 22.47% [281100/1251000] [224.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002645] [CE 4.745 (4.706)] [KD 5.464 (5.733)] 2024-10-12 06:14:06,607 - Train: 22.47% [281150/1251000] [224.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002645] [CE 4.638 (4.780)] [KD 5.663 (5.821)] 2024-10-12 06:14:12,445 - Train: 22.48% [281200/1251000] [224.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002645] [CE 4.840 (4.755)] [KD 5.591 (5.719)] 2024-10-12 06:14:18,332 - Train: 22.48% [281250/1251000] [224.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002645] [CE 4.485 (4.668)] [KD 5.407 (5.658)] 2024-10-12 06:14:24,559 - Train: 22.49% [281300/1251000] [224.9/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002645] [CE 4.736 (4.718)] [KD 5.823 (5.699)] 2024-10-12 06:14:30,573 - Train: 22.49% [281350/1251000] [224.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002645] [CE 4.699 (4.746)] [KD 5.451 (5.689)] 2024-10-12 06:14:36,369 - Train: 22.49% [281400/1251000] [224.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002644] [CE 4.374 (4.690)] [KD 5.426 (5.681)] 2024-10-12 06:14:42,425 - Train: 22.50% [281450/1251000] [225.0/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002644] [CE 5.043 (4.728)] [KD 5.862 (5.712)] 2024-10-12 06:14:50,190 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31999] [top5_cnt 42875] [top_all 50000] 2024-10-12 06:14:50,190 - net: 63.998 (85.750) 2024-10-12 06:14:55,149 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 35557] [top5_cnt 45007] [top_all 50000] 2024-10-12 06:14:55,149 - net_E: 71.114 (90.014) 2024-10-12 06:14:55,294 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:14:55,295 - ==> Total time: 9:37:07 Eta: 1 day, 9:07:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:15:01,677 - Train: 22.50% [281500/1251000] [225.0/1000.0] [batch_t 0.118 (0.128)] [data_t 0.003] [optim_t 0.115] [lr 0.002644] [CE 4.705 (4.735)] [KD 5.565 (5.513)] 2024-10-12 06:15:11,341 - Train: 22.51% [281550/1251000] [225.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002644] [CE 5.070 (4.781)] [KD 6.023 (5.598)] 2024-10-12 06:15:17,189 - Train: 22.51% [281600/1251000] [225.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002644] [CE 4.712 (4.673)] [KD 5.583 (5.553)] 2024-10-12 06:15:23,264 - Train: 22.51% [281650/1251000] [225.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002644] [CE 4.402 (4.712)] [KD 5.648 (5.620)] 2024-10-12 06:15:29,240 - Train: 22.52% [281700/1251000] [225.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002644] [CE 4.315 (4.680)] [KD 5.248 (5.626)] 2024-10-12 06:15:35,439 - Train: 22.52% [281750/1251000] [225.2/1000.0] [batch_t 0.112 (0.124)] [data_t 0.003] [optim_t 0.109] [lr 0.002644] [CE 5.038 (4.751)] [KD 5.752 (5.638)] 2024-10-12 06:15:41,154 - Train: 22.53% [281800/1251000] [225.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002643] [CE 4.508 (4.662)] [KD 5.265 (5.625)] 2024-10-12 06:15:46,893 - Train: 22.53% [281850/1251000] [225.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002643] [CE 4.630 (4.701)] [KD 5.558 (5.583)] 2024-10-12 06:15:52,881 - Train: 22.53% [281900/1251000] [225.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002643] [CE 4.253 (4.699)] [KD 5.408 (5.672)] 2024-10-12 06:15:58,761 - Train: 22.54% [281950/1251000] [225.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002643] [CE 4.475 (4.848)] [KD 5.583 (5.730)] 2024-10-12 06:16:04,794 - Train: 22.54% [282000/1251000] [225.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002643] [CE 4.720 (4.732)] [KD 5.877 (5.748)] 2024-10-12 06:16:10,825 - Train: 22.55% [282050/1251000] [225.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002643] [CE 4.628 (4.728)] [KD 5.692 (5.711)] 2024-10-12 06:16:16,618 - Train: 22.55% [282100/1251000] [225.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002643] [CE 4.665 (4.723)] [KD 5.450 (5.601)] 2024-10-12 06:16:22,375 - Train: 22.55% [282150/1251000] [225.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002643] [CE 4.699 (4.635)] [KD 5.459 (5.652)] 2024-10-12 06:16:28,390 - Train: 22.56% [282200/1251000] [225.6/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002642] [CE 4.834 (4.749)] [KD 5.926 (5.798)] 2024-10-12 06:16:34,339 - Train: 22.56% [282250/1251000] [225.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002642] [CE 5.195 (4.793)] [KD 6.055 (5.751)] 2024-10-12 06:16:40,368 - Train: 22.57% [282300/1251000] [225.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002642] [CE 5.062 (4.802)] [KD 6.023 (5.802)] 2024-10-12 06:16:46,258 - Train: 22.57% [282350/1251000] [225.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002642] [CE 4.411 (4.764)] [KD 5.482 (5.686)] 2024-10-12 06:16:52,157 - Train: 22.57% [282400/1251000] [225.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002642] [CE 4.396 (4.692)] [KD 5.767 (5.640)] 2024-10-12 06:16:57,949 - Train: 22.58% [282450/1251000] [225.8/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002642] [CE 4.979 (4.782)] [KD 5.980 (5.724)] 2024-10-12 06:17:03,977 - Train: 22.58% [282500/1251000] [225.8/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002642] [CE 4.951 (4.748)] [KD 5.587 (5.631)] 2024-10-12 06:17:09,877 - Train: 22.59% [282550/1251000] [225.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002642] [CE 4.611 (4.663)] [KD 5.469 (5.592)] 2024-10-12 06:17:15,847 - Train: 22.59% [282600/1251000] [225.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002641] [CE 4.772 (4.722)] [KD 5.443 (5.660)] 2024-10-12 06:17:21,631 - Train: 22.59% [282650/1251000] [225.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002641] [CE 4.812 (4.738)] [KD 5.470 (5.676)] 2024-10-12 06:17:27,536 - Train: 22.60% [282700/1251000] [226.0/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002641] [CE 4.294 (4.683)] [KD 5.429 (5.633)] 2024-10-12 06:17:35,676 - Test (net): 100.00% [50/50] [batch_t 0.113 (0.095)] [top1_cnt 31693] [top5_cnt 42771] [top_all 50000] 2024-10-12 06:17:35,677 - net: 63.386 (85.542) 2024-10-12 06:17:40,610 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35560] [top5_cnt 44999] [top_all 50000] 2024-10-12 06:17:40,611 - net_E: 71.120 (89.998) 2024-10-12 06:17:40,757 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:17:40,757 - ==> Total time: 9:39:53 Eta: 1 day, 9:05:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:17:45,389 - Train: 22.60% [282750/1251000] [226.0/1000.0] [batch_t 0.114 (0.138)] [data_t 0.003] [optim_t 0.112] [lr 0.002641] [CE 3.992 (4.625)] [KD 5.250 (5.562)] 2024-10-12 06:17:51,247 - Train: 22.61% [282800/1251000] [226.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002641] [CE 4.893 (4.711)] [KD 5.661 (5.591)] 2024-10-12 06:17:56,997 - Train: 22.61% [282850/1251000] [226.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002641] [CE 4.414 (4.666)] [KD 5.430 (5.582)] 2024-10-12 06:18:03,211 - Train: 22.61% [282900/1251000] [226.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002641] [CE 5.207 (4.741)] [KD 5.970 (5.713)] 2024-10-12 06:18:09,146 - Train: 22.62% [282950/1251000] [226.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002641] [CE 4.737 (4.676)] [KD 5.808 (5.604)] 2024-10-12 06:18:14,902 - Train: 22.62% [283000/1251000] [226.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002641] [CE 4.936 (4.607)] [KD 5.484 (5.517)] 2024-10-12 06:18:20,933 - Train: 22.63% [283050/1251000] [226.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002640] [CE 4.609 (4.673)] [KD 5.472 (5.662)] 2024-10-12 06:18:26,668 - Train: 22.63% [283100/1251000] [226.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002640] [CE 4.242 (4.676)] [KD 5.282 (5.707)] 2024-10-12 06:18:32,485 - Train: 22.63% [283150/1251000] [226.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002640] [CE 4.744 (4.742)] [KD 5.779 (5.633)] 2024-10-12 06:18:38,319 - Train: 22.64% [283200/1251000] [226.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002640] [CE 4.727 (4.700)] [KD 5.611 (5.705)] 2024-10-12 06:18:44,144 - Train: 22.64% [283250/1251000] [226.4/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002640] [CE 4.856 (4.693)] [KD 5.558 (5.672)] 2024-10-12 06:18:50,188 - Train: 22.65% [283300/1251000] [226.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002640] [CE 4.606 (4.674)] [KD 5.230 (5.590)] 2024-10-12 06:18:56,185 - Train: 22.65% [283350/1251000] [226.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002640] [CE 4.558 (4.702)] [KD 5.539 (5.645)] 2024-10-12 06:19:01,995 - Train: 22.65% [283400/1251000] [226.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002640] [CE 4.752 (4.717)] [KD 5.723 (5.738)] 2024-10-12 06:19:07,857 - Train: 22.66% [283450/1251000] [226.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002639] [CE 4.540 (4.769)] [KD 5.429 (5.625)] 2024-10-12 06:19:13,714 - Train: 22.66% [283500/1251000] [226.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002639] [CE 4.878 (4.761)] [KD 5.377 (5.642)] 2024-10-12 06:19:19,602 - Train: 22.67% [283550/1251000] [226.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002639] [CE 4.874 (4.650)] [KD 5.330 (5.568)] 2024-10-12 06:19:25,628 - Train: 22.67% [283600/1251000] [226.7/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002639] [CE 4.541 (4.719)] [KD 5.523 (5.725)] 2024-10-12 06:19:31,498 - Train: 22.67% [283650/1251000] [226.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002639] [CE 4.502 (4.667)] [KD 5.540 (5.608)] 2024-10-12 06:19:37,249 - Train: 22.68% [283700/1251000] [226.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002639] [CE 4.362 (4.721)] [KD 5.144 (5.696)] 2024-10-12 06:19:43,515 - Train: 22.68% [283750/1251000] [226.8/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002639] [CE 4.780 (4.714)] [KD 5.746 (5.701)] 2024-10-12 06:19:49,375 - Train: 22.69% [283800/1251000] [226.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002639] [CE 4.164 (4.727)] [KD 5.241 (5.711)] 2024-10-12 06:19:55,328 - Train: 22.69% [283850/1251000] [226.9/1000.0] [batch_t 0.237 (0.119)] [data_t 0.002] [optim_t 0.235] [lr 0.002638] [CE 4.448 (4.740)] [KD 5.512 (5.620)] 2024-10-12 06:20:01,124 - Train: 22.69% [283900/1251000] [226.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002638] [CE 4.992 (4.663)] [KD 5.908 (5.717)] 2024-10-12 06:20:07,021 - Train: 22.70% [283950/1251000] [227.0/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002638] [CE 4.998 (4.814)] [KD 5.835 (5.810)] 2024-10-12 06:20:15,073 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32197] [top5_cnt 43152] [top_all 50000] 2024-10-12 06:20:15,073 - net: 64.394 (86.304) 2024-10-12 06:20:20,171 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35528] [top5_cnt 45003] [top_all 50000] 2024-10-12 06:20:20,171 - net_E: 71.056 (90.006) 2024-10-12 06:20:20,310 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:20:20,311 - ==> Total time: 9:42:32 Eta: 1 day, 9:03:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:20:24,671 - Train: 22.70% [284000/1251000] [227.0/1000.0] [batch_t 0.121 (0.141)] [data_t 0.003] [optim_t 0.118] [lr 0.002638] [CE 4.920 (4.760)] [KD 5.971 (5.672)] 2024-10-12 06:20:30,735 - Train: 22.71% [284050/1251000] [227.1/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002638] [CE 4.652 (4.689)] [KD 5.648 (5.635)] 2024-10-12 06:20:36,721 - Train: 22.71% [284100/1251000] [227.1/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002638] [CE 4.797 (4.683)] [KD 5.434 (5.597)] 2024-10-12 06:20:42,903 - Train: 22.71% [284150/1251000] [227.1/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002638] [CE 4.500 (4.696)] [KD 5.309 (5.546)] 2024-10-12 06:20:48,662 - Train: 22.72% [284200/1251000] [227.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002638] [CE 4.350 (4.693)] [KD 5.458 (5.576)] 2024-10-12 06:20:54,628 - Train: 22.72% [284250/1251000] [227.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002637] [CE 4.356 (4.754)] [KD 5.504 (5.654)] 2024-10-12 06:21:00,678 - Train: 22.73% [284300/1251000] [227.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002637] [CE 4.898 (4.790)] [KD 5.607 (5.747)] 2024-10-12 06:21:06,496 - Train: 22.73% [284350/1251000] [227.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002637] [CE 4.346 (4.643)] [KD 5.770 (5.533)] 2024-10-12 06:21:12,381 - Train: 22.73% [284400/1251000] [227.3/1000.0] [batch_t 0.235 (0.118)] [data_t 0.003] [optim_t 0.232] [lr 0.002637] [CE 5.053 (4.725)] [KD 5.735 (5.681)] 2024-10-12 06:21:18,223 - Train: 22.74% [284450/1251000] [227.4/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.120] [lr 0.002637] [CE 4.702 (4.755)] [KD 5.429 (5.596)] 2024-10-12 06:21:24,467 - Train: 22.74% [284500/1251000] [227.4/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.119] [lr 0.002637] [CE 4.639 (4.761)] [KD 5.637 (5.702)] 2024-10-12 06:21:30,749 - Train: 22.75% [284550/1251000] [227.5/1000.0] [batch_t 0.115 (0.126)] [data_t 0.002] [optim_t 0.112] [lr 0.002637] [CE 4.610 (4.734)] [KD 5.594 (5.768)] 2024-10-12 06:21:36,582 - Train: 22.75% [284600/1251000] [227.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002637] [CE 4.064 (4.778)] [KD 5.900 (5.820)] 2024-10-12 06:21:42,406 - Train: 22.75% [284650/1251000] [227.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002636] [CE 4.435 (4.794)] [KD 5.907 (5.764)] 2024-10-12 06:21:48,415 - Train: 22.76% [284700/1251000] [227.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002636] [CE 4.940 (4.757)] [KD 5.619 (5.704)] 2024-10-12 06:21:54,204 - Train: 22.76% [284750/1251000] [227.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002636] [CE 4.973 (4.663)] [KD 5.879 (5.652)] 2024-10-12 06:22:00,115 - Train: 22.77% [284800/1251000] [227.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002636] [CE 4.914 (4.731)] [KD 5.503 (5.689)] 2024-10-12 06:22:06,103 - Train: 22.77% [284850/1251000] [227.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002636] [CE 4.503 (4.733)] [KD 5.395 (5.644)] 2024-10-12 06:22:12,108 - Train: 22.77% [284900/1251000] [227.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002636] [CE 4.473 (4.712)] [KD 5.489 (5.668)] 2024-10-12 06:22:18,031 - Train: 22.78% [284950/1251000] [227.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002636] [CE 4.587 (4.749)] [KD 5.754 (5.702)] 2024-10-12 06:22:24,311 - Train: 22.78% [285000/1251000] [227.8/1000.0] [batch_t 0.118 (0.126)] [data_t 0.002] [optim_t 0.116] [lr 0.002636] [CE 4.761 (4.718)] [KD 5.941 (5.658)] 2024-10-12 06:22:30,193 - Train: 22.79% [285050/1251000] [227.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002636] [CE 4.768 (4.666)] [KD 5.700 (5.681)] 2024-10-12 06:22:36,125 - Train: 22.79% [285100/1251000] [227.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002635] [CE 3.998 (4.644)] [KD 5.214 (5.685)] 2024-10-12 06:22:42,092 - Train: 22.79% [285150/1251000] [227.9/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002635] [CE 4.638 (4.702)] [KD 5.591 (5.709)] 2024-10-12 06:22:47,932 - Train: 22.80% [285200/1251000] [228.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002635] [CE 4.564 (4.641)] [KD 5.518 (5.575)] 2024-10-12 06:22:56,108 - Test (net): 100.00% [50/50] [batch_t 0.031 (0.093)] [top1_cnt 31950] [top5_cnt 42918] [top_all 50000] 2024-10-12 06:22:56,108 - net: 63.900 (85.836) 2024-10-12 06:23:01,025 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 35547] [top5_cnt 44999] [top_all 50000] 2024-10-12 06:23:01,026 - net_E: 71.094 (89.998) 2024-10-12 06:23:01,176 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:23:01,177 - ==> Total time: 9:45:13 Eta: 1 day, 9:01:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:23:09,297 - Train: 22.80% [285250/1251000] [228.0/1000.0] [batch_t 0.118 (0.133)] [data_t 0.002] [optim_t 0.116] [lr 0.002635] [CE 4.363 (4.771)] [KD 4.976 (5.764)] 2024-10-12 06:23:15,535 - Train: 22.81% [285300/1251000] [228.1/1000.0] [batch_t 0.121 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.002635] [CE 4.936 (4.715)] [KD 5.558 (5.614)] 2024-10-12 06:23:21,648 - Train: 22.81% [285350/1251000] [228.1/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002635] [CE 4.290 (4.654)] [KD 5.275 (5.587)] 2024-10-12 06:23:28,153 - Train: 22.81% [285400/1251000] [228.1/1000.0] [batch_t 0.116 (0.130)] [data_t 0.002] [optim_t 0.114] [lr 0.002635] [CE 5.002 (4.727)] [KD 5.798 (5.634)] 2024-10-12 06:23:34,047 - Train: 22.82% [285450/1251000] [228.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002635] [CE 4.731 (4.681)] [KD 5.439 (5.626)] 2024-10-12 06:23:39,919 - Train: 22.82% [285500/1251000] [228.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002634] [CE 4.959 (4.754)] [KD 5.848 (5.620)] 2024-10-12 06:23:45,887 - Train: 22.83% [285550/1251000] [228.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002634] [CE 4.719 (4.756)] [KD 5.351 (5.652)] 2024-10-12 06:23:51,731 - Train: 22.83% [285600/1251000] [228.3/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.120] [lr 0.002634] [CE 4.542 (4.722)] [KD 5.155 (5.630)] 2024-10-12 06:23:57,680 - Train: 22.83% [285650/1251000] [228.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002634] [CE 4.580 (4.757)] [KD 5.939 (5.668)] 2024-10-12 06:24:03,804 - Train: 22.84% [285700/1251000] [228.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002634] [CE 5.127 (4.683)] [KD 5.997 (5.676)] 2024-10-12 06:24:10,015 - Train: 22.84% [285750/1251000] [228.4/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002634] [CE 4.443 (4.656)] [KD 5.516 (5.646)] 2024-10-12 06:24:15,876 - Train: 22.85% [285800/1251000] [228.5/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002634] [CE 4.125 (4.672)] [KD 5.439 (5.664)] 2024-10-12 06:24:21,969 - Train: 22.85% [285850/1251000] [228.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002634] [CE 5.072 (4.790)] [KD 5.763 (5.628)] 2024-10-12 06:24:27,903 - Train: 22.85% [285900/1251000] [228.5/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.120] [lr 0.002633] [CE 4.312 (4.690)] [KD 5.716 (5.656)] 2024-10-12 06:24:33,885 - Train: 22.86% [285950/1251000] [228.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002633] [CE 5.082 (4.751)] [KD 5.893 (5.677)] 2024-10-12 06:24:40,098 - Train: 22.86% [286000/1251000] [228.6/1000.0] [batch_t 0.124 (0.124)] [data_t 0.002] [optim_t 0.121] [lr 0.002633] [CE 4.580 (4.610)] [KD 5.546 (5.646)] 2024-10-12 06:24:45,980 - Train: 22.87% [286050/1251000] [228.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002633] [CE 5.090 (4.639)] [KD 5.906 (5.585)] 2024-10-12 06:24:51,830 - Train: 22.87% [286100/1251000] [228.7/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002633] [CE 4.658 (4.639)] [KD 5.512 (5.652)] 2024-10-12 06:24:57,943 - Train: 22.87% [286150/1251000] [228.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002633] [CE 4.983 (4.676)] [KD 5.437 (5.627)] 2024-10-12 06:25:03,910 - Train: 22.88% [286200/1251000] [228.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002633] [CE 4.746 (4.634)] [KD 5.375 (5.598)] 2024-10-12 06:25:10,157 - Train: 22.88% [286250/1251000] [228.8/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.118] [lr 0.002633] [CE 5.218 (4.672)] [KD 5.918 (5.653)] 2024-10-12 06:25:16,188 - Train: 22.89% [286300/1251000] [228.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002632] [CE 4.875 (4.744)] [KD 5.855 (5.758)] 2024-10-12 06:25:22,124 - Train: 22.89% [286350/1251000] [228.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002632] [CE 4.652 (4.731)] [KD 5.452 (5.639)] 2024-10-12 06:25:28,075 - Train: 22.89% [286400/1251000] [228.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002632] [CE 4.972 (4.751)] [KD 5.842 (5.700)] 2024-10-12 06:25:33,992 - Train: 22.90% [286450/1251000] [229.0/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002632] [CE 4.835 (4.694)] [KD 5.526 (5.694)] 2024-10-12 06:25:42,240 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 31910] [top5_cnt 42877] [top_all 50000] 2024-10-12 06:25:42,240 - net: 63.820 (85.754) 2024-10-12 06:25:47,418 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 35560] [top5_cnt 45016] [top_all 50000] 2024-10-12 06:25:47,419 - net_E: 71.120 (90.032) 2024-10-12 06:25:47,560 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:25:47,560 - ==> Total time: 9:48:00 Eta: 1 day, 8:59:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:25:51,841 - Train: 22.90% [286500/1251000] [229.0/1000.0] [batch_t 0.115 (0.147)] [data_t 0.003] [optim_t 0.113] [lr 0.002632] [CE 4.236 (4.668)] [KD 5.114 (5.540)] 2024-10-12 06:25:58,275 - Train: 22.91% [286550/1251000] [229.1/1000.0] [batch_t 0.118 (0.129)] [data_t 0.002] [optim_t 0.116] [lr 0.002632] [CE 4.749 (4.636)] [KD 5.828 (5.590)] 2024-10-12 06:26:04,269 - Train: 22.91% [286600/1251000] [229.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002632] [CE 4.465 (4.729)] [KD 5.552 (5.710)] 2024-10-12 06:26:10,155 - Train: 22.91% [286650/1251000] [229.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002632] [CE 4.815 (4.625)] [KD 5.404 (5.643)] 2024-10-12 06:26:15,931 - Train: 22.92% [286700/1251000] [229.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002631] [CE 5.260 (4.795)] [KD 5.861 (5.678)] 2024-10-12 06:26:21,712 - Train: 22.92% [286750/1251000] [229.2/1000.0] [batch_t 0.123 (0.116)] [data_t 0.002] [optim_t 0.120] [lr 0.002631] [CE 4.203 (4.776)] [KD 5.397 (5.730)] 2024-10-12 06:26:27,904 - Train: 22.93% [286800/1251000] [229.3/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002631] [CE 4.895 (4.736)] [KD 5.613 (5.634)] 2024-10-12 06:26:33,843 - Train: 22.93% [286850/1251000] [229.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002631] [CE 3.942 (4.707)] [KD 5.544 (5.572)] 2024-10-12 06:26:39,929 - Train: 22.93% [286900/1251000] [229.3/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002631] [CE 4.970 (4.731)] [KD 5.848 (5.606)] 2024-10-12 06:26:45,698 - Train: 22.94% [286950/1251000] [229.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002631] [CE 4.495 (4.676)] [KD 5.397 (5.631)] 2024-10-12 06:26:51,723 - Train: 22.94% [287000/1251000] [229.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002631] [CE 4.590 (4.605)] [KD 5.763 (5.456)] 2024-10-12 06:26:57,594 - Train: 22.95% [287050/1251000] [229.5/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002631] [CE 4.195 (4.686)] [KD 5.449 (5.546)] 2024-10-12 06:27:03,678 - Train: 22.95% [287100/1251000] [229.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002630] [CE 4.820 (4.658)] [KD 5.805 (5.625)] 2024-10-12 06:27:09,566 - Train: 22.95% [287150/1251000] [229.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002630] [CE 4.230 (4.734)] [KD 5.565 (5.646)] 2024-10-12 06:27:15,637 - Train: 22.96% [287200/1251000] [229.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002630] [CE 4.494 (4.737)] [KD 5.375 (5.679)] 2024-10-12 06:27:21,625 - Train: 22.96% [287250/1251000] [229.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002630] [CE 4.514 (4.714)] [KD 5.628 (5.528)] 2024-10-12 06:27:27,632 - Train: 22.97% [287300/1251000] [229.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002630] [CE 4.892 (4.687)] [KD 5.804 (5.629)] 2024-10-12 06:27:33,712 - Train: 22.97% [287350/1251000] [229.7/1000.0] [batch_t 0.296 (0.121)] [data_t 0.003] [optim_t 0.293] [lr 0.002630] [CE 5.136 (4.763)] [KD 5.718 (5.728)] 2024-10-12 06:27:40,077 - Train: 22.97% [287400/1251000] [229.7/1000.0] [batch_t 0.118 (0.127)] [data_t 0.003] [optim_t 0.115] [lr 0.002630] [CE 4.650 (4.687)] [KD 5.736 (5.682)] 2024-10-12 06:27:45,884 - Train: 22.98% [287450/1251000] [229.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002630] [CE 4.800 (4.813)] [KD 5.671 (5.747)] 2024-10-12 06:27:51,846 - Train: 22.98% [287500/1251000] [229.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002629] [CE 4.895 (4.815)] [KD 5.685 (5.695)] 2024-10-12 06:27:57,611 - Train: 22.99% [287550/1251000] [229.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002629] [CE 4.570 (4.669)] [KD 5.584 (5.626)] 2024-10-12 06:28:03,419 - Train: 22.99% [287600/1251000] [229.9/1000.0] [batch_t 0.123 (0.116)] [data_t 0.002] [optim_t 0.121] [lr 0.002629] [CE 4.755 (4.671)] [KD 5.544 (5.586)] 2024-10-12 06:28:09,730 - Train: 22.99% [287650/1251000] [229.9/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002629] [CE 4.497 (4.678)] [KD 5.587 (5.624)] 2024-10-12 06:28:15,641 - Train: 23.00% [287700/1251000] [230.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002629] [CE 4.806 (4.738)] [KD 5.734 (5.691)] 2024-10-12 06:28:24,086 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 32059] [top5_cnt 42902] [top_all 50000] 2024-10-12 06:28:24,087 - net: 64.118 (85.804) 2024-10-12 06:28:28,953 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.090)] [top1_cnt 35566] [top5_cnt 44978] [top_all 50000] 2024-10-12 06:28:28,953 - net_E: 71.132 (89.956) 2024-10-12 06:28:29,105 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:28:29,106 - ==> Total time: 9:50:41 Eta: 1 day, 8:57:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:28:33,130 - Train: 23.00% [287750/1251000] [230.0/1000.0] [batch_t 0.115 (0.148)] [data_t 0.003] [optim_t 0.113] [lr 0.002629] [CE 4.620 (4.713)] [KD 5.637 (5.557)] 2024-10-12 06:28:39,347 - Train: 23.01% [287800/1251000] [230.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002629] [CE 4.713 (4.743)] [KD 5.610 (5.602)] 2024-10-12 06:28:45,470 - Train: 23.01% [287850/1251000] [230.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002629] [CE 4.762 (4.728)] [KD 5.870 (5.652)] 2024-10-12 06:28:51,334 - Train: 23.01% [287900/1251000] [230.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002628] [CE 4.427 (4.687)] [KD 5.239 (5.599)] 2024-10-12 06:28:57,368 - Train: 23.02% [287950/1251000] [230.2/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002628] [CE 4.519 (4.778)] [KD 5.641 (5.659)] 2024-10-12 06:29:03,373 - Train: 23.02% [288000/1251000] [230.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002628] [CE 4.863 (4.697)] [KD 5.673 (5.655)] 2024-10-12 06:29:09,300 - Train: 23.03% [288050/1251000] [230.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002628] [CE 4.967 (4.743)] [KD 5.864 (5.733)] 2024-10-12 06:29:15,341 - Train: 23.03% [288100/1251000] [230.3/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002628] [CE 4.411 (4.752)] [KD 5.898 (5.843)] 2024-10-12 06:29:21,295 - Train: 23.03% [288150/1251000] [230.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002628] [CE 4.919 (4.856)] [KD 5.635 (5.815)] 2024-10-12 06:29:27,214 - Train: 23.04% [288200/1251000] [230.4/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002628] [CE 4.509 (4.763)] [KD 5.539 (5.729)] 2024-10-12 06:29:33,410 - Train: 23.04% [288250/1251000] [230.4/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002628] [CE 4.468 (4.679)] [KD 5.685 (5.694)] 2024-10-12 06:29:39,281 - Train: 23.05% [288300/1251000] [230.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002628] [CE 4.981 (4.698)] [KD 5.804 (5.643)] 2024-10-12 06:29:45,106 - Train: 23.05% [288350/1251000] [230.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002627] [CE 5.016 (4.709)] [KD 5.552 (5.697)] 2024-10-12 06:29:51,178 - Train: 23.05% [288400/1251000] [230.5/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002627] [CE 4.855 (4.695)] [KD 5.483 (5.675)] 2024-10-12 06:29:57,147 - Train: 23.06% [288450/1251000] [230.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002627] [CE 4.707 (4.720)] [KD 5.382 (5.570)] 2024-10-12 06:30:03,233 - Train: 23.06% [288500/1251000] [230.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002627] [CE 4.965 (4.678)] [KD 5.744 (5.624)] 2024-10-12 06:30:09,169 - Train: 23.07% [288550/1251000] [230.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002627] [CE 4.554 (4.721)] [KD 5.439 (5.665)] 2024-10-12 06:30:15,060 - Train: 23.07% [288600/1251000] [230.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002627] [CE 4.870 (4.712)] [KD 5.811 (5.667)] 2024-10-12 06:30:20,927 - Train: 23.07% [288650/1251000] [230.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002627] [CE 4.999 (4.753)] [KD 6.270 (5.709)] 2024-10-12 06:30:26,829 - Train: 23.08% [288700/1251000] [230.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002627] [CE 4.264 (4.796)] [KD 5.318 (5.660)] 2024-10-12 06:30:32,597 - Train: 23.08% [288750/1251000] [230.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002626] [CE 4.351 (4.649)] [KD 5.528 (5.586)] 2024-10-12 06:30:38,827 - Train: 23.09% [288800/1251000] [230.9/1000.0] [batch_t 0.123 (0.125)] [data_t 0.002] [optim_t 0.121] [lr 0.002626] [CE 4.595 (4.690)] [KD 5.374 (5.603)] 2024-10-12 06:30:44,883 - Train: 23.09% [288850/1251000] [230.9/1000.0] [batch_t 0.124 (0.121)] [data_t 0.002] [optim_t 0.121] [lr 0.002626] [CE 5.010 (4.647)] [KD 6.015 (5.598)] 2024-10-12 06:30:50,943 - Train: 23.09% [288900/1251000] [230.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002626] [CE 4.324 (4.586)] [KD 5.373 (5.600)] 2024-10-12 06:30:56,902 - Train: 23.10% [288950/1251000] [231.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002626] [CE 5.174 (4.755)] [KD 5.930 (5.705)] 2024-10-12 06:31:05,546 - Test (net): 100.00% [50/50] [batch_t 0.094 (0.095)] [top1_cnt 32020] [top5_cnt 42848] [top_all 50000] 2024-10-12 06:31:05,546 - net: 64.040 (85.696) 2024-10-12 06:31:10,512 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 35564] [top5_cnt 44961] [top_all 50000] 2024-10-12 06:31:10,513 - net_E: 71.128 (89.922) 2024-10-12 06:31:10,661 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:31:10,662 - ==> Total time: 9:53:23 Eta: 1 day, 8:55:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:31:14,501 - Train: 23.10% [289000/1251000] [231.0/1000.0] [batch_t 0.114 (0.145)] [data_t 0.003] [optim_t 0.111] [lr 0.002626] [CE 4.584 (4.714)] [KD 5.569 (5.623)] 2024-10-12 06:31:20,480 - Train: 23.11% [289050/1251000] [231.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002626] [CE 4.657 (4.691)] [KD 5.461 (5.683)] 2024-10-12 06:31:26,714 - Train: 23.11% [289100/1251000] [231.1/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002626] [CE 4.725 (4.707)] [KD 5.772 (5.643)] 2024-10-12 06:31:32,585 - Train: 23.11% [289150/1251000] [231.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002625] [CE 4.595 (4.687)] [KD 5.418 (5.619)] 2024-10-12 06:31:38,697 - Train: 23.12% [289200/1251000] [231.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002625] [CE 4.836 (4.711)] [KD 5.921 (5.649)] 2024-10-12 06:31:44,603 - Train: 23.12% [289250/1251000] [231.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002625] [CE 4.550 (4.729)] [KD 5.825 (5.598)] 2024-10-12 06:31:50,520 - Train: 23.13% [289300/1251000] [231.3/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002625] [CE 4.539 (4.731)] [KD 5.782 (5.658)] 2024-10-12 06:31:56,816 - Train: 23.13% [289350/1251000] [231.3/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002625] [CE 4.365 (4.706)] [KD 5.660 (5.604)] 2024-10-12 06:32:02,939 - Train: 23.13% [289400/1251000] [231.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002625] [CE 4.603 (4.699)] [KD 5.500 (5.730)] 2024-10-12 06:32:08,758 - Train: 23.14% [289450/1251000] [231.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002625] [CE 4.562 (4.678)] [KD 5.698 (5.685)] 2024-10-12 06:32:14,831 - Train: 23.14% [289500/1251000] [231.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002625] [CE 4.861 (4.762)] [KD 5.784 (5.717)] 2024-10-12 06:32:20,652 - Train: 23.15% [289550/1251000] [231.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002624] [CE 4.382 (4.747)] [KD 5.249 (5.687)] 2024-10-12 06:32:26,675 - Train: 23.15% [289600/1251000] [231.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002624] [CE 5.168 (4.743)] [KD 6.239 (5.684)] 2024-10-12 06:32:32,718 - Train: 23.15% [289650/1251000] [231.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002624] [CE 4.530 (4.759)] [KD 5.516 (5.672)] 2024-10-12 06:32:38,605 - Train: 23.16% [289700/1251000] [231.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002624] [CE 4.670 (4.672)] [KD 5.643 (5.590)] 2024-10-12 06:32:44,724 - Train: 23.16% [289750/1251000] [231.6/1000.0] [batch_t 0.220 (0.122)] [data_t 0.003] [optim_t 0.218] [lr 0.002624] [CE 4.727 (4.688)] [KD 5.673 (5.627)] 2024-10-12 06:32:50,869 - Train: 23.17% [289800/1251000] [231.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002624] [CE 4.849 (4.754)] [KD 5.708 (5.757)] 2024-10-12 06:32:56,731 - Train: 23.17% [289850/1251000] [231.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002624] [CE 5.193 (4.703)] [KD 5.479 (5.652)] 2024-10-12 06:33:02,570 - Train: 23.17% [289900/1251000] [231.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002624] [CE 4.862 (4.669)] [KD 5.647 (5.751)] 2024-10-12 06:33:08,766 - Train: 23.18% [289950/1251000] [231.8/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002623] [CE 4.990 (4.715)] [KD 5.658 (5.653)] 2024-10-12 06:33:14,700 - Train: 23.18% [290000/1251000] [231.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002623] [CE 4.932 (4.758)] [KD 5.922 (5.688)] 2024-10-12 06:33:20,751 - Train: 23.19% [290050/1251000] [231.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002623] [CE 4.867 (4.735)] [KD 5.939 (5.765)] 2024-10-12 06:33:26,583 - Train: 23.19% [290100/1251000] [231.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002623] [CE 4.751 (4.763)] [KD 5.560 (5.715)] 2024-10-12 06:33:32,552 - Train: 23.19% [290150/1251000] [231.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002623] [CE 4.472 (4.659)] [KD 5.592 (5.609)] 2024-10-12 06:33:38,841 - Train: 23.20% [290200/1251000] [232.0/1000.0] [batch_t 0.254 (0.126)] [data_t 0.002] [optim_t 0.252] [lr 0.002623] [CE 5.173 (4.761)] [KD 5.995 (5.727)] 2024-10-12 06:33:47,761 - Test (net): 100.00% [50/50] [batch_t 0.059 (0.095)] [top1_cnt 31583] [top5_cnt 42573] [top_all 50000] 2024-10-12 06:33:47,761 - net: 63.166 (85.146) 2024-10-12 06:33:52,753 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35533] [top5_cnt 44994] [top_all 50000] 2024-10-12 06:33:52,754 - net_E: 71.066 (89.988) 2024-10-12 06:33:52,880 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:33:52,881 - ==> Total time: 9:56:05 Eta: 1 day, 8:53:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:33:56,492 - Train: 23.20% [290250/1251000] [232.0/1000.0] [batch_t 0.114 (0.140)] [data_t 0.003] [optim_t 0.111] [lr 0.002623] [CE 5.000 (4.758)] [KD 5.562 (5.553)] 2024-10-12 06:34:02,263 - Train: 23.21% [290300/1251000] [232.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002623] [CE 4.791 (4.697)] [KD 5.659 (5.533)] 2024-10-12 06:34:08,346 - Train: 23.21% [290350/1251000] [232.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002622] [CE 4.394 (4.712)] [KD 5.280 (5.553)] 2024-10-12 06:34:14,090 - Train: 23.21% [290400/1251000] [232.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002622] [CE 5.082 (4.686)] [KD 5.682 (5.586)] 2024-10-12 06:34:19,801 - Train: 23.22% [290450/1251000] [232.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.114] [lr 0.002622] [CE 4.460 (4.719)] [KD 5.336 (5.653)] 2024-10-12 06:34:25,965 - Train: 23.22% [290500/1251000] [232.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002622] [CE 4.407 (4.678)] [KD 5.537 (5.606)] 2024-10-12 06:34:31,820 - Train: 23.23% [290550/1251000] [232.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002622] [CE 4.610 (4.724)] [KD 5.470 (5.592)] 2024-10-12 06:34:37,534 - Train: 23.23% [290600/1251000] [232.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002622] [CE 5.054 (4.730)] [KD 5.846 (5.591)] 2024-10-12 06:34:43,866 - Train: 23.23% [290650/1251000] [232.3/1000.0] [batch_t 0.117 (0.127)] [data_t 0.002] [optim_t 0.115] [lr 0.002622] [CE 4.226 (4.698)] [KD 5.297 (5.601)] 2024-10-12 06:34:49,741 - Train: 23.24% [290700/1251000] [232.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002622] [CE 4.703 (4.654)] [KD 5.436 (5.616)] 2024-10-12 06:34:55,548 - Train: 23.24% [290750/1251000] [232.4/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002621] [CE 4.392 (4.651)] [KD 5.007 (5.555)] 2024-10-12 06:35:01,530 - Train: 23.25% [290800/1251000] [232.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002621] [CE 5.060 (4.683)] [KD 5.999 (5.591)] 2024-10-12 06:35:07,390 - Train: 23.25% [290850/1251000] [232.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002621] [CE 4.965 (4.752)] [KD 5.666 (5.705)] 2024-10-12 06:35:13,197 - Train: 23.25% [290900/1251000] [232.5/1000.0] [batch_t 0.224 (0.116)] [data_t 0.003] [optim_t 0.222] [lr 0.002621] [CE 5.020 (4.629)] [KD 6.001 (5.614)] 2024-10-12 06:35:18,899 - Train: 23.26% [290950/1251000] [232.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002621] [CE 4.076 (4.651)] [KD 5.369 (5.564)] 2024-10-12 06:35:24,764 - Train: 23.26% [291000/1251000] [232.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002621] [CE 4.926 (4.728)] [KD 5.820 (5.628)] 2024-10-12 06:35:30,877 - Train: 23.27% [291050/1251000] [232.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002621] [CE 4.863 (4.817)] [KD 5.878 (5.772)] 2024-10-12 06:35:36,764 - Train: 23.27% [291100/1251000] [232.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002621] [CE 4.574 (4.686)] [KD 5.405 (5.644)] 2024-10-12 06:35:42,512 - Train: 23.27% [291150/1251000] [232.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002620] [CE 4.345 (4.712)] [KD 5.415 (5.672)] 2024-10-12 06:35:48,451 - Train: 23.28% [291200/1251000] [232.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002620] [CE 5.336 (4.721)] [KD 5.648 (5.605)] 2024-10-12 06:35:54,339 - Train: 23.28% [291250/1251000] [232.8/1000.0] [batch_t 0.123 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002620] [CE 4.782 (4.790)] [KD 5.559 (5.703)] 2024-10-12 06:36:00,172 - Train: 23.29% [291300/1251000] [232.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002620] [CE 4.606 (4.667)] [KD 6.051 (5.653)] 2024-10-12 06:36:06,282 - Train: 23.29% [291350/1251000] [232.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002620] [CE 4.671 (4.710)] [KD 5.445 (5.754)] 2024-10-12 06:36:12,218 - Train: 23.29% [291400/1251000] [232.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002620] [CE 4.071 (4.720)] [KD 5.302 (5.674)] 2024-10-12 06:36:18,033 - Train: 23.30% [291450/1251000] [233.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002620] [CE 4.488 (4.694)] [KD 5.377 (5.581)] 2024-10-12 06:36:26,850 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 31961] [top5_cnt 42933] [top_all 50000] 2024-10-12 06:36:26,850 - net: 63.922 (85.866) 2024-10-12 06:36:32,001 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.097)] [top1_cnt 35502] [top5_cnt 44990] [top_all 50000] 2024-10-12 06:36:32,002 - net_E: 71.004 (89.980) 2024-10-12 06:36:32,139 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:36:32,140 - ==> Total time: 9:58:44 Eta: 1 day, 8:50:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:36:35,738 - Train: 23.30% [291500/1251000] [233.0/1000.0] [batch_t 0.115 (0.147)] [data_t 0.002] [optim_t 0.113] [lr 0.002620] [CE 4.506 (4.549)] [KD 5.276 (5.515)] 2024-10-12 06:36:41,491 - Train: 23.31% [291550/1251000] [233.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002619] [CE 4.504 (4.727)] [KD 5.191 (5.595)] 2024-10-12 06:36:47,384 - Train: 23.31% [291600/1251000] [233.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002619] [CE 4.467 (4.689)] [KD 5.447 (5.496)] 2024-10-12 06:36:53,419 - Train: 23.31% [291650/1251000] [233.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002619] [CE 4.665 (4.674)] [KD 5.655 (5.602)] 2024-10-12 06:36:59,345 - Train: 23.32% [291700/1251000] [233.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002619] [CE 4.506 (4.702)] [KD 5.487 (5.666)] 2024-10-12 06:37:05,200 - Train: 23.32% [291750/1251000] [233.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002619] [CE 4.992 (4.821)] [KD 5.514 (5.693)] 2024-10-12 06:37:11,100 - Train: 23.33% [291800/1251000] [233.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002619] [CE 5.119 (4.687)] [KD 5.933 (5.642)] 2024-10-12 06:37:17,115 - Train: 23.33% [291850/1251000] [233.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002619] [CE 4.766 (4.685)] [KD 5.754 (5.602)] 2024-10-12 06:37:23,333 - Train: 23.33% [291900/1251000] [233.3/1000.0] [batch_t 0.113 (0.124)] [data_t 0.003] [optim_t 0.110] [lr 0.002619] [CE 4.836 (4.681)] [KD 5.929 (5.606)] 2024-10-12 06:37:29,035 - Train: 23.34% [291950/1251000] [233.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002618] [CE 4.078 (4.714)] [KD 5.308 (5.646)] 2024-10-12 06:37:34,724 - Train: 23.34% [292000/1251000] [233.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002618] [CE 4.780 (4.706)] [KD 5.722 (5.684)] 2024-10-12 06:37:40,433 - Train: 23.35% [292050/1251000] [233.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002618] [CE 4.800 (4.700)] [KD 5.731 (5.691)] 2024-10-12 06:37:46,277 - Train: 23.35% [292100/1251000] [233.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002618] [CE 4.776 (4.740)] [KD 5.757 (5.723)] 2024-10-12 06:37:52,196 - Train: 23.35% [292150/1251000] [233.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002618] [CE 4.383 (4.734)] [KD 5.607 (5.698)] 2024-10-12 06:37:58,159 - Train: 23.36% [292200/1251000] [233.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002618] [CE 4.895 (4.797)] [KD 5.681 (5.838)] 2024-10-12 06:38:04,003 - Train: 23.36% [292250/1251000] [233.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002618] [CE 5.150 (4.748)] [KD 5.802 (5.734)] 2024-10-12 06:38:09,684 - Train: 23.37% [292300/1251000] [233.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002618] [CE 4.449 (4.676)] [KD 5.578 (5.676)] 2024-10-12 06:38:15,762 - Train: 23.37% [292350/1251000] [233.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002617] [CE 4.720 (4.639)] [KD 5.576 (5.564)] 2024-10-12 06:38:21,459 - Train: 23.37% [292400/1251000] [233.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002617] [CE 4.709 (4.682)] [KD 5.280 (5.602)] 2024-10-12 06:38:27,280 - Train: 23.38% [292450/1251000] [233.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002617] [CE 4.402 (4.719)] [KD 5.579 (5.652)] 2024-10-12 06:38:33,174 - Train: 23.38% [292500/1251000] [233.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002617] [CE 5.129 (4.768)] [KD 6.058 (5.747)] 2024-10-12 06:38:39,004 - Train: 23.39% [292550/1251000] [233.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002617] [CE 5.085 (4.789)] [KD 5.772 (5.772)] 2024-10-12 06:38:44,889 - Train: 23.39% [292600/1251000] [233.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002617] [CE 4.856 (4.700)] [KD 6.132 (5.580)] 2024-10-12 06:38:50,753 - Train: 23.39% [292650/1251000] [233.9/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002617] [CE 4.986 (4.697)] [KD 6.004 (5.696)] 2024-10-12 06:38:56,811 - Train: 23.40% [292700/1251000] [234.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002617] [CE 4.872 (4.689)] [KD 5.736 (5.660)] 2024-10-12 06:39:05,881 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 31575] [top5_cnt 42598] [top_all 50000] 2024-10-12 06:39:05,882 - net: 63.150 (85.196) 2024-10-12 06:39:10,886 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35561] [top5_cnt 44980] [top_all 50000] 2024-10-12 06:39:10,887 - net_E: 71.122 (89.960) 2024-10-12 06:39:11,012 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:39:11,012 - ==> Total time: 10:01:23 Eta: 1 day, 8:48:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:39:14,392 - Train: 23.40% [292750/1251000] [234.0/1000.0] [batch_t 0.117 (0.151)] [data_t 0.003] [optim_t 0.115] [lr 0.002616] [CE 4.613 (4.665)] [KD 5.561 (5.645)] 2024-10-12 06:39:20,229 - Train: 23.41% [292800/1251000] [234.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002616] [CE 4.352 (4.679)] [KD 5.515 (5.523)] 2024-10-12 06:39:26,084 - Train: 23.41% [292850/1251000] [234.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002616] [CE 4.445 (4.678)] [KD 5.596 (5.628)] 2024-10-12 06:39:32,084 - Train: 23.41% [292900/1251000] [234.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002616] [CE 4.785 (4.698)] [KD 5.863 (5.680)] 2024-10-12 06:39:37,957 - Train: 23.42% [292950/1251000] [234.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002616] [CE 4.410 (4.731)] [KD 5.407 (5.621)] 2024-10-12 06:39:43,646 - Train: 23.42% [293000/1251000] [234.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002616] [CE 4.299 (4.698)] [KD 5.361 (5.578)] 2024-10-12 06:39:49,485 - Train: 23.43% [293050/1251000] [234.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002616] [CE 4.757 (4.676)] [KD 5.667 (5.650)] 2024-10-12 06:39:55,430 - Train: 23.43% [293100/1251000] [234.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002616] [CE 4.715 (4.814)] [KD 5.910 (5.692)] 2024-10-12 06:40:01,401 - Train: 23.43% [293150/1251000] [234.3/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002615] [CE 5.102 (4.699)] [KD 5.560 (5.682)] 2024-10-12 06:40:07,580 - Train: 23.44% [293200/1251000] [234.4/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002615] [CE 4.512 (4.771)] [KD 5.799 (5.589)] 2024-10-12 06:40:13,315 - Train: 23.44% [293250/1251000] [234.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002615] [CE 4.548 (4.677)] [KD 5.603 (5.652)] 2024-10-12 06:40:19,143 - Train: 23.45% [293300/1251000] [234.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002615] [CE 4.992 (4.744)] [KD 5.721 (5.613)] 2024-10-12 06:40:24,950 - Train: 23.45% [293350/1251000] [234.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002615] [CE 4.916 (4.690)] [KD 5.633 (5.608)] 2024-10-12 06:40:30,703 - Train: 23.45% [293400/1251000] [234.5/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002615] [CE 4.594 (4.688)] [KD 5.327 (5.599)] 2024-10-12 06:40:36,693 - Train: 23.46% [293450/1251000] [234.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002615] [CE 3.982 (4.651)] [KD 5.380 (5.660)] 2024-10-12 06:40:42,570 - Train: 23.46% [293500/1251000] [234.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002615] [CE 4.773 (4.685)] [KD 5.633 (5.651)] 2024-10-12 06:40:48,422 - Train: 23.47% [293550/1251000] [234.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002614] [CE 4.577 (4.664)] [KD 5.696 (5.620)] 2024-10-12 06:40:54,607 - Train: 23.47% [293600/1251000] [234.7/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002614] [CE 5.167 (4.763)] [KD 6.097 (5.736)] 2024-10-12 06:41:00,453 - Train: 23.47% [293650/1251000] [234.7/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002614] [CE 4.731 (4.759)] [KD 5.511 (5.651)] 2024-10-12 06:41:06,198 - Train: 23.48% [293700/1251000] [234.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002614] [CE 4.931 (4.803)] [KD 5.930 (5.670)] 2024-10-12 06:41:12,254 - Train: 23.48% [293750/1251000] [234.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002614] [CE 5.265 (4.672)] [KD 5.491 (5.635)] 2024-10-12 06:41:18,076 - Train: 23.49% [293800/1251000] [234.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002614] [CE 5.000 (4.649)] [KD 5.930 (5.677)] 2024-10-12 06:41:23,790 - Train: 23.49% [293850/1251000] [234.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002614] [CE 4.646 (4.714)] [KD 5.659 (5.609)] 2024-10-12 06:41:29,663 - Train: 23.49% [293900/1251000] [234.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002614] [CE 4.999 (4.778)] [KD 5.834 (5.743)] 2024-10-12 06:41:35,627 - Train: 23.50% [293950/1251000] [235.0/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002613] [CE 4.619 (4.696)] [KD 5.812 (5.642)] 2024-10-12 06:41:44,735 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32153] [top5_cnt 43036] [top_all 50000] 2024-10-12 06:41:44,736 - net: 64.306 (86.072) 2024-10-12 06:41:49,698 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35561] [top5_cnt 44988] [top_all 50000] 2024-10-12 06:41:49,699 - net_E: 71.122 (89.976) 2024-10-12 06:41:49,822 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.142 (epoch: 224)] 2024-10-12 06:41:49,822 - ==> Total time: 10:04:02 Eta: 1 day, 8:46:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:41:53,295 - Train: 23.50% [294000/1251000] [235.0/1000.0] [batch_t 0.112 (0.168)] [data_t 0.002] [optim_t 0.110] [lr 0.002613] [CE 4.867 (4.737)] [KD 5.719 (5.632)] 2024-10-12 06:41:59,019 - Train: 23.51% [294050/1251000] [235.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002613] [CE 4.518 (4.657)] [KD 5.503 (5.590)] 2024-10-12 06:42:05,012 - Train: 23.51% [294100/1251000] [235.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002613] [CE 4.705 (4.681)] [KD 5.825 (5.618)] 2024-10-12 06:42:10,708 - Train: 23.51% [294150/1251000] [235.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002613] [CE 4.404 (4.694)] [KD 5.625 (5.531)] 2024-10-12 06:42:16,499 - Train: 23.52% [294200/1251000] [235.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002613] [CE 4.692 (4.798)] [KD 5.477 (5.690)] 2024-10-12 06:42:22,164 - Train: 23.52% [294250/1251000] [235.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002613] [CE 4.444 (4.675)] [KD 5.667 (5.632)] 2024-10-12 06:42:27,892 - Train: 23.53% [294300/1251000] [235.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002613] [CE 4.790 (4.764)] [KD 5.291 (5.563)] 2024-10-12 06:42:33,714 - Train: 23.53% [294350/1251000] [235.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002612] [CE 5.089 (4.723)] [KD 5.732 (5.570)] 2024-10-12 06:42:39,550 - Train: 23.53% [294400/1251000] [235.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002612] [CE 5.123 (4.728)] [KD 6.062 (5.548)] 2024-10-12 06:42:45,554 - Train: 23.54% [294450/1251000] [235.4/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002612] [CE 4.731 (4.707)] [KD 5.642 (5.610)] 2024-10-12 06:42:51,430 - Train: 23.54% [294500/1251000] [235.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002612] [CE 4.895 (4.691)] [KD 5.896 (5.666)] 2024-10-12 06:42:57,148 - Train: 23.55% [294550/1251000] [235.5/1000.0] [batch_t 0.118 (0.114)] [data_t 0.003] [optim_t 0.115] [lr 0.002612] [CE 4.680 (4.726)] [KD 5.748 (5.660)] 2024-10-12 06:43:02,938 - Train: 23.55% [294600/1251000] [235.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002612] [CE 4.615 (4.741)] [KD 5.309 (5.583)] 2024-10-12 06:43:08,817 - Train: 23.55% [294650/1251000] [235.5/1000.0] [batch_t 0.125 (0.117)] [data_t 0.003] [optim_t 0.123] [lr 0.002612] [CE 4.659 (4.670)] [KD 5.420 (5.639)] 2024-10-12 06:43:14,698 - Train: 23.56% [294700/1251000] [235.6/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.002612] [CE 4.270 (4.716)] [KD 5.265 (5.685)] 2024-10-12 06:43:20,478 - Train: 23.56% [294750/1251000] [235.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002611] [CE 4.643 (4.696)] [KD 5.743 (5.645)] 2024-10-12 06:43:26,306 - Train: 23.57% [294800/1251000] [235.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002611] [CE 4.982 (4.716)] [KD 5.736 (5.592)] 2024-10-12 06:43:32,520 - Train: 23.57% [294850/1251000] [235.7/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002611] [CE 4.665 (4.667)] [KD 5.174 (5.605)] 2024-10-12 06:43:38,289 - Train: 23.57% [294900/1251000] [235.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002611] [CE 4.959 (4.724)] [KD 5.721 (5.646)] 2024-10-12 06:43:44,231 - Train: 23.58% [294950/1251000] [235.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002611] [CE 4.576 (4.655)] [KD 5.445 (5.605)] 2024-10-12 06:43:49,876 - Train: 23.58% [295000/1251000] [235.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002611] [CE 4.311 (4.776)] [KD 5.563 (5.731)] 2024-10-12 06:43:55,659 - Train: 23.59% [295050/1251000] [235.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002611] [CE 4.267 (4.718)] [KD 5.504 (5.685)] 2024-10-12 06:44:01,374 - Train: 23.59% [295100/1251000] [235.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002611] [CE 4.605 (4.662)] [KD 5.618 (5.651)] 2024-10-12 06:44:07,070 - Train: 23.59% [295150/1251000] [235.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002610] [CE 4.332 (4.756)] [KD 5.642 (5.750)] 2024-10-12 06:44:12,886 - Train: 23.60% [295200/1251000] [236.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002610] [CE 4.254 (4.694)] [KD 5.822 (5.715)] 2024-10-12 06:44:21,844 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31597] [top5_cnt 42726] [top_all 50000] 2024-10-12 06:44:21,844 - net: 63.194 (85.452) 2024-10-12 06:44:26,724 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35572] [top5_cnt 44981] [top_all 50000] 2024-10-12 06:44:26,724 - net_E: 71.144 (89.962) 2024-10-12 06:44:26,835 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.144 (epoch: 236)] 2024-10-12 06:44:26,836 - ==> Total time: 10:06:39 Eta: 1 day, 8:43:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:44:31,906 - Train: 23.60% [295250/1251000] [236.0/1000.0] [batch_t 0.113 (0.148)] [data_t 0.002] [optim_t 0.111] [lr 0.002610] [CE 4.634 (4.789)] [KD 5.330 (5.699)] 2024-10-12 06:44:38,154 - Train: 23.61% [295300/1251000] [236.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002610] [CE 4.765 (4.660)] [KD 5.409 (5.558)] 2024-10-12 06:44:44,205 - Train: 23.61% [295350/1251000] [236.1/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002610] [CE 5.095 (4.721)] [KD 5.707 (5.590)] 2024-10-12 06:44:50,054 - Train: 23.61% [295400/1251000] [236.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002610] [CE 4.759 (4.689)] [KD 5.633 (5.535)] 2024-10-12 06:44:55,885 - Train: 23.62% [295450/1251000] [236.2/1000.0] [batch_t 0.122 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002610] [CE 5.173 (4.727)] [KD 5.799 (5.650)] 2024-10-12 06:45:02,009 - Train: 23.62% [295500/1251000] [236.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002610] [CE 3.969 (4.659)] [KD 5.086 (5.534)] 2024-10-12 06:45:08,280 - Train: 23.63% [295550/1251000] [236.3/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002609] [CE 4.879 (4.707)] [KD 5.412 (5.662)] 2024-10-12 06:45:14,114 - Train: 23.63% [295600/1251000] [236.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002609] [CE 4.436 (4.763)] [KD 6.083 (5.624)] 2024-10-12 06:45:19,962 - Train: 23.63% [295650/1251000] [236.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002609] [CE 4.625 (4.755)] [KD 5.741 (5.678)] 2024-10-12 06:45:25,943 - Train: 23.64% [295700/1251000] [236.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002609] [CE 4.256 (4.777)] [KD 5.375 (5.616)] 2024-10-12 06:45:31,777 - Train: 23.64% [295750/1251000] [236.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002609] [CE 4.726 (4.692)] [KD 5.633 (5.615)] 2024-10-12 06:45:37,912 - Train: 23.65% [295800/1251000] [236.5/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002609] [CE 4.995 (4.717)] [KD 5.577 (5.575)] 2024-10-12 06:45:43,929 - Train: 23.65% [295850/1251000] [236.5/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.002609] [CE 4.793 (4.710)] [KD 5.782 (5.618)] 2024-10-12 06:45:50,075 - Train: 23.65% [295900/1251000] [236.5/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002609] [CE 4.251 (4.750)] [KD 5.214 (5.651)] 2024-10-12 06:45:56,091 - Train: 23.66% [295950/1251000] [236.6/1000.0] [batch_t 0.125 (0.120)] [data_t 0.002] [optim_t 0.123] [lr 0.002608] [CE 4.985 (4.759)] [KD 6.012 (5.713)] 2024-10-12 06:46:02,003 - Train: 23.66% [296000/1251000] [236.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002608] [CE 4.354 (4.702)] [KD 5.621 (5.695)] 2024-10-12 06:46:07,833 - Train: 23.67% [296050/1251000] [236.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002608] [CE 4.637 (4.756)] [KD 5.701 (5.690)] 2024-10-12 06:46:13,987 - Train: 23.67% [296100/1251000] [236.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002608] [CE 4.544 (4.732)] [KD 5.558 (5.685)] 2024-10-12 06:46:19,920 - Train: 23.67% [296150/1251000] [236.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002608] [CE 4.728 (4.669)] [KD 6.036 (5.693)] 2024-10-12 06:46:25,775 - Train: 23.68% [296200/1251000] [236.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002608] [CE 5.092 (4.793)] [KD 6.028 (5.640)] 2024-10-12 06:46:31,689 - Train: 23.68% [296250/1251000] [236.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002608] [CE 4.988 (4.681)] [KD 5.907 (5.687)] 2024-10-12 06:46:37,554 - Train: 23.69% [296300/1251000] [236.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002608] [CE 4.610 (4.756)] [KD 5.497 (5.704)] 2024-10-12 06:46:43,881 - Train: 23.69% [296350/1251000] [236.9/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002607] [CE 4.412 (4.698)] [KD 5.354 (5.673)] 2024-10-12 06:46:50,139 - Train: 23.69% [296400/1251000] [236.9/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002607] [CE 4.823 (4.690)] [KD 5.624 (5.608)] 2024-10-12 06:46:56,137 - Train: 23.70% [296450/1251000] [237.0/1000.0] [batch_t 0.241 (0.120)] [data_t 0.003] [optim_t 0.238] [lr 0.002607] [CE 4.823 (4.676)] [KD 5.260 (5.630)] 2024-10-12 06:47:05,364 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 30858] [top5_cnt 42242] [top_all 50000] 2024-10-12 06:47:05,364 - net: 61.716 (84.484) 2024-10-12 06:47:10,373 - Test (net_E): 100.00% [50/50] [batch_t 0.019 (0.092)] [top1_cnt 35540] [top5_cnt 45000] [top_all 50000] 2024-10-12 06:47:10,373 - net_E: 71.080 (90.000) 2024-10-12 06:47:10,523 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.144 (epoch: 236)] 2024-10-12 06:47:10,523 - ==> Total time: 10:09:23 Eta: 1 day, 8:41:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:47:13,709 - Train: 23.70% [296500/1251000] [237.0/1000.0] [batch_t 0.111 (0.149)] [data_t 0.002] [optim_t 0.109] [lr 0.002607] [CE 4.648 (4.803)] [KD 5.509 (5.627)] 2024-10-12 06:47:19,503 - Train: 23.71% [296550/1251000] [237.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002607] [CE 4.944 (4.691)] [KD 5.739 (5.579)] 2024-10-12 06:47:25,301 - Train: 23.71% [296600/1251000] [237.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002607] [CE 4.674 (4.688)] [KD 5.310 (5.498)] 2024-10-12 06:47:31,344 - Train: 23.71% [296650/1251000] [237.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002607] [CE 5.103 (4.769)] [KD 5.922 (5.626)] 2024-10-12 06:47:37,436 - Train: 23.72% [296700/1251000] [237.2/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002607] [CE 4.481 (4.719)] [KD 5.501 (5.673)] 2024-10-12 06:47:43,731 - Train: 23.72% [296750/1251000] [237.2/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002606] [CE 4.684 (4.729)] [KD 5.303 (5.542)] 2024-10-12 06:47:49,478 - Train: 23.73% [296800/1251000] [237.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002606] [CE 4.659 (4.671)] [KD 5.391 (5.625)] 2024-10-12 06:47:55,271 - Train: 23.73% [296850/1251000] [237.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002606] [CE 4.426 (4.748)] [KD 5.872 (5.708)] 2024-10-12 06:48:01,148 - Train: 23.73% [296900/1251000] [237.3/1000.0] [batch_t 0.215 (0.117)] [data_t 0.003] [optim_t 0.213] [lr 0.002606] [CE 4.855 (4.719)] [KD 5.495 (5.682)] 2024-10-12 06:48:07,106 - Train: 23.74% [296950/1251000] [237.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002606] [CE 5.066 (4.760)] [KD 5.779 (5.672)] 2024-10-12 06:48:12,865 - Train: 23.74% [297000/1251000] [237.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002606] [CE 4.545 (4.733)] [KD 5.571 (5.608)] 2024-10-12 06:48:18,770 - Train: 23.75% [297050/1251000] [237.5/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002606] [CE 4.939 (4.724)] [KD 5.896 (5.701)] 2024-10-12 06:48:24,738 - Train: 23.75% [297100/1251000] [237.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002606] [CE 4.759 (4.698)] [KD 5.808 (5.633)] 2024-10-12 06:48:30,827 - Train: 23.75% [297150/1251000] [237.5/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002605] [CE 4.261 (4.684)] [KD 5.463 (5.681)] 2024-10-12 06:48:37,011 - Train: 23.76% [297200/1251000] [237.6/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002605] [CE 5.356 (4.710)] [KD 5.847 (5.607)] 2024-10-12 06:48:42,958 - Train: 23.76% [297250/1251000] [237.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002605] [CE 4.983 (4.693)] [KD 5.733 (5.610)] 2024-10-12 06:48:48,736 - Train: 23.76% [297300/1251000] [237.6/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002605] [CE 4.433 (4.739)] [KD 5.668 (5.642)] 2024-10-12 06:48:54,648 - Train: 23.77% [297350/1251000] [237.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002605] [CE 5.217 (4.710)] [KD 5.903 (5.553)] 2024-10-12 06:49:00,480 - Train: 23.77% [297400/1251000] [237.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002605] [CE 4.400 (4.678)] [KD 5.465 (5.711)] 2024-10-12 06:49:06,344 - Train: 23.78% [297450/1251000] [237.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002605] [CE 4.672 (4.745)] [KD 5.700 (5.640)] 2024-10-12 06:49:12,251 - Train: 23.78% [297500/1251000] [237.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002604] [CE 4.632 (4.720)] [KD 5.373 (5.796)] 2024-10-12 06:49:18,261 - Train: 23.78% [297550/1251000] [237.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002604] [CE 4.228 (4.699)] [KD 5.758 (5.670)] 2024-10-12 06:49:24,501 - Train: 23.79% [297600/1251000] [237.9/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.118] [lr 0.002604] [CE 4.882 (4.710)] [KD 5.880 (5.743)] 2024-10-12 06:49:30,489 - Train: 23.79% [297650/1251000] [237.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002604] [CE 5.143 (4.734)] [KD 5.724 (5.640)] 2024-10-12 06:49:36,277 - Train: 23.80% [297700/1251000] [238.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002604] [CE 4.734 (4.758)] [KD 5.501 (5.671)] 2024-10-12 06:49:45,480 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31814] [top5_cnt 42762] [top_all 50000] 2024-10-12 06:49:45,480 - net: 63.628 (85.524) 2024-10-12 06:49:50,473 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 35539] [top5_cnt 45019] [top_all 50000] 2024-10-12 06:49:50,473 - net_E: 71.078 (90.038) 2024-10-12 06:49:50,612 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.144 (epoch: 236)] 2024-10-12 06:49:50,612 - ==> Total time: 10:12:03 Eta: 1 day, 8:39:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:49:53,354 - Train: 23.80% [297750/1251000] [238.0/1000.0] [batch_t 0.114 (0.138)] [data_t 0.002] [optim_t 0.112] [lr 0.002604] [CE 4.907 (4.794)] [KD 5.819 (5.653)] 2024-10-12 06:49:59,250 - Train: 23.80% [297800/1251000] [238.0/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002604] [CE 4.302 (4.640)] [KD 5.238 (5.499)] 2024-10-12 06:50:05,078 - Train: 23.81% [297850/1251000] [238.1/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002604] [CE 4.505 (4.646)] [KD 5.691 (5.562)] 2024-10-12 06:50:11,170 - Train: 23.81% [297900/1251000] [238.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002603] [CE 4.827 (4.713)] [KD 5.560 (5.577)] 2024-10-12 06:50:17,328 - Train: 23.82% [297950/1251000] [238.2/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002603] [CE 4.864 (4.697)] [KD 5.292 (5.547)] 2024-10-12 06:50:23,252 - Train: 23.82% [298000/1251000] [238.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002603] [CE 4.458 (4.659)] [KD 5.510 (5.605)] 2024-10-12 06:50:29,171 - Train: 23.82% [298050/1251000] [238.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002603] [CE 5.031 (4.691)] [KD 5.918 (5.604)] 2024-10-12 06:50:35,040 - Train: 23.83% [298100/1251000] [238.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002603] [CE 4.660 (4.732)] [KD 5.595 (5.669)] 2024-10-12 06:50:40,913 - Train: 23.83% [298150/1251000] [238.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002603] [CE 5.136 (4.718)] [KD 5.744 (5.725)] 2024-10-12 06:50:46,851 - Train: 23.84% [298200/1251000] [238.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002603] [CE 4.536 (4.705)] [KD 5.840 (5.654)] 2024-10-12 06:50:52,563 - Train: 23.84% [298250/1251000] [238.4/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002603] [CE 5.002 (4.699)] [KD 5.716 (5.573)] 2024-10-12 06:50:58,283 - Train: 23.84% [298300/1251000] [238.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002602] [CE 4.735 (4.609)] [KD 5.477 (5.523)] 2024-10-12 06:51:04,280 - Train: 23.85% [298350/1251000] [238.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002602] [CE 4.867 (4.665)] [KD 5.473 (5.586)] 2024-10-12 06:51:10,219 - Train: 23.85% [298400/1251000] [238.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002602] [CE 4.681 (4.772)] [KD 5.649 (5.729)] 2024-10-12 06:51:16,255 - Train: 23.86% [298450/1251000] [238.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002602] [CE 4.897 (4.668)] [KD 5.839 (5.670)] 2024-10-12 06:51:22,408 - Train: 23.86% [298500/1251000] [238.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002602] [CE 4.866 (4.720)] [KD 5.717 (5.713)] 2024-10-12 06:51:28,272 - Train: 23.86% [298550/1251000] [238.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002602] [CE 4.668 (4.810)] [KD 5.478 (5.736)] 2024-10-12 06:51:34,126 - Train: 23.87% [298600/1251000] [238.7/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002602] [CE 4.176 (4.677)] [KD 5.520 (5.575)] 2024-10-12 06:51:40,062 - Train: 23.87% [298650/1251000] [238.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002602] [CE 5.016 (4.764)] [KD 5.779 (5.691)] 2024-10-12 06:51:45,796 - Train: 23.88% [298700/1251000] [238.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002601] [CE 4.841 (4.745)] [KD 5.913 (5.633)] 2024-10-12 06:51:51,882 - Train: 23.88% [298750/1251000] [238.8/1000.0] [batch_t 0.124 (0.122)] [data_t 0.002] [optim_t 0.122] [lr 0.002601] [CE 4.737 (4.710)] [KD 5.474 (5.668)] 2024-10-12 06:51:58,010 - Train: 23.88% [298800/1251000] [238.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002601] [CE 4.596 (4.722)] [KD 5.471 (5.667)] 2024-10-12 06:52:03,921 - Train: 23.89% [298850/1251000] [238.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002601] [CE 4.770 (4.730)] [KD 5.514 (5.636)] 2024-10-12 06:52:09,815 - Train: 23.89% [298900/1251000] [238.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002601] [CE 4.975 (4.784)] [KD 5.586 (5.741)] 2024-10-12 06:52:15,972 - Train: 23.90% [298950/1251000] [239.0/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002601] [CE 4.829 (4.663)] [KD 5.624 (5.588)] 2024-10-12 06:52:25,367 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 31764] [top5_cnt 42881] [top_all 50000] 2024-10-12 06:52:25,367 - net: 63.528 (85.762) 2024-10-12 06:52:30,390 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35552] [top5_cnt 45009] [top_all 50000] 2024-10-12 06:52:30,390 - net_E: 71.104 (90.018) 2024-10-12 06:52:30,531 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.144 (epoch: 236)] 2024-10-12 06:52:30,532 - ==> Total time: 10:14:43 Eta: 1 day, 8:37:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:52:33,849 - Train: 23.90% [299000/1251000] [239.0/1000.0] [batch_t 0.116 (0.162)] [data_t 0.003] [optim_t 0.114] [lr 0.002601] [CE 4.865 (4.765)] [KD 5.431 (5.616)] 2024-10-12 06:52:39,660 - Train: 23.90% [299050/1251000] [239.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002601] [CE 4.823 (4.684)] [KD 5.135 (5.523)] 2024-10-12 06:52:45,801 - Train: 23.91% [299100/1251000] [239.1/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002600] [CE 4.650 (4.639)] [KD 5.724 (5.574)] 2024-10-12 06:52:51,635 - Train: 23.91% [299150/1251000] [239.1/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.121] [lr 0.002600] [CE 4.557 (4.719)] [KD 5.515 (5.660)] 2024-10-12 06:52:57,992 - Train: 23.92% [299200/1251000] [239.2/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.117] [lr 0.002600] [CE 4.622 (4.699)] [KD 5.550 (5.658)] 2024-10-12 06:53:04,143 - Train: 23.92% [299250/1251000] [239.2/1000.0] [batch_t 0.128 (0.123)] [data_t 0.002] [optim_t 0.125] [lr 0.002600] [CE 4.817 (4.715)] [KD 5.518 (5.540)] 2024-10-12 06:53:10,035 - Train: 23.92% [299300/1251000] [239.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002600] [CE 4.773 (4.693)] [KD 5.746 (5.602)] 2024-10-12 06:53:16,181 - Train: 23.93% [299350/1251000] [239.3/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002600] [CE 4.637 (4.682)] [KD 5.952 (5.632)] 2024-10-12 06:53:22,097 - Train: 23.93% [299400/1251000] [239.3/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002600] [CE 4.487 (4.737)] [KD 5.447 (5.607)] 2024-10-12 06:53:28,082 - Train: 23.94% [299450/1251000] [239.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002600] [CE 5.133 (4.712)] [KD 5.727 (5.592)] 2024-10-12 06:53:34,232 - Train: 23.94% [299500/1251000] [239.4/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002599] [CE 4.454 (4.688)] [KD 5.405 (5.581)] 2024-10-12 06:53:40,155 - Train: 23.94% [299550/1251000] [239.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002599] [CE 4.687 (4.726)] [KD 5.572 (5.604)] 2024-10-12 06:53:45,959 - Train: 23.95% [299600/1251000] [239.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002599] [CE 4.693 (4.702)] [KD 5.512 (5.537)] 2024-10-12 06:53:52,009 - Train: 23.95% [299650/1251000] [239.5/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002599] [CE 4.721 (4.730)] [KD 6.153 (5.613)] 2024-10-12 06:53:57,998 - Train: 23.96% [299700/1251000] [239.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002599] [CE 4.600 (4.688)] [KD 5.385 (5.646)] 2024-10-12 06:54:03,865 - Train: 23.96% [299750/1251000] [239.6/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002599] [CE 4.439 (4.693)] [KD 5.334 (5.572)] 2024-10-12 06:54:09,805 - Train: 23.96% [299800/1251000] [239.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002599] [CE 4.377 (4.697)] [KD 5.475 (5.609)] 2024-10-12 06:54:15,755 - Train: 23.97% [299850/1251000] [239.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002599] [CE 4.805 (4.673)] [KD 5.590 (5.603)] 2024-10-12 06:54:21,705 - Train: 23.97% [299900/1251000] [239.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002598] [CE 4.767 (4.743)] [KD 5.674 (5.592)] 2024-10-12 06:54:27,699 - Train: 23.98% [299950/1251000] [239.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002598] [CE 4.662 (4.632)] [KD 5.335 (5.526)] 2024-10-12 06:54:33,594 - Train: 23.98% [300000/1251000] [239.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002598] [CE 4.527 (4.718)] [KD 5.586 (5.695)] 2024-10-12 06:54:39,439 - Train: 23.98% [300050/1251000] [239.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002598] [CE 5.031 (4.671)] [KD 5.982 (5.592)] 2024-10-12 06:54:45,336 - Train: 23.99% [300100/1251000] [239.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002598] [CE 4.819 (4.749)] [KD 5.539 (5.579)] 2024-10-12 06:54:51,102 - Train: 23.99% [300150/1251000] [239.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002598] [CE 4.787 (4.767)] [KD 5.194 (5.614)] 2024-10-12 06:54:57,018 - Train: 24.00% [300200/1251000] [240.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002598] [CE 4.722 (4.640)] [KD 5.395 (5.641)] 2024-10-12 06:55:06,635 - Test (net): 100.00% [50/50] [batch_t 0.044 (0.096)] [top1_cnt 30364] [top5_cnt 41827] [top_all 50000] 2024-10-12 06:55:06,636 - net: 60.728 (83.654) 2024-10-12 06:55:11,607 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35556] [top5_cnt 45005] [top_all 50000] 2024-10-12 06:55:11,607 - net_E: 71.112 (90.010) 2024-10-12 06:55:11,743 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.144 (epoch: 236)] 2024-10-12 06:55:11,744 - ==> Total time: 10:17:24 Eta: 1 day, 8:35:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:55:16,241 - Train: 24.00% [300250/1251000] [240.0/1000.0] [batch_t 0.122 (0.153)] [data_t 0.003] [optim_t 0.120] [lr 0.002597] [CE 4.664 (4.814)] [KD 6.078 (5.967)] 2024-10-12 06:55:22,439 - Train: 24.00% [300300/1251000] [240.0/1000.0] [batch_t 0.121 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002597] [CE 4.463 (4.723)] [KD 5.462 (5.732)] 2024-10-12 06:55:28,389 - Train: 24.01% [300350/1251000] [240.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002597] [CE 4.296 (4.674)] [KD 5.436 (5.547)] 2024-10-12 06:55:34,633 - Train: 24.01% [300400/1251000] [240.1/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002597] [CE 5.106 (4.662)] [KD 5.727 (5.535)] 2024-10-12 06:55:40,494 - Train: 24.02% [300450/1251000] [240.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002597] [CE 4.728 (4.722)] [KD 5.637 (5.646)] 2024-10-12 06:55:46,510 - Train: 24.02% [300500/1251000] [240.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002597] [CE 4.924 (4.713)] [KD 5.758 (5.625)] 2024-10-12 06:55:52,557 - Train: 24.02% [300550/1251000] [240.2/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002597] [CE 4.340 (4.608)] [KD 5.277 (5.554)] 2024-10-12 06:55:58,445 - Train: 24.03% [300600/1251000] [240.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002597] [CE 5.097 (4.726)] [KD 5.911 (5.595)] 2024-10-12 06:56:04,335 - Train: 24.03% [300650/1251000] [240.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002596] [CE 4.533 (4.706)] [KD 5.485 (5.632)] 2024-10-12 06:56:10,554 - Train: 24.04% [300700/1251000] [240.4/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002596] [CE 5.105 (4.741)] [KD 5.980 (5.635)] 2024-10-12 06:56:16,528 - Train: 24.04% [300750/1251000] [240.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002596] [CE 4.976 (4.708)] [KD 5.871 (5.603)] 2024-10-12 06:56:22,646 - Train: 24.04% [300800/1251000] [240.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002596] [CE 5.190 (4.689)] [KD 5.686 (5.536)] 2024-10-12 06:56:28,640 - Train: 24.05% [300850/1251000] [240.5/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002596] [CE 4.367 (4.777)] [KD 5.928 (5.691)] 2024-10-12 06:56:34,485 - Train: 24.05% [300900/1251000] [240.5/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002596] [CE 4.262 (4.681)] [KD 5.551 (5.661)] 2024-10-12 06:56:40,442 - Train: 24.06% [300950/1251000] [240.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002596] [CE 4.794 (4.781)] [KD 5.207 (5.580)] 2024-10-12 06:56:46,309 - Train: 24.06% [301000/1251000] [240.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002596] [CE 4.411 (4.735)] [KD 5.084 (5.670)] 2024-10-12 06:56:52,182 - Train: 24.06% [301050/1251000] [240.6/1000.0] [batch_t 0.210 (0.117)] [data_t 0.002] [optim_t 0.208] [lr 0.002595] [CE 4.521 (4.719)] [KD 5.605 (5.593)] 2024-10-12 06:56:58,072 - Train: 24.07% [301100/1251000] [240.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002595] [CE 5.196 (4.683)] [KD 5.484 (5.595)] 2024-10-12 06:57:04,180 - Train: 24.07% [301150/1251000] [240.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002595] [CE 4.570 (4.703)] [KD 5.540 (5.584)] 2024-10-12 06:57:10,167 - Train: 24.08% [301200/1251000] [240.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002595] [CE 4.854 (4.709)] [KD 5.898 (5.663)] 2024-10-12 06:57:16,229 - Train: 24.08% [301250/1251000] [240.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002595] [CE 5.133 (4.756)] [KD 5.900 (5.631)] 2024-10-12 06:57:22,102 - Train: 24.08% [301300/1251000] [240.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002595] [CE 4.488 (4.752)] [KD 5.492 (5.662)] 2024-10-12 06:57:28,067 - Train: 24.09% [301350/1251000] [240.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002595] [CE 4.436 (4.682)] [KD 5.143 (5.596)] 2024-10-12 06:57:34,147 - Train: 24.09% [301400/1251000] [240.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002595] [CE 4.747 (4.758)] [KD 5.812 (5.641)] 2024-10-12 06:57:39,981 - Train: 24.10% [301450/1251000] [241.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002594] [CE 4.918 (4.713)] [KD 5.597 (5.565)] 2024-10-12 06:57:49,666 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31374] [top5_cnt 42660] [top_all 50000] 2024-10-12 06:57:49,667 - net: 62.748 (85.320) 2024-10-12 06:57:54,679 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35611] [top5_cnt 45014] [top_all 50000] 2024-10-12 06:57:54,680 - net_E: 71.222 (90.028) 2024-10-12 06:57:54,817 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.222 (epoch: 241)] 2024-10-12 06:57:54,817 - ==> Total time: 10:20:07 Eta: 1 day, 8:33:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 06:57:58,874 - Train: 24.10% [301500/1251000] [241.0/1000.0] [batch_t 0.114 (0.152)] [data_t 0.003] [optim_t 0.112] [lr 0.002594] [CE 4.719 (4.748)] [KD 5.623 (5.741)] 2024-10-12 06:58:05,147 - Train: 24.10% [301550/1251000] [241.0/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002594] [CE 4.580 (4.714)] [KD 5.559 (5.682)] 2024-10-12 06:58:11,057 - Train: 24.11% [301600/1251000] [241.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002594] [CE 4.363 (4.700)] [KD 5.261 (5.581)] 2024-10-12 06:58:16,814 - Train: 24.11% [301650/1251000] [241.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002594] [CE 4.653 (4.730)] [KD 5.750 (5.584)] 2024-10-12 06:58:22,905 - Train: 24.12% [301700/1251000] [241.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002594] [CE 4.511 (4.641)] [KD 5.855 (5.594)] 2024-10-12 06:58:28,654 - Train: 24.12% [301750/1251000] [241.2/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002594] [CE 4.370 (4.687)] [KD 5.485 (5.614)] 2024-10-12 06:58:34,523 - Train: 24.12% [301800/1251000] [241.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002594] [CE 4.144 (4.656)] [KD 5.299 (5.628)] 2024-10-12 06:58:40,388 - Train: 24.13% [301850/1251000] [241.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002593] [CE 4.651 (4.706)] [KD 5.541 (5.582)] 2024-10-12 06:58:46,324 - Train: 24.13% [301900/1251000] [241.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002593] [CE 4.830 (4.761)] [KD 5.604 (5.666)] 2024-10-12 06:58:52,315 - Train: 24.14% [301950/1251000] [241.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002593] [CE 4.275 (4.745)] [KD 5.960 (5.657)] 2024-10-12 06:58:58,423 - Train: 24.14% [302000/1251000] [241.4/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002593] [CE 5.049 (4.678)] [KD 5.637 (5.647)] 2024-10-12 06:59:04,294 - Train: 24.14% [302050/1251000] [241.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002593] [CE 4.383 (4.699)] [KD 5.235 (5.593)] 2024-10-12 06:59:10,348 - Train: 24.15% [302100/1251000] [241.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002593] [CE 4.764 (4.721)] [KD 5.392 (5.499)] 2024-10-12 06:59:16,291 - Train: 24.15% [302150/1251000] [241.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002593] [CE 4.573 (4.672)] [KD 5.665 (5.624)] 2024-10-12 06:59:22,332 - Train: 24.16% [302200/1251000] [241.6/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002593] [CE 4.999 (4.641)] [KD 5.906 (5.583)] 2024-10-12 06:59:28,281 - Train: 24.16% [302250/1251000] [241.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002592] [CE 4.334 (4.670)] [KD 5.548 (5.529)] 2024-10-12 06:59:34,146 - Train: 24.16% [302300/1251000] [241.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002592] [CE 4.210 (4.642)] [KD 5.450 (5.498)] 2024-10-12 06:59:40,107 - Train: 24.17% [302350/1251000] [241.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002592] [CE 4.941 (4.664)] [KD 5.755 (5.614)] 2024-10-12 06:59:46,312 - Train: 24.17% [302400/1251000] [241.7/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002592] [CE 4.358 (4.759)] [KD 5.689 (5.733)] 2024-10-12 06:59:52,120 - Train: 24.18% [302450/1251000] [241.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002592] [CE 4.929 (4.683)] [KD 5.858 (5.684)] 2024-10-12 06:59:58,050 - Train: 24.18% [302500/1251000] [241.8/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002592] [CE 4.357 (4.724)] [KD 5.646 (5.681)] 2024-10-12 07:00:04,069 - Train: 24.18% [302550/1251000] [241.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002592] [CE 4.662 (4.703)] [KD 5.672 (5.642)] 2024-10-12 07:00:09,923 - Train: 24.19% [302600/1251000] [241.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002591] [CE 4.615 (4.669)] [KD 5.695 (5.639)] 2024-10-12 07:00:15,931 - Train: 24.19% [302650/1251000] [241.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002591] [CE 4.592 (4.704)] [KD 5.609 (5.627)] 2024-10-12 07:00:22,032 - Train: 24.20% [302700/1251000] [242.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002591] [CE 5.183 (4.725)] [KD 5.438 (5.637)] 2024-10-12 07:00:31,946 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.096)] [top1_cnt 31668] [top5_cnt 42696] [top_all 50000] 2024-10-12 07:00:31,947 - net: 63.336 (85.392) 2024-10-12 07:00:36,922 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35620] [top5_cnt 45009] [top_all 50000] 2024-10-12 07:00:36,923 - net_E: 71.240 (90.018) 2024-10-12 07:00:37,041 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.240 (epoch: 242)] 2024-10-12 07:00:37,041 - ==> Total time: 10:22:49 Eta: 1 day, 8:30:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:00:41,236 - Train: 24.20% [302750/1251000] [242.0/1000.0] [batch_t 0.115 (0.169)] [data_t 0.002] [optim_t 0.112] [lr 0.002591] [CE 4.715 (4.496)] [KD 5.366 (5.480)] 2024-10-12 07:00:47,240 - Train: 24.20% [302800/1251000] [242.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002591] [CE 4.247 (4.712)] [KD 5.541 (5.621)] 2024-10-12 07:00:53,153 - Train: 24.21% [302850/1251000] [242.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002591] [CE 4.973 (4.734)] [KD 5.708 (5.604)] 2024-10-12 07:00:58,951 - Train: 24.21% [302900/1251000] [242.1/1000.0] [batch_t 0.109 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.002591] [CE 4.766 (4.735)] [KD 5.339 (5.617)] 2024-10-12 07:01:04,942 - Train: 24.22% [302950/1251000] [242.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002591] [CE 4.498 (4.671)] [KD 5.256 (5.513)] 2024-10-12 07:01:10,924 - Train: 24.22% [303000/1251000] [242.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002590] [CE 4.852 (4.731)] [KD 5.920 (5.662)] 2024-10-12 07:01:16,909 - Train: 24.22% [303050/1251000] [242.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002590] [CE 4.940 (4.694)] [KD 5.917 (5.624)] 2024-10-12 07:01:22,981 - Train: 24.23% [303100/1251000] [242.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002590] [CE 4.693 (4.770)] [KD 5.593 (5.709)] 2024-10-12 07:01:28,928 - Train: 24.23% [303150/1251000] [242.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002590] [CE 4.942 (4.726)] [KD 5.457 (5.565)] 2024-10-12 07:01:34,890 - Train: 24.24% [303200/1251000] [242.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002590] [CE 4.070 (4.731)] [KD 5.293 (5.602)] 2024-10-12 07:01:40,810 - Train: 24.24% [303250/1251000] [242.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002590] [CE 4.132 (4.690)] [KD 5.650 (5.575)] 2024-10-12 07:01:46,614 - Train: 24.24% [303300/1251000] [242.4/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002590] [CE 4.674 (4.721)] [KD 5.918 (5.729)] 2024-10-12 07:01:52,458 - Train: 24.25% [303350/1251000] [242.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002590] [CE 4.324 (4.670)] [KD 5.302 (5.686)] 2024-10-12 07:01:58,689 - Train: 24.25% [303400/1251000] [242.5/1000.0] [batch_t 0.121 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.002589] [CE 5.229 (4.739)] [KD 5.854 (5.686)] 2024-10-12 07:02:04,681 - Train: 24.26% [303450/1251000] [242.6/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002589] [CE 4.924 (4.717)] [KD 5.696 (5.618)] 2024-10-12 07:02:11,066 - Train: 24.26% [303500/1251000] [242.6/1000.0] [batch_t 0.118 (0.128)] [data_t 0.002] [optim_t 0.115] [lr 0.002589] [CE 4.958 (4.723)] [KD 5.518 (5.595)] 2024-10-12 07:02:17,027 - Train: 24.26% [303550/1251000] [242.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002589] [CE 4.876 (4.701)] [KD 5.811 (5.619)] 2024-10-12 07:02:23,168 - Train: 24.27% [303600/1251000] [242.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002589] [CE 4.534 (4.742)] [KD 5.383 (5.597)] 2024-10-12 07:02:28,987 - Train: 24.27% [303650/1251000] [242.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002589] [CE 4.739 (4.689)] [KD 5.669 (5.556)] 2024-10-12 07:02:34,883 - Train: 24.28% [303700/1251000] [242.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002589] [CE 4.858 (4.739)] [KD 5.752 (5.649)] 2024-10-12 07:02:40,667 - Train: 24.28% [303750/1251000] [242.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002589] [CE 4.713 (4.723)] [KD 5.693 (5.632)] 2024-10-12 07:02:46,533 - Train: 24.28% [303800/1251000] [242.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002588] [CE 4.912 (4.646)] [KD 5.758 (5.578)] 2024-10-12 07:02:52,450 - Train: 24.29% [303850/1251000] [242.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002588] [CE 4.593 (4.691)] [KD 5.490 (5.600)] 2024-10-12 07:02:58,296 - Train: 24.29% [303900/1251000] [242.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002588] [CE 4.571 (4.671)] [KD 5.338 (5.656)] 2024-10-12 07:03:04,300 - Train: 24.30% [303950/1251000] [243.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002588] [CE 4.691 (4.719)] [KD 5.837 (5.666)] 2024-10-12 07:03:14,249 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32239] [top5_cnt 43108] [top_all 50000] 2024-10-12 07:03:14,249 - net: 64.478 (86.216) 2024-10-12 07:03:19,474 - Test (net_E): 100.00% [50/50] [batch_t 0.242 (0.098)] [top1_cnt 35618] [top5_cnt 45033] [top_all 50000] 2024-10-12 07:03:19,475 - net_E: 71.236 (90.066) 2024-10-12 07:03:19,597 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.240 (epoch: 242)] 2024-10-12 07:03:19,597 - ==> Total time: 10:25:32 Eta: 1 day, 8:28:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:03:21,666 - Train: 24.30% [304000/1251000] [243.0/1000.0] [batch_t 0.119 (0.156)] [data_t 0.002] [optim_t 0.116] [lr 0.002588] [CE 4.180 (4.540)] [KD 5.300 (5.349)] 2024-10-12 07:03:27,778 - Train: 24.30% [304050/1251000] [243.0/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002588] [CE 4.699 (4.744)] [KD 5.273 (5.469)] 2024-10-12 07:03:33,576 - Train: 24.31% [304100/1251000] [243.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002588] [CE 5.141 (4.725)] [KD 5.847 (5.626)] 2024-10-12 07:03:39,355 - Train: 24.31% [304150/1251000] [243.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002587] [CE 4.540 (4.722)] [KD 5.320 (5.577)] 2024-10-12 07:03:45,253 - Train: 24.32% [304200/1251000] [243.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002587] [CE 4.957 (4.767)] [KD 5.687 (5.672)] 2024-10-12 07:03:51,214 - Train: 24.32% [304250/1251000] [243.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002587] [CE 5.223 (4.696)] [KD 6.081 (5.565)] 2024-10-12 07:03:57,234 - Train: 24.32% [304300/1251000] [243.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002587] [CE 4.964 (4.680)] [KD 5.563 (5.556)] 2024-10-12 07:04:03,367 - Train: 24.33% [304350/1251000] [243.3/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002587] [CE 4.364 (4.667)] [KD 5.518 (5.569)] 2024-10-12 07:04:09,268 - Train: 24.33% [304400/1251000] [243.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002587] [CE 4.627 (4.691)] [KD 5.514 (5.623)] 2024-10-12 07:04:15,144 - Train: 24.34% [304450/1251000] [243.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002587] [CE 4.723 (4.672)] [KD 5.795 (5.579)] 2024-10-12 07:04:20,902 - Train: 24.34% [304500/1251000] [243.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002587] [CE 4.026 (4.696)] [KD 5.399 (5.519)] 2024-10-12 07:04:26,714 - Train: 24.34% [304550/1251000] [243.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002586] [CE 4.901 (4.689)] [KD 5.662 (5.659)] 2024-10-12 07:04:32,650 - Train: 24.35% [304600/1251000] [243.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002586] [CE 5.017 (4.652)] [KD 5.529 (5.597)] 2024-10-12 07:04:38,705 - Train: 24.35% [304650/1251000] [243.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002586] [CE 4.475 (4.629)] [KD 5.503 (5.514)] 2024-10-12 07:04:44,530 - Train: 24.36% [304700/1251000] [243.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002586] [CE 4.996 (4.699)] [KD 5.720 (5.655)] 2024-10-12 07:04:50,592 - Train: 24.36% [304750/1251000] [243.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002586] [CE 4.979 (4.724)] [KD 5.989 (5.639)] 2024-10-12 07:04:56,740 - Train: 24.36% [304800/1251000] [243.6/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002586] [CE 4.675 (4.651)] [KD 5.450 (5.640)] 2024-10-12 07:05:02,532 - Train: 24.37% [304850/1251000] [243.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002586] [CE 4.481 (4.687)] [KD 5.412 (5.591)] 2024-10-12 07:05:08,536 - Train: 24.37% [304900/1251000] [243.7/1000.0] [batch_t 0.237 (0.120)] [data_t 0.003] [optim_t 0.234] [lr 0.002586] [CE 4.502 (4.704)] [KD 5.768 (5.614)] 2024-10-12 07:05:14,318 - Train: 24.38% [304950/1251000] [243.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002585] [CE 4.733 (4.747)] [KD 5.417 (5.655)] 2024-10-12 07:05:20,132 - Train: 24.38% [305000/1251000] [243.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002585] [CE 4.772 (4.648)] [KD 5.552 (5.566)] 2024-10-12 07:05:26,030 - Train: 24.38% [305050/1251000] [243.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002585] [CE 4.780 (4.754)] [KD 5.546 (5.637)] 2024-10-12 07:05:31,974 - Train: 24.39% [305100/1251000] [243.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002585] [CE 4.232 (4.642)] [KD 5.822 (5.542)] 2024-10-12 07:05:38,066 - Train: 24.39% [305150/1251000] [243.9/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002585] [CE 4.352 (4.621)] [KD 5.578 (5.603)] 2024-10-12 07:05:44,243 - Train: 24.40% [305200/1251000] [244.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002585] [CE 5.037 (4.698)] [KD 5.811 (5.664)] 2024-10-12 07:05:54,421 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 32210] [top5_cnt 42909] [top_all 50000] 2024-10-12 07:05:54,422 - net: 64.420 (85.818) 2024-10-12 07:05:59,424 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 35621] [top5_cnt 45054] [top_all 50000] 2024-10-12 07:05:59,424 - net_E: 71.242 (90.108) 2024-10-12 07:05:59,556 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.242 (epoch: 244)] 2024-10-12 07:05:59,556 - ==> Total time: 10:28:12 Eta: 1 day, 8:26:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:06:06,519 - Train: 24.40% [305250/1251000] [244.0/1000.0] [batch_t 0.119 (0.186)] [data_t 0.002] [optim_t 0.116] [lr 0.002585] [CE 5.121 (4.824)] [KD 5.649 (5.619)] 2024-10-12 07:06:12,616 - Train: 24.40% [305300/1251000] [244.0/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002585] [CE 4.531 (4.667)] [KD 5.219 (5.563)] 2024-10-12 07:06:18,448 - Train: 24.41% [305350/1251000] [244.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002584] [CE 4.975 (4.676)] [KD 5.769 (5.507)] 2024-10-12 07:06:24,301 - Train: 24.41% [305400/1251000] [244.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002584] [CE 4.856 (4.702)] [KD 5.607 (5.571)] 2024-10-12 07:06:30,052 - Train: 24.42% [305450/1251000] [244.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002584] [CE 4.854 (4.679)] [KD 5.691 (5.603)] 2024-10-12 07:06:36,083 - Train: 24.42% [305500/1251000] [244.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002584] [CE 4.981 (4.650)] [KD 5.875 (5.613)] 2024-10-12 07:06:42,030 - Train: 24.42% [305550/1251000] [244.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002584] [CE 4.881 (4.753)] [KD 5.753 (5.641)] 2024-10-12 07:06:48,385 - Train: 24.43% [305600/1251000] [244.3/1000.0] [batch_t 0.116 (0.127)] [data_t 0.003] [optim_t 0.113] [lr 0.002584] [CE 4.979 (4.746)] [KD 5.959 (5.660)] 2024-10-12 07:06:54,114 - Train: 24.43% [305650/1251000] [244.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002584] [CE 4.470 (4.706)] [KD 5.483 (5.656)] 2024-10-12 07:06:59,956 - Train: 24.44% [305700/1251000] [244.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002583] [CE 4.700 (4.807)] [KD 5.738 (5.740)] 2024-10-12 07:07:05,831 - Train: 24.44% [305750/1251000] [244.4/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002583] [CE 5.025 (4.739)] [KD 5.878 (5.630)] 2024-10-12 07:07:11,764 - Train: 24.44% [305800/1251000] [244.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002583] [CE 4.321 (4.756)] [KD 5.689 (5.748)] 2024-10-12 07:07:17,601 - Train: 24.45% [305850/1251000] [244.5/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002583] [CE 5.483 (4.648)] [KD 5.999 (5.561)] 2024-10-12 07:07:23,487 - Train: 24.45% [305900/1251000] [244.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002583] [CE 4.637 (4.705)] [KD 5.781 (5.580)] 2024-10-12 07:07:29,439 - Train: 24.46% [305950/1251000] [244.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002583] [CE 5.099 (4.719)] [KD 5.693 (5.546)] 2024-10-12 07:07:35,714 - Train: 24.46% [306000/1251000] [244.6/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002583] [CE 4.211 (4.673)] [KD 5.582 (5.650)] 2024-10-12 07:07:41,755 - Train: 24.46% [306050/1251000] [244.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002583] [CE 4.520 (4.721)] [KD 5.488 (5.625)] 2024-10-12 07:07:47,534 - Train: 24.47% [306100/1251000] [244.7/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002582] [CE 5.182 (4.670)] [KD 5.799 (5.546)] 2024-10-12 07:07:53,472 - Train: 24.47% [306150/1251000] [244.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002582] [CE 4.692 (4.730)] [KD 5.509 (5.659)] 2024-10-12 07:07:59,304 - Train: 24.48% [306200/1251000] [244.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002582] [CE 4.598 (4.629)] [KD 5.454 (5.606)] 2024-10-12 07:08:05,296 - Train: 24.48% [306250/1251000] [244.8/1000.0] [batch_t 0.124 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002582] [CE 4.524 (4.731)] [KD 5.589 (5.610)] 2024-10-12 07:08:11,157 - Train: 24.48% [306300/1251000] [244.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002582] [CE 4.693 (4.739)] [KD 5.596 (5.581)] 2024-10-12 07:08:17,094 - Train: 24.49% [306350/1251000] [244.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002582] [CE 4.976 (4.641)] [KD 5.801 (5.552)] 2024-10-12 07:08:23,007 - Train: 24.49% [306400/1251000] [244.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002582] [CE 5.104 (4.686)] [KD 5.735 (5.634)] 2024-10-12 07:08:29,300 - Train: 24.50% [306450/1251000] [245.0/1000.0] [batch_t 0.115 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002582] [CE 5.301 (4.675)] [KD 5.974 (5.566)] 2024-10-12 07:08:39,507 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32364] [top5_cnt 43247] [top_all 50000] 2024-10-12 07:08:39,508 - net: 64.728 (86.494) 2024-10-12 07:08:44,402 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35637] [top5_cnt 45060] [top_all 50000] 2024-10-12 07:08:44,402 - net_E: 71.274 (90.120) 2024-10-12 07:08:44,536 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.274 (epoch: 245)] 2024-10-12 07:08:44,536 - ==> Total time: 10:30:57 Eta: 1 day, 8:24:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:08:47,884 - Train: 24.50% [306500/1251000] [245.0/1000.0] [batch_t 0.114 (0.173)] [data_t 0.002] [optim_t 0.111] [lr 0.002581] [CE 4.163 (4.532)] [KD 5.248 (5.394)] 2024-10-12 07:08:53,826 - Train: 24.50% [306550/1251000] [245.0/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002581] [CE 4.688 (4.724)] [KD 5.395 (5.600)] 2024-10-12 07:08:59,563 - Train: 24.51% [306600/1251000] [245.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002581] [CE 4.000 (4.686)] [KD 5.250 (5.473)] 2024-10-12 07:09:05,460 - Train: 24.51% [306650/1251000] [245.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002581] [CE 4.256 (4.668)] [KD 5.273 (5.569)] 2024-10-12 07:09:11,195 - Train: 24.52% [306700/1251000] [245.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002581] [CE 4.327 (4.684)] [KD 5.085 (5.569)] 2024-10-12 07:09:17,266 - Train: 24.52% [306750/1251000] [245.2/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002581] [CE 3.927 (4.633)] [KD 5.395 (5.551)] 2024-10-12 07:09:23,074 - Train: 24.52% [306800/1251000] [245.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002581] [CE 4.529 (4.764)] [KD 5.383 (5.682)] 2024-10-12 07:09:29,059 - Train: 24.53% [306850/1251000] [245.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002580] [CE 4.777 (4.735)] [KD 5.677 (5.586)] 2024-10-12 07:09:34,916 - Train: 24.53% [306900/1251000] [245.3/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002580] [CE 5.114 (4.631)] [KD 5.921 (5.528)] 2024-10-12 07:09:40,740 - Train: 24.54% [306950/1251000] [245.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002580] [CE 4.806 (4.697)] [KD 5.414 (5.605)] 2024-10-12 07:09:46,840 - Train: 24.54% [307000/1251000] [245.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002580] [CE 4.492 (4.647)] [KD 5.379 (5.619)] 2024-10-12 07:09:52,812 - Train: 24.54% [307050/1251000] [245.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002580] [CE 4.514 (4.640)] [KD 5.629 (5.531)] 2024-10-12 07:09:58,619 - Train: 24.55% [307100/1251000] [245.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002580] [CE 4.725 (4.649)] [KD 5.404 (5.515)] 2024-10-12 07:10:04,428 - Train: 24.55% [307150/1251000] [245.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002580] [CE 4.853 (4.641)] [KD 5.592 (5.595)] 2024-10-12 07:10:10,360 - Train: 24.56% [307200/1251000] [245.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002580] [CE 4.374 (4.647)] [KD 5.397 (5.539)] 2024-10-12 07:10:16,504 - Train: 24.56% [307250/1251000] [245.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002579] [CE 4.718 (4.727)] [KD 5.563 (5.617)] 2024-10-12 07:10:22,693 - Train: 24.56% [307300/1251000] [245.6/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.120] [lr 0.002579] [CE 4.918 (4.740)] [KD 5.765 (5.585)] 2024-10-12 07:10:28,503 - Train: 24.57% [307350/1251000] [245.7/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002579] [CE 5.001 (4.664)] [KD 5.783 (5.581)] 2024-10-12 07:10:34,504 - Train: 24.57% [307400/1251000] [245.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002579] [CE 5.327 (4.730)] [KD 6.171 (5.719)] 2024-10-12 07:10:40,301 - Train: 24.58% [307450/1251000] [245.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002579] [CE 4.857 (4.730)] [KD 5.435 (5.673)] 2024-10-12 07:10:46,254 - Train: 24.58% [307500/1251000] [245.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002579] [CE 4.407 (4.663)] [KD 5.598 (5.650)] 2024-10-12 07:10:52,005 - Train: 24.58% [307550/1251000] [245.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002579] [CE 4.520 (4.726)] [KD 5.414 (5.672)] 2024-10-12 07:10:58,157 - Train: 24.59% [307600/1251000] [245.9/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002579] [CE 4.745 (4.628)] [KD 5.430 (5.592)] 2024-10-12 07:11:04,075 - Train: 24.59% [307650/1251000] [245.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002578] [CE 4.726 (4.676)] [KD 5.490 (5.630)] 2024-10-12 07:11:10,080 - Train: 24.60% [307700/1251000] [246.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002578] [CE 4.616 (4.735)] [KD 5.306 (5.654)] 2024-10-12 07:11:20,287 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32380] [top5_cnt 43161] [top_all 50000] 2024-10-12 07:11:20,287 - net: 64.760 (86.322) 2024-10-12 07:11:25,338 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.094)] [top1_cnt 35665] [top5_cnt 45063] [top_all 50000] 2024-10-12 07:11:25,339 - net_E: 71.330 (90.126) 2024-10-12 07:11:25,482 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:11:25,482 - ==> Total time: 10:33:38 Eta: 1 day, 8:22:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:11:28,845 - Train: 24.60% [307750/1251000] [246.0/1000.0] [batch_t 0.116 (0.203)] [data_t 0.002] [optim_t 0.113] [lr 0.002578] [CE 4.387 (4.549)] [KD 5.432 (5.441)] 2024-10-12 07:11:34,675 - Train: 24.60% [307800/1251000] [246.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002578] [CE 4.525 (4.734)] [KD 5.604 (5.515)] 2024-10-12 07:11:40,654 - Train: 24.61% [307850/1251000] [246.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002578] [CE 3.796 (4.684)] [KD 5.350 (5.534)] 2024-10-12 07:11:46,591 - Train: 24.61% [307900/1251000] [246.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002578] [CE 4.108 (4.735)] [KD 5.534 (5.620)] 2024-10-12 07:11:52,757 - Train: 24.62% [307950/1251000] [246.2/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002578] [CE 4.914 (4.695)] [KD 5.578 (5.616)] 2024-10-12 07:11:58,616 - Train: 24.62% [308000/1251000] [246.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002578] [CE 4.501 (4.662)] [KD 5.358 (5.610)] 2024-10-12 07:12:04,451 - Train: 24.62% [308050/1251000] [246.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002577] [CE 4.467 (4.728)] [KD 5.283 (5.622)] 2024-10-12 07:12:10,320 - Train: 24.63% [308100/1251000] [246.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002577] [CE 5.004 (4.707)] [KD 5.674 (5.629)] 2024-10-12 07:12:16,056 - Train: 24.63% [308150/1251000] [246.3/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002577] [CE 4.905 (4.635)] [KD 5.325 (5.510)] 2024-10-12 07:12:21,899 - Train: 24.64% [308200/1251000] [246.4/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002577] [CE 4.685 (4.730)] [KD 5.789 (5.695)] 2024-10-12 07:12:28,133 - Train: 24.64% [308250/1251000] [246.4/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.116] [lr 0.002577] [CE 4.728 (4.627)] [KD 5.517 (5.563)] 2024-10-12 07:12:33,898 - Train: 24.64% [308300/1251000] [246.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002577] [CE 4.179 (4.726)] [KD 5.478 (5.674)] 2024-10-12 07:12:40,227 - Train: 24.65% [308350/1251000] [246.5/1000.0] [batch_t 0.113 (0.127)] [data_t 0.002] [optim_t 0.111] [lr 0.002577] [CE 5.077 (4.709)] [KD 5.673 (5.698)] 2024-10-12 07:12:46,016 - Train: 24.65% [308400/1251000] [246.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002576] [CE 4.446 (4.735)] [KD 5.396 (5.601)] 2024-10-12 07:12:51,823 - Train: 24.66% [308450/1251000] [246.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002576] [CE 4.170 (4.630)] [KD 5.414 (5.634)] 2024-10-12 07:12:57,797 - Train: 24.66% [308500/1251000] [246.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002576] [CE 4.790 (4.798)] [KD 5.668 (5.649)] 2024-10-12 07:13:03,799 - Train: 24.66% [308550/1251000] [246.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002576] [CE 4.545 (4.769)] [KD 5.465 (5.716)] 2024-10-12 07:13:09,522 - Train: 24.67% [308600/1251000] [246.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002576] [CE 5.078 (4.723)] [KD 5.699 (5.621)] 2024-10-12 07:13:15,364 - Train: 24.67% [308650/1251000] [246.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002576] [CE 4.996 (4.756)] [KD 5.613 (5.596)] 2024-10-12 07:13:21,262 - Train: 24.68% [308700/1251000] [246.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002576] [CE 4.880 (4.679)] [KD 5.498 (5.600)] 2024-10-12 07:13:27,267 - Train: 24.68% [308750/1251000] [246.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002576] [CE 4.927 (4.689)] [KD 5.665 (5.611)] 2024-10-12 07:13:33,382 - Train: 24.68% [308800/1251000] [246.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002575] [CE 4.941 (4.792)] [KD 5.466 (5.640)] 2024-10-12 07:13:39,308 - Train: 24.69% [308850/1251000] [246.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002575] [CE 4.609 (4.721)] [KD 5.501 (5.583)] 2024-10-12 07:13:45,222 - Train: 24.69% [308900/1251000] [246.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002575] [CE 4.940 (4.728)] [KD 5.538 (5.671)] 2024-10-12 07:13:50,963 - Train: 24.70% [308950/1251000] [247.0/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002575] [CE 4.565 (4.730)] [KD 5.311 (5.602)] 2024-10-12 07:14:01,351 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 31651] [top5_cnt 42772] [top_all 50000] 2024-10-12 07:14:01,351 - net: 63.302 (85.544) 2024-10-12 07:14:06,387 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35637] [top5_cnt 45064] [top_all 50000] 2024-10-12 07:14:06,387 - net_E: 71.274 (90.128) 2024-10-12 07:14:06,529 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:14:06,529 - ==> Total time: 10:36:19 Eta: 1 day, 8:19:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:14:08,568 - Train: 24.70% [309000/1251000] [247.0/1000.0] [batch_t 0.115 (0.301)] [data_t 0.002] [optim_t 0.113] [lr 0.002575] [CE 4.590 (4.579)] [KD 5.419 (5.457)] 2024-10-12 07:14:14,502 - Train: 24.70% [309050/1251000] [247.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002575] [CE 4.856 (4.751)] [KD 5.632 (5.654)] 2024-10-12 07:14:20,407 - Train: 24.71% [309100/1251000] [247.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002575] [CE 5.308 (4.652)] [KD 6.089 (5.480)] 2024-10-12 07:14:26,764 - Train: 24.71% [309150/1251000] [247.1/1000.0] [batch_t 0.115 (0.127)] [data_t 0.003] [optim_t 0.112] [lr 0.002575] [CE 4.774 (4.627)] [KD 5.405 (5.546)] 2024-10-12 07:14:32,665 - Train: 24.72% [309200/1251000] [247.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002574] [CE 4.565 (4.722)] [KD 4.986 (5.604)] 2024-10-12 07:14:38,400 - Train: 24.72% [309250/1251000] [247.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002574] [CE 4.964 (4.721)] [KD 5.789 (5.713)] 2024-10-12 07:14:44,291 - Train: 24.72% [309300/1251000] [247.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002574] [CE 4.790 (4.768)] [KD 5.641 (5.664)] 2024-10-12 07:14:50,228 - Train: 24.73% [309350/1251000] [247.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002574] [CE 4.837 (4.791)] [KD 5.624 (5.603)] 2024-10-12 07:14:56,186 - Train: 24.73% [309400/1251000] [247.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002574] [CE 4.768 (4.676)] [KD 5.483 (5.506)] 2024-10-12 07:15:02,113 - Train: 24.74% [309450/1251000] [247.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002574] [CE 4.791 (4.672)] [KD 5.738 (5.591)] 2024-10-12 07:15:07,912 - Train: 24.74% [309500/1251000] [247.4/1000.0] [batch_t 0.125 (0.116)] [data_t 0.002] [optim_t 0.123] [lr 0.002574] [CE 4.619 (4.768)] [KD 5.254 (5.612)] 2024-10-12 07:15:14,000 - Train: 24.74% [309550/1251000] [247.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002573] [CE 5.008 (4.704)] [KD 5.674 (5.609)] 2024-10-12 07:15:20,115 - Train: 24.75% [309600/1251000] [247.5/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002573] [CE 4.250 (4.732)] [KD 5.381 (5.682)] 2024-10-12 07:15:26,079 - Train: 24.75% [309650/1251000] [247.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002573] [CE 4.369 (4.715)] [KD 5.392 (5.570)] 2024-10-12 07:15:32,134 - Train: 24.76% [309700/1251000] [247.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002573] [CE 4.866 (4.680)] [KD 6.030 (5.688)] 2024-10-12 07:15:37,943 - Train: 24.76% [309750/1251000] [247.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002573] [CE 4.412 (4.715)] [KD 5.622 (5.676)] 2024-10-12 07:15:43,821 - Train: 24.76% [309800/1251000] [247.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002573] [CE 4.372 (4.624)] [KD 5.594 (5.566)] 2024-10-12 07:15:49,628 - Train: 24.77% [309850/1251000] [247.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002573] [CE 4.696 (4.720)] [KD 5.620 (5.669)] 2024-10-12 07:15:55,527 - Train: 24.77% [309900/1251000] [247.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002573] [CE 5.007 (4.724)] [KD 6.013 (5.667)] 2024-10-12 07:16:01,396 - Train: 24.78% [309950/1251000] [247.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002572] [CE 4.475 (4.700)] [KD 5.595 (5.642)] 2024-10-12 07:16:07,890 - Train: 24.78% [310000/1251000] [247.8/1000.0] [batch_t 0.115 (0.130)] [data_t 0.002] [optim_t 0.113] [lr 0.002572] [CE 4.414 (4.673)] [KD 5.451 (5.601)] 2024-10-12 07:16:13,770 - Train: 24.78% [310050/1251000] [247.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002572] [CE 4.860 (4.618)] [KD 5.503 (5.483)] 2024-10-12 07:16:19,659 - Train: 24.79% [310100/1251000] [247.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002572] [CE 4.850 (4.793)] [KD 5.511 (5.593)] 2024-10-12 07:16:25,433 - Train: 24.79% [310150/1251000] [247.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002572] [CE 4.878 (4.707)] [KD 5.510 (5.600)] 2024-10-12 07:16:31,204 - Train: 24.80% [310200/1251000] [248.0/1000.0] [batch_t 0.123 (0.115)] [data_t 0.002] [optim_t 0.120] [lr 0.002572] [CE 4.485 (4.692)] [KD 5.577 (5.501)] 2024-10-12 07:16:41,861 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 32000] [top5_cnt 42852] [top_all 50000] 2024-10-12 07:16:41,861 - net: 64.000 (85.704) 2024-10-12 07:16:46,898 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35637] [top5_cnt 45051] [top_all 50000] 2024-10-12 07:16:46,898 - net_E: 71.274 (90.102) 2024-10-12 07:16:47,043 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:16:47,044 - ==> Total time: 10:38:59 Eta: 1 day, 8:17:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:16:49,113 - Train: 24.80% [310250/1251000] [248.0/1000.0] [batch_t 0.118 (0.298)] [data_t 0.003] [optim_t 0.115] [lr 0.002572] [CE 4.469 (4.592)] [KD 5.353 (5.457)] 2024-10-12 07:16:55,165 - Train: 24.80% [310300/1251000] [248.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002571] [CE 5.226 (4.721)] [KD 5.655 (5.594)] 2024-10-12 07:17:01,108 - Train: 24.81% [310350/1251000] [248.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002571] [CE 4.785 (4.739)] [KD 5.644 (5.546)] 2024-10-12 07:17:07,550 - Train: 24.81% [310400/1251000] [248.1/1000.0] [batch_t 0.118 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.002571] [CE 4.956 (4.666)] [KD 5.825 (5.579)] 2024-10-12 07:17:13,661 - Train: 24.82% [310450/1251000] [248.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002571] [CE 4.514 (4.625)] [KD 5.811 (5.633)] 2024-10-12 07:17:19,685 - Train: 24.82% [310500/1251000] [248.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002571] [CE 4.973 (4.670)] [KD 5.786 (5.553)] 2024-10-12 07:17:25,535 - Train: 24.82% [310550/1251000] [248.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002571] [CE 4.177 (4.728)] [KD 4.990 (5.518)] 2024-10-12 07:17:31,429 - Train: 24.83% [310600/1251000] [248.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002571] [CE 4.522 (4.695)] [KD 5.504 (5.545)] 2024-10-12 07:17:37,210 - Train: 24.83% [310650/1251000] [248.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002571] [CE 4.437 (4.722)] [KD 5.593 (5.640)] 2024-10-12 07:17:43,475 - Train: 24.84% [310700/1251000] [248.4/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002570] [CE 4.512 (4.688)] [KD 5.406 (5.628)] 2024-10-12 07:17:49,341 - Train: 24.84% [310750/1251000] [248.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002570] [CE 4.702 (4.729)] [KD 5.573 (5.661)] 2024-10-12 07:17:55,343 - Train: 24.84% [310800/1251000] [248.4/1000.0] [batch_t 0.257 (0.120)] [data_t 0.002] [optim_t 0.254] [lr 0.002570] [CE 4.725 (4.630)] [KD 5.432 (5.542)] 2024-10-12 07:18:01,626 - Train: 24.85% [310850/1251000] [248.5/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.002570] [CE 4.510 (4.728)] [KD 5.626 (5.652)] 2024-10-12 07:18:07,501 - Train: 24.85% [310900/1251000] [248.5/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002570] [CE 4.315 (4.642)] [KD 5.423 (5.539)] 2024-10-12 07:18:13,551 - Train: 24.86% [310950/1251000] [248.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002570] [CE 5.131 (4.725)] [KD 5.519 (5.598)] 2024-10-12 07:18:19,482 - Train: 24.86% [311000/1251000] [248.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002570] [CE 4.757 (4.729)] [KD 5.559 (5.611)] 2024-10-12 07:18:25,318 - Train: 24.86% [311050/1251000] [248.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002570] [CE 4.622 (4.714)] [KD 5.359 (5.665)] 2024-10-12 07:18:31,125 - Train: 24.87% [311100/1251000] [248.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002569] [CE 5.015 (4.711)] [KD 5.689 (5.541)] 2024-10-12 07:18:36,975 - Train: 24.87% [311150/1251000] [248.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002569] [CE 5.042 (4.750)] [KD 5.573 (5.553)] 2024-10-12 07:18:42,698 - Train: 24.88% [311200/1251000] [248.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002569] [CE 4.220 (4.662)] [KD 5.648 (5.531)] 2024-10-12 07:18:48,903 - Train: 24.88% [311250/1251000] [248.8/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002569] [CE 4.521 (4.709)] [KD 5.742 (5.609)] 2024-10-12 07:18:55,045 - Train: 24.88% [311300/1251000] [248.8/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002569] [CE 4.360 (4.747)] [KD 5.424 (5.604)] 2024-10-12 07:19:00,835 - Train: 24.89% [311350/1251000] [248.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002569] [CE 4.887 (4.680)] [KD 5.614 (5.595)] 2024-10-12 07:19:06,754 - Train: 24.89% [311400/1251000] [248.9/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002569] [CE 4.918 (4.743)] [KD 5.351 (5.623)] 2024-10-12 07:19:12,653 - Train: 24.90% [311450/1251000] [249.0/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002568] [CE 4.713 (4.721)] [KD 5.467 (5.672)] 2024-10-12 07:19:23,189 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31659] [top5_cnt 42742] [top_all 50000] 2024-10-12 07:19:23,190 - net: 63.318 (85.484) 2024-10-12 07:19:28,216 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35594] [top5_cnt 45064] [top_all 50000] 2024-10-12 07:19:28,217 - net_E: 71.188 (90.128) 2024-10-12 07:19:28,367 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:19:28,368 - ==> Total time: 10:41:41 Eta: 1 day, 8:15:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:19:30,191 - Train: 24.90% [311500/1251000] [249.0/1000.0] [batch_t 0.618 (0.618)] [data_t 0.491] [optim_t 0.127] [lr 0.002568] [CE 5.069 (5.069)] [KD 5.675 (5.675)] 2024-10-12 07:19:36,210 - Train: 24.90% [311550/1251000] [249.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002568] [CE 4.297 (4.700)] [KD 5.565 (5.516)] 2024-10-12 07:19:42,088 - Train: 24.91% [311600/1251000] [249.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002568] [CE 4.892 (4.762)] [KD 5.811 (5.596)] 2024-10-12 07:19:47,983 - Train: 24.91% [311650/1251000] [249.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002568] [CE 4.531 (4.674)] [KD 5.362 (5.599)] 2024-10-12 07:19:53,921 - Train: 24.92% [311700/1251000] [249.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002568] [CE 4.182 (4.683)] [KD 5.392 (5.585)] 2024-10-12 07:20:00,024 - Train: 24.92% [311750/1251000] [249.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002568] [CE 4.961 (4.708)] [KD 5.275 (5.649)] 2024-10-12 07:20:06,108 - Train: 24.92% [311800/1251000] [249.2/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002568] [CE 4.814 (4.704)] [KD 5.717 (5.607)] 2024-10-12 07:20:12,149 - Train: 24.93% [311850/1251000] [249.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002567] [CE 4.651 (4.756)] [KD 5.618 (5.718)] 2024-10-12 07:20:18,358 - Train: 24.93% [311900/1251000] [249.3/1000.0] [batch_t 0.123 (0.124)] [data_t 0.002] [optim_t 0.120] [lr 0.002567] [CE 4.705 (4.689)] [KD 5.671 (5.660)] 2024-10-12 07:20:24,208 - Train: 24.94% [311950/1251000] [249.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002567] [CE 4.891 (4.645)] [KD 5.710 (5.561)] 2024-10-12 07:20:30,237 - Train: 24.94% [312000/1251000] [249.4/1000.0] [batch_t 0.125 (0.120)] [data_t 0.002] [optim_t 0.122] [lr 0.002567] [CE 5.082 (4.712)] [KD 5.684 (5.579)] 2024-10-12 07:20:36,188 - Train: 24.94% [312050/1251000] [249.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002567] [CE 5.275 (4.665)] [KD 5.820 (5.495)] 2024-10-12 07:20:42,266 - Train: 24.95% [312100/1251000] [249.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002567] [CE 4.523 (4.681)] [KD 5.385 (5.524)] 2024-10-12 07:20:48,383 - Train: 24.95% [312150/1251000] [249.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002567] [CE 5.111 (4.619)] [KD 5.607 (5.574)] 2024-10-12 07:20:54,429 - Train: 24.96% [312200/1251000] [249.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002567] [CE 4.660 (4.708)] [KD 5.483 (5.619)] 2024-10-12 07:21:00,505 - Train: 24.96% [312250/1251000] [249.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002566] [CE 4.850 (4.729)] [KD 5.501 (5.645)] 2024-10-12 07:21:06,661 - Train: 24.96% [312300/1251000] [249.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002566] [CE 5.000 (4.699)] [KD 5.929 (5.628)] 2024-10-12 07:21:12,583 - Train: 24.97% [312350/1251000] [249.7/1000.0] [batch_t 0.125 (0.118)] [data_t 0.003] [optim_t 0.122] [lr 0.002566] [CE 4.620 (4.663)] [KD 5.653 (5.551)] 2024-10-12 07:21:18,610 - Train: 24.97% [312400/1251000] [249.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002566] [CE 5.028 (4.674)] [KD 5.756 (5.599)] 2024-10-12 07:21:24,796 - Train: 24.98% [312450/1251000] [249.8/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002566] [CE 4.741 (4.659)] [KD 5.833 (5.629)] 2024-10-12 07:21:30,621 - Train: 24.98% [312500/1251000] [249.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002566] [CE 4.867 (4.748)] [KD 6.010 (5.660)] 2024-10-12 07:21:36,729 - Train: 24.98% [312550/1251000] [249.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002566] [CE 4.811 (4.706)] [KD 5.683 (5.660)] 2024-10-12 07:21:42,719 - Train: 24.99% [312600/1251000] [249.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002565] [CE 4.651 (4.717)] [KD 5.598 (5.528)] 2024-10-12 07:21:48,709 - Train: 24.99% [312650/1251000] [249.9/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002565] [CE 4.817 (4.717)] [KD 5.519 (5.556)] 2024-10-12 07:21:54,956 - Train: 25.00% [312700/1251000] [250.0/1000.0] [batch_t 0.124 (0.125)] [data_t 0.003] [optim_t 0.121] [lr 0.002565] [CE 4.452 (4.738)] [KD 5.434 (5.613)] 2024-10-12 07:22:01,164 - Train: 25.00% [312750/1251000] [250.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002565] [CE 4.395 (4.662)] [KD 5.285 (5.544)] 2024-10-12 07:22:06,118 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.094)] [top1_cnt 32159] [top5_cnt 43050] [top_all 50000] 2024-10-12 07:22:06,118 - net: 64.318 (86.100) 2024-10-12 07:22:11,168 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 35608] [top5_cnt 45051] [top_all 50000] 2024-10-12 07:22:11,168 - net_E: 71.216 (90.102) 2024-10-12 07:22:11,305 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:22:11,305 - ==> Total time: 10:44:23 Eta: 1 day, 8:13:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:22:18,665 - Train: 25.00% [312800/1251000] [250.0/1000.0] [batch_t 0.117 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002565] [CE 4.595 (4.608)] [KD 5.471 (5.472)] 2024-10-12 07:22:24,628 - Train: 25.01% [312850/1251000] [250.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002565] [CE 4.511 (4.632)] [KD 5.167 (5.521)] 2024-10-12 07:22:30,568 - Train: 25.01% [312900/1251000] [250.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002565] [CE 4.621 (4.694)] [KD 5.431 (5.533)] 2024-10-12 07:22:36,651 - Train: 25.02% [312950/1251000] [250.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002565] [CE 4.876 (4.684)] [KD 5.690 (5.539)] 2024-10-12 07:22:42,409 - Train: 25.02% [313000/1251000] [250.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002564] [CE 4.880 (4.789)] [KD 5.725 (5.638)] 2024-10-12 07:22:48,339 - Train: 25.02% [313050/1251000] [250.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002564] [CE 4.019 (4.609)] [KD 5.479 (5.483)] 2024-10-12 07:22:54,461 - Train: 25.03% [313100/1251000] [250.3/1000.0] [batch_t 0.234 (0.122)] [data_t 0.002] [optim_t 0.232] [lr 0.002564] [CE 4.385 (4.666)] [KD 5.522 (5.524)] 2024-10-12 07:23:00,346 - Train: 25.03% [313150/1251000] [250.3/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002564] [CE 4.535 (4.661)] [KD 5.526 (5.545)] 2024-10-12 07:23:06,377 - Train: 25.04% [313200/1251000] [250.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002564] [CE 5.253 (4.660)] [KD 6.041 (5.573)] 2024-10-12 07:23:12,152 - Train: 25.04% [313250/1251000] [250.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002564] [CE 5.029 (4.735)] [KD 5.665 (5.582)] 2024-10-12 07:23:17,906 - Train: 25.04% [313300/1251000] [250.4/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002564] [CE 4.845 (4.699)] [KD 5.180 (5.564)] 2024-10-12 07:23:23,788 - Train: 25.05% [313350/1251000] [250.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002563] [CE 4.951 (4.696)] [KD 5.803 (5.548)] 2024-10-12 07:23:29,563 - Train: 25.05% [313400/1251000] [250.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002563] [CE 4.791 (4.704)] [KD 5.653 (5.577)] 2024-10-12 07:23:35,621 - Train: 25.06% [313450/1251000] [250.6/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002563] [CE 4.896 (4.704)] [KD 5.879 (5.636)] 2024-10-12 07:23:41,797 - Train: 25.06% [313500/1251000] [250.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002563] [CE 4.551 (4.738)] [KD 5.817 (5.770)] 2024-10-12 07:23:47,793 - Train: 25.06% [313550/1251000] [250.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002563] [CE 4.625 (4.715)] [KD 5.508 (5.641)] 2024-10-12 07:23:53,562 - Train: 25.07% [313600/1251000] [250.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002563] [CE 4.295 (4.708)] [KD 5.518 (5.643)] 2024-10-12 07:23:59,296 - Train: 25.07% [313650/1251000] [250.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002563] [CE 4.016 (4.636)] [KD 5.135 (5.639)] 2024-10-12 07:24:05,122 - Train: 25.08% [313700/1251000] [250.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002563] [CE 4.714 (4.712)] [KD 5.508 (5.672)] 2024-10-12 07:24:10,983 - Train: 25.08% [313750/1251000] [250.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002562] [CE 4.869 (4.727)] [KD 5.526 (5.581)] 2024-10-12 07:24:17,006 - Train: 25.08% [313800/1251000] [250.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002562] [CE 4.468 (4.731)] [KD 5.637 (5.555)] 2024-10-12 07:24:22,924 - Train: 25.09% [313850/1251000] [250.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002562] [CE 4.982 (4.686)] [KD 5.765 (5.622)] 2024-10-12 07:24:28,685 - Train: 25.09% [313900/1251000] [250.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002562] [CE 5.170 (4.719)] [KD 6.022 (5.744)] 2024-10-12 07:24:34,831 - Train: 25.10% [313950/1251000] [251.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002562] [CE 5.292 (4.626)] [KD 5.734 (5.543)] 2024-10-12 07:24:40,682 - Train: 25.10% [314000/1251000] [251.0/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002562] [CE 4.617 (4.754)] [KD 5.838 (5.600)] 2024-10-12 07:24:45,697 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32113] [top5_cnt 43065] [top_all 50000] 2024-10-12 07:24:45,697 - net: 64.226 (86.130) 2024-10-12 07:24:50,631 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35595] [top5_cnt 45083] [top_all 50000] 2024-10-12 07:24:50,631 - net_E: 71.190 (90.166) 2024-10-12 07:24:50,767 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:24:50,767 - ==> Total time: 10:47:03 Eta: 1 day, 8:10:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:24:58,168 - Train: 25.10% [314050/1251000] [251.0/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002562] [CE 4.759 (4.717)] [KD 5.628 (5.505)] 2024-10-12 07:25:04,273 - Train: 25.11% [314100/1251000] [251.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002561] [CE 4.545 (4.660)] [KD 5.507 (5.518)] 2024-10-12 07:25:10,159 - Train: 25.11% [314150/1251000] [251.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002561] [CE 4.446 (4.732)] [KD 5.478 (5.572)] 2024-10-12 07:25:16,036 - Train: 25.12% [314200/1251000] [251.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002561] [CE 5.012 (4.703)] [KD 5.636 (5.607)] 2024-10-12 07:25:21,909 - Train: 25.12% [314250/1251000] [251.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002561] [CE 4.972 (4.731)] [KD 5.731 (5.595)] 2024-10-12 07:25:27,870 - Train: 25.12% [314300/1251000] [251.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002561] [CE 4.495 (4.678)] [KD 5.726 (5.539)] 2024-10-12 07:25:34,031 - Train: 25.13% [314350/1251000] [251.3/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002561] [CE 4.669 (4.707)] [KD 5.585 (5.634)] 2024-10-12 07:25:40,355 - Train: 25.13% [314400/1251000] [251.3/1000.0] [batch_t 0.118 (0.126)] [data_t 0.002] [optim_t 0.115] [lr 0.002561] [CE 4.873 (4.729)] [KD 5.921 (5.634)] 2024-10-12 07:25:46,353 - Train: 25.14% [314450/1251000] [251.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002561] [CE 4.587 (4.721)] [KD 5.384 (5.596)] 2024-10-12 07:25:52,358 - Train: 25.14% [314500/1251000] [251.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002560] [CE 4.207 (4.692)] [KD 5.421 (5.578)] 2024-10-12 07:25:58,178 - Train: 25.14% [314550/1251000] [251.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002560] [CE 3.927 (4.642)] [KD 5.546 (5.580)] 2024-10-12 07:26:04,046 - Train: 25.15% [314600/1251000] [251.5/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002560] [CE 4.463 (4.760)] [KD 5.001 (5.586)] 2024-10-12 07:26:10,032 - Train: 25.15% [314650/1251000] [251.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002560] [CE 4.506 (4.688)] [KD 5.510 (5.474)] 2024-10-12 07:26:15,952 - Train: 25.16% [314700/1251000] [251.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002560] [CE 4.508 (4.717)] [KD 5.586 (5.620)] 2024-10-12 07:26:21,883 - Train: 25.16% [314750/1251000] [251.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002560] [CE 4.845 (4.733)] [KD 5.592 (5.629)] 2024-10-12 07:26:28,003 - Train: 25.16% [314800/1251000] [251.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002560] [CE 4.911 (4.699)] [KD 5.682 (5.566)] 2024-10-12 07:26:33,990 - Train: 25.17% [314850/1251000] [251.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002560] [CE 4.838 (4.709)] [KD 5.825 (5.612)] 2024-10-12 07:26:40,133 - Train: 25.17% [314900/1251000] [251.7/1000.0] [batch_t 0.246 (0.123)] [data_t 0.003] [optim_t 0.243] [lr 0.002559] [CE 4.522 (4.717)] [KD 5.651 (5.536)] 2024-10-12 07:26:46,071 - Train: 25.18% [314950/1251000] [251.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002559] [CE 5.142 (4.731)] [KD 5.526 (5.573)] 2024-10-12 07:26:51,870 - Train: 25.18% [315000/1251000] [251.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002559] [CE 4.922 (4.635)] [KD 5.464 (5.536)] 2024-10-12 07:26:57,669 - Train: 25.18% [315050/1251000] [251.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002559] [CE 4.828 (4.700)] [KD 5.709 (5.635)] 2024-10-12 07:27:03,461 - Train: 25.19% [315100/1251000] [251.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002559] [CE 5.266 (4.752)] [KD 5.743 (5.675)] 2024-10-12 07:27:09,421 - Train: 25.19% [315150/1251000] [251.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002559] [CE 4.328 (4.732)] [KD 5.405 (5.593)] 2024-10-12 07:27:15,516 - Train: 25.20% [315200/1251000] [252.0/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002559] [CE 4.286 (4.664)] [KD 5.592 (5.630)] 2024-10-12 07:27:21,729 - Train: 25.20% [315250/1251000] [252.0/1000.0] [batch_t 0.111 (0.124)] [data_t 0.002] [optim_t 0.109] [lr 0.002558] [CE 4.911 (4.694)] [KD 5.573 (5.565)] 2024-10-12 07:27:27,017 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 32057] [top5_cnt 42930] [top_all 50000] 2024-10-12 07:27:27,018 - net: 64.114 (85.860) 2024-10-12 07:27:31,923 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.090)] [top1_cnt 35553] [top5_cnt 45096] [top_all 50000] 2024-10-12 07:27:31,924 - net_E: 71.106 (90.192) 2024-10-12 07:27:32,063 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:27:32,063 - ==> Total time: 10:49:44 Eta: 1 day, 8:08:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:27:39,633 - Train: 25.20% [315300/1251000] [252.0/1000.0] [batch_t 0.118 (0.133)] [data_t 0.003] [optim_t 0.115] [lr 0.002558] [CE 4.793 (4.714)] [KD 5.444 (5.430)] 2024-10-12 07:27:45,605 - Train: 25.21% [315350/1251000] [252.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002558] [CE 4.523 (4.625)] [KD 5.339 (5.441)] 2024-10-12 07:27:51,426 - Train: 25.21% [315400/1251000] [252.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002558] [CE 4.889 (4.717)] [KD 5.530 (5.507)] 2024-10-12 07:27:57,246 - Train: 25.22% [315450/1251000] [252.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002558] [CE 4.090 (4.677)] [KD 5.355 (5.486)] 2024-10-12 07:28:03,230 - Train: 25.22% [315500/1251000] [252.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002558] [CE 4.524 (4.708)] [KD 5.107 (5.496)] 2024-10-12 07:28:09,365 - Train: 25.22% [315550/1251000] [252.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002558] [CE 4.751 (4.761)] [KD 5.555 (5.535)] 2024-10-12 07:28:15,448 - Train: 25.23% [315600/1251000] [252.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002558] [CE 4.755 (4.659)] [KD 5.806 (5.564)] 2024-10-12 07:28:21,497 - Train: 25.23% [315650/1251000] [252.3/1000.0] [batch_t 0.123 (0.121)] [data_t 0.003] [optim_t 0.121] [lr 0.002557] [CE 4.401 (4.644)] [KD 5.448 (5.476)] 2024-10-12 07:28:27,527 - Train: 25.24% [315700/1251000] [252.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002557] [CE 4.195 (4.709)] [KD 5.262 (5.540)] 2024-10-12 07:28:33,819 - Train: 25.24% [315750/1251000] [252.4/1000.0] [batch_t 0.124 (0.126)] [data_t 0.003] [optim_t 0.121] [lr 0.002557] [CE 4.758 (4.765)] [KD 5.434 (5.577)] 2024-10-12 07:28:39,863 - Train: 25.24% [315800/1251000] [252.4/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002557] [CE 4.455 (4.689)] [KD 5.374 (5.573)] 2024-10-12 07:28:45,889 - Train: 25.25% [315850/1251000] [252.5/1000.0] [batch_t 0.124 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002557] [CE 4.693 (4.719)] [KD 5.466 (5.538)] 2024-10-12 07:28:51,786 - Train: 25.25% [315900/1251000] [252.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002557] [CE 5.015 (4.743)] [KD 5.895 (5.608)] 2024-10-12 07:28:57,846 - Train: 25.26% [315950/1251000] [252.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002557] [CE 4.936 (4.672)] [KD 5.882 (5.570)] 2024-10-12 07:29:03,886 - Train: 25.26% [316000/1251000] [252.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002556] [CE 4.675 (4.688)] [KD 5.449 (5.609)] 2024-10-12 07:29:09,994 - Train: 25.26% [316050/1251000] [252.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002556] [CE 4.157 (4.748)] [KD 5.483 (5.649)] 2024-10-12 07:29:16,092 - Train: 25.27% [316100/1251000] [252.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002556] [CE 4.427 (4.712)] [KD 5.519 (5.632)] 2024-10-12 07:29:22,110 - Train: 25.27% [316150/1251000] [252.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002556] [CE 5.049 (4.725)] [KD 5.601 (5.633)] 2024-10-12 07:29:28,002 - Train: 25.28% [316200/1251000] [252.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002556] [CE 4.786 (4.707)] [KD 5.255 (5.537)] 2024-10-12 07:29:33,865 - Train: 25.28% [316250/1251000] [252.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002556] [CE 4.774 (4.667)] [KD 5.386 (5.573)] 2024-10-12 07:29:39,688 - Train: 25.28% [316300/1251000] [252.8/1000.0] [batch_t 0.121 (0.116)] [data_t 0.003] [optim_t 0.118] [lr 0.002556] [CE 5.131 (4.770)] [KD 6.003 (5.662)] 2024-10-12 07:29:45,667 - Train: 25.29% [316350/1251000] [252.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002556] [CE 4.861 (4.729)] [KD 5.898 (5.699)] 2024-10-12 07:29:51,745 - Train: 25.29% [316400/1251000] [252.9/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002555] [CE 4.960 (4.699)] [KD 5.655 (5.728)] 2024-10-12 07:29:57,906 - Train: 25.30% [316450/1251000] [253.0/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002555] [CE 4.661 (4.658)] [KD 5.875 (5.600)] 2024-10-12 07:30:03,668 - Train: 25.30% [316500/1251000] [253.0/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002555] [CE 4.365 (4.691)] [KD 5.303 (5.548)] 2024-10-12 07:30:08,951 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31996] [top5_cnt 42937] [top_all 50000] 2024-10-12 07:30:08,952 - net: 63.992 (85.874) 2024-10-12 07:30:13,914 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 35589] [top5_cnt 45086] [top_all 50000] 2024-10-12 07:30:13,915 - net_E: 71.178 (90.172) 2024-10-12 07:30:14,061 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:30:14,061 - ==> Total time: 10:52:26 Eta: 1 day, 8:06:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:30:21,104 - Train: 25.30% [316550/1251000] [253.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002555] [CE 4.445 (4.715)] [KD 5.266 (5.536)] 2024-10-12 07:30:27,039 - Train: 25.31% [316600/1251000] [253.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002555] [CE 4.512 (4.673)] [KD 5.610 (5.566)] 2024-10-12 07:30:33,379 - Train: 25.31% [316650/1251000] [253.1/1000.0] [batch_t 0.118 (0.127)] [data_t 0.002] [optim_t 0.116] [lr 0.002555] [CE 4.591 (4.646)] [KD 5.483 (5.540)] 2024-10-12 07:30:39,185 - Train: 25.32% [316700/1251000] [253.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002555] [CE 4.735 (4.597)] [KD 5.634 (5.592)] 2024-10-12 07:30:44,987 - Train: 25.32% [316750/1251000] [253.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002554] [CE 4.978 (4.727)] [KD 5.608 (5.666)] 2024-10-12 07:30:51,100 - Train: 25.32% [316800/1251000] [253.2/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002554] [CE 4.672 (4.708)] [KD 5.673 (5.511)] 2024-10-12 07:30:57,355 - Train: 25.33% [316850/1251000] [253.3/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002554] [CE 4.347 (4.681)] [KD 5.369 (5.592)] 2024-10-12 07:31:03,338 - Train: 25.33% [316900/1251000] [253.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002554] [CE 4.353 (4.725)] [KD 5.767 (5.653)] 2024-10-12 07:31:09,286 - Train: 25.34% [316950/1251000] [253.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002554] [CE 5.234 (4.657)] [KD 5.552 (5.556)] 2024-10-12 07:31:15,112 - Train: 25.34% [317000/1251000] [253.4/1000.0] [batch_t 0.125 (0.116)] [data_t 0.003] [optim_t 0.122] [lr 0.002554] [CE 4.468 (4.636)] [KD 5.370 (5.485)] 2024-10-12 07:31:21,056 - Train: 25.34% [317050/1251000] [253.4/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002554] [CE 4.829 (4.683)] [KD 5.731 (5.561)] 2024-10-12 07:31:27,363 - Train: 25.35% [317100/1251000] [253.5/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002554] [CE 4.680 (4.749)] [KD 5.579 (5.636)] 2024-10-12 07:31:33,258 - Train: 25.35% [317150/1251000] [253.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002553] [CE 4.587 (4.744)] [KD 5.643 (5.532)] 2024-10-12 07:31:39,230 - Train: 25.36% [317200/1251000] [253.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002553] [CE 4.567 (4.681)] [KD 5.518 (5.547)] 2024-10-12 07:31:45,284 - Train: 25.36% [317250/1251000] [253.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002553] [CE 5.099 (4.652)] [KD 5.965 (5.555)] 2024-10-12 07:31:51,264 - Train: 25.36% [317300/1251000] [253.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002553] [CE 4.999 (4.720)] [KD 5.865 (5.709)] 2024-10-12 07:31:57,174 - Train: 25.37% [317350/1251000] [253.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002553] [CE 5.025 (4.701)] [KD 5.882 (5.681)] 2024-10-12 07:32:03,079 - Train: 25.37% [317400/1251000] [253.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002553] [CE 4.590 (4.769)] [KD 5.381 (5.680)] 2024-10-12 07:32:09,041 - Train: 25.38% [317450/1251000] [253.8/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002553] [CE 4.999 (4.716)] [KD 5.660 (5.612)] 2024-10-12 07:32:15,115 - Train: 25.38% [317500/1251000] [253.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002552] [CE 4.892 (4.673)] [KD 5.814 (5.612)] 2024-10-12 07:32:20,959 - Train: 25.38% [317550/1251000] [253.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002552] [CE 4.324 (4.680)] [KD 5.596 (5.570)] 2024-10-12 07:32:26,860 - Train: 25.39% [317600/1251000] [253.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002552] [CE 4.572 (4.755)] [KD 5.386 (5.545)] 2024-10-12 07:32:32,848 - Train: 25.39% [317650/1251000] [253.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002552] [CE 5.115 (4.717)] [KD 5.615 (5.622)] 2024-10-12 07:32:38,885 - Train: 25.40% [317700/1251000] [254.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002552] [CE 4.669 (4.712)] [KD 5.579 (5.603)] 2024-10-12 07:32:44,763 - Train: 25.40% [317750/1251000] [254.0/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002552] [CE 4.974 (4.692)] [KD 5.850 (5.628)] 2024-10-12 07:32:50,075 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31229] [top5_cnt 42497] [top_all 50000] 2024-10-12 07:32:50,075 - net: 62.458 (84.994) 2024-10-12 07:32:55,001 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35569] [top5_cnt 45089] [top_all 50000] 2024-10-12 07:32:55,001 - net_E: 71.138 (90.178) 2024-10-12 07:32:55,150 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:32:55,150 - ==> Total time: 10:55:07 Eta: 1 day, 8:04:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:33:02,273 - Train: 25.40% [317800/1251000] [254.0/1000.0] [batch_t 0.114 (0.130)] [data_t 0.003] [optim_t 0.111] [lr 0.002552] [CE 4.207 (4.620)] [KD 5.341 (5.575)] 2024-10-12 07:33:08,055 - Train: 25.41% [317850/1251000] [254.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002552] [CE 4.938 (4.719)] [KD 6.145 (5.577)] 2024-10-12 07:33:14,252 - Train: 25.41% [317900/1251000] [254.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002551] [CE 4.814 (4.784)] [KD 5.792 (5.697)] 2024-10-12 07:33:20,037 - Train: 25.42% [317950/1251000] [254.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002551] [CE 4.046 (4.705)] [KD 5.187 (5.625)] 2024-10-12 07:33:25,935 - Train: 25.42% [318000/1251000] [254.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002551] [CE 4.990 (4.711)] [KD 5.546 (5.554)] 2024-10-12 07:33:31,865 - Train: 25.42% [318050/1251000] [254.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002551] [CE 4.701 (4.691)] [KD 5.394 (5.526)] 2024-10-12 07:33:37,782 - Train: 25.43% [318100/1251000] [254.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002551] [CE 4.434 (4.682)] [KD 5.196 (5.538)] 2024-10-12 07:33:43,694 - Train: 25.43% [318150/1251000] [254.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002551] [CE 4.929 (4.685)] [KD 5.893 (5.599)] 2024-10-12 07:33:49,671 - Train: 25.44% [318200/1251000] [254.4/1000.0] [batch_t 0.240 (0.119)] [data_t 0.003] [optim_t 0.238] [lr 0.002551] [CE 4.642 (4.655)] [KD 5.602 (5.574)] 2024-10-12 07:33:55,448 - Train: 25.44% [318250/1251000] [254.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002550] [CE 4.666 (4.790)] [KD 5.455 (5.598)] 2024-10-12 07:34:01,474 - Train: 25.44% [318300/1251000] [254.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002550] [CE 5.122 (4.737)] [KD 5.697 (5.567)] 2024-10-12 07:34:07,418 - Train: 25.45% [318350/1251000] [254.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002550] [CE 4.657 (4.742)] [KD 5.833 (5.583)] 2024-10-12 07:34:13,238 - Train: 25.45% [318400/1251000] [254.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002550] [CE 4.698 (4.699)] [KD 5.804 (5.626)] 2024-10-12 07:34:19,160 - Train: 25.46% [318450/1251000] [254.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002550] [CE 4.629 (4.732)] [KD 5.527 (5.598)] 2024-10-12 07:34:25,145 - Train: 25.46% [318500/1251000] [254.6/1000.0] [batch_t 0.228 (0.120)] [data_t 0.002] [optim_t 0.226] [lr 0.002550] [CE 4.948 (4.777)] [KD 5.976 (5.722)] 2024-10-12 07:34:31,309 - Train: 25.46% [318550/1251000] [254.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002550] [CE 4.557 (4.733)] [KD 5.618 (5.616)] 2024-10-12 07:34:37,183 - Train: 25.47% [318600/1251000] [254.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002550] [CE 4.641 (4.740)] [KD 5.716 (5.628)] 2024-10-12 07:34:43,162 - Train: 25.47% [318650/1251000] [254.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002549] [CE 4.793 (4.776)] [KD 5.446 (5.649)] 2024-10-12 07:34:49,034 - Train: 25.48% [318700/1251000] [254.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002549] [CE 4.913 (4.715)] [KD 5.608 (5.575)] 2024-10-12 07:34:55,159 - Train: 25.48% [318750/1251000] [254.8/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002549] [CE 4.651 (4.728)] [KD 5.682 (5.538)] 2024-10-12 07:35:00,991 - Train: 25.48% [318800/1251000] [254.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002549] [CE 4.207 (4.650)] [KD 5.439 (5.552)] 2024-10-12 07:35:06,992 - Train: 25.49% [318850/1251000] [254.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002549] [CE 4.654 (4.688)] [KD 5.544 (5.675)] 2024-10-12 07:35:12,954 - Train: 25.49% [318900/1251000] [254.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002549] [CE 4.700 (4.765)] [KD 5.197 (5.616)] 2024-10-12 07:35:18,983 - Train: 25.50% [318950/1251000] [255.0/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002549] [CE 4.521 (4.703)] [KD 5.349 (5.563)] 2024-10-12 07:35:24,860 - Train: 25.50% [319000/1251000] [255.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002548] [CE 5.189 (4.661)] [KD 6.006 (5.643)] 2024-10-12 07:35:30,232 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 32082] [top5_cnt 42978] [top_all 50000] 2024-10-12 07:35:30,233 - net: 64.164 (85.956) 2024-10-12 07:35:35,197 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35614] [top5_cnt 45048] [top_all 50000] 2024-10-12 07:35:35,198 - net_E: 71.228 (90.096) 2024-10-12 07:35:35,342 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:35:35,343 - ==> Total time: 10:57:48 Eta: 1 day, 8:01:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:35:43,540 - Train: 25.50% [319050/1251000] [255.0/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002548] [CE 4.761 (4.705)] [KD 5.494 (5.504)] 2024-10-12 07:35:49,431 - Train: 25.51% [319100/1251000] [255.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002548] [CE 4.919 (4.662)] [KD 5.644 (5.573)] 2024-10-12 07:35:55,348 - Train: 25.51% [319150/1251000] [255.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002548] [CE 4.562 (4.680)] [KD 5.305 (5.500)] 2024-10-12 07:36:01,267 - Train: 25.52% [319200/1251000] [255.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002548] [CE 4.959 (4.704)] [KD 5.591 (5.640)] 2024-10-12 07:36:07,110 - Train: 25.52% [319250/1251000] [255.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002548] [CE 4.544 (4.720)] [KD 5.505 (5.608)] 2024-10-12 07:36:13,172 - Train: 25.52% [319300/1251000] [255.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002548] [CE 5.052 (4.695)] [KD 5.690 (5.609)] 2024-10-12 07:36:19,330 - Train: 25.53% [319350/1251000] [255.3/1000.0] [batch_t 0.121 (0.123)] [data_t 0.002] [optim_t 0.119] [lr 0.002548] [CE 4.478 (4.677)] [KD 5.429 (5.557)] 2024-10-12 07:36:25,687 - Train: 25.53% [319400/1251000] [255.3/1000.0] [batch_t 0.120 (0.127)] [data_t 0.003] [optim_t 0.117] [lr 0.002547] [CE 4.606 (4.709)] [KD 5.431 (5.574)] 2024-10-12 07:36:31,688 - Train: 25.54% [319450/1251000] [255.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002547] [CE 4.794 (4.696)] [KD 5.610 (5.601)] 2024-10-12 07:36:37,687 - Train: 25.54% [319500/1251000] [255.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002547] [CE 4.203 (4.691)] [KD 5.355 (5.641)] 2024-10-12 07:36:43,596 - Train: 25.54% [319550/1251000] [255.4/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002547] [CE 5.130 (4.735)] [KD 5.694 (5.561)] 2024-10-12 07:36:49,565 - Train: 25.55% [319600/1251000] [255.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002547] [CE 4.799 (4.643)] [KD 5.388 (5.537)] 2024-10-12 07:36:55,483 - Train: 25.55% [319650/1251000] [255.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002547] [CE 4.964 (4.759)] [KD 5.743 (5.507)] 2024-10-12 07:37:01,541 - Train: 25.56% [319700/1251000] [255.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002547] [CE 4.840 (4.692)] [KD 5.472 (5.495)] 2024-10-12 07:37:07,452 - Train: 25.56% [319750/1251000] [255.6/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002546] [CE 4.913 (4.723)] [KD 5.911 (5.556)] 2024-10-12 07:37:13,622 - Train: 25.56% [319800/1251000] [255.6/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002546] [CE 4.565 (4.626)] [KD 5.620 (5.548)] 2024-10-12 07:37:19,654 - Train: 25.57% [319850/1251000] [255.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002546] [CE 3.968 (4.712)] [KD 5.302 (5.659)] 2024-10-12 07:37:25,735 - Train: 25.57% [319900/1251000] [255.7/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002546] [CE 4.244 (4.733)] [KD 5.260 (5.635)] 2024-10-12 07:37:31,882 - Train: 25.58% [319950/1251000] [255.8/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002546] [CE 5.059 (4.665)] [KD 6.091 (5.512)] 2024-10-12 07:37:37,899 - Train: 25.58% [320000/1251000] [255.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002546] [CE 4.127 (4.735)] [KD 5.226 (5.605)] 2024-10-12 07:37:43,928 - Train: 25.58% [320050/1251000] [255.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002546] [CE 4.791 (4.703)] [KD 5.715 (5.623)] 2024-10-12 07:37:49,874 - Train: 25.59% [320100/1251000] [255.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002545] [CE 4.858 (4.709)] [KD 5.547 (5.515)] 2024-10-12 07:37:55,862 - Train: 25.59% [320150/1251000] [255.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002545] [CE 4.280 (4.674)] [KD 5.501 (5.550)] 2024-10-12 07:38:01,987 - Train: 25.60% [320200/1251000] [256.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002545] [CE 4.941 (4.660)] [KD 5.733 (5.573)] 2024-10-12 07:38:08,193 - Train: 25.60% [320250/1251000] [256.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002545] [CE 4.576 (4.742)] [KD 5.771 (5.651)] 2024-10-12 07:38:13,910 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.096)] [top1_cnt 31685] [top5_cnt 42731] [top_all 50000] 2024-10-12 07:38:13,910 - net: 63.370 (85.462) 2024-10-12 07:38:18,897 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35577] [top5_cnt 45085] [top_all 50000] 2024-10-12 07:38:18,897 - net_E: 71.154 (90.170) 2024-10-12 07:38:19,022 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:38:19,023 - ==> Total time: 11:00:31 Eta: 1 day, 7:59:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:38:25,724 - Train: 25.60% [320300/1251000] [256.0/1000.0] [batch_t 0.116 (0.129)] [data_t 0.002] [optim_t 0.114] [lr 0.002545] [CE 4.612 (4.731)] [KD 5.410 (5.554)] 2024-10-12 07:38:31,642 - Train: 25.61% [320350/1251000] [256.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002545] [CE 4.285 (4.691)] [KD 5.558 (5.528)] 2024-10-12 07:38:37,499 - Train: 25.61% [320400/1251000] [256.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002545] [CE 4.741 (4.643)] [KD 5.644 (5.412)] 2024-10-12 07:38:43,196 - Train: 25.62% [320450/1251000] [256.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002545] [CE 4.860 (4.749)] [KD 5.645 (5.585)] 2024-10-12 07:38:48,904 - Train: 25.62% [320500/1251000] [256.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002544] [CE 4.929 (4.615)] [KD 5.515 (5.465)] 2024-10-12 07:38:55,062 - Train: 25.62% [320550/1251000] [256.2/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002544] [CE 4.908 (4.705)] [KD 5.617 (5.542)] 2024-10-12 07:39:00,969 - Train: 25.63% [320600/1251000] [256.3/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002544] [CE 4.765 (4.731)] [KD 5.702 (5.555)] 2024-10-12 07:39:07,136 - Train: 25.63% [320650/1251000] [256.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002544] [CE 4.706 (4.663)] [KD 5.373 (5.575)] 2024-10-12 07:39:13,000 - Train: 25.64% [320700/1251000] [256.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002544] [CE 4.826 (4.660)] [KD 5.692 (5.566)] 2024-10-12 07:39:18,725 - Train: 25.64% [320750/1251000] [256.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002544] [CE 4.670 (4.799)] [KD 5.575 (5.672)] 2024-10-12 07:39:24,564 - Train: 25.64% [320800/1251000] [256.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002544] [CE 4.741 (4.676)] [KD 5.173 (5.549)] 2024-10-12 07:39:30,526 - Train: 25.65% [320850/1251000] [256.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002543] [CE 4.394 (4.703)] [KD 5.551 (5.641)] 2024-10-12 07:39:36,375 - Train: 25.65% [320900/1251000] [256.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002543] [CE 4.552 (4.689)] [KD 5.594 (5.560)] 2024-10-12 07:39:42,347 - Train: 25.66% [320950/1251000] [256.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002543] [CE 5.007 (4.742)] [KD 5.674 (5.601)] 2024-10-12 07:39:48,195 - Train: 25.66% [321000/1251000] [256.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002543] [CE 4.900 (4.734)] [KD 5.573 (5.554)] 2024-10-12 07:39:54,175 - Train: 25.66% [321050/1251000] [256.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002543] [CE 4.993 (4.697)] [KD 5.898 (5.640)] 2024-10-12 07:40:00,174 - Train: 25.67% [321100/1251000] [256.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002543] [CE 4.789 (4.678)] [KD 6.030 (5.605)] 2024-10-12 07:40:06,056 - Train: 25.67% [321150/1251000] [256.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002543] [CE 4.972 (4.734)] [KD 5.516 (5.553)] 2024-10-12 07:40:11,946 - Train: 25.68% [321200/1251000] [256.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002543] [CE 4.205 (4.727)] [KD 5.522 (5.583)] 2024-10-12 07:40:17,694 - Train: 25.68% [321250/1251000] [256.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002542] [CE 4.913 (4.733)] [KD 5.716 (5.624)] 2024-10-12 07:40:23,552 - Train: 25.68% [321300/1251000] [256.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002542] [CE 4.801 (4.650)] [KD 5.530 (5.638)] 2024-10-12 07:40:29,382 - Train: 25.69% [321350/1251000] [256.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002542] [CE 4.566 (4.682)] [KD 5.544 (5.519)] 2024-10-12 07:40:35,641 - Train: 25.69% [321400/1251000] [256.9/1000.0] [batch_t 0.113 (0.125)] [data_t 0.003] [optim_t 0.110] [lr 0.002542] [CE 5.053 (4.705)] [KD 5.730 (5.548)] 2024-10-12 07:40:41,386 - Train: 25.70% [321450/1251000] [257.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002542] [CE 4.510 (4.628)] [KD 5.619 (5.536)] 2024-10-12 07:40:47,598 - Train: 25.70% [321500/1251000] [257.0/1000.0] [batch_t 0.110 (0.124)] [data_t 0.002] [optim_t 0.107] [lr 0.002542] [CE 5.049 (4.720)] [KD 5.616 (5.613)] 2024-10-12 07:40:53,304 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32284] [top5_cnt 43147] [top_all 50000] 2024-10-12 07:40:53,304 - net: 64.568 (86.294) 2024-10-12 07:40:58,263 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35595] [top5_cnt 45071] [top_all 50000] 2024-10-12 07:40:58,264 - net_E: 71.190 (90.142) 2024-10-12 07:40:58,404 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:40:58,404 - ==> Total time: 11:03:11 Eta: 1 day, 7:57:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:41:04,824 - Train: 25.70% [321550/1251000] [257.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002542] [CE 4.748 (4.711)] [KD 5.739 (5.665)] 2024-10-12 07:41:10,646 - Train: 25.71% [321600/1251000] [257.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002541] [CE 4.417 (4.752)] [KD 5.382 (5.599)] 2024-10-12 07:41:16,457 - Train: 25.71% [321650/1251000] [257.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002541] [CE 4.933 (4.686)] [KD 6.132 (5.498)] 2024-10-12 07:41:22,476 - Train: 25.72% [321700/1251000] [257.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002541] [CE 4.513 (4.665)] [KD 5.519 (5.585)] 2024-10-12 07:41:28,517 - Train: 25.72% [321750/1251000] [257.2/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002541] [CE 4.957 (4.762)] [KD 5.908 (5.568)] 2024-10-12 07:41:34,674 - Train: 25.72% [321800/1251000] [257.2/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.002541] [CE 4.567 (4.687)] [KD 5.537 (5.565)] 2024-10-12 07:41:40,413 - Train: 25.73% [321850/1251000] [257.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002541] [CE 4.612 (4.686)] [KD 5.822 (5.655)] 2024-10-12 07:41:46,298 - Train: 25.73% [321900/1251000] [257.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002541] [CE 4.366 (4.724)] [KD 5.753 (5.699)] 2024-10-12 07:41:52,062 - Train: 25.74% [321950/1251000] [257.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002541] [CE 5.094 (4.692)] [KD 5.471 (5.611)] 2024-10-12 07:41:58,040 - Train: 25.74% [322000/1251000] [257.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002540] [CE 5.063 (4.733)] [KD 5.720 (5.583)] 2024-10-12 07:42:04,153 - Train: 25.74% [322050/1251000] [257.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002540] [CE 4.664 (4.702)] [KD 5.640 (5.589)] 2024-10-12 07:42:10,060 - Train: 25.75% [322100/1251000] [257.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002540] [CE 4.395 (4.748)] [KD 5.237 (5.572)] 2024-10-12 07:42:16,008 - Train: 25.75% [322150/1251000] [257.5/1000.0] [batch_t 0.248 (0.119)] [data_t 0.002] [optim_t 0.245] [lr 0.002540] [CE 5.206 (4.754)] [KD 5.872 (5.611)] 2024-10-12 07:42:21,812 - Train: 25.76% [322200/1251000] [257.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002540] [CE 4.550 (4.711)] [KD 5.151 (5.558)] 2024-10-12 07:42:27,522 - Train: 25.76% [322250/1251000] [257.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002540] [CE 5.097 (4.672)] [KD 5.940 (5.549)] 2024-10-12 07:42:33,543 - Train: 25.76% [322300/1251000] [257.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002540] [CE 4.741 (4.764)] [KD 5.690 (5.581)] 2024-10-12 07:42:39,742 - Train: 25.77% [322350/1251000] [257.7/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002539] [CE 4.703 (4.758)] [KD 5.850 (5.550)] 2024-10-12 07:42:45,484 - Train: 25.77% [322400/1251000] [257.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002539] [CE 4.307 (4.639)] [KD 5.467 (5.600)] 2024-10-12 07:42:51,216 - Train: 25.78% [322450/1251000] [257.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002539] [CE 4.896 (4.762)] [KD 5.528 (5.625)] 2024-10-12 07:42:56,933 - Train: 25.78% [322500/1251000] [257.8/1000.0] [batch_t 0.120 (0.114)] [data_t 0.002] [optim_t 0.117] [lr 0.002539] [CE 4.655 (4.730)] [KD 5.491 (5.630)] 2024-10-12 07:43:02,900 - Train: 25.78% [322550/1251000] [257.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002539] [CE 4.949 (4.641)] [KD 5.798 (5.622)] 2024-10-12 07:43:09,091 - Train: 25.79% [322600/1251000] [257.9/1000.0] [batch_t 0.122 (0.124)] [data_t 0.002] [optim_t 0.120] [lr 0.002539] [CE 4.296 (4.719)] [KD 5.608 (5.701)] 2024-10-12 07:43:15,400 - Train: 25.79% [322650/1251000] [257.9/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002539] [CE 4.083 (4.661)] [KD 5.322 (5.560)] 2024-10-12 07:43:21,132 - Train: 25.80% [322700/1251000] [258.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002538] [CE 4.386 (4.786)] [KD 5.980 (5.638)] 2024-10-12 07:43:26,855 - Train: 25.80% [322750/1251000] [258.0/1000.0] [batch_t 0.109 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.002538] [CE 4.890 (4.748)] [KD 5.621 (5.624)] 2024-10-12 07:43:32,667 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 31742] [top5_cnt 42732] [top_all 50000] 2024-10-12 07:43:32,668 - net: 63.484 (85.464) 2024-10-12 07:43:37,702 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 35596] [top5_cnt 45079] [top_all 50000] 2024-10-12 07:43:37,703 - net_E: 71.192 (90.158) 2024-10-12 07:43:37,837 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:43:37,837 - ==> Total time: 11:05:50 Eta: 1 day, 7:54:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:43:44,339 - Train: 25.80% [322800/1251000] [258.0/1000.0] [batch_t 0.118 (0.127)] [data_t 0.002] [optim_t 0.115] [lr 0.002538] [CE 4.895 (4.664)] [KD 5.421 (5.531)] 2024-10-12 07:43:50,084 - Train: 25.81% [322850/1251000] [258.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002538] [CE 5.081 (4.707)] [KD 5.959 (5.515)] 2024-10-12 07:43:56,390 - Train: 25.81% [322900/1251000] [258.1/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.112] [lr 0.002538] [CE 4.786 (4.735)] [KD 5.774 (5.561)] 2024-10-12 07:44:02,115 - Train: 25.82% [322950/1251000] [258.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002538] [CE 4.820 (4.815)] [KD 5.517 (5.612)] 2024-10-12 07:44:08,372 - Train: 25.82% [323000/1251000] [258.2/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002538] [CE 4.135 (4.634)] [KD 5.284 (5.467)] 2024-10-12 07:44:14,147 - Train: 25.82% [323050/1251000] [258.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002538] [CE 4.272 (4.605)] [KD 5.358 (5.489)] 2024-10-12 07:44:20,213 - Train: 25.83% [323100/1251000] [258.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002537] [CE 4.695 (4.718)] [KD 5.743 (5.534)] 2024-10-12 07:44:26,201 - Train: 25.83% [323150/1251000] [258.3/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002537] [CE 4.422 (4.694)] [KD 5.830 (5.587)] 2024-10-12 07:44:32,079 - Train: 25.84% [323200/1251000] [258.4/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002537] [CE 4.856 (4.660)] [KD 5.546 (5.560)] 2024-10-12 07:44:37,816 - Train: 25.84% [323250/1251000] [258.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002537] [CE 4.387 (4.765)] [KD 5.339 (5.501)] 2024-10-12 07:44:43,671 - Train: 25.84% [323300/1251000] [258.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002537] [CE 4.762 (4.695)] [KD 5.587 (5.565)] 2024-10-12 07:44:49,737 - Train: 25.85% [323350/1251000] [258.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002537] [CE 4.507 (4.731)] [KD 5.284 (5.682)] 2024-10-12 07:44:55,732 - Train: 25.85% [323400/1251000] [258.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002537] [CE 5.106 (4.676)] [KD 5.585 (5.649)] 2024-10-12 07:45:01,691 - Train: 25.86% [323450/1251000] [258.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002536] [CE 4.534 (4.649)] [KD 5.498 (5.521)] 2024-10-12 07:45:07,701 - Train: 25.86% [323500/1251000] [258.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002536] [CE 4.443 (4.629)] [KD 5.259 (5.548)] 2024-10-12 07:45:13,409 - Train: 25.86% [323550/1251000] [258.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002536] [CE 5.236 (4.721)] [KD 5.830 (5.633)] 2024-10-12 07:45:19,153 - Train: 25.87% [323600/1251000] [258.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002536] [CE 4.906 (4.764)] [KD 5.728 (5.771)] 2024-10-12 07:45:24,889 - Train: 25.87% [323650/1251000] [258.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002536] [CE 4.887 (4.758)] [KD 5.619 (5.629)] 2024-10-12 07:45:30,807 - Train: 25.88% [323700/1251000] [258.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002536] [CE 3.971 (4.677)] [KD 5.266 (5.584)] 2024-10-12 07:45:36,988 - Train: 25.88% [323750/1251000] [258.8/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002536] [CE 4.512 (4.663)] [KD 5.706 (5.584)] 2024-10-12 07:45:42,879 - Train: 25.88% [323800/1251000] [258.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002536] [CE 4.426 (4.699)] [KD 5.723 (5.656)] 2024-10-12 07:45:49,094 - Train: 25.89% [323850/1251000] [258.9/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002535] [CE 4.827 (4.681)] [KD 5.364 (5.490)] 2024-10-12 07:45:54,933 - Train: 25.89% [323900/1251000] [258.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002535] [CE 4.812 (4.622)] [KD 5.654 (5.440)] 2024-10-12 07:46:00,984 - Train: 25.90% [323950/1251000] [259.0/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002535] [CE 4.635 (4.686)] [KD 5.251 (5.455)] 2024-10-12 07:46:06,966 - Train: 25.90% [324000/1251000] [259.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002535] [CE 4.406 (4.692)] [KD 5.614 (5.561)] 2024-10-12 07:46:12,886 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31990] [top5_cnt 42917] [top_all 50000] 2024-10-12 07:46:12,886 - net: 63.980 (85.834) 2024-10-12 07:46:17,882 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 35627] [top5_cnt 45065] [top_all 50000] 2024-10-12 07:46:17,882 - net_E: 71.254 (90.130) 2024-10-12 07:46:18,005 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:46:18,006 - ==> Total time: 11:08:30 Eta: 1 day, 7:52:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:46:24,305 - Train: 25.90% [324050/1251000] [259.0/1000.0] [batch_t 0.114 (0.130)] [data_t 0.002] [optim_t 0.112] [lr 0.002535] [CE 4.580 (4.646)] [KD 5.044 (5.385)] 2024-10-12 07:46:30,108 - Train: 25.91% [324100/1251000] [259.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002535] [CE 4.855 (4.708)] [KD 5.660 (5.557)] 2024-10-12 07:46:36,265 - Train: 25.91% [324150/1251000] [259.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002535] [CE 4.155 (4.705)] [KD 5.495 (5.542)] 2024-10-12 07:46:42,229 - Train: 25.92% [324200/1251000] [259.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002534] [CE 4.029 (4.720)] [KD 5.217 (5.566)] 2024-10-12 07:46:48,277 - Train: 25.92% [324250/1251000] [259.2/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002534] [CE 4.846 (4.655)] [KD 5.919 (5.485)] 2024-10-12 07:46:54,137 - Train: 25.92% [324300/1251000] [259.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002534] [CE 4.587 (4.690)] [KD 5.319 (5.577)] 2024-10-12 07:47:00,000 - Train: 25.93% [324350/1251000] [259.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002534] [CE 5.072 (4.795)] [KD 5.818 (5.714)] 2024-10-12 07:47:05,758 - Train: 25.93% [324400/1251000] [259.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002534] [CE 4.734 (4.674)] [KD 5.683 (5.568)] 2024-10-12 07:47:11,748 - Train: 25.94% [324450/1251000] [259.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002534] [CE 4.810 (4.728)] [KD 5.438 (5.662)] 2024-10-12 07:47:17,474 - Train: 25.94% [324500/1251000] [259.4/1000.0] [batch_t 0.117 (0.114)] [data_t 0.003] [optim_t 0.115] [lr 0.002534] [CE 4.770 (4.755)] [KD 5.691 (5.544)] 2024-10-12 07:47:23,207 - Train: 25.94% [324550/1251000] [259.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002533] [CE 4.668 (4.735)] [KD 5.342 (5.576)] 2024-10-12 07:47:29,199 - Train: 25.95% [324600/1251000] [259.5/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002533] [CE 4.869 (4.591)] [KD 5.834 (5.517)] 2024-10-12 07:47:35,186 - Train: 25.95% [324650/1251000] [259.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002533] [CE 4.972 (4.689)] [KD 5.966 (5.616)] 2024-10-12 07:47:41,100 - Train: 25.96% [324700/1251000] [259.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002533] [CE 4.736 (4.706)] [KD 5.280 (5.618)] 2024-10-12 07:47:47,043 - Train: 25.96% [324750/1251000] [259.6/1000.0] [batch_t 0.230 (0.119)] [data_t 0.002] [optim_t 0.227] [lr 0.002533] [CE 4.823 (4.705)] [KD 5.660 (5.554)] 2024-10-12 07:47:52,803 - Train: 25.96% [324800/1251000] [259.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002533] [CE 4.615 (4.687)] [KD 5.431 (5.546)] 2024-10-12 07:47:58,537 - Train: 25.97% [324850/1251000] [259.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002533] [CE 3.887 (4.678)] [KD 5.115 (5.529)] 2024-10-12 07:48:04,392 - Train: 25.97% [324900/1251000] [259.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002533] [CE 4.698 (4.695)] [KD 5.523 (5.555)] 2024-10-12 07:48:10,140 - Train: 25.98% [324950/1251000] [259.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002532] [CE 4.899 (4.681)] [KD 5.472 (5.585)] 2024-10-12 07:48:16,178 - Train: 25.98% [325000/1251000] [259.8/1000.0] [batch_t 0.111 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002532] [CE 5.122 (4.724)] [KD 5.841 (5.590)] 2024-10-12 07:48:22,036 - Train: 25.98% [325050/1251000] [259.8/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002532] [CE 4.660 (4.788)] [KD 5.709 (5.605)] 2024-10-12 07:48:28,040 - Train: 25.99% [325100/1251000] [259.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002532] [CE 4.765 (4.671)] [KD 5.710 (5.544)] 2024-10-12 07:48:33,873 - Train: 25.99% [325150/1251000] [259.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002532] [CE 4.591 (4.738)] [KD 5.310 (5.763)] 2024-10-12 07:48:39,754 - Train: 26.00% [325200/1251000] [260.0/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002532] [CE 4.931 (4.665)] [KD 5.660 (5.513)] 2024-10-12 07:48:45,590 - Train: 26.00% [325250/1251000] [260.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002532] [CE 4.479 (4.661)] [KD 5.421 (5.533)] 2024-10-12 07:48:51,570 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 30655] [top5_cnt 41987] [top_all 50000] 2024-10-12 07:48:51,571 - net: 61.310 (83.974) 2024-10-12 07:48:56,512 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35598] [top5_cnt 45084] [top_all 50000] 2024-10-12 07:48:56,512 - net_E: 71.196 (90.168) 2024-10-12 07:48:56,639 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:48:56,639 - ==> Total time: 11:11:09 Eta: 1 day, 7:50:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:49:03,344 - Train: 26.00% [325300/1251000] [260.0/1000.0] [batch_t 0.273 (0.137)] [data_t 0.002] [optim_t 0.271] [lr 0.002531] [CE 4.897 (4.631)] [KD 5.582 (5.542)] 2024-10-12 07:49:09,240 - Train: 26.01% [325350/1251000] [260.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002531] [CE 4.990 (4.711)] [KD 5.588 (5.573)] 2024-10-12 07:49:15,148 - Train: 26.01% [325400/1251000] [260.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.002531] [CE 4.835 (4.684)] [KD 5.681 (5.525)] 2024-10-12 07:49:20,962 - Train: 26.02% [325450/1251000] [260.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002531] [CE 4.927 (4.755)] [KD 5.823 (5.538)] 2024-10-12 07:49:26,972 - Train: 26.02% [325500/1251000] [260.2/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002531] [CE 5.257 (4.751)] [KD 6.115 (5.545)] 2024-10-12 07:49:32,709 - Train: 26.02% [325550/1251000] [260.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002531] [CE 4.559 (4.711)] [KD 5.333 (5.466)] 2024-10-12 07:49:38,592 - Train: 26.03% [325600/1251000] [260.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002531] [CE 4.801 (4.655)] [KD 5.686 (5.539)] 2024-10-12 07:49:44,329 - Train: 26.03% [325650/1251000] [260.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002530] [CE 5.139 (4.616)] [KD 6.147 (5.541)] 2024-10-12 07:49:50,104 - Train: 26.04% [325700/1251000] [260.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002530] [CE 5.131 (4.667)] [KD 5.933 (5.479)] 2024-10-12 07:49:56,342 - Train: 26.04% [325750/1251000] [260.4/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.002530] [CE 4.512 (4.714)] [KD 5.398 (5.557)] 2024-10-12 07:50:02,066 - Train: 26.04% [325800/1251000] [260.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002530] [CE 4.417 (4.652)] [KD 5.409 (5.598)] 2024-10-12 07:50:07,967 - Train: 26.05% [325850/1251000] [260.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002530] [CE 4.875 (4.701)] [KD 5.475 (5.577)] 2024-10-12 07:50:13,694 - Train: 26.05% [325900/1251000] [260.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002530] [CE 4.370 (4.710)] [KD 5.609 (5.637)] 2024-10-12 07:50:19,695 - Train: 26.06% [325950/1251000] [260.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002530] [CE 4.136 (4.737)] [KD 5.329 (5.598)] 2024-10-12 07:50:25,566 - Train: 26.06% [326000/1251000] [260.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002530] [CE 5.137 (4.720)] [KD 6.047 (5.569)] 2024-10-12 07:50:31,469 - Train: 26.06% [326050/1251000] [260.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002529] [CE 4.541 (4.613)] [KD 5.671 (5.475)] 2024-10-12 07:50:37,276 - Train: 26.07% [326100/1251000] [260.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002529] [CE 4.535 (4.713)] [KD 5.444 (5.446)] 2024-10-12 07:50:43,435 - Train: 26.07% [326150/1251000] [260.7/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002529] [CE 5.012 (4.682)] [KD 5.972 (5.606)] 2024-10-12 07:50:49,398 - Train: 26.08% [326200/1251000] [260.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002529] [CE 4.408 (4.739)] [KD 5.723 (5.620)] 2024-10-12 07:50:55,196 - Train: 26.08% [326250/1251000] [260.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002529] [CE 5.066 (4.736)] [KD 5.662 (5.669)] 2024-10-12 07:51:01,062 - Train: 26.08% [326300/1251000] [260.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002529] [CE 4.612 (4.682)] [KD 5.222 (5.573)] 2024-10-12 07:51:07,084 - Train: 26.09% [326350/1251000] [260.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002529] [CE 4.279 (4.728)] [KD 5.555 (5.579)] 2024-10-12 07:51:12,888 - Train: 26.09% [326400/1251000] [260.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002528] [CE 4.546 (4.649)] [KD 5.496 (5.458)] 2024-10-12 07:51:18,966 - Train: 26.10% [326450/1251000] [261.0/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002528] [CE 4.693 (4.688)] [KD 5.556 (5.521)] 2024-10-12 07:51:24,723 - Train: 26.10% [326500/1251000] [261.0/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.002528] [CE 4.601 (4.742)] [KD 5.733 (5.600)] 2024-10-12 07:51:30,934 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 32072] [top5_cnt 43048] [top_all 50000] 2024-10-12 07:51:30,934 - net: 64.144 (86.096) 2024-10-12 07:51:36,059 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.096)] [top1_cnt 35649] [top5_cnt 45084] [top_all 50000] 2024-10-12 07:51:36,059 - net_E: 71.298 (90.168) 2024-10-12 07:51:36,196 - Max [top1: 64.822 (epoch: 220)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:51:36,197 - ==> Total time: 11:13:48 Eta: 1 day, 7:47:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:51:42,574 - Train: 26.10% [326550/1251000] [261.0/1000.0] [batch_t 0.113 (0.138)] [data_t 0.003] [optim_t 0.111] [lr 0.002528] [CE 4.795 (4.634)] [KD 5.748 (5.495)] 2024-10-12 07:51:48,645 - Train: 26.11% [326600/1251000] [261.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002528] [CE 4.681 (4.675)] [KD 5.645 (5.566)] 2024-10-12 07:51:54,427 - Train: 26.11% [326650/1251000] [261.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002528] [CE 4.666 (4.720)] [KD 5.463 (5.556)] 2024-10-12 07:52:00,436 - Train: 26.12% [326700/1251000] [261.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002528] [CE 4.919 (4.728)] [KD 5.472 (5.559)] 2024-10-12 07:52:06,297 - Train: 26.12% [326750/1251000] [261.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002527] [CE 4.383 (4.672)] [KD 5.265 (5.523)] 2024-10-12 07:52:12,178 - Train: 26.12% [326800/1251000] [261.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002527] [CE 5.012 (4.712)] [KD 5.784 (5.593)] 2024-10-12 07:52:18,163 - Train: 26.13% [326850/1251000] [261.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002527] [CE 5.276 (4.713)] [KD 6.068 (5.601)] 2024-10-12 07:52:23,897 - Train: 26.13% [326900/1251000] [261.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002527] [CE 5.201 (4.757)] [KD 5.955 (5.599)] 2024-10-12 07:52:29,741 - Train: 26.14% [326950/1251000] [261.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002527] [CE 5.020 (4.722)] [KD 5.704 (5.582)] 2024-10-12 07:52:35,697 - Train: 26.14% [327000/1251000] [261.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002527] [CE 4.327 (4.734)] [KD 5.636 (5.559)] 2024-10-12 07:52:41,680 - Train: 26.14% [327050/1251000] [261.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002527] [CE 5.463 (4.738)] [KD 5.820 (5.604)] 2024-10-12 07:52:47,465 - Train: 26.15% [327100/1251000] [261.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002527] [CE 5.065 (4.652)] [KD 5.637 (5.494)] 2024-10-12 07:52:53,525 - Train: 26.15% [327150/1251000] [261.5/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002526] [CE 4.534 (4.643)] [KD 5.687 (5.583)] 2024-10-12 07:52:59,240 - Train: 26.16% [327200/1251000] [261.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002526] [CE 4.402 (4.725)] [KD 5.835 (5.651)] 2024-10-12 07:53:05,326 - Train: 26.16% [327250/1251000] [261.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002526] [CE 4.436 (4.685)] [KD 5.689 (5.591)] 2024-10-12 07:53:11,129 - Train: 26.16% [327300/1251000] [261.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002526] [CE 4.656 (4.641)] [KD 5.275 (5.440)] 2024-10-12 07:53:16,963 - Train: 26.17% [327350/1251000] [261.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002526] [CE 4.747 (4.651)] [KD 5.548 (5.629)] 2024-10-12 07:53:22,926 - Train: 26.17% [327400/1251000] [261.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002526] [CE 4.966 (4.728)] [KD 5.641 (5.482)] 2024-10-12 07:53:28,745 - Train: 26.18% [327450/1251000] [261.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002526] [CE 5.000 (4.631)] [KD 6.092 (5.549)] 2024-10-12 07:53:34,451 - Train: 26.18% [327500/1251000] [261.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002525] [CE 4.500 (4.727)] [KD 5.476 (5.674)] 2024-10-12 07:53:40,383 - Train: 26.18% [327550/1251000] [261.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002525] [CE 4.933 (4.671)] [KD 5.812 (5.579)] 2024-10-12 07:53:46,184 - Train: 26.19% [327600/1251000] [261.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002525] [CE 4.990 (4.654)] [KD 5.585 (5.598)] 2024-10-12 07:53:52,260 - Train: 26.19% [327650/1251000] [261.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002525] [CE 4.848 (4.808)] [KD 5.882 (5.631)] 2024-10-12 07:53:58,365 - Train: 26.20% [327700/1251000] [262.0/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002525] [CE 4.408 (4.721)] [KD 5.414 (5.624)] 2024-10-12 07:54:04,335 - Train: 26.20% [327750/1251000] [262.0/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002525] [CE 4.414 (4.676)] [KD 5.103 (5.533)] 2024-10-12 07:54:10,670 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 32714] [top5_cnt 43331] [top_all 50000] 2024-10-12 07:54:10,671 - net: 65.428 (86.662) 2024-10-12 07:54:15,578 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.090)] [top1_cnt 35629] [top5_cnt 45087] [top_all 50000] 2024-10-12 07:54:15,579 - net_E: 71.258 (90.174) 2024-10-12 07:54:15,740 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:54:15,741 - ==> Total time: 11:16:28 Eta: 1 day, 7:45:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:54:23,277 - Train: 26.20% [327800/1251000] [262.0/1000.0] [batch_t 0.120 (0.127)] [data_t 0.002] [optim_t 0.117] [lr 0.002525] [CE 4.787 (4.690)] [KD 5.513 (5.452)] 2024-10-12 07:54:29,533 - Train: 26.21% [327850/1251000] [262.1/1000.0] [batch_t 0.119 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002524] [CE 4.897 (4.576)] [KD 5.631 (5.397)] 2024-10-12 07:54:35,918 - Train: 26.21% [327900/1251000] [262.1/1000.0] [batch_t 0.114 (0.128)] [data_t 0.003] [optim_t 0.112] [lr 0.002524] [CE 4.839 (4.747)] [KD 5.664 (5.502)] 2024-10-12 07:54:41,678 - Train: 26.22% [327950/1251000] [262.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002524] [CE 4.859 (4.633)] [KD 5.393 (5.490)] 2024-10-12 07:54:47,758 - Train: 26.22% [328000/1251000] [262.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002524] [CE 4.671 (4.696)] [KD 5.611 (5.540)] 2024-10-12 07:54:53,673 - Train: 26.22% [328050/1251000] [262.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002524] [CE 5.136 (4.659)] [KD 6.065 (5.534)] 2024-10-12 07:54:59,501 - Train: 26.23% [328100/1251000] [262.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002524] [CE 4.324 (4.655)] [KD 5.528 (5.542)] 2024-10-12 07:55:05,453 - Train: 26.23% [328150/1251000] [262.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002524] [CE 4.670 (4.736)] [KD 5.711 (5.617)] 2024-10-12 07:55:11,380 - Train: 26.24% [328200/1251000] [262.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002524] [CE 4.947 (4.721)] [KD 5.854 (5.593)] 2024-10-12 07:55:17,368 - Train: 26.24% [328250/1251000] [262.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002523] [CE 4.982 (4.720)] [KD 5.717 (5.576)] 2024-10-12 07:55:23,339 - Train: 26.24% [328300/1251000] [262.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002523] [CE 4.977 (4.708)] [KD 5.963 (5.557)] 2024-10-12 07:55:29,091 - Train: 26.25% [328350/1251000] [262.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002523] [CE 4.984 (4.743)] [KD 5.679 (5.607)] 2024-10-12 07:55:35,138 - Train: 26.25% [328400/1251000] [262.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002523] [CE 4.702 (4.724)] [KD 5.550 (5.601)] 2024-10-12 07:55:41,123 - Train: 26.25% [328450/1251000] [262.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002523] [CE 4.916 (4.724)] [KD 5.341 (5.611)] 2024-10-12 07:55:46,931 - Train: 26.26% [328500/1251000] [262.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002523] [CE 4.460 (4.701)] [KD 5.564 (5.561)] 2024-10-12 07:55:53,003 - Train: 26.26% [328550/1251000] [262.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002523] [CE 4.473 (4.688)] [KD 5.439 (5.549)] 2024-10-12 07:55:58,787 - Train: 26.27% [328600/1251000] [262.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002522] [CE 4.897 (4.703)] [KD 5.876 (5.630)] 2024-10-12 07:56:04,631 - Train: 26.27% [328650/1251000] [262.7/1000.0] [batch_t 0.125 (0.117)] [data_t 0.003] [optim_t 0.122] [lr 0.002522] [CE 4.714 (4.672)] [KD 5.678 (5.591)] 2024-10-12 07:56:10,654 - Train: 26.27% [328700/1251000] [262.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002522] [CE 4.984 (4.665)] [KD 5.712 (5.571)] 2024-10-12 07:56:16,769 - Train: 26.28% [328750/1251000] [262.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002522] [CE 4.346 (4.633)] [KD 5.561 (5.576)] 2024-10-12 07:56:22,545 - Train: 26.28% [328800/1251000] [262.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002522] [CE 4.707 (4.659)] [KD 5.458 (5.538)] 2024-10-12 07:56:28,491 - Train: 26.29% [328850/1251000] [262.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002522] [CE 4.826 (4.658)] [KD 5.502 (5.581)] 2024-10-12 07:56:34,226 - Train: 26.29% [328900/1251000] [262.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002522] [CE 4.797 (4.713)] [KD 5.760 (5.589)] 2024-10-12 07:56:40,195 - Train: 26.29% [328950/1251000] [262.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002521] [CE 4.748 (4.718)] [KD 5.667 (5.515)] 2024-10-12 07:56:46,095 - Train: 26.30% [329000/1251000] [263.0/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002521] [CE 4.971 (4.701)] [KD 5.812 (5.593)] 2024-10-12 07:56:52,430 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31475] [top5_cnt 42520] [top_all 50000] 2024-10-12 07:56:52,430 - net: 62.950 (85.040) 2024-10-12 07:56:57,338 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 35651] [top5_cnt 45102] [top_all 50000] 2024-10-12 07:56:57,338 - net_E: 71.302 (90.204) 2024-10-12 07:56:57,483 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:56:57,483 - ==> Total time: 11:19:10 Eta: 1 day, 7:43:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:57:03,608 - Train: 26.30% [329050/1251000] [263.0/1000.0] [batch_t 0.113 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.002521] [CE 5.068 (4.721)] [KD 6.028 (5.557)] 2024-10-12 07:57:09,652 - Train: 26.31% [329100/1251000] [263.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002521] [CE 4.568 (4.711)] [KD 5.265 (5.474)] 2024-10-12 07:57:15,700 - Train: 26.31% [329150/1251000] [263.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002521] [CE 4.336 (4.624)] [KD 5.222 (5.414)] 2024-10-12 07:57:21,594 - Train: 26.31% [329200/1251000] [263.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002521] [CE 4.406 (4.678)] [KD 5.346 (5.505)] 2024-10-12 07:57:27,435 - Train: 26.32% [329250/1251000] [263.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002521] [CE 4.571 (4.700)] [KD 5.580 (5.526)] 2024-10-12 07:57:33,312 - Train: 26.32% [329300/1251000] [263.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002521] [CE 4.589 (4.626)] [KD 5.246 (5.445)] 2024-10-12 07:57:39,195 - Train: 26.33% [329350/1251000] [263.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002520] [CE 4.299 (4.669)] [KD 5.448 (5.508)] 2024-10-12 07:57:45,181 - Train: 26.33% [329400/1251000] [263.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002520] [CE 4.919 (4.579)] [KD 5.531 (5.454)] 2024-10-12 07:57:50,957 - Train: 26.33% [329450/1251000] [263.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002520] [CE 5.165 (4.648)] [KD 5.567 (5.529)] 2024-10-12 07:57:56,878 - Train: 26.34% [329500/1251000] [263.4/1000.0] [batch_t 0.228 (0.118)] [data_t 0.002] [optim_t 0.225] [lr 0.002520] [CE 4.694 (4.646)] [KD 5.422 (5.537)] 2024-10-12 07:58:02,735 - Train: 26.34% [329550/1251000] [263.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002520] [CE 4.433 (4.755)] [KD 5.462 (5.574)] 2024-10-12 07:58:08,659 - Train: 26.35% [329600/1251000] [263.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002520] [CE 4.137 (4.601)] [KD 5.352 (5.475)] 2024-10-12 07:58:14,334 - Train: 26.35% [329650/1251000] [263.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002520] [CE 5.317 (4.729)] [KD 5.791 (5.526)] 2024-10-12 07:58:20,310 - Train: 26.35% [329700/1251000] [263.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002519] [CE 4.944 (4.717)] [KD 5.837 (5.583)] 2024-10-12 07:58:26,136 - Train: 26.36% [329750/1251000] [263.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002519] [CE 4.215 (4.739)] [KD 5.329 (5.673)] 2024-10-12 07:58:32,126 - Train: 26.36% [329800/1251000] [263.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002519] [CE 4.656 (4.707)] [KD 5.377 (5.563)] 2024-10-12 07:58:37,897 - Train: 26.37% [329850/1251000] [263.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002519] [CE 4.940 (4.736)] [KD 5.394 (5.473)] 2024-10-12 07:58:43,636 - Train: 26.37% [329900/1251000] [263.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002519] [CE 4.298 (4.646)] [KD 5.298 (5.493)] 2024-10-12 07:58:49,480 - Train: 26.37% [329950/1251000] [263.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002519] [CE 5.072 (4.666)] [KD 5.810 (5.521)] 2024-10-12 07:58:55,645 - Train: 26.38% [330000/1251000] [263.8/1000.0] [batch_t 0.243 (0.123)] [data_t 0.002] [optim_t 0.241] [lr 0.002519] [CE 4.439 (4.680)] [KD 5.387 (5.500)] 2024-10-12 07:59:01,420 - Train: 26.38% [330050/1251000] [263.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002518] [CE 4.682 (4.720)] [KD 5.566 (5.576)] 2024-10-12 07:59:07,325 - Train: 26.39% [330100/1251000] [263.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002518] [CE 4.876 (4.711)] [KD 5.437 (5.616)] 2024-10-12 07:59:13,222 - Train: 26.39% [330150/1251000] [263.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002518] [CE 4.545 (4.663)] [KD 5.451 (5.600)] 2024-10-12 07:59:19,104 - Train: 26.39% [330200/1251000] [263.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002518] [CE 4.562 (4.704)] [KD 5.407 (5.597)] 2024-10-12 07:59:25,130 - Train: 26.40% [330250/1251000] [264.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002518] [CE 4.361 (4.710)] [KD 5.597 (5.579)] 2024-10-12 07:59:31,547 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31851] [top5_cnt 42785] [top_all 50000] 2024-10-12 07:59:31,547 - net: 63.702 (85.570) 2024-10-12 07:59:36,483 - Test (net_E): 100.00% [50/50] [batch_t 0.062 (0.091)] [top1_cnt 35653] [top5_cnt 45100] [top_all 50000] 2024-10-12 07:59:36,484 - net_E: 71.306 (90.200) 2024-10-12 07:59:36,622 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.330 (epoch: 246)] 2024-10-12 07:59:36,623 - ==> Total time: 11:21:49 Eta: 1 day, 7:40:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 07:59:42,652 - Train: 26.40% [330300/1251000] [264.0/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002518] [CE 4.720 (4.768)] [KD 5.528 (5.535)] 2024-10-12 07:59:48,476 - Train: 26.41% [330350/1251000] [264.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002518] [CE 3.627 (4.606)] [KD 5.043 (5.509)] 2024-10-12 07:59:54,724 - Train: 26.41% [330400/1251000] [264.1/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002517] [CE 4.836 (4.671)] [KD 5.373 (5.483)] 2024-10-12 08:00:00,496 - Train: 26.41% [330450/1251000] [264.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002517] [CE 4.753 (4.645)] [KD 5.879 (5.513)] 2024-10-12 08:00:06,586 - Train: 26.42% [330500/1251000] [264.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002517] [CE 4.121 (4.669)] [KD 5.377 (5.534)] 2024-10-12 08:00:12,639 - Train: 26.42% [330550/1251000] [264.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002517] [CE 4.553 (4.694)] [KD 5.484 (5.523)] 2024-10-12 08:00:18,415 - Train: 26.43% [330600/1251000] [264.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002517] [CE 4.174 (4.679)] [KD 5.200 (5.574)] 2024-10-12 08:00:24,478 - Train: 26.43% [330650/1251000] [264.3/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002517] [CE 4.759 (4.682)] [KD 5.436 (5.550)] 2024-10-12 08:00:30,384 - Train: 26.43% [330700/1251000] [264.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002517] [CE 4.768 (4.658)] [KD 5.424 (5.433)] 2024-10-12 08:00:36,275 - Train: 26.44% [330750/1251000] [264.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002517] [CE 4.577 (4.685)] [KD 5.581 (5.562)] 2024-10-12 08:00:42,151 - Train: 26.44% [330800/1251000] [264.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002516] [CE 5.068 (4.758)] [KD 5.601 (5.560)] 2024-10-12 08:00:48,169 - Train: 26.45% [330850/1251000] [264.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002516] [CE 4.672 (4.741)] [KD 5.414 (5.635)] 2024-10-12 08:00:54,025 - Train: 26.45% [330900/1251000] [264.5/1000.0] [batch_t 0.122 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002516] [CE 4.747 (4.684)] [KD 5.760 (5.552)] 2024-10-12 08:01:00,326 - Train: 26.45% [330950/1251000] [264.5/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002516] [CE 4.764 (4.682)] [KD 5.355 (5.554)] 2024-10-12 08:01:06,182 - Train: 26.46% [331000/1251000] [264.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002516] [CE 4.655 (4.685)] [KD 5.505 (5.544)] 2024-10-12 08:01:12,047 - Train: 26.46% [331050/1251000] [264.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002516] [CE 4.293 (4.666)] [KD 5.230 (5.446)] 2024-10-12 08:01:18,086 - Train: 26.47% [331100/1251000] [264.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002516] [CE 5.207 (4.747)] [KD 5.790 (5.587)] 2024-10-12 08:01:23,978 - Train: 26.47% [331150/1251000] [264.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002515] [CE 4.205 (4.632)] [KD 5.624 (5.499)] 2024-10-12 08:01:29,905 - Train: 26.47% [331200/1251000] [264.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002515] [CE 4.561 (4.665)] [KD 5.872 (5.511)] 2024-10-12 08:01:35,881 - Train: 26.48% [331250/1251000] [264.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002515] [CE 4.856 (4.740)] [KD 5.763 (5.707)] 2024-10-12 08:01:41,707 - Train: 26.48% [331300/1251000] [264.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002515] [CE 4.383 (4.599)] [KD 5.635 (5.464)] 2024-10-12 08:01:47,637 - Train: 26.49% [331350/1251000] [264.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002515] [CE 4.094 (4.666)] [KD 5.207 (5.620)] 2024-10-12 08:01:53,550 - Train: 26.49% [331400/1251000] [264.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002515] [CE 4.839 (4.709)] [KD 5.688 (5.518)] 2024-10-12 08:01:59,337 - Train: 26.49% [331450/1251000] [264.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002515] [CE 5.108 (4.688)] [KD 6.021 (5.602)] 2024-10-12 08:02:05,604 - Train: 26.50% [331500/1251000] [265.0/1000.0] [batch_t 0.126 (0.125)] [data_t 0.010] [optim_t 0.116] [lr 0.002514] [CE 4.614 (4.750)] [KD 5.492 (5.614)] 2024-10-12 08:02:12,272 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32468] [top5_cnt 43295] [top_all 50000] 2024-10-12 08:02:12,273 - net: 64.936 (86.590) 2024-10-12 08:02:17,310 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35672] [top5_cnt 45117] [top_all 50000] 2024-10-12 08:02:17,311 - net_E: 71.344 (90.234) 2024-10-12 08:02:17,454 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.344 (epoch: 265)] 2024-10-12 08:02:17,454 - ==> Total time: 11:24:30 Eta: 1 day, 7:38:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:02:24,993 - Train: 26.50% [331550/1251000] [265.0/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002514] [CE 4.499 (4.676)] [KD 5.350 (5.473)] 2024-10-12 08:02:31,090 - Train: 26.51% [331600/1251000] [265.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002514] [CE 4.624 (4.668)] [KD 5.219 (5.554)] 2024-10-12 08:02:36,863 - Train: 26.51% [331650/1251000] [265.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002514] [CE 4.999 (4.683)] [KD 5.691 (5.480)] 2024-10-12 08:02:42,777 - Train: 26.51% [331700/1251000] [265.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002514] [CE 5.198 (4.599)] [KD 6.016 (5.431)] 2024-10-12 08:02:48,703 - Train: 26.52% [331750/1251000] [265.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002514] [CE 5.162 (4.714)] [KD 6.035 (5.623)] 2024-10-12 08:02:54,664 - Train: 26.52% [331800/1251000] [265.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002514] [CE 4.628 (4.690)] [KD 5.387 (5.640)] 2024-10-12 08:03:00,578 - Train: 26.53% [331850/1251000] [265.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002514] [CE 4.414 (4.646)] [KD 5.558 (5.447)] 2024-10-12 08:03:06,762 - Train: 26.53% [331900/1251000] [265.3/1000.0] [batch_t 0.284 (0.124)] [data_t 0.003] [optim_t 0.281] [lr 0.002513] [CE 4.382 (4.601)] [KD 5.032 (5.571)] 2024-10-12 08:03:12,842 - Train: 26.53% [331950/1251000] [265.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002513] [CE 4.801 (4.711)] [KD 5.675 (5.507)] 2024-10-12 08:03:18,738 - Train: 26.54% [332000/1251000] [265.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002513] [CE 4.805 (4.627)] [KD 5.684 (5.493)] 2024-10-12 08:03:24,770 - Train: 26.54% [332050/1251000] [265.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002513] [CE 4.845 (4.717)] [KD 5.665 (5.621)] 2024-10-12 08:03:30,551 - Train: 26.55% [332100/1251000] [265.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002513] [CE 4.352 (4.680)] [KD 5.392 (5.612)] 2024-10-12 08:03:36,503 - Train: 26.55% [332150/1251000] [265.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002513] [CE 4.408 (4.670)] [KD 5.625 (5.531)] 2024-10-12 08:03:42,304 - Train: 26.55% [332200/1251000] [265.5/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002513] [CE 4.788 (4.702)] [KD 5.928 (5.662)] 2024-10-12 08:03:48,188 - Train: 26.56% [332250/1251000] [265.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002512] [CE 4.859 (4.658)] [KD 5.502 (5.591)] 2024-10-12 08:03:54,017 - Train: 26.56% [332300/1251000] [265.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002512] [CE 4.780 (4.772)] [KD 5.733 (5.683)] 2024-10-12 08:04:00,340 - Train: 26.57% [332350/1251000] [265.7/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.111] [lr 0.002512] [CE 4.624 (4.701)] [KD 5.873 (5.598)] 2024-10-12 08:04:06,327 - Train: 26.57% [332400/1251000] [265.7/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002512] [CE 4.591 (4.674)] [KD 5.547 (5.541)] 2024-10-12 08:04:12,481 - Train: 26.57% [332450/1251000] [265.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002512] [CE 4.065 (4.662)] [KD 5.256 (5.509)] 2024-10-12 08:04:18,335 - Train: 26.58% [332500/1251000] [265.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002512] [CE 5.054 (4.780)] [KD 5.787 (5.603)] 2024-10-12 08:04:24,310 - Train: 26.58% [332550/1251000] [265.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002512] [CE 4.535 (4.736)] [KD 5.256 (5.504)] 2024-10-12 08:04:30,341 - Train: 26.59% [332600/1251000] [265.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002511] [CE 4.348 (4.694)] [KD 5.350 (5.482)] 2024-10-12 08:04:36,207 - Train: 26.59% [332650/1251000] [265.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002511] [CE 4.422 (4.693)] [KD 5.199 (5.445)] 2024-10-12 08:04:42,093 - Train: 26.59% [332700/1251000] [265.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002511] [CE 4.830 (4.678)] [KD 5.293 (5.565)] 2024-10-12 08:04:48,053 - Train: 26.60% [332750/1251000] [266.0/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.002511] [CE 4.648 (4.784)] [KD 5.670 (5.569)] 2024-10-12 08:04:54,893 - Test (net): 100.00% [50/50] [batch_t 0.065 (0.095)] [top1_cnt 32288] [top5_cnt 43038] [top_all 50000] 2024-10-12 08:04:54,894 - net: 64.576 (86.076) 2024-10-12 08:04:59,928 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35715] [top5_cnt 45136] [top_all 50000] 2024-10-12 08:04:59,928 - net_E: 71.430 (90.272) 2024-10-12 08:05:00,075 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.430 (epoch: 266)] 2024-10-12 08:05:00,075 - ==> Total time: 11:27:12 Eta: 1 day, 7:36:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:05:10,628 - Train: 26.60% [332800/1251000] [266.0/1000.0] [batch_t 0.115 (0.131)] [data_t 0.003] [optim_t 0.112] [lr 0.002511] [CE 4.348 (4.652)] [KD 5.254 (5.447)] 2024-10-12 08:05:16,622 - Train: 26.61% [332850/1251000] [266.1/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002511] [CE 4.677 (4.712)] [KD 5.540 (5.513)] 2024-10-12 08:05:22,447 - Train: 26.61% [332900/1251000] [266.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002511] [CE 4.803 (4.768)] [KD 5.810 (5.541)] 2024-10-12 08:05:28,313 - Train: 26.61% [332950/1251000] [266.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002510] [CE 4.324 (4.693)] [KD 5.621 (5.521)] 2024-10-12 08:05:34,180 - Train: 26.62% [333000/1251000] [266.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002510] [CE 4.324 (4.715)] [KD 5.325 (5.664)] 2024-10-12 08:05:40,112 - Train: 26.62% [333050/1251000] [266.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002510] [CE 4.430 (4.633)] [KD 5.773 (5.536)] 2024-10-12 08:05:45,969 - Train: 26.63% [333100/1251000] [266.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002510] [CE 4.681 (4.665)] [KD 5.739 (5.594)] 2024-10-12 08:05:51,864 - Train: 26.63% [333150/1251000] [266.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002510] [CE 4.952 (4.719)] [KD 5.707 (5.639)] 2024-10-12 08:05:57,736 - Train: 26.63% [333200/1251000] [266.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002510] [CE 4.367 (4.717)] [KD 5.674 (5.626)] 2024-10-12 08:06:03,775 - Train: 26.64% [333250/1251000] [266.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002510] [CE 4.453 (4.714)] [KD 5.479 (5.538)] 2024-10-12 08:06:09,632 - Train: 26.64% [333300/1251000] [266.4/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002509] [CE 4.700 (4.697)] [KD 5.561 (5.465)] 2024-10-12 08:06:15,373 - Train: 26.65% [333350/1251000] [266.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002509] [CE 4.173 (4.638)] [KD 4.999 (5.461)] 2024-10-12 08:06:21,324 - Train: 26.65% [333400/1251000] [266.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002509] [CE 4.664 (4.633)] [KD 5.625 (5.641)] 2024-10-12 08:06:27,198 - Train: 26.65% [333450/1251000] [266.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002509] [CE 4.197 (4.701)] [KD 5.164 (5.562)] 2024-10-12 08:06:32,904 - Train: 26.66% [333500/1251000] [266.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002509] [CE 4.121 (4.628)] [KD 5.452 (5.568)] 2024-10-12 08:06:38,857 - Train: 26.66% [333550/1251000] [266.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002509] [CE 4.643 (4.670)] [KD 5.770 (5.606)] 2024-10-12 08:06:44,684 - Train: 26.67% [333600/1251000] [266.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002509] [CE 4.569 (4.692)] [KD 5.860 (5.621)] 2024-10-12 08:06:50,735 - Train: 26.67% [333650/1251000] [266.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002509] [CE 5.008 (4.753)] [KD 5.698 (5.598)] 2024-10-12 08:06:56,543 - Train: 26.67% [333700/1251000] [266.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002508] [CE 4.593 (4.669)] [KD 5.036 (5.456)] 2024-10-12 08:07:02,296 - Train: 26.68% [333750/1251000] [266.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002508] [CE 4.918 (4.719)] [KD 5.652 (5.569)] 2024-10-12 08:07:08,176 - Train: 26.68% [333800/1251000] [266.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002508] [CE 5.054 (4.727)] [KD 5.859 (5.555)] 2024-10-12 08:07:14,116 - Train: 26.69% [333850/1251000] [266.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002508] [CE 4.590 (4.731)] [KD 5.330 (5.584)] 2024-10-12 08:07:19,960 - Train: 26.69% [333900/1251000] [266.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002508] [CE 4.826 (4.710)] [KD 5.700 (5.595)] 2024-10-12 08:07:25,746 - Train: 26.69% [333950/1251000] [266.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002508] [CE 4.943 (4.702)] [KD 5.371 (5.520)] 2024-10-12 08:07:31,570 - Train: 26.70% [334000/1251000] [267.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002508] [CE 4.305 (4.672)] [KD 5.630 (5.544)] 2024-10-12 08:07:38,293 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.093)] [top1_cnt 32454] [top5_cnt 43137] [top_all 50000] 2024-10-12 08:07:38,293 - net: 64.908 (86.274) 2024-10-12 08:07:43,219 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35755] [top5_cnt 45126] [top_all 50000] 2024-10-12 08:07:43,219 - net_E: 71.510 (90.252) 2024-10-12 08:07:43,347 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.510 (epoch: 267)] 2024-10-12 08:07:43,347 - ==> Total time: 11:29:56 Eta: 1 day, 7:34:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:07:50,363 - Train: 26.70% [334050/1251000] [267.0/1000.0] [batch_t 0.117 (0.132)] [data_t 0.003] [optim_t 0.115] [lr 0.002507] [CE 4.171 (4.685)] [KD 5.138 (5.466)] 2024-10-12 08:07:56,227 - Train: 26.71% [334100/1251000] [267.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002507] [CE 4.817 (4.767)] [KD 5.601 (5.576)] 2024-10-12 08:08:01,898 - Train: 26.71% [334150/1251000] [267.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002507] [CE 5.000 (4.713)] [KD 5.778 (5.549)] 2024-10-12 08:08:08,009 - Train: 26.71% [334200/1251000] [267.1/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002507] [CE 4.591 (4.717)] [KD 5.567 (5.529)] 2024-10-12 08:08:13,733 - Train: 26.72% [334250/1251000] [267.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002507] [CE 4.379 (4.690)] [KD 5.269 (5.483)] 2024-10-12 08:08:19,400 - Train: 26.72% [334300/1251000] [267.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.002507] [CE 4.176 (4.738)] [KD 5.307 (5.483)] 2024-10-12 08:08:25,190 - Train: 26.73% [334350/1251000] [267.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002507] [CE 4.748 (4.632)] [KD 5.823 (5.454)] 2024-10-12 08:08:30,876 - Train: 26.73% [334400/1251000] [267.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002506] [CE 4.791 (4.699)] [KD 5.303 (5.549)] 2024-10-12 08:08:36,692 - Train: 26.73% [334450/1251000] [267.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002506] [CE 4.716 (4.677)] [KD 5.564 (5.463)] 2024-10-12 08:08:42,816 - Train: 26.74% [334500/1251000] [267.4/1000.0] [batch_t 0.111 (0.122)] [data_t 0.003] [optim_t 0.109] [lr 0.002506] [CE 4.527 (4.687)] [KD 5.442 (5.558)] 2024-10-12 08:08:48,533 - Train: 26.74% [334550/1251000] [267.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002506] [CE 5.119 (4.737)] [KD 5.834 (5.553)] 2024-10-12 08:08:54,387 - Train: 26.75% [334600/1251000] [267.5/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002506] [CE 4.685 (4.693)] [KD 5.887 (5.523)] 2024-10-12 08:09:00,260 - Train: 26.75% [334650/1251000] [267.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002506] [CE 4.882 (4.652)] [KD 5.533 (5.449)] 2024-10-12 08:09:06,024 - Train: 26.75% [334700/1251000] [267.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002506] [CE 4.735 (4.600)] [KD 5.375 (5.460)] 2024-10-12 08:09:11,697 - Train: 26.76% [334750/1251000] [267.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002505] [CE 4.957 (4.749)] [KD 5.576 (5.551)] 2024-10-12 08:09:17,634 - Train: 26.76% [334800/1251000] [267.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002505] [CE 5.120 (4.735)] [KD 5.848 (5.622)] 2024-10-12 08:09:23,378 - Train: 26.77% [334850/1251000] [267.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002505] [CE 5.064 (4.683)] [KD 5.434 (5.462)] 2024-10-12 08:09:29,382 - Train: 26.77% [334900/1251000] [267.7/1000.0] [batch_t 0.237 (0.120)] [data_t 0.002] [optim_t 0.235] [lr 0.002505] [CE 4.922 (4.678)] [KD 5.703 (5.402)] 2024-10-12 08:09:35,075 - Train: 26.77% [334950/1251000] [267.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002505] [CE 4.537 (4.714)] [KD 5.452 (5.540)] 2024-10-12 08:09:40,755 - Train: 26.78% [335000/1251000] [267.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002505] [CE 4.727 (4.661)] [KD 5.461 (5.449)] 2024-10-12 08:09:46,720 - Train: 26.78% [335050/1251000] [267.8/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002505] [CE 4.858 (4.640)] [KD 5.316 (5.481)] 2024-10-12 08:09:52,386 - Train: 26.79% [335100/1251000] [267.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002504] [CE 4.605 (4.739)] [KD 5.372 (5.531)] 2024-10-12 08:09:58,087 - Train: 26.79% [335150/1251000] [267.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002504] [CE 4.549 (4.702)] [KD 5.304 (5.523)] 2024-10-12 08:10:03,925 - Train: 26.79% [335200/1251000] [267.9/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002504] [CE 4.606 (4.699)] [KD 5.479 (5.587)] 2024-10-12 08:10:09,665 - Train: 26.80% [335250/1251000] [268.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002504] [CE 4.396 (4.661)] [KD 5.594 (5.571)] 2024-10-12 08:10:16,629 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32167] [top5_cnt 43012] [top_all 50000] 2024-10-12 08:10:16,630 - net: 64.334 (86.024) 2024-10-12 08:10:21,680 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35722] [top5_cnt 45129] [top_all 50000] 2024-10-12 08:10:21,681 - net_E: 71.444 (90.258) 2024-10-12 08:10:21,827 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.510 (epoch: 267)] 2024-10-12 08:10:21,828 - ==> Total time: 11:32:34 Eta: 1 day, 7:31:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:10:27,451 - Train: 26.80% [335300/1251000] [268.0/1000.0] [batch_t 0.113 (0.140)] [data_t 0.003] [optim_t 0.110] [lr 0.002504] [CE 5.371 (4.732)] [KD 6.213 (5.559)] 2024-10-12 08:10:33,249 - Train: 26.81% [335350/1251000] [268.1/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002504] [CE 4.720 (4.698)] [KD 5.135 (5.535)] 2024-10-12 08:10:39,342 - Train: 26.81% [335400/1251000] [268.1/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002504] [CE 4.876 (4.745)] [KD 5.491 (5.553)] 2024-10-12 08:10:45,205 - Train: 26.81% [335450/1251000] [268.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002504] [CE 4.792 (4.723)] [KD 5.516 (5.538)] 2024-10-12 08:10:51,031 - Train: 26.82% [335500/1251000] [268.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002503] [CE 4.843 (4.713)] [KD 5.529 (5.566)] 2024-10-12 08:10:56,729 - Train: 26.82% [335550/1251000] [268.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.002503] [CE 4.180 (4.655)] [KD 5.351 (5.516)] 2024-10-12 08:11:02,612 - Train: 26.83% [335600/1251000] [268.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002503] [CE 4.396 (4.703)] [KD 5.330 (5.596)] 2024-10-12 08:11:08,456 - Train: 26.83% [335650/1251000] [268.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002503] [CE 4.753 (4.621)] [KD 5.495 (5.498)] 2024-10-12 08:11:14,599 - Train: 26.83% [335700/1251000] [268.3/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002503] [CE 4.945 (4.614)] [KD 5.623 (5.556)] 2024-10-12 08:11:20,432 - Train: 26.84% [335750/1251000] [268.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002503] [CE 4.191 (4.653)] [KD 5.483 (5.570)] 2024-10-12 08:11:26,241 - Train: 26.84% [335800/1251000] [268.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002503] [CE 5.085 (4.739)] [KD 5.808 (5.471)] 2024-10-12 08:11:32,093 - Train: 26.85% [335850/1251000] [268.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002502] [CE 4.673 (4.682)] [KD 5.372 (5.531)] 2024-10-12 08:11:37,810 - Train: 26.85% [335900/1251000] [268.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002502] [CE 5.100 (4.618)] [KD 5.644 (5.510)] 2024-10-12 08:11:43,743 - Train: 26.85% [335950/1251000] [268.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002502] [CE 4.595 (4.741)] [KD 5.348 (5.663)] 2024-10-12 08:11:49,548 - Train: 26.86% [336000/1251000] [268.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002502] [CE 4.661 (4.688)] [KD 5.408 (5.559)] 2024-10-12 08:11:55,374 - Train: 26.86% [336050/1251000] [268.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002502] [CE 4.858 (4.695)] [KD 5.314 (5.579)] 2024-10-12 08:12:01,116 - Train: 26.87% [336100/1251000] [268.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002502] [CE 4.815 (4.610)] [KD 5.683 (5.516)] 2024-10-12 08:12:07,102 - Train: 26.87% [336150/1251000] [268.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002502] [CE 4.800 (4.625)] [KD 5.298 (5.521)] 2024-10-12 08:12:12,929 - Train: 26.87% [336200/1251000] [268.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002501] [CE 4.270 (4.712)] [KD 5.865 (5.569)] 2024-10-12 08:12:18,788 - Train: 26.88% [336250/1251000] [268.8/1000.0] [batch_t 0.231 (0.117)] [data_t 0.003] [optim_t 0.228] [lr 0.002501] [CE 4.232 (4.717)] [KD 5.168 (5.586)] 2024-10-12 08:12:24,762 - Train: 26.88% [336300/1251000] [268.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002501] [CE 4.678 (4.733)] [KD 5.524 (5.556)] 2024-10-12 08:12:30,615 - Train: 26.89% [336350/1251000] [268.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002501] [CE 4.470 (4.704)] [KD 5.741 (5.601)] 2024-10-12 08:12:36,467 - Train: 26.89% [336400/1251000] [268.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002501] [CE 4.711 (4.667)] [KD 5.569 (5.540)] 2024-10-12 08:12:42,208 - Train: 26.89% [336450/1251000] [268.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002501] [CE 5.081 (4.731)] [KD 5.903 (5.616)] 2024-10-12 08:12:47,949 - Train: 26.90% [336500/1251000] [269.0/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002501] [CE 4.208 (4.663)] [KD 5.381 (5.530)] 2024-10-12 08:12:55,041 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 31184] [top5_cnt 42270] [top_all 50000] 2024-10-12 08:12:55,041 - net: 62.368 (84.540) 2024-10-12 08:13:00,020 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35771] [top5_cnt 45118] [top_all 50000] 2024-10-12 08:13:00,020 - net_E: 71.542 (90.236) 2024-10-12 08:13:00,152 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.542 (epoch: 269)] 2024-10-12 08:13:00,153 - ==> Total time: 11:35:12 Eta: 1 day, 7:29:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:13:10,754 - Train: 26.90% [336550/1251000] [269.0/1000.0] [batch_t 0.116 (0.129)] [data_t 0.003] [optim_t 0.113] [lr 0.002500] [CE 4.861 (4.717)] [KD 5.583 (5.583)] 2024-10-12 08:13:17,018 - Train: 26.91% [336600/1251000] [269.1/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002500] [CE 5.044 (4.737)] [KD 5.649 (5.566)] 2024-10-12 08:13:22,920 - Train: 26.91% [336650/1251000] [269.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002500] [CE 4.799 (4.624)] [KD 5.586 (5.471)] 2024-10-12 08:13:28,761 - Train: 26.91% [336700/1251000] [269.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002500] [CE 4.694 (4.638)] [KD 5.402 (5.413)] 2024-10-12 08:13:34,711 - Train: 26.92% [336750/1251000] [269.2/1000.0] [batch_t 0.253 (0.119)] [data_t 0.003] [optim_t 0.250] [lr 0.002500] [CE 4.383 (4.687)] [KD 5.567 (5.578)] 2024-10-12 08:13:40,484 - Train: 26.92% [336800/1251000] [269.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002500] [CE 4.508 (4.701)] [KD 5.318 (5.511)] 2024-10-12 08:13:46,221 - Train: 26.93% [336850/1251000] [269.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002500] [CE 5.084 (4.695)] [KD 5.258 (5.508)] 2024-10-12 08:13:52,111 - Train: 26.93% [336900/1251000] [269.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002499] [CE 4.550 (4.697)] [KD 5.484 (5.527)] 2024-10-12 08:13:58,124 - Train: 26.93% [336950/1251000] [269.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002499] [CE 4.484 (4.704)] [KD 5.483 (5.615)] 2024-10-12 08:14:04,212 - Train: 26.94% [337000/1251000] [269.4/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.002499] [CE 5.132 (4.733)] [KD 5.408 (5.551)] 2024-10-12 08:14:10,060 - Train: 26.94% [337050/1251000] [269.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002499] [CE 4.908 (4.740)] [KD 5.512 (5.596)] 2024-10-12 08:14:15,825 - Train: 26.95% [337100/1251000] [269.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002499] [CE 4.443 (4.701)] [KD 5.483 (5.503)] 2024-10-12 08:14:21,506 - Train: 26.95% [337150/1251000] [269.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002499] [CE 4.865 (4.675)] [KD 5.739 (5.545)] 2024-10-12 08:14:27,566 - Train: 26.95% [337200/1251000] [269.5/1000.0] [batch_t 0.214 (0.121)] [data_t 0.002] [optim_t 0.212] [lr 0.002499] [CE 5.141 (4.625)] [KD 5.822 (5.481)] 2024-10-12 08:14:33,256 - Train: 26.96% [337250/1251000] [269.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002499] [CE 4.678 (4.717)] [KD 5.684 (5.591)] 2024-10-12 08:14:39,108 - Train: 26.96% [337300/1251000] [269.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002498] [CE 4.651 (4.683)] [KD 5.607 (5.550)] 2024-10-12 08:14:44,994 - Train: 26.97% [337350/1251000] [269.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002498] [CE 4.326 (4.610)] [KD 5.441 (5.514)] 2024-10-12 08:14:50,901 - Train: 26.97% [337400/1251000] [269.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002498] [CE 4.530 (4.637)] [KD 5.386 (5.619)] 2024-10-12 08:14:57,065 - Train: 26.97% [337450/1251000] [269.7/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002498] [CE 4.920 (4.683)] [KD 5.538 (5.567)] 2024-10-12 08:15:02,938 - Train: 26.98% [337500/1251000] [269.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002498] [CE 4.397 (4.707)] [KD 5.487 (5.489)] 2024-10-12 08:15:08,934 - Train: 26.98% [337550/1251000] [269.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002498] [CE 4.737 (4.682)] [KD 5.571 (5.547)] 2024-10-12 08:15:14,690 - Train: 26.99% [337600/1251000] [269.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002498] [CE 4.802 (4.711)] [KD 5.693 (5.560)] 2024-10-12 08:15:20,417 - Train: 26.99% [337650/1251000] [269.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002497] [CE 4.473 (4.715)] [KD 4.995 (5.496)] 2024-10-12 08:15:26,176 - Train: 26.99% [337700/1251000] [269.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002497] [CE 4.628 (4.726)] [KD 5.588 (5.500)] 2024-10-12 08:15:31,993 - Train: 27.00% [337750/1251000] [270.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002497] [CE 4.937 (4.706)] [KD 5.484 (5.469)] 2024-10-12 08:15:39,359 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 32436] [top5_cnt 43251] [top_all 50000] 2024-10-12 08:15:39,359 - net: 64.872 (86.502) 2024-10-12 08:15:44,335 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35779] [top5_cnt 45135] [top_all 50000] 2024-10-12 08:15:44,336 - net_E: 71.558 (90.270) 2024-10-12 08:15:44,462 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.558 (epoch: 270)] 2024-10-12 08:15:44,463 - ==> Total time: 11:37:57 Eta: 1 day, 7:27:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:15:51,754 - Train: 27.00% [337800/1251000] [270.0/1000.0] [batch_t 0.123 (0.128)] [data_t 0.003] [optim_t 0.120] [lr 0.002497] [CE 4.430 (4.712)] [KD 5.390 (5.465)] 2024-10-12 08:15:57,789 - Train: 27.01% [337850/1251000] [270.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002497] [CE 4.659 (4.651)] [KD 5.589 (5.406)] 2024-10-12 08:16:03,941 - Train: 27.01% [337900/1251000] [270.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002497] [CE 4.667 (4.735)] [KD 5.680 (5.523)] 2024-10-12 08:16:09,843 - Train: 27.01% [337950/1251000] [270.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002497] [CE 4.321 (4.687)] [KD 5.758 (5.541)] 2024-10-12 08:16:15,568 - Train: 27.02% [338000/1251000] [270.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002496] [CE 4.822 (4.694)] [KD 5.482 (5.464)] 2024-10-12 08:16:21,622 - Train: 27.02% [338050/1251000] [270.2/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002496] [CE 5.065 (4.654)] [KD 5.502 (5.435)] 2024-10-12 08:16:27,430 - Train: 27.03% [338100/1251000] [270.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002496] [CE 4.374 (4.644)] [KD 5.375 (5.447)] 2024-10-12 08:16:33,282 - Train: 27.03% [338150/1251000] [270.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002496] [CE 4.961 (4.704)] [KD 5.593 (5.510)] 2024-10-12 08:16:39,029 - Train: 27.03% [338200/1251000] [270.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002496] [CE 4.641 (4.738)] [KD 5.395 (5.574)] 2024-10-12 08:16:44,889 - Train: 27.04% [338250/1251000] [270.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002496] [CE 4.989 (4.714)] [KD 5.840 (5.620)] 2024-10-12 08:16:51,090 - Train: 27.04% [338300/1251000] [270.4/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002496] [CE 4.749 (4.686)] [KD 5.629 (5.593)] 2024-10-12 08:16:57,079 - Train: 27.05% [338350/1251000] [270.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002495] [CE 5.041 (4.708)] [KD 5.562 (5.637)] 2024-10-12 08:17:03,093 - Train: 27.05% [338400/1251000] [270.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002495] [CE 4.973 (4.704)] [KD 5.678 (5.581)] 2024-10-12 08:17:08,903 - Train: 27.05% [338450/1251000] [270.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002495] [CE 4.296 (4.632)] [KD 5.169 (5.462)] 2024-10-12 08:17:14,827 - Train: 27.06% [338500/1251000] [270.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002495] [CE 4.126 (4.696)] [KD 5.321 (5.536)] 2024-10-12 08:17:20,628 - Train: 27.06% [338550/1251000] [270.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002495] [CE 3.938 (4.711)] [KD 5.168 (5.560)] 2024-10-12 08:17:26,505 - Train: 27.07% [338600/1251000] [270.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002495] [CE 4.315 (4.752)] [KD 5.646 (5.529)] 2024-10-12 08:17:32,611 - Train: 27.07% [338650/1251000] [270.7/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002495] [CE 4.730 (4.685)] [KD 5.887 (5.701)] 2024-10-12 08:17:38,501 - Train: 27.07% [338700/1251000] [270.7/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002494] [CE 5.046 (4.633)] [KD 5.454 (5.505)] 2024-10-12 08:17:44,800 - Train: 27.08% [338750/1251000] [270.8/1000.0] [batch_t 0.119 (0.126)] [data_t 0.002] [optim_t 0.117] [lr 0.002494] [CE 5.009 (4.734)] [KD 5.779 (5.544)] 2024-10-12 08:17:50,721 - Train: 27.08% [338800/1251000] [270.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002494] [CE 4.954 (4.677)] [KD 5.604 (5.620)] 2024-10-12 08:17:56,477 - Train: 27.09% [338850/1251000] [270.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002494] [CE 4.651 (4.720)] [KD 5.465 (5.599)] 2024-10-12 08:18:02,473 - Train: 27.09% [338900/1251000] [270.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002494] [CE 4.645 (4.645)] [KD 5.599 (5.515)] 2024-10-12 08:18:08,512 - Train: 27.09% [338950/1251000] [270.9/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002494] [CE 4.771 (4.618)] [KD 5.712 (5.535)] 2024-10-12 08:18:14,299 - Train: 27.10% [339000/1251000] [271.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002494] [CE 4.787 (4.692)] [KD 5.562 (5.540)] 2024-10-12 08:18:21,551 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31730] [top5_cnt 42759] [top_all 50000] 2024-10-12 08:18:21,551 - net: 63.460 (85.518) 2024-10-12 08:18:26,464 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.092)] [top1_cnt 35782] [top5_cnt 45113] [top_all 50000] 2024-10-12 08:18:26,464 - net_E: 71.564 (90.226) 2024-10-12 08:18:26,599 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.564 (epoch: 271)] 2024-10-12 08:18:26,599 - ==> Total time: 11:40:39 Eta: 1 day, 7:24:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:18:33,259 - Train: 27.10% [339050/1251000] [271.0/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002493] [CE 5.423 (4.683)] [KD 6.164 (5.528)] 2024-10-12 08:18:39,387 - Train: 27.11% [339100/1251000] [271.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002493] [CE 4.675 (4.663)] [KD 5.501 (5.422)] 2024-10-12 08:18:45,436 - Train: 27.11% [339150/1251000] [271.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002493] [CE 4.755 (4.671)] [KD 5.547 (5.504)] 2024-10-12 08:18:51,468 - Train: 27.11% [339200/1251000] [271.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002493] [CE 4.967 (4.676)] [KD 5.417 (5.481)] 2024-10-12 08:18:57,276 - Train: 27.12% [339250/1251000] [271.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002493] [CE 4.890 (4.653)] [KD 5.639 (5.427)] 2024-10-12 08:19:03,044 - Train: 27.12% [339300/1251000] [271.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002493] [CE 4.430 (4.650)] [KD 5.258 (5.475)] 2024-10-12 08:19:08,813 - Train: 27.13% [339350/1251000] [271.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002493] [CE 4.980 (4.649)] [KD 5.801 (5.585)] 2024-10-12 08:19:14,969 - Train: 27.13% [339400/1251000] [271.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002492] [CE 4.407 (4.672)] [KD 5.457 (5.572)] 2024-10-12 08:19:20,731 - Train: 27.13% [339450/1251000] [271.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002492] [CE 4.224 (4.767)] [KD 5.149 (5.584)] 2024-10-12 08:19:26,823 - Train: 27.14% [339500/1251000] [271.4/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002492] [CE 4.598 (4.710)] [KD 5.353 (5.519)] 2024-10-12 08:19:32,898 - Train: 27.14% [339550/1251000] [271.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002492] [CE 4.907 (4.632)] [KD 5.429 (5.464)] 2024-10-12 08:19:38,673 - Train: 27.15% [339600/1251000] [271.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002492] [CE 4.301 (4.678)] [KD 5.546 (5.565)] 2024-10-12 08:19:44,419 - Train: 27.15% [339650/1251000] [271.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002492] [CE 4.446 (4.738)] [KD 5.748 (5.584)] 2024-10-12 08:19:50,548 - Train: 27.15% [339700/1251000] [271.5/1000.0] [batch_t 0.125 (0.122)] [data_t 0.002] [optim_t 0.123] [lr 0.002492] [CE 4.282 (4.612)] [KD 5.444 (5.451)] 2024-10-12 08:19:56,535 - Train: 27.16% [339750/1251000] [271.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002492] [CE 4.933 (4.581)] [KD 5.282 (5.418)] 2024-10-12 08:20:02,565 - Train: 27.16% [339800/1251000] [271.6/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002491] [CE 4.624 (4.727)] [KD 5.792 (5.577)] 2024-10-12 08:20:08,466 - Train: 27.17% [339850/1251000] [271.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002491] [CE 4.740 (4.702)] [KD 5.235 (5.536)] 2024-10-12 08:20:14,348 - Train: 27.17% [339900/1251000] [271.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002491] [CE 4.277 (4.683)] [KD 4.954 (5.415)] 2024-10-12 08:20:20,639 - Train: 27.17% [339950/1251000] [271.7/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002491] [CE 4.740 (4.648)] [KD 5.502 (5.433)] 2024-10-12 08:20:26,643 - Train: 27.18% [340000/1251000] [271.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002491] [CE 4.733 (4.717)] [KD 5.644 (5.501)] 2024-10-12 08:20:32,642 - Train: 27.18% [340050/1251000] [271.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002491] [CE 4.997 (4.711)] [KD 5.696 (5.533)] 2024-10-12 08:20:38,425 - Train: 27.19% [340100/1251000] [271.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002491] [CE 4.730 (4.738)] [KD 5.826 (5.575)] 2024-10-12 08:20:44,187 - Train: 27.19% [340150/1251000] [271.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002490] [CE 4.174 (4.771)] [KD 5.398 (5.600)] 2024-10-12 08:20:49,991 - Train: 27.19% [340200/1251000] [271.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002490] [CE 4.991 (4.699)] [KD 5.844 (5.533)] 2024-10-12 08:20:56,298 - Train: 27.20% [340250/1251000] [272.0/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002490] [CE 4.571 (4.673)] [KD 5.552 (5.512)] 2024-10-12 08:21:03,588 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 30823] [top5_cnt 41948] [top_all 50000] 2024-10-12 08:21:03,588 - net: 61.646 (83.896) 2024-10-12 08:21:08,622 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35783] [top5_cnt 45129] [top_all 50000] 2024-10-12 08:21:08,623 - net_E: 71.566 (90.258) 2024-10-12 08:21:08,770 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:21:08,770 - ==> Total time: 11:43:21 Eta: 1 day, 7:22:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:21:15,404 - Train: 27.20% [340300/1251000] [272.0/1000.0] [batch_t 0.116 (0.128)] [data_t 0.003] [optim_t 0.113] [lr 0.002490] [CE 4.927 (4.633)] [KD 5.571 (5.435)] 2024-10-12 08:21:21,618 - Train: 27.21% [340350/1251000] [272.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002490] [CE 4.645 (4.759)] [KD 5.898 (5.622)] 2024-10-12 08:21:27,666 - Train: 27.21% [340400/1251000] [272.1/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002490] [CE 4.532 (4.638)] [KD 5.445 (5.575)] 2024-10-12 08:21:33,448 - Train: 27.21% [340450/1251000] [272.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002490] [CE 4.477 (4.717)] [KD 5.593 (5.607)] 2024-10-12 08:21:39,321 - Train: 27.22% [340500/1251000] [272.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002489] [CE 4.523 (4.702)] [KD 5.648 (5.639)] 2024-10-12 08:21:45,346 - Train: 27.22% [340550/1251000] [272.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002489] [CE 4.190 (4.658)] [KD 5.466 (5.581)] 2024-10-12 08:21:51,422 - Train: 27.23% [340600/1251000] [272.3/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002489] [CE 4.908 (4.692)] [KD 5.900 (5.510)] 2024-10-12 08:21:57,469 - Train: 27.23% [340650/1251000] [272.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002489] [CE 5.113 (4.621)] [KD 5.753 (5.432)] 2024-10-12 08:22:03,228 - Train: 27.23% [340700/1251000] [272.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002489] [CE 4.222 (4.639)] [KD 5.192 (5.492)] 2024-10-12 08:22:09,105 - Train: 27.24% [340750/1251000] [272.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002489] [CE 4.242 (4.595)] [KD 5.670 (5.471)] 2024-10-12 08:22:15,074 - Train: 27.24% [340800/1251000] [272.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002489] [CE 4.879 (4.693)] [KD 5.530 (5.521)] 2024-10-12 08:22:20,938 - Train: 27.25% [340850/1251000] [272.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002488] [CE 4.985 (4.661)] [KD 5.834 (5.535)] 2024-10-12 08:22:26,778 - Train: 27.25% [340900/1251000] [272.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002488] [CE 4.501 (4.734)] [KD 5.761 (5.610)] 2024-10-12 08:22:32,732 - Train: 27.25% [340950/1251000] [272.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002488] [CE 4.798 (4.744)] [KD 5.513 (5.650)] 2024-10-12 08:22:38,637 - Train: 27.26% [341000/1251000] [272.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002488] [CE 5.218 (4.703)] [KD 5.709 (5.441)] 2024-10-12 08:22:44,424 - Train: 27.26% [341050/1251000] [272.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002488] [CE 4.618 (4.703)] [KD 5.213 (5.465)] 2024-10-12 08:22:50,391 - Train: 27.27% [341100/1251000] [272.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002488] [CE 4.658 (4.703)] [KD 5.802 (5.510)] 2024-10-12 08:22:56,121 - Train: 27.27% [341150/1251000] [272.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002488] [CE 4.623 (4.689)] [KD 5.415 (5.510)] 2024-10-12 08:23:02,200 - Train: 27.27% [341200/1251000] [272.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002487] [CE 5.099 (4.684)] [KD 5.681 (5.505)] 2024-10-12 08:23:08,207 - Train: 27.28% [341250/1251000] [272.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002487] [CE 4.573 (4.638)] [KD 5.790 (5.447)] 2024-10-12 08:23:14,000 - Train: 27.28% [341300/1251000] [272.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002487] [CE 4.576 (4.740)] [KD 5.414 (5.566)] 2024-10-12 08:23:19,789 - Train: 27.29% [341350/1251000] [272.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002487] [CE 4.702 (4.643)] [KD 5.675 (5.509)] 2024-10-12 08:23:25,800 - Train: 27.29% [341400/1251000] [272.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002487] [CE 5.004 (4.753)] [KD 5.758 (5.612)] 2024-10-12 08:23:31,807 - Train: 27.29% [341450/1251000] [272.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002487] [CE 4.560 (4.699)] [KD 5.564 (5.539)] 2024-10-12 08:23:37,965 - Train: 27.30% [341500/1251000] [273.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002487] [CE 4.823 (4.712)] [KD 5.501 (5.607)] 2024-10-12 08:23:45,365 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31059] [top5_cnt 42289] [top_all 50000] 2024-10-12 08:23:45,366 - net: 62.118 (84.578) 2024-10-12 08:23:50,313 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35742] [top5_cnt 45097] [top_all 50000] 2024-10-12 08:23:50,313 - net_E: 71.484 (90.194) 2024-10-12 08:23:50,463 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:23:50,463 - ==> Total time: 11:46:03 Eta: 1 day, 7:20:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:23:55,247 - Train: 27.30% [341550/1251000] [273.0/1000.0] [batch_t 0.116 (0.136)] [data_t 0.002] [optim_t 0.113] [lr 0.002486] [CE 4.991 (4.719)] [KD 5.619 (5.495)] 2024-10-12 08:24:01,263 - Train: 27.31% [341600/1251000] [273.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002486] [CE 4.763 (4.695)] [KD 5.766 (5.487)] 2024-10-12 08:24:07,319 - Train: 27.31% [341650/1251000] [273.1/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002486] [CE 4.549 (4.665)] [KD 5.516 (5.457)] 2024-10-12 08:24:13,138 - Train: 27.31% [341700/1251000] [273.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002486] [CE 4.760 (4.681)] [KD 5.337 (5.476)] 2024-10-12 08:24:18,971 - Train: 27.32% [341750/1251000] [273.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002486] [CE 4.620 (4.689)] [KD 5.181 (5.500)] 2024-10-12 08:24:24,941 - Train: 27.32% [341800/1251000] [273.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002486] [CE 4.368 (4.719)] [KD 5.454 (5.481)] 2024-10-12 08:24:31,151 - Train: 27.33% [341850/1251000] [273.3/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002486] [CE 4.657 (4.690)] [KD 5.408 (5.559)] 2024-10-12 08:24:37,035 - Train: 27.33% [341900/1251000] [273.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002485] [CE 5.043 (4.677)] [KD 5.849 (5.503)] 2024-10-12 08:24:42,996 - Train: 27.33% [341950/1251000] [273.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002485] [CE 4.288 (4.651)] [KD 5.476 (5.530)] 2024-10-12 08:24:48,811 - Train: 27.34% [342000/1251000] [273.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002485] [CE 4.729 (4.634)] [KD 5.749 (5.429)] 2024-10-12 08:24:54,707 - Train: 27.34% [342050/1251000] [273.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002485] [CE 4.812 (4.682)] [KD 5.623 (5.556)] 2024-10-12 08:25:00,536 - Train: 27.35% [342100/1251000] [273.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002485] [CE 4.888 (4.700)] [KD 5.617 (5.581)] 2024-10-12 08:25:06,372 - Train: 27.35% [342150/1251000] [273.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002485] [CE 4.329 (4.688)] [KD 5.495 (5.548)] 2024-10-12 08:25:12,219 - Train: 27.35% [342200/1251000] [273.5/1000.0] [batch_t 0.237 (0.117)] [data_t 0.002] [optim_t 0.234] [lr 0.002485] [CE 4.952 (4.725)] [KD 5.574 (5.569)] 2024-10-12 08:25:18,456 - Train: 27.36% [342250/1251000] [273.6/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002484] [CE 4.579 (4.712)] [KD 5.309 (5.496)] 2024-10-12 08:25:24,334 - Train: 27.36% [342300/1251000] [273.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002484] [CE 4.595 (4.723)] [KD 5.460 (5.576)] 2024-10-12 08:25:30,311 - Train: 27.37% [342350/1251000] [273.7/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002484] [CE 4.685 (4.664)] [KD 5.591 (5.479)] 2024-10-12 08:25:36,072 - Train: 27.37% [342400/1251000] [273.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002484] [CE 4.990 (4.696)] [KD 5.740 (5.545)] 2024-10-12 08:25:41,868 - Train: 27.37% [342450/1251000] [273.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002484] [CE 4.521 (4.615)] [KD 5.227 (5.566)] 2024-10-12 08:25:47,844 - Train: 27.38% [342500/1251000] [273.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002484] [CE 4.597 (4.684)] [KD 5.340 (5.560)] 2024-10-12 08:25:53,746 - Train: 27.38% [342550/1251000] [273.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002484] [CE 5.227 (4.685)] [KD 5.826 (5.504)] 2024-10-12 08:25:59,517 - Train: 27.39% [342600/1251000] [273.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002483] [CE 5.085 (4.666)] [KD 5.814 (5.529)] 2024-10-12 08:26:05,533 - Train: 27.39% [342650/1251000] [273.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002483] [CE 4.121 (4.720)] [KD 5.304 (5.510)] 2024-10-12 08:26:11,591 - Train: 27.39% [342700/1251000] [273.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002483] [CE 4.650 (4.677)] [KD 5.503 (5.418)] 2024-10-12 08:26:17,517 - Train: 27.40% [342750/1251000] [274.0/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002483] [CE 4.065 (4.663)] [KD 5.259 (5.502)] 2024-10-12 08:26:25,227 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32293] [top5_cnt 43106] [top_all 50000] 2024-10-12 08:26:25,228 - net: 64.586 (86.212) 2024-10-12 08:26:30,329 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35726] [top5_cnt 45127] [top_all 50000] 2024-10-12 08:26:30,330 - net_E: 71.452 (90.254) 2024-10-12 08:26:30,473 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:26:30,473 - ==> Total time: 11:48:43 Eta: 1 day, 7:17:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:26:35,408 - Train: 27.40% [342800/1251000] [274.0/1000.0] [batch_t 0.116 (0.147)] [data_t 0.003] [optim_t 0.113] [lr 0.002483] [CE 4.772 (4.747)] [KD 5.462 (5.487)] 2024-10-12 08:26:41,386 - Train: 27.41% [342850/1251000] [274.1/1000.0] [batch_t 0.128 (0.119)] [data_t 0.003] [optim_t 0.126] [lr 0.002483] [CE 4.571 (4.690)] [KD 5.239 (5.480)] 2024-10-12 08:26:47,401 - Train: 27.41% [342900/1251000] [274.1/1000.0] [batch_t 0.125 (0.120)] [data_t 0.002] [optim_t 0.123] [lr 0.002483] [CE 4.987 (4.619)] [KD 5.400 (5.394)] 2024-10-12 08:26:53,395 - Train: 27.41% [342950/1251000] [274.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002482] [CE 4.776 (4.767)] [KD 5.650 (5.556)] 2024-10-12 08:26:59,393 - Train: 27.42% [343000/1251000] [274.2/1000.0] [batch_t 0.275 (0.120)] [data_t 0.003] [optim_t 0.272] [lr 0.002482] [CE 4.718 (4.733)] [KD 5.349 (5.507)] 2024-10-12 08:27:05,224 - Train: 27.42% [343050/1251000] [274.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002482] [CE 4.616 (4.678)] [KD 5.462 (5.493)] 2024-10-12 08:27:11,336 - Train: 27.43% [343100/1251000] [274.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002482] [CE 4.702 (4.700)] [KD 5.613 (5.544)] 2024-10-12 08:27:17,306 - Train: 27.43% [343150/1251000] [274.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002482] [CE 4.855 (4.614)] [KD 5.560 (5.521)] 2024-10-12 08:27:23,464 - Train: 27.43% [343200/1251000] [274.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002482] [CE 4.714 (4.708)] [KD 5.336 (5.534)] 2024-10-12 08:27:29,635 - Train: 27.44% [343250/1251000] [274.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002482] [CE 4.846 (4.751)] [KD 5.399 (5.538)] 2024-10-12 08:27:35,473 - Train: 27.44% [343300/1251000] [274.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002481] [CE 4.322 (4.710)] [KD 5.118 (5.480)] 2024-10-12 08:27:41,359 - Train: 27.45% [343350/1251000] [274.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002481] [CE 4.618 (4.726)] [KD 5.532 (5.618)] 2024-10-12 08:27:47,331 - Train: 27.45% [343400/1251000] [274.5/1000.0] [batch_t 0.125 (0.119)] [data_t 0.002] [optim_t 0.122] [lr 0.002481] [CE 4.431 (4.685)] [KD 5.393 (5.524)] 2024-10-12 08:27:53,239 - Train: 27.45% [343450/1251000] [274.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002481] [CE 5.075 (4.712)] [KD 5.740 (5.486)] 2024-10-12 08:27:59,084 - Train: 27.46% [343500/1251000] [274.6/1000.0] [batch_t 0.122 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002481] [CE 4.851 (4.701)] [KD 6.004 (5.565)] 2024-10-12 08:28:05,129 - Train: 27.46% [343550/1251000] [274.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002481] [CE 4.633 (4.659)] [KD 5.436 (5.548)] 2024-10-12 08:28:11,010 - Train: 27.47% [343600/1251000] [274.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002481] [CE 4.728 (4.701)] [KD 5.640 (5.566)] 2024-10-12 08:28:17,192 - Train: 27.47% [343650/1251000] [274.7/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002480] [CE 5.044 (4.767)] [KD 5.916 (5.574)] 2024-10-12 08:28:23,079 - Train: 27.47% [343700/1251000] [274.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002480] [CE 4.784 (4.622)] [KD 5.725 (5.461)] 2024-10-12 08:28:28,904 - Train: 27.48% [343750/1251000] [274.8/1000.0] [batch_t 0.121 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002480] [CE 4.710 (4.645)] [KD 5.531 (5.458)] 2024-10-12 08:28:34,879 - Train: 27.48% [343800/1251000] [274.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002480] [CE 4.661 (4.637)] [KD 5.550 (5.449)] 2024-10-12 08:28:40,928 - Train: 27.49% [343850/1251000] [274.9/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002480] [CE 4.550 (4.692)] [KD 5.796 (5.526)] 2024-10-12 08:28:46,755 - Train: 27.49% [343900/1251000] [274.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002480] [CE 4.680 (4.644)] [KD 5.871 (5.488)] 2024-10-12 08:28:52,713 - Train: 27.49% [343950/1251000] [274.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002480] [CE 4.673 (4.693)] [KD 5.425 (5.559)] 2024-10-12 08:28:58,800 - Train: 27.50% [344000/1251000] [275.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002480] [CE 4.380 (4.713)] [KD 5.609 (5.517)] 2024-10-12 08:29:06,584 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31970] [top5_cnt 42928] [top_all 50000] 2024-10-12 08:29:06,585 - net: 63.940 (85.856) 2024-10-12 08:29:11,607 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35713] [top5_cnt 45175] [top_all 50000] 2024-10-12 08:29:11,607 - net_E: 71.426 (90.350) 2024-10-12 08:29:11,765 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:29:11,766 - ==> Total time: 11:51:24 Eta: 1 day, 7:15:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:29:16,666 - Train: 27.50% [344050/1251000] [275.0/1000.0] [batch_t 0.121 (0.149)] [data_t 0.003] [optim_t 0.118] [lr 0.002479] [CE 4.783 (4.718)] [KD 5.961 (5.504)] 2024-10-12 08:29:22,647 - Train: 27.51% [344100/1251000] [275.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002479] [CE 4.436 (4.644)] [KD 5.423 (5.566)] 2024-10-12 08:29:28,550 - Train: 27.51% [344150/1251000] [275.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002479] [CE 4.558 (4.713)] [KD 5.297 (5.539)] 2024-10-12 08:29:34,592 - Train: 27.51% [344200/1251000] [275.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002479] [CE 4.681 (4.729)] [KD 5.403 (5.518)] 2024-10-12 08:29:40,326 - Train: 27.52% [344250/1251000] [275.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002479] [CE 4.930 (4.695)] [KD 5.554 (5.487)] 2024-10-12 08:29:46,053 - Train: 27.52% [344300/1251000] [275.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.115] [lr 0.002479] [CE 5.077 (4.659)] [KD 5.885 (5.515)] 2024-10-12 08:29:51,979 - Train: 27.53% [344350/1251000] [275.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002479] [CE 4.719 (4.658)] [KD 5.313 (5.435)] 2024-10-12 08:29:57,929 - Train: 27.53% [344400/1251000] [275.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002478] [CE 4.919 (4.703)] [KD 5.563 (5.424)] 2024-10-12 08:30:04,129 - Train: 27.53% [344450/1251000] [275.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002478] [CE 4.810 (4.665)] [KD 5.633 (5.473)] 2024-10-12 08:30:10,222 - Train: 27.54% [344500/1251000] [275.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002478] [CE 4.991 (4.681)] [KD 5.994 (5.540)] 2024-10-12 08:30:15,965 - Train: 27.54% [344550/1251000] [275.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002478] [CE 4.910 (4.688)] [KD 5.628 (5.526)] 2024-10-12 08:30:21,976 - Train: 27.55% [344600/1251000] [275.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002478] [CE 4.741 (4.644)] [KD 5.462 (5.442)] 2024-10-12 08:30:27,870 - Train: 27.55% [344650/1251000] [275.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002478] [CE 5.061 (4.665)] [KD 5.873 (5.495)] 2024-10-12 08:30:33,703 - Train: 27.55% [344700/1251000] [275.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002478] [CE 4.878 (4.708)] [KD 5.971 (5.545)] 2024-10-12 08:30:39,796 - Train: 27.56% [344750/1251000] [275.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002477] [CE 4.453 (4.719)] [KD 5.255 (5.613)] 2024-10-12 08:30:45,800 - Train: 27.56% [344800/1251000] [275.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002477] [CE 4.460 (4.615)] [KD 5.121 (5.453)] 2024-10-12 08:30:51,894 - Train: 27.57% [344850/1251000] [275.7/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002477] [CE 5.023 (4.757)] [KD 5.618 (5.533)] 2024-10-12 08:30:57,890 - Train: 27.57% [344900/1251000] [275.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002477] [CE 3.809 (4.702)] [KD 5.205 (5.547)] 2024-10-12 08:31:03,701 - Train: 27.57% [344950/1251000] [275.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002477] [CE 4.738 (4.612)] [KD 5.667 (5.583)] 2024-10-12 08:31:09,668 - Train: 27.58% [345000/1251000] [275.8/1000.0] [batch_t 0.244 (0.119)] [data_t 0.003] [optim_t 0.242] [lr 0.002477] [CE 4.755 (4.715)] [KD 5.236 (5.551)] 2024-10-12 08:31:15,746 - Train: 27.58% [345050/1251000] [275.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002477] [CE 4.642 (4.675)] [KD 5.458 (5.603)] 2024-10-12 08:31:21,578 - Train: 27.59% [345100/1251000] [275.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002476] [CE 4.914 (4.707)] [KD 5.479 (5.545)] 2024-10-12 08:31:27,515 - Train: 27.59% [345150/1251000] [275.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002476] [CE 4.784 (4.649)] [KD 5.591 (5.589)] 2024-10-12 08:31:33,722 - Train: 27.59% [345200/1251000] [275.9/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002476] [CE 4.408 (4.704)] [KD 5.260 (5.478)] 2024-10-12 08:31:39,600 - Train: 27.60% [345250/1251000] [276.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002476] [CE 4.732 (4.669)] [KD 5.668 (5.601)] 2024-10-12 08:31:47,518 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 31914] [top5_cnt 42970] [top_all 50000] 2024-10-12 08:31:47,518 - net: 63.828 (85.940) 2024-10-12 08:31:52,745 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 35771] [top5_cnt 45187] [top_all 50000] 2024-10-12 08:31:52,745 - net_E: 71.542 (90.374) 2024-10-12 08:31:52,889 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:31:52,890 - ==> Total time: 11:54:05 Eta: 1 day, 7:13:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:31:57,591 - Train: 27.60% [345300/1251000] [276.0/1000.0] [batch_t 0.117 (0.142)] [data_t 0.003] [optim_t 0.114] [lr 0.002476] [CE 5.108 (4.670)] [KD 5.809 (5.500)] 2024-10-12 08:32:03,519 - Train: 27.61% [345350/1251000] [276.1/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002476] [CE 4.627 (4.625)] [KD 5.479 (5.421)] 2024-10-12 08:32:09,561 - Train: 27.61% [345400/1251000] [276.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002476] [CE 4.844 (4.720)] [KD 5.529 (5.539)] 2024-10-12 08:32:15,508 - Train: 27.61% [345450/1251000] [276.1/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.120] [lr 0.002475] [CE 4.541 (4.600)] [KD 5.496 (5.479)] 2024-10-12 08:32:21,582 - Train: 27.62% [345500/1251000] [276.2/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002475] [CE 4.764 (4.592)] [KD 5.253 (5.409)] 2024-10-12 08:32:27,769 - Train: 27.62% [345550/1251000] [276.2/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002475] [CE 4.813 (4.727)] [KD 5.730 (5.431)] 2024-10-12 08:32:34,013 - Train: 27.63% [345600/1251000] [276.3/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.002475] [CE 4.702 (4.708)] [KD 5.257 (5.529)] 2024-10-12 08:32:39,890 - Train: 27.63% [345650/1251000] [276.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002475] [CE 4.643 (4.589)] [KD 5.184 (5.420)] 2024-10-12 08:32:45,693 - Train: 27.63% [345700/1251000] [276.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002475] [CE 4.767 (4.618)] [KD 5.691 (5.410)] 2024-10-12 08:32:51,639 - Train: 27.64% [345750/1251000] [276.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002475] [CE 4.756 (4.681)] [KD 5.495 (5.505)] 2024-10-12 08:32:57,628 - Train: 27.64% [345800/1251000] [276.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002474] [CE 4.541 (4.666)] [KD 5.580 (5.430)] 2024-10-12 08:33:03,525 - Train: 27.65% [345850/1251000] [276.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002474] [CE 4.714 (4.614)] [KD 5.581 (5.433)] 2024-10-12 08:33:09,611 - Train: 27.65% [345900/1251000] [276.5/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002474] [CE 4.615 (4.624)] [KD 5.426 (5.523)] 2024-10-12 08:33:15,492 - Train: 27.65% [345950/1251000] [276.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002474] [CE 4.377 (4.721)] [KD 5.330 (5.539)] 2024-10-12 08:33:21,564 - Train: 27.66% [346000/1251000] [276.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002474] [CE 4.239 (4.743)] [KD 5.374 (5.626)] 2024-10-12 08:33:27,494 - Train: 27.66% [346050/1251000] [276.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002474] [CE 4.859 (4.731)] [KD 5.362 (5.607)] 2024-10-12 08:33:33,447 - Train: 27.67% [346100/1251000] [276.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002474] [CE 4.669 (4.682)] [KD 5.498 (5.517)] 2024-10-12 08:33:39,462 - Train: 27.67% [346150/1251000] [276.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002473] [CE 4.633 (4.696)] [KD 5.637 (5.552)] 2024-10-12 08:33:45,453 - Train: 27.67% [346200/1251000] [276.7/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002473] [CE 4.496 (4.654)] [KD 5.859 (5.520)] 2024-10-12 08:33:51,387 - Train: 27.68% [346250/1251000] [276.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002473] [CE 4.544 (4.708)] [KD 5.732 (5.567)] 2024-10-12 08:33:57,219 - Train: 27.68% [346300/1251000] [276.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002473] [CE 4.893 (4.616)] [KD 5.666 (5.484)] 2024-10-12 08:34:03,183 - Train: 27.69% [346350/1251000] [276.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002473] [CE 4.683 (4.688)] [KD 5.452 (5.549)] 2024-10-12 08:34:09,270 - Train: 27.69% [346400/1251000] [276.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002473] [CE 5.347 (4.728)] [KD 5.611 (5.446)] 2024-10-12 08:34:15,573 - Train: 27.69% [346450/1251000] [276.9/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002473] [CE 4.687 (4.649)] [KD 5.438 (5.473)] 2024-10-12 08:34:21,369 - Train: 27.70% [346500/1251000] [277.0/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002472] [CE 4.278 (4.693)] [KD 5.358 (5.526)] 2024-10-12 08:34:29,296 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31887] [top5_cnt 42867] [top_all 50000] 2024-10-12 08:34:29,297 - net: 63.774 (85.734) 2024-10-12 08:34:34,262 - Test (net_E): 100.00% [50/50] [batch_t 0.030 (0.093)] [top1_cnt 35748] [top5_cnt 45169] [top_all 50000] 2024-10-12 08:34:34,263 - net_E: 71.496 (90.338) 2024-10-12 08:34:34,396 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:34:34,396 - ==> Total time: 11:56:47 Eta: 1 day, 7:10:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:34:38,808 - Train: 27.70% [346550/1251000] [277.0/1000.0] [batch_t 0.116 (0.144)] [data_t 0.003] [optim_t 0.113] [lr 0.002472] [CE 4.403 (4.737)] [KD 5.416 (5.459)] 2024-10-12 08:34:44,610 - Train: 27.71% [346600/1251000] [277.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002472] [CE 4.971 (4.688)] [KD 5.485 (5.445)] 2024-10-12 08:34:50,554 - Train: 27.71% [346650/1251000] [277.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002472] [CE 5.489 (4.672)] [KD 5.739 (5.487)] 2024-10-12 08:34:56,544 - Train: 27.71% [346700/1251000] [277.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002472] [CE 5.008 (4.681)] [KD 5.442 (5.537)] 2024-10-12 08:35:02,610 - Train: 27.72% [346750/1251000] [277.2/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002472] [CE 4.744 (4.617)] [KD 5.302 (5.440)] 2024-10-12 08:35:08,643 - Train: 27.72% [346800/1251000] [277.2/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002472] [CE 4.906 (4.709)] [KD 5.384 (5.447)] 2024-10-12 08:35:14,491 - Train: 27.73% [346850/1251000] [277.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002471] [CE 4.697 (4.694)] [KD 5.401 (5.505)] 2024-10-12 08:35:20,271 - Train: 27.73% [346900/1251000] [277.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002471] [CE 4.534 (4.718)] [KD 5.531 (5.555)] 2024-10-12 08:35:26,093 - Train: 27.73% [346950/1251000] [277.3/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002471] [CE 5.197 (4.687)] [KD 5.708 (5.511)] 2024-10-12 08:35:32,067 - Train: 27.74% [347000/1251000] [277.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002471] [CE 4.595 (4.730)] [KD 5.707 (5.554)] 2024-10-12 08:35:37,962 - Train: 27.74% [347050/1251000] [277.4/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.120] [lr 0.002471] [CE 4.423 (4.617)] [KD 4.907 (5.489)] 2024-10-12 08:35:43,825 - Train: 27.75% [347100/1251000] [277.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002471] [CE 4.402 (4.667)] [KD 5.544 (5.570)] 2024-10-12 08:35:49,711 - Train: 27.75% [347150/1251000] [277.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002471] [CE 4.623 (4.659)] [KD 5.331 (5.511)] 2024-10-12 08:35:55,681 - Train: 27.75% [347200/1251000] [277.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002470] [CE 4.729 (4.703)] [KD 5.519 (5.526)] 2024-10-12 08:36:01,673 - Train: 27.76% [347250/1251000] [277.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002470] [CE 4.354 (4.658)] [KD 5.196 (5.509)] 2024-10-12 08:36:07,480 - Train: 27.76% [347300/1251000] [277.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002470] [CE 4.760 (4.638)] [KD 5.256 (5.437)] 2024-10-12 08:36:13,384 - Train: 27.77% [347350/1251000] [277.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002470] [CE 5.157 (4.686)] [KD 5.707 (5.422)] 2024-10-12 08:36:19,480 - Train: 27.77% [347400/1251000] [277.7/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002470] [CE 4.565 (4.774)] [KD 5.482 (5.515)] 2024-10-12 08:36:25,541 - Train: 27.77% [347450/1251000] [277.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002470] [CE 5.151 (4.755)] [KD 5.405 (5.546)] 2024-10-12 08:36:31,531 - Train: 27.78% [347500/1251000] [277.8/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002470] [CE 4.692 (4.778)] [KD 5.633 (5.658)] 2024-10-12 08:36:37,555 - Train: 27.78% [347550/1251000] [277.8/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002469] [CE 4.961 (4.697)] [KD 5.605 (5.531)] 2024-10-12 08:36:43,454 - Train: 27.79% [347600/1251000] [277.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002469] [CE 4.909 (4.707)] [KD 5.845 (5.555)] 2024-10-12 08:36:49,529 - Train: 27.79% [347650/1251000] [277.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002469] [CE 4.614 (4.701)] [KD 5.210 (5.559)] 2024-10-12 08:36:55,375 - Train: 27.79% [347700/1251000] [277.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002469] [CE 4.713 (4.670)] [KD 5.720 (5.649)] 2024-10-12 08:37:01,423 - Train: 27.80% [347750/1251000] [278.0/1000.0] [batch_t 0.126 (0.121)] [data_t 0.002] [optim_t 0.123] [lr 0.002469] [CE 5.225 (4.657)] [KD 5.735 (5.529)] 2024-10-12 08:37:09,576 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 31847] [top5_cnt 42865] [top_all 50000] 2024-10-12 08:37:09,576 - net: 63.694 (85.730) 2024-10-12 08:37:14,562 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35783] [top5_cnt 45138] [top_all 50000] 2024-10-12 08:37:14,562 - net_E: 71.566 (90.276) 2024-10-12 08:37:14,704 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:37:14,704 - ==> Total time: 11:59:27 Eta: 1 day, 7:08:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:37:18,714 - Train: 27.80% [347800/1251000] [278.0/1000.0] [batch_t 0.116 (0.135)] [data_t 0.003] [optim_t 0.113] [lr 0.002469] [CE 4.618 (4.700)] [KD 5.441 (5.412)] 2024-10-12 08:37:24,765 - Train: 27.81% [347850/1251000] [278.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002469] [CE 4.580 (4.658)] [KD 5.260 (5.405)] 2024-10-12 08:37:30,554 - Train: 27.81% [347900/1251000] [278.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002468] [CE 4.185 (4.642)] [KD 5.001 (5.441)] 2024-10-12 08:37:36,478 - Train: 27.81% [347950/1251000] [278.1/1000.0] [batch_t 0.125 (0.118)] [data_t 0.003] [optim_t 0.123] [lr 0.002468] [CE 4.463 (4.658)] [KD 5.357 (5.451)] 2024-10-12 08:37:42,797 - Train: 27.82% [348000/1251000] [278.2/1000.0] [batch_t 0.115 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002468] [CE 4.326 (4.647)] [KD 5.820 (5.436)] 2024-10-12 08:37:48,566 - Train: 27.82% [348050/1251000] [278.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002468] [CE 4.768 (4.731)] [KD 5.357 (5.501)] 2024-10-12 08:37:54,515 - Train: 27.83% [348100/1251000] [278.3/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002468] [CE 4.718 (4.656)] [KD 5.663 (5.474)] 2024-10-12 08:38:00,540 - Train: 27.83% [348150/1251000] [278.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002468] [CE 4.601 (4.676)] [KD 5.450 (5.608)] 2024-10-12 08:38:06,335 - Train: 27.83% [348200/1251000] [278.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002468] [CE 5.162 (4.731)] [KD 5.968 (5.576)] 2024-10-12 08:38:12,273 - Train: 27.84% [348250/1251000] [278.4/1000.0] [batch_t 0.232 (0.119)] [data_t 0.003] [optim_t 0.229] [lr 0.002467] [CE 4.754 (4.672)] [KD 5.300 (5.478)] 2024-10-12 08:38:18,150 - Train: 27.84% [348300/1251000] [278.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002467] [CE 4.982 (4.655)] [KD 5.514 (5.502)] 2024-10-12 08:38:24,044 - Train: 27.85% [348350/1251000] [278.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002467] [CE 4.364 (4.657)] [KD 5.453 (5.539)] 2024-10-12 08:38:29,934 - Train: 27.85% [348400/1251000] [278.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002467] [CE 5.195 (4.672)] [KD 5.718 (5.474)] 2024-10-12 08:38:35,966 - Train: 27.85% [348450/1251000] [278.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002467] [CE 4.797 (4.714)] [KD 5.499 (5.587)] 2024-10-12 08:38:41,830 - Train: 27.86% [348500/1251000] [278.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002467] [CE 4.890 (4.620)] [KD 5.265 (5.493)] 2024-10-12 08:38:47,847 - Train: 27.86% [348550/1251000] [278.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002467] [CE 4.842 (4.689)] [KD 5.849 (5.571)] 2024-10-12 08:38:53,585 - Train: 27.87% [348600/1251000] [278.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002466] [CE 4.622 (4.637)] [KD 5.562 (5.498)] 2024-10-12 08:38:59,527 - Train: 27.87% [348650/1251000] [278.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002466] [CE 5.009 (4.678)] [KD 5.659 (5.477)] 2024-10-12 08:39:05,336 - Train: 27.87% [348700/1251000] [278.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002466] [CE 4.866 (4.671)] [KD 5.573 (5.481)] 2024-10-12 08:39:11,142 - Train: 27.88% [348750/1251000] [278.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002466] [CE 3.970 (4.676)] [KD 5.342 (5.481)] 2024-10-12 08:39:17,093 - Train: 27.88% [348800/1251000] [278.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002466] [CE 4.440 (4.653)] [KD 5.187 (5.438)] 2024-10-12 08:39:23,376 - Train: 27.89% [348850/1251000] [278.9/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.002466] [CE 5.127 (4.734)] [KD 5.866 (5.557)] 2024-10-12 08:39:29,201 - Train: 27.89% [348900/1251000] [278.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002466] [CE 4.625 (4.676)] [KD 5.414 (5.462)] 2024-10-12 08:39:35,247 - Train: 27.89% [348950/1251000] [278.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002465] [CE 4.314 (4.682)] [KD 5.303 (5.546)] 2024-10-12 08:39:41,137 - Train: 27.90% [349000/1251000] [279.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002465] [CE 4.346 (4.699)] [KD 5.591 (5.541)] 2024-10-12 08:39:49,224 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32099] [top5_cnt 42972] [top_all 50000] 2024-10-12 08:39:49,225 - net: 64.198 (85.944) 2024-10-12 08:39:54,154 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35768] [top5_cnt 45133] [top_all 50000] 2024-10-12 08:39:54,154 - net_E: 71.536 (90.266) 2024-10-12 08:39:54,282 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:39:54,283 - ==> Total time: 12:02:06 Eta: 1 day, 7:06:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:39:58,260 - Train: 27.90% [349050/1251000] [279.0/1000.0] [batch_t 0.122 (0.141)] [data_t 0.002] [optim_t 0.120] [lr 0.002465] [CE 4.413 (4.642)] [KD 5.647 (5.458)] 2024-10-12 08:40:04,066 - Train: 27.91% [349100/1251000] [279.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002465] [CE 4.600 (4.597)] [KD 5.744 (5.499)] 2024-10-12 08:40:10,127 - Train: 27.91% [349150/1251000] [279.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002465] [CE 4.644 (4.688)] [KD 5.470 (5.414)] 2024-10-12 08:40:16,451 - Train: 27.91% [349200/1251000] [279.1/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002465] [CE 5.009 (4.721)] [KD 5.600 (5.496)] 2024-10-12 08:40:22,345 - Train: 27.92% [349250/1251000] [279.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002465] [CE 5.254 (4.659)] [KD 5.888 (5.463)] 2024-10-12 08:40:28,139 - Train: 27.92% [349300/1251000] [279.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002464] [CE 5.192 (4.641)] [KD 5.718 (5.500)] 2024-10-12 08:40:34,097 - Train: 27.93% [349350/1251000] [279.3/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.121] [lr 0.002464] [CE 4.584 (4.733)] [KD 5.468 (5.546)] 2024-10-12 08:40:39,894 - Train: 27.93% [349400/1251000] [279.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002464] [CE 4.803 (4.660)] [KD 5.558 (5.591)] 2024-10-12 08:40:45,922 - Train: 27.93% [349450/1251000] [279.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002464] [CE 4.952 (4.666)] [KD 5.623 (5.619)] 2024-10-12 08:40:51,743 - Train: 27.94% [349500/1251000] [279.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002464] [CE 4.777 (4.691)] [KD 5.511 (5.567)] 2024-10-12 08:40:57,652 - Train: 27.94% [349550/1251000] [279.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002464] [CE 4.722 (4.638)] [KD 5.437 (5.486)] 2024-10-12 08:41:03,705 - Train: 27.95% [349600/1251000] [279.5/1000.0] [batch_t 0.242 (0.121)] [data_t 0.003] [optim_t 0.239] [lr 0.002464] [CE 4.714 (4.602)] [KD 5.688 (5.499)] 2024-10-12 08:41:09,711 - Train: 27.95% [349650/1251000] [279.5/1000.0] [batch_t 0.176 (0.120)] [data_t 0.002] [optim_t 0.174] [lr 0.002463] [CE 4.562 (4.752)] [KD 5.370 (5.493)] 2024-10-12 08:41:15,628 - Train: 27.95% [349700/1251000] [279.5/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002463] [CE 4.524 (4.658)] [KD 5.518 (5.478)] 2024-10-12 08:41:21,641 - Train: 27.96% [349750/1251000] [279.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002463] [CE 4.249 (4.667)] [KD 5.324 (5.501)] 2024-10-12 08:41:27,528 - Train: 27.96% [349800/1251000] [279.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002463] [CE 4.954 (4.717)] [KD 5.854 (5.424)] 2024-10-12 08:41:33,382 - Train: 27.97% [349850/1251000] [279.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002463] [CE 5.160 (4.741)] [KD 6.170 (5.521)] 2024-10-12 08:41:39,114 - Train: 27.97% [349900/1251000] [279.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002463] [CE 4.735 (4.664)] [KD 5.473 (5.574)] 2024-10-12 08:41:44,828 - Train: 27.97% [349950/1251000] [279.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002463] [CE 4.459 (4.686)] [KD 5.383 (5.576)] 2024-10-12 08:41:50,900 - Train: 27.98% [350000/1251000] [279.8/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002462] [CE 4.903 (4.711)] [KD 5.728 (5.535)] 2024-10-12 08:41:56,985 - Train: 27.98% [350050/1251000] [279.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002462] [CE 4.490 (4.667)] [KD 5.469 (5.481)] 2024-10-12 08:42:02,935 - Train: 27.99% [350100/1251000] [279.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002462] [CE 4.671 (4.664)] [KD 5.558 (5.579)] 2024-10-12 08:42:08,653 - Train: 27.99% [350150/1251000] [279.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002462] [CE 4.727 (4.750)] [KD 5.522 (5.547)] 2024-10-12 08:42:14,482 - Train: 27.99% [350200/1251000] [279.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002462] [CE 4.639 (4.755)] [KD 5.484 (5.579)] 2024-10-12 08:42:20,209 - Train: 28.00% [350250/1251000] [280.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002462] [CE 4.966 (4.675)] [KD 5.656 (5.511)] 2024-10-12 08:42:28,574 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32335] [top5_cnt 43277] [top_all 50000] 2024-10-12 08:42:28,574 - net: 64.670 (86.554) 2024-10-12 08:42:33,535 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35753] [top5_cnt 45127] [top_all 50000] 2024-10-12 08:42:33,536 - net_E: 71.506 (90.254) 2024-10-12 08:42:33,660 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:42:33,661 - ==> Total time: 12:04:46 Eta: 1 day, 7:03:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:42:37,591 - Train: 28.00% [350300/1251000] [280.0/1000.0] [batch_t 0.114 (0.141)] [data_t 0.003] [optim_t 0.112] [lr 0.002462] [CE 4.356 (4.614)] [KD 5.141 (5.436)] 2024-10-12 08:42:43,448 - Train: 28.01% [350350/1251000] [280.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002461] [CE 4.685 (4.755)] [KD 5.425 (5.511)] 2024-10-12 08:42:49,281 - Train: 28.01% [350400/1251000] [280.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002461] [CE 5.007 (4.675)] [KD 5.631 (5.454)] 2024-10-12 08:42:55,380 - Train: 28.01% [350450/1251000] [280.1/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002461] [CE 4.982 (4.676)] [KD 5.992 (5.423)] 2024-10-12 08:43:01,068 - Train: 28.02% [350500/1251000] [280.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002461] [CE 4.972 (4.712)] [KD 5.632 (5.532)] 2024-10-12 08:43:06,914 - Train: 28.02% [350550/1251000] [280.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002461] [CE 4.801 (4.745)] [KD 5.552 (5.641)] 2024-10-12 08:43:12,826 - Train: 28.03% [350600/1251000] [280.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002461] [CE 4.663 (4.715)] [KD 5.425 (5.541)] 2024-10-12 08:43:18,683 - Train: 28.03% [350650/1251000] [280.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002461] [CE 5.140 (4.682)] [KD 5.852 (5.523)] 2024-10-12 08:43:24,563 - Train: 28.03% [350700/1251000] [280.3/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.002460] [CE 4.410 (4.699)] [KD 5.184 (5.523)] 2024-10-12 08:43:30,422 - Train: 28.04% [350750/1251000] [280.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002460] [CE 4.538 (4.652)] [KD 5.673 (5.476)] 2024-10-12 08:43:36,273 - Train: 28.04% [350800/1251000] [280.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002460] [CE 4.777 (4.732)] [KD 5.492 (5.525)] 2024-10-12 08:43:42,288 - Train: 28.05% [350850/1251000] [280.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002460] [CE 4.985 (4.594)] [KD 5.574 (5.438)] 2024-10-12 08:43:47,932 - Train: 28.05% [350900/1251000] [280.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002460] [CE 4.416 (4.692)] [KD 4.971 (5.504)] 2024-10-12 08:43:53,631 - Train: 28.05% [350950/1251000] [280.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002460] [CE 4.336 (4.796)] [KD 5.434 (5.596)] 2024-10-12 08:43:59,504 - Train: 28.06% [351000/1251000] [280.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002460] [CE 4.670 (4.735)] [KD 5.490 (5.511)] 2024-10-12 08:44:05,470 - Train: 28.06% [351050/1251000] [280.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002459] [CE 4.764 (4.691)] [KD 5.091 (5.463)] 2024-10-12 08:44:11,340 - Train: 28.07% [351100/1251000] [280.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002459] [CE 4.502 (4.658)] [KD 5.133 (5.455)] 2024-10-12 08:44:17,181 - Train: 28.07% [351150/1251000] [280.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002459] [CE 5.184 (4.736)] [KD 5.761 (5.539)] 2024-10-12 08:44:23,070 - Train: 28.07% [351200/1251000] [280.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002459] [CE 4.462 (4.713)] [KD 5.463 (5.490)] 2024-10-12 08:44:28,796 - Train: 28.08% [351250/1251000] [280.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002459] [CE 4.362 (4.760)] [KD 5.586 (5.540)] 2024-10-12 08:44:34,874 - Train: 28.08% [351300/1251000] [280.8/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002459] [CE 4.863 (4.725)] [KD 5.769 (5.518)] 2024-10-12 08:44:40,882 - Train: 28.09% [351350/1251000] [280.9/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.002458] [CE 4.763 (4.751)] [KD 5.428 (5.492)] 2024-10-12 08:44:46,833 - Train: 28.09% [351400/1251000] [280.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002458] [CE 4.458 (4.681)] [KD 5.280 (5.551)] 2024-10-12 08:44:52,866 - Train: 28.09% [351450/1251000] [280.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002458] [CE 4.774 (4.676)] [KD 5.808 (5.550)] 2024-10-12 08:44:58,876 - Train: 28.10% [351500/1251000] [281.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002458] [CE 4.160 (4.717)] [KD 5.170 (5.580)] 2024-10-12 08:45:07,301 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 31870] [top5_cnt 42993] [top_all 50000] 2024-10-12 08:45:07,302 - net: 63.740 (85.986) 2024-10-12 08:45:12,302 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35741] [top5_cnt 45133] [top_all 50000] 2024-10-12 08:45:12,302 - net_E: 71.482 (90.266) 2024-10-12 08:45:12,456 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:45:12,457 - ==> Total time: 12:07:25 Eta: 1 day, 7:01:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:45:16,332 - Train: 28.10% [351550/1251000] [281.0/1000.0] [batch_t 0.116 (0.145)] [data_t 0.002] [optim_t 0.114] [lr 0.002458] [CE 4.228 (4.652)] [KD 5.285 (5.436)] 2024-10-12 08:45:22,325 - Train: 28.11% [351600/1251000] [281.1/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002458] [CE 4.945 (4.652)] [KD 5.792 (5.429)] 2024-10-12 08:45:28,497 - Train: 28.11% [351650/1251000] [281.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002458] [CE 4.276 (4.657)] [KD 5.293 (5.488)] 2024-10-12 08:45:34,735 - Train: 28.11% [351700/1251000] [281.1/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.111] [lr 0.002457] [CE 4.846 (4.776)] [KD 5.480 (5.515)] 2024-10-12 08:45:40,529 - Train: 28.12% [351750/1251000] [281.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002457] [CE 4.790 (4.743)] [KD 5.437 (5.605)] 2024-10-12 08:45:46,328 - Train: 28.12% [351800/1251000] [281.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002457] [CE 4.606 (4.700)] [KD 5.842 (5.519)] 2024-10-12 08:45:52,195 - Train: 28.13% [351850/1251000] [281.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002457] [CE 4.763 (4.677)] [KD 5.717 (5.460)] 2024-10-12 08:45:58,389 - Train: 28.13% [351900/1251000] [281.3/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002457] [CE 4.625 (4.712)] [KD 5.690 (5.573)] 2024-10-12 08:46:04,447 - Train: 28.13% [351950/1251000] [281.3/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002457] [CE 5.026 (4.755)] [KD 5.707 (5.547)] 2024-10-12 08:46:10,423 - Train: 28.14% [352000/1251000] [281.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002457] [CE 5.087 (4.746)] [KD 5.793 (5.550)] 2024-10-12 08:46:16,611 - Train: 28.14% [352050/1251000] [281.4/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002456] [CE 4.994 (4.770)] [KD 5.959 (5.544)] 2024-10-12 08:46:22,412 - Train: 28.15% [352100/1251000] [281.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002456] [CE 4.858 (4.697)] [KD 5.521 (5.418)] 2024-10-12 08:46:28,360 - Train: 28.15% [352150/1251000] [281.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002456] [CE 4.901 (4.647)] [KD 5.742 (5.506)] 2024-10-12 08:46:34,325 - Train: 28.15% [352200/1251000] [281.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002456] [CE 4.504 (4.722)] [KD 5.125 (5.555)] 2024-10-12 08:46:40,259 - Train: 28.16% [352250/1251000] [281.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002456] [CE 4.672 (4.710)] [KD 5.411 (5.518)] 2024-10-12 08:46:46,398 - Train: 28.16% [352300/1251000] [281.6/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002456] [CE 4.499 (4.744)] [KD 5.342 (5.519)] 2024-10-12 08:46:52,283 - Train: 28.17% [352350/1251000] [281.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002456] [CE 4.838 (4.701)] [KD 5.744 (5.528)] 2024-10-12 08:46:58,149 - Train: 28.17% [352400/1251000] [281.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002455] [CE 4.505 (4.635)] [KD 5.726 (5.511)] 2024-10-12 08:47:04,117 - Train: 28.17% [352450/1251000] [281.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002455] [CE 4.832 (4.686)] [KD 5.807 (5.547)] 2024-10-12 08:47:10,293 - Train: 28.18% [352500/1251000] [281.8/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002455] [CE 4.677 (4.722)] [KD 5.617 (5.567)] 2024-10-12 08:47:16,508 - Train: 28.18% [352550/1251000] [281.8/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002455] [CE 4.734 (4.693)] [KD 5.354 (5.494)] 2024-10-12 08:47:22,341 - Train: 28.19% [352600/1251000] [281.9/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002455] [CE 4.427 (4.672)] [KD 5.312 (5.394)] 2024-10-12 08:47:28,175 - Train: 28.19% [352650/1251000] [281.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002455] [CE 4.286 (4.725)] [KD 5.083 (5.522)] 2024-10-12 08:47:33,992 - Train: 28.19% [352700/1251000] [281.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002455] [CE 4.785 (4.750)] [KD 5.900 (5.499)] 2024-10-12 08:47:40,030 - Train: 28.20% [352750/1251000] [282.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002454] [CE 4.867 (4.764)] [KD 5.474 (5.522)] 2024-10-12 08:47:48,626 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32398] [top5_cnt 43219] [top_all 50000] 2024-10-12 08:47:48,626 - net: 64.796 (86.438) 2024-10-12 08:47:53,548 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 35720] [top5_cnt 45159] [top_all 50000] 2024-10-12 08:47:53,548 - net_E: 71.440 (90.318) 2024-10-12 08:47:53,698 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:47:53,699 - ==> Total time: 12:10:06 Eta: 1 day, 6:58:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:47:57,362 - Train: 28.20% [352800/1251000] [282.0/1000.0] [batch_t 0.118 (0.139)] [data_t 0.003] [optim_t 0.115] [lr 0.002454] [CE 4.782 (4.610)] [KD 5.300 (5.450)] 2024-10-12 08:48:03,457 - Train: 28.21% [352850/1251000] [282.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002454] [CE 4.420 (4.648)] [KD 5.246 (5.437)] 2024-10-12 08:48:09,394 - Train: 28.21% [352900/1251000] [282.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002454] [CE 4.651 (4.727)] [KD 5.269 (5.421)] 2024-10-12 08:48:15,304 - Train: 28.21% [352950/1251000] [282.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002454] [CE 4.988 (4.631)] [KD 5.652 (5.468)] 2024-10-12 08:48:21,085 - Train: 28.22% [353000/1251000] [282.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002454] [CE 4.666 (4.655)] [KD 5.225 (5.438)] 2024-10-12 08:48:27,069 - Train: 28.22% [353050/1251000] [282.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002454] [CE 5.100 (4.702)] [KD 5.555 (5.385)] 2024-10-12 08:48:33,079 - Train: 28.23% [353100/1251000] [282.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002453] [CE 4.678 (4.696)] [KD 5.386 (5.416)] 2024-10-12 08:48:38,830 - Train: 28.23% [353150/1251000] [282.3/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002453] [CE 4.824 (4.715)] [KD 5.605 (5.501)] 2024-10-12 08:48:44,923 - Train: 28.23% [353200/1251000] [282.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002453] [CE 4.430 (4.712)] [KD 5.253 (5.571)] 2024-10-12 08:48:50,812 - Train: 28.24% [353250/1251000] [282.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002453] [CE 4.572 (4.578)] [KD 5.339 (5.481)] 2024-10-12 08:48:56,706 - Train: 28.24% [353300/1251000] [282.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002453] [CE 4.780 (4.669)] [KD 5.332 (5.556)] 2024-10-12 08:49:02,569 - Train: 28.25% [353350/1251000] [282.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002453] [CE 4.757 (4.680)] [KD 5.573 (5.521)] 2024-10-12 08:49:08,472 - Train: 28.25% [353400/1251000] [282.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002453] [CE 4.533 (4.678)] [KD 5.403 (5.509)] 2024-10-12 08:49:14,267 - Train: 28.25% [353450/1251000] [282.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002452] [CE 4.327 (4.708)] [KD 5.082 (5.575)] 2024-10-12 08:49:20,309 - Train: 28.26% [353500/1251000] [282.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002452] [CE 4.618 (4.697)] [KD 5.509 (5.547)] 2024-10-12 08:49:26,109 - Train: 28.26% [353550/1251000] [282.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002452] [CE 4.764 (4.705)] [KD 5.854 (5.539)] 2024-10-12 08:49:32,029 - Train: 28.27% [353600/1251000] [282.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002452] [CE 4.671 (4.713)] [KD 5.504 (5.560)] 2024-10-12 08:49:37,942 - Train: 28.27% [353650/1251000] [282.7/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002452] [CE 4.600 (4.699)] [KD 5.516 (5.483)] 2024-10-12 08:49:44,007 - Train: 28.27% [353700/1251000] [282.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002452] [CE 4.723 (4.717)] [KD 5.838 (5.614)] 2024-10-12 08:49:50,121 - Train: 28.28% [353750/1251000] [282.8/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002452] [CE 4.658 (4.723)] [KD 5.585 (5.568)] 2024-10-12 08:49:56,028 - Train: 28.28% [353800/1251000] [282.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002451] [CE 4.978 (4.713)] [KD 5.650 (5.581)] 2024-10-12 08:50:01,869 - Train: 28.29% [353850/1251000] [282.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002451] [CE 4.665 (4.678)] [KD 5.663 (5.544)] 2024-10-12 08:50:07,716 - Train: 28.29% [353900/1251000] [282.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002451] [CE 4.405 (4.704)] [KD 5.273 (5.589)] 2024-10-12 08:50:13,628 - Train: 28.29% [353950/1251000] [282.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002451] [CE 4.808 (4.729)] [KD 5.439 (5.589)] 2024-10-12 08:50:19,487 - Train: 28.30% [354000/1251000] [283.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002451] [CE 5.196 (4.669)] [KD 5.743 (5.521)] 2024-10-12 08:50:28,169 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 32311] [top5_cnt 43093] [top_all 50000] 2024-10-12 08:50:28,170 - net: 64.622 (86.186) 2024-10-12 08:50:33,283 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 35775] [top5_cnt 45175] [top_all 50000] 2024-10-12 08:50:33,284 - net_E: 71.550 (90.350) 2024-10-12 08:50:33,421 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.566 (epoch: 272)] 2024-10-12 08:50:33,421 - ==> Total time: 12:12:46 Eta: 1 day, 6:56:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:50:37,233 - Train: 28.30% [354050/1251000] [283.0/1000.0] [batch_t 0.116 (0.159)] [data_t 0.003] [optim_t 0.113] [lr 0.002451] [CE 4.970 (4.648)] [KD 5.636 (5.319)] 2024-10-12 08:50:43,337 - Train: 28.31% [354100/1251000] [283.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002451] [CE 4.492 (4.646)] [KD 5.361 (5.418)] 2024-10-12 08:50:49,284 - Train: 28.31% [354150/1251000] [283.1/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002450] [CE 4.537 (4.630)] [KD 5.162 (5.464)] 2024-10-12 08:50:55,156 - Train: 28.31% [354200/1251000] [283.1/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002450] [CE 4.579 (4.700)] [KD 5.525 (5.430)] 2024-10-12 08:51:01,167 - Train: 28.32% [354250/1251000] [283.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002450] [CE 4.578 (4.582)] [KD 5.059 (5.402)] 2024-10-12 08:51:07,038 - Train: 28.32% [354300/1251000] [283.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002450] [CE 4.395 (4.635)] [KD 5.084 (5.425)] 2024-10-12 08:51:12,987 - Train: 28.33% [354350/1251000] [283.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002450] [CE 4.698 (4.632)] [KD 5.582 (5.396)] 2024-10-12 08:51:19,123 - Train: 28.33% [354400/1251000] [283.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002450] [CE 4.955 (4.749)] [KD 5.769 (5.590)] 2024-10-12 08:51:25,127 - Train: 28.33% [354450/1251000] [283.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002450] [CE 4.159 (4.676)] [KD 5.452 (5.461)] 2024-10-12 08:51:31,288 - Train: 28.34% [354500/1251000] [283.4/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002449] [CE 4.998 (4.633)] [KD 5.710 (5.522)] 2024-10-12 08:51:37,254 - Train: 28.34% [354550/1251000] [283.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002449] [CE 4.017 (4.675)] [KD 5.261 (5.509)] 2024-10-12 08:51:43,199 - Train: 28.35% [354600/1251000] [283.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002449] [CE 5.159 (4.803)] [KD 5.350 (5.518)] 2024-10-12 08:51:49,125 - Train: 28.35% [354650/1251000] [283.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002449] [CE 4.627 (4.676)] [KD 5.409 (5.532)] 2024-10-12 08:51:55,153 - Train: 28.35% [354700/1251000] [283.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002449] [CE 5.139 (4.738)] [KD 5.695 (5.490)] 2024-10-12 08:52:00,966 - Train: 28.36% [354750/1251000] [283.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002449] [CE 4.860 (4.693)] [KD 5.743 (5.452)] 2024-10-12 08:52:06,779 - Train: 28.36% [354800/1251000] [283.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002449] [CE 4.372 (4.662)] [KD 5.321 (5.524)] 2024-10-12 08:52:12,579 - Train: 28.37% [354850/1251000] [283.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002448] [CE 4.921 (4.722)] [KD 5.959 (5.562)] 2024-10-12 08:52:18,825 - Train: 28.37% [354900/1251000] [283.7/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002448] [CE 4.888 (4.731)] [KD 5.626 (5.585)] 2024-10-12 08:52:24,975 - Train: 28.37% [354950/1251000] [283.7/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002448] [CE 4.803 (4.672)] [KD 5.576 (5.539)] 2024-10-12 08:52:31,125 - Train: 28.38% [355000/1251000] [283.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002448] [CE 4.314 (4.714)] [KD 5.287 (5.477)] 2024-10-12 08:52:37,093 - Train: 28.38% [355050/1251000] [283.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002448] [CE 4.630 (4.602)] [KD 5.457 (5.467)] 2024-10-12 08:52:43,006 - Train: 28.39% [355100/1251000] [283.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002448] [CE 4.070 (4.669)] [KD 5.556 (5.524)] 2024-10-12 08:52:48,850 - Train: 28.39% [355150/1251000] [283.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002448] [CE 4.655 (4.757)] [KD 5.566 (5.584)] 2024-10-12 08:52:54,704 - Train: 28.39% [355200/1251000] [283.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002447] [CE 4.672 (4.678)] [KD 5.320 (5.475)] 2024-10-12 08:53:00,746 - Train: 28.40% [355250/1251000] [284.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002447] [CE 5.317 (4.720)] [KD 5.491 (5.517)] 2024-10-12 08:53:09,458 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 31984] [top5_cnt 42904] [top_all 50000] 2024-10-12 08:53:09,459 - net: 63.968 (85.808) 2024-10-12 08:53:14,462 - Test (net_E): 100.00% [50/50] [batch_t 0.017 (0.093)] [top1_cnt 35789] [top5_cnt 45199] [top_all 50000] 2024-10-12 08:53:14,462 - net_E: 71.578 (90.398) 2024-10-12 08:53:14,594 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.578 (epoch: 284)] 2024-10-12 08:53:14,594 - ==> Total time: 12:15:27 Eta: 1 day, 6:54:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:53:20,130 - Train: 28.40% [355300/1251000] [284.0/1000.0] [batch_t 0.115 (0.144)] [data_t 0.002] [optim_t 0.113] [lr 0.002447] [CE 4.649 (4.739)] [KD 5.754 (5.551)] 2024-10-12 08:53:26,216 - Train: 28.41% [355350/1251000] [284.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002447] [CE 4.433 (4.648)] [KD 5.334 (5.419)] 2024-10-12 08:53:31,966 - Train: 28.41% [355400/1251000] [284.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002447] [CE 4.423 (4.655)] [KD 5.231 (5.382)] 2024-10-12 08:53:37,875 - Train: 28.41% [355450/1251000] [284.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002447] [CE 5.069 (4.700)] [KD 5.868 (5.517)] 2024-10-12 08:53:43,765 - Train: 28.42% [355500/1251000] [284.2/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002446] [CE 4.725 (4.734)] [KD 5.438 (5.597)] 2024-10-12 08:53:49,623 - Train: 28.42% [355550/1251000] [284.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002446] [CE 5.131 (4.568)] [KD 5.775 (5.447)] 2024-10-12 08:53:55,557 - Train: 28.43% [355600/1251000] [284.3/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002446] [CE 5.038 (4.638)] [KD 5.518 (5.390)] 2024-10-12 08:54:01,552 - Train: 28.43% [355650/1251000] [284.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002446] [CE 4.359 (4.666)] [KD 5.403 (5.428)] 2024-10-12 08:54:07,357 - Train: 28.43% [355700/1251000] [284.3/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002446] [CE 5.007 (4.680)] [KD 5.400 (5.505)] 2024-10-12 08:54:13,549 - Train: 28.44% [355750/1251000] [284.4/1000.0] [batch_t 0.112 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.002446] [CE 4.579 (4.665)] [KD 5.564 (5.473)] 2024-10-12 08:54:19,406 - Train: 28.44% [355800/1251000] [284.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002446] [CE 4.595 (4.674)] [KD 5.397 (5.412)] 2024-10-12 08:54:25,367 - Train: 28.45% [355850/1251000] [284.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002445] [CE 4.882 (4.707)] [KD 5.287 (5.466)] 2024-10-12 08:54:31,266 - Train: 28.45% [355900/1251000] [284.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002445] [CE 4.708 (4.684)] [KD 5.435 (5.425)] 2024-10-12 08:54:37,094 - Train: 28.45% [355950/1251000] [284.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002445] [CE 4.567 (4.721)] [KD 5.481 (5.491)] 2024-10-12 08:54:42,998 - Train: 28.46% [356000/1251000] [284.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002445] [CE 4.414 (4.706)] [KD 5.669 (5.443)] 2024-10-12 08:54:48,989 - Train: 28.46% [356050/1251000] [284.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002445] [CE 4.716 (4.740)] [KD 5.679 (5.523)] 2024-10-12 08:54:55,149 - Train: 28.47% [356100/1251000] [284.7/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002445] [CE 4.321 (4.644)] [KD 5.048 (5.408)] 2024-10-12 08:55:01,316 - Train: 28.47% [356150/1251000] [284.7/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.109] [lr 0.002445] [CE 4.564 (4.620)] [KD 5.548 (5.389)] 2024-10-12 08:55:07,092 - Train: 28.47% [356200/1251000] [284.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002444] [CE 4.685 (4.676)] [KD 5.650 (5.543)] 2024-10-12 08:55:12,861 - Train: 28.48% [356250/1251000] [284.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002444] [CE 4.490 (4.654)] [KD 5.421 (5.560)] 2024-10-12 08:55:18,734 - Train: 28.48% [356300/1251000] [284.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002444] [CE 4.892 (4.713)] [KD 5.579 (5.509)] 2024-10-12 08:55:24,675 - Train: 28.49% [356350/1251000] [284.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002444] [CE 5.035 (4.683)] [KD 5.810 (5.480)] 2024-10-12 08:55:30,537 - Train: 28.49% [356400/1251000] [284.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002444] [CE 4.552 (4.685)] [KD 5.348 (5.489)] 2024-10-12 08:55:36,596 - Train: 28.49% [356450/1251000] [284.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002444] [CE 4.448 (4.711)] [KD 5.484 (5.508)] 2024-10-12 08:55:42,592 - Train: 28.50% [356500/1251000] [285.0/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002444] [CE 4.558 (4.726)] [KD 5.242 (5.538)] 2024-10-12 08:55:51,501 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 31210] [top5_cnt 42378] [top_all 50000] 2024-10-12 08:55:51,501 - net: 62.420 (84.756) 2024-10-12 08:55:56,456 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35797] [top5_cnt 45169] [top_all 50000] 2024-10-12 08:55:56,456 - net_E: 71.594 (90.338) 2024-10-12 08:55:56,606 - Max [top1: 65.428 (epoch: 262)] [top1-ema: 71.594 (epoch: 285)] 2024-10-12 08:55:56,606 - ==> Total time: 12:18:09 Eta: 1 day, 6:51:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:56:02,506 - Train: 28.50% [356550/1251000] [285.0/1000.0] [batch_t 0.262 (0.145)] [data_t 0.003] [optim_t 0.259] [lr 0.002443] [CE 4.706 (4.791)] [KD 5.058 (5.506)] 2024-10-12 08:56:08,307 - Train: 28.51% [356600/1251000] [285.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002443] [CE 4.269 (4.705)] [KD 5.055 (5.479)] 2024-10-12 08:56:14,202 - Train: 28.51% [356650/1251000] [285.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002443] [CE 4.650 (4.638)] [KD 5.508 (5.416)] 2024-10-12 08:56:20,095 - Train: 28.51% [356700/1251000] [285.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002443] [CE 4.877 (4.701)] [KD 5.690 (5.504)] 2024-10-12 08:56:25,822 - Train: 28.52% [356750/1251000] [285.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002443] [CE 4.603 (4.752)] [KD 5.492 (5.521)] 2024-10-12 08:56:31,704 - Train: 28.52% [356800/1251000] [285.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002443] [CE 4.574 (4.671)] [KD 5.368 (5.499)] 2024-10-12 08:56:37,700 - Train: 28.53% [356850/1251000] [285.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002443] [CE 4.678 (4.741)] [KD 5.446 (5.498)] 2024-10-12 08:56:43,569 - Train: 28.53% [356900/1251000] [285.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002442] [CE 4.493 (4.644)] [KD 5.283 (5.554)] 2024-10-12 08:56:49,635 - Train: 28.53% [356950/1251000] [285.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002442] [CE 4.301 (4.629)] [KD 5.258 (5.427)] 2024-10-12 08:56:55,457 - Train: 28.54% [357000/1251000] [285.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002442] [CE 4.830 (4.677)] [KD 5.733 (5.553)] 2024-10-12 08:57:01,177 - Train: 28.54% [357050/1251000] [285.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002442] [CE 4.669 (4.644)] [KD 5.488 (5.422)] 2024-10-12 08:57:06,970 - Train: 28.55% [357100/1251000] [285.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002442] [CE 4.763 (4.712)] [KD 5.780 (5.553)] 2024-10-12 08:57:12,962 - Train: 28.55% [357150/1251000] [285.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002442] [CE 4.762 (4.661)] [KD 5.555 (5.477)] 2024-10-12 08:57:18,765 - Train: 28.55% [357200/1251000] [285.5/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002442] [CE 4.378 (4.654)] [KD 5.319 (5.441)] 2024-10-12 08:57:24,954 - Train: 28.56% [357250/1251000] [285.6/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002441] [CE 4.894 (4.652)] [KD 5.974 (5.500)] 2024-10-12 08:57:30,960 - Train: 28.56% [357300/1251000] [285.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002441] [CE 4.545 (4.710)] [KD 5.277 (5.532)] 2024-10-12 08:57:37,045 - Train: 28.57% [357350/1251000] [285.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002441] [CE 4.760 (4.650)] [KD 5.837 (5.534)] 2024-10-12 08:57:43,010 - Train: 28.57% [357400/1251000] [285.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002441] [CE 4.636 (4.583)] [KD 5.343 (5.474)] 2024-10-12 08:57:48,951 - Train: 28.57% [357450/1251000] [285.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002441] [CE 4.588 (4.658)] [KD 5.497 (5.546)] 2024-10-12 08:57:54,776 - Train: 28.58% [357500/1251000] [285.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002441] [CE 4.917 (4.659)] [KD 5.727 (5.485)] 2024-10-12 08:58:00,637 - Train: 28.58% [357550/1251000] [285.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002441] [CE 4.063 (4.665)] [KD 5.371 (5.537)] 2024-10-12 08:58:06,404 - Train: 28.59% [357600/1251000] [285.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002440] [CE 5.281 (4.637)] [KD 6.075 (5.519)] 2024-10-12 08:58:12,308 - Train: 28.59% [357650/1251000] [285.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002440] [CE 4.681 (4.630)] [KD 5.672 (5.481)] 2024-10-12 08:58:18,598 - Train: 28.59% [357700/1251000] [285.9/1000.0] [batch_t 0.115 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002440] [CE 5.119 (4.743)] [KD 5.500 (5.570)] 2024-10-12 08:58:24,463 - Train: 28.60% [357750/1251000] [286.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002440] [CE 4.543 (4.664)] [KD 5.854 (5.514)] 2024-10-12 08:58:33,561 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32722] [top5_cnt 43326] [top_all 50000] 2024-10-12 08:58:33,561 - net: 65.444 (86.652) 2024-10-12 08:58:38,545 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35813] [top5_cnt 45170] [top_all 50000] 2024-10-12 08:58:38,546 - net_E: 71.626 (90.340) 2024-10-12 08:58:38,680 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.626 (epoch: 286)] 2024-10-12 08:58:38,680 - ==> Total time: 12:20:51 Eta: 1 day, 6:49:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 08:58:44,883 - Train: 28.60% [357800/1251000] [286.0/1000.0] [batch_t 0.120 (0.137)] [data_t 0.003] [optim_t 0.117] [lr 0.002440] [CE 4.963 (4.774)] [KD 5.225 (5.457)] 2024-10-12 08:58:50,782 - Train: 28.61% [357850/1251000] [286.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002440] [CE 4.695 (4.690)] [KD 5.491 (5.495)] 2024-10-12 08:58:56,542 - Train: 28.61% [357900/1251000] [286.1/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002440] [CE 4.584 (4.662)] [KD 5.318 (5.421)] 2024-10-12 08:59:02,364 - Train: 28.61% [357950/1251000] [286.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002439] [CE 4.423 (4.702)] [KD 5.422 (5.426)] 2024-10-12 08:59:08,389 - Train: 28.62% [358000/1251000] [286.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002439] [CE 4.928 (4.631)] [KD 5.743 (5.467)] 2024-10-12 08:59:14,468 - Train: 28.62% [358050/1251000] [286.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002439] [CE 4.750 (4.703)] [KD 5.615 (5.431)] 2024-10-12 08:59:20,602 - Train: 28.63% [358100/1251000] [286.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002439] [CE 4.734 (4.617)] [KD 5.273 (5.384)] 2024-10-12 08:59:26,403 - Train: 28.63% [358150/1251000] [286.3/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002439] [CE 4.887 (4.721)] [KD 5.465 (5.466)] 2024-10-12 08:59:32,601 - Train: 28.63% [358200/1251000] [286.3/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002439] [CE 4.120 (4.629)] [KD 5.054 (5.328)] 2024-10-12 08:59:38,452 - Train: 28.64% [358250/1251000] [286.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002438] [CE 4.943 (4.699)] [KD 5.971 (5.482)] 2024-10-12 08:59:44,394 - Train: 28.64% [358300/1251000] [286.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002438] [CE 4.720 (4.690)] [KD 5.536 (5.480)] 2024-10-12 08:59:50,189 - Train: 28.65% [358350/1251000] [286.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002438] [CE 5.034 (4.715)] [KD 5.786 (5.554)] 2024-10-12 08:59:56,014 - Train: 28.65% [358400/1251000] [286.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002438] [CE 4.429 (4.708)] [KD 5.536 (5.519)] 2024-10-12 09:00:01,985 - Train: 28.65% [358450/1251000] [286.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002438] [CE 4.576 (4.682)] [KD 5.496 (5.471)] 2024-10-12 09:00:08,158 - Train: 28.66% [358500/1251000] [286.6/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002438] [CE 4.673 (4.782)] [KD 5.471 (5.673)] 2024-10-12 09:00:13,997 - Train: 28.66% [358550/1251000] [286.6/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.119] [lr 0.002438] [CE 4.686 (4.701)] [KD 5.393 (5.520)] 2024-10-12 09:00:20,109 - Train: 28.67% [358600/1251000] [286.7/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002437] [CE 4.675 (4.675)] [KD 5.371 (5.558)] 2024-10-12 09:00:26,131 - Train: 28.67% [358650/1251000] [286.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002437] [CE 4.680 (4.687)] [KD 5.639 (5.570)] 2024-10-12 09:00:31,971 - Train: 28.67% [358700/1251000] [286.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002437] [CE 5.051 (4.709)] [KD 5.937 (5.570)] 2024-10-12 09:00:37,759 - Train: 28.68% [358750/1251000] [286.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002437] [CE 4.951 (4.635)] [KD 5.724 (5.531)] 2024-10-12 09:00:43,486 - Train: 28.68% [358800/1251000] [286.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002437] [CE 5.268 (4.725)] [KD 5.749 (5.519)] 2024-10-12 09:00:49,451 - Train: 28.69% [358850/1251000] [286.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002437] [CE 3.938 (4.614)] [KD 5.205 (5.450)] 2024-10-12 09:00:55,270 - Train: 28.69% [358900/1251000] [286.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002437] [CE 4.384 (4.693)] [KD 5.424 (5.479)] 2024-10-12 09:01:01,407 - Train: 28.69% [358950/1251000] [286.9/1000.0] [batch_t 0.122 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002436] [CE 4.562 (4.716)] [KD 5.341 (5.544)] 2024-10-12 09:01:07,224 - Train: 28.70% [359000/1251000] [287.0/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002436] [CE 4.037 (4.698)] [KD 5.043 (5.535)] 2024-10-12 09:01:16,426 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32298] [top5_cnt 43141] [top_all 50000] 2024-10-12 09:01:16,427 - net: 64.596 (86.282) 2024-10-12 09:01:21,264 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 35785] [top5_cnt 45164] [top_all 50000] 2024-10-12 09:01:21,264 - net_E: 71.570 (90.328) 2024-10-12 09:01:21,401 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.626 (epoch: 286)] 2024-10-12 09:01:21,401 - ==> Total time: 12:23:34 Eta: 1 day, 6:47:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:01:24,552 - Train: 28.70% [359050/1251000] [287.0/1000.0] [batch_t 0.113 (0.148)] [data_t 0.002] [optim_t 0.110] [lr 0.002436] [CE 5.135 (4.746)] [KD 5.745 (5.467)] 2024-10-12 09:01:30,275 - Train: 28.71% [359100/1251000] [287.1/1000.0] [batch_t 0.121 (0.114)] [data_t 0.002] [optim_t 0.118] [lr 0.002436] [CE 4.476 (4.666)] [KD 5.354 (5.413)] 2024-10-12 09:01:36,176 - Train: 28.71% [359150/1251000] [287.1/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002436] [CE 4.676 (4.647)] [KD 5.720 (5.383)] 2024-10-12 09:01:42,267 - Train: 28.71% [359200/1251000] [287.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002436] [CE 4.652 (4.696)] [KD 5.338 (5.502)] 2024-10-12 09:01:48,001 - Train: 28.72% [359250/1251000] [287.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002436] [CE 5.112 (4.736)] [KD 5.615 (5.489)] 2024-10-12 09:01:53,896 - Train: 28.72% [359300/1251000] [287.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002435] [CE 4.576 (4.688)] [KD 5.410 (5.488)] 2024-10-12 09:02:00,081 - Train: 28.73% [359350/1251000] [287.3/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002435] [CE 4.452 (4.731)] [KD 5.179 (5.494)] 2024-10-12 09:02:05,910 - Train: 28.73% [359400/1251000] [287.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002435] [CE 4.801 (4.739)] [KD 5.703 (5.514)] 2024-10-12 09:02:11,811 - Train: 28.73% [359450/1251000] [287.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002435] [CE 5.039 (4.728)] [KD 5.461 (5.534)] 2024-10-12 09:02:17,738 - Train: 28.74% [359500/1251000] [287.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002435] [CE 4.801 (4.760)] [KD 5.466 (5.510)] 2024-10-12 09:02:23,681 - Train: 28.74% [359550/1251000] [287.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002435] [CE 4.399 (4.716)] [KD 5.362 (5.518)] 2024-10-12 09:02:29,473 - Train: 28.75% [359600/1251000] [287.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002435] [CE 4.207 (4.667)] [KD 5.095 (5.468)] 2024-10-12 09:02:35,630 - Train: 28.75% [359650/1251000] [287.5/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002434] [CE 4.470 (4.728)] [KD 5.283 (5.410)] 2024-10-12 09:02:41,379 - Train: 28.75% [359700/1251000] [287.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002434] [CE 5.190 (4.666)] [KD 5.447 (5.427)] 2024-10-12 09:02:47,263 - Train: 28.76% [359750/1251000] [287.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002434] [CE 4.267 (4.678)] [KD 5.545 (5.515)] 2024-10-12 09:02:53,200 - Train: 28.76% [359800/1251000] [287.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002434] [CE 4.864 (4.674)] [KD 5.817 (5.488)] 2024-10-12 09:02:59,102 - Train: 28.76% [359850/1251000] [287.6/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002434] [CE 4.673 (4.694)] [KD 5.373 (5.474)] 2024-10-12 09:03:05,258 - Train: 28.77% [359900/1251000] [287.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002434] [CE 4.873 (4.616)] [KD 5.489 (5.460)] 2024-10-12 09:03:11,127 - Train: 28.77% [359950/1251000] [287.7/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002434] [CE 4.462 (4.643)] [KD 5.353 (5.503)] 2024-10-12 09:03:17,211 - Train: 28.78% [360000/1251000] [287.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002433] [CE 4.283 (4.666)] [KD 5.464 (5.487)] 2024-10-12 09:03:23,364 - Train: 28.78% [360050/1251000] [287.8/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002433] [CE 4.676 (4.725)] [KD 5.478 (5.613)] 2024-10-12 09:03:29,174 - Train: 28.78% [360100/1251000] [287.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002433] [CE 4.462 (4.672)] [KD 5.357 (5.528)] 2024-10-12 09:03:35,148 - Train: 28.79% [360150/1251000] [287.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002433] [CE 4.377 (4.707)] [KD 5.649 (5.497)] 2024-10-12 09:03:41,269 - Train: 28.79% [360200/1251000] [287.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002433] [CE 5.058 (4.710)] [KD 5.520 (5.520)] 2024-10-12 09:03:47,109 - Train: 28.80% [360250/1251000] [288.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002433] [CE 4.722 (4.693)] [KD 5.691 (5.487)] 2024-10-12 09:03:56,346 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.090)] [top1_cnt 32126] [top5_cnt 43162] [top_all 50000] 2024-10-12 09:03:56,347 - net: 64.252 (86.324) 2024-10-12 09:04:01,289 - Test (net_E): 100.00% [50/50] [batch_t 0.120 (0.091)] [top1_cnt 35797] [top5_cnt 45178] [top_all 50000] 2024-10-12 09:04:01,290 - net_E: 71.594 (90.356) 2024-10-12 09:04:01,443 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.626 (epoch: 286)] 2024-10-12 09:04:01,443 - ==> Total time: 12:26:14 Eta: 1 day, 6:44:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:04:04,767 - Train: 28.80% [360300/1251000] [288.0/1000.0] [batch_t 0.115 (0.147)] [data_t 0.002] [optim_t 0.112] [lr 0.002432] [CE 4.962 (4.755)] [KD 5.741 (5.550)] 2024-10-12 09:04:10,725 - Train: 28.80% [360350/1251000] [288.0/1000.0] [batch_t 0.124 (0.119)] [data_t 0.003] [optim_t 0.122] [lr 0.002432] [CE 5.191 (4.733)] [KD 5.662 (5.577)] 2024-10-12 09:04:17,083 - Train: 28.81% [360400/1251000] [288.1/1000.0] [batch_t 0.113 (0.127)] [data_t 0.003] [optim_t 0.110] [lr 0.002432] [CE 5.031 (4.695)] [KD 5.920 (5.495)] 2024-10-12 09:04:22,909 - Train: 28.81% [360450/1251000] [288.1/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002432] [CE 4.924 (4.717)] [KD 5.663 (5.465)] 2024-10-12 09:04:28,872 - Train: 28.82% [360500/1251000] [288.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002432] [CE 4.196 (4.624)] [KD 5.296 (5.437)] 2024-10-12 09:04:34,845 - Train: 28.82% [360550/1251000] [288.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002432] [CE 5.004 (4.655)] [KD 5.437 (5.416)] 2024-10-12 09:04:40,711 - Train: 28.82% [360600/1251000] [288.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002432] [CE 4.543 (4.714)] [KD 5.114 (5.541)] 2024-10-12 09:04:46,595 - Train: 28.83% [360650/1251000] [288.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002431] [CE 4.456 (4.647)] [KD 5.446 (5.388)] 2024-10-12 09:04:52,310 - Train: 28.83% [360700/1251000] [288.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002431] [CE 4.823 (4.660)] [KD 5.500 (5.493)] 2024-10-12 09:04:58,583 - Train: 28.84% [360750/1251000] [288.4/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002431] [CE 4.599 (4.659)] [KD 5.309 (5.505)] 2024-10-12 09:05:04,309 - Train: 28.84% [360800/1251000] [288.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002431] [CE 5.000 (4.691)] [KD 5.576 (5.495)] 2024-10-12 09:05:10,163 - Train: 28.84% [360850/1251000] [288.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002431] [CE 5.043 (4.637)] [KD 5.805 (5.444)] 2024-10-12 09:05:16,051 - Train: 28.85% [360900/1251000] [288.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002431] [CE 4.878 (4.603)] [KD 5.484 (5.407)] 2024-10-12 09:05:21,856 - Train: 28.85% [360950/1251000] [288.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002431] [CE 4.409 (4.677)] [KD 5.208 (5.466)] 2024-10-12 09:05:27,703 - Train: 28.86% [361000/1251000] [288.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002430] [CE 4.693 (4.723)] [KD 5.541 (5.478)] 2024-10-12 09:05:33,690 - Train: 28.86% [361050/1251000] [288.6/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002430] [CE 4.743 (4.731)] [KD 5.232 (5.534)] 2024-10-12 09:05:39,578 - Train: 28.86% [361100/1251000] [288.6/1000.0] [batch_t 0.123 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002430] [CE 4.911 (4.643)] [KD 5.495 (5.442)] 2024-10-12 09:05:45,729 - Train: 28.87% [361150/1251000] [288.7/1000.0] [batch_t 0.124 (0.123)] [data_t 0.002] [optim_t 0.121] [lr 0.002430] [CE 4.135 (4.724)] [KD 5.060 (5.468)] 2024-10-12 09:05:51,786 - Train: 28.87% [361200/1251000] [288.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002430] [CE 4.724 (4.741)] [KD 5.562 (5.512)] 2024-10-12 09:05:57,650 - Train: 28.88% [361250/1251000] [288.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002430] [CE 4.724 (4.650)] [KD 5.728 (5.576)] 2024-10-12 09:06:03,418 - Train: 28.88% [361300/1251000] [288.8/1000.0] [batch_t 0.118 (0.115)] [data_t 0.003] [optim_t 0.116] [lr 0.002430] [CE 4.784 (4.656)] [KD 5.321 (5.454)] 2024-10-12 09:06:09,435 - Train: 28.88% [361350/1251000] [288.8/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002429] [CE 4.365 (4.684)] [KD 5.094 (5.488)] 2024-10-12 09:06:15,296 - Train: 28.89% [361400/1251000] [288.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002429] [CE 4.550 (4.678)] [KD 5.658 (5.542)] 2024-10-12 09:06:21,116 - Train: 28.89% [361450/1251000] [288.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002429] [CE 4.623 (4.720)] [KD 5.187 (5.555)] 2024-10-12 09:06:27,105 - Train: 28.90% [361500/1251000] [289.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002429] [CE 4.282 (4.700)] [KD 5.627 (5.536)] 2024-10-12 09:06:36,489 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32558] [top5_cnt 43334] [top_all 50000] 2024-10-12 09:06:36,490 - net: 65.116 (86.668) 2024-10-12 09:06:41,425 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35820] [top5_cnt 45160] [top_all 50000] 2024-10-12 09:06:41,425 - net_E: 71.640 (90.320) 2024-10-12 09:06:41,567 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.640 (epoch: 289)] 2024-10-12 09:06:41,567 - ==> Total time: 12:28:54 Eta: 1 day, 6:42:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:06:46,748 - Train: 28.90% [361550/1251000] [289.0/1000.0] [batch_t 0.113 (0.160)] [data_t 0.002] [optim_t 0.111] [lr 0.002429] [CE 4.651 (4.535)] [KD 5.185 (5.365)] 2024-10-12 09:06:52,642 - Train: 28.90% [361600/1251000] [289.0/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002429] [CE 4.500 (4.668)] [KD 5.401 (5.371)] 2024-10-12 09:06:58,906 - Train: 28.91% [361650/1251000] [289.1/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.002429] [CE 4.957 (4.704)] [KD 5.742 (5.461)] 2024-10-12 09:07:04,682 - Train: 28.91% [361700/1251000] [289.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002428] [CE 4.320 (4.718)] [KD 5.408 (5.581)] 2024-10-12 09:07:10,491 - Train: 28.92% [361750/1251000] [289.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002428] [CE 4.538 (4.685)] [KD 5.426 (5.537)] 2024-10-12 09:07:16,167 - Train: 28.92% [361800/1251000] [289.2/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.002428] [CE 4.374 (4.725)] [KD 5.393 (5.528)] 2024-10-12 09:07:22,116 - Train: 28.92% [361850/1251000] [289.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002428] [CE 4.003 (4.701)] [KD 5.321 (5.449)] 2024-10-12 09:07:28,090 - Train: 28.93% [361900/1251000] [289.3/1000.0] [batch_t 0.227 (0.119)] [data_t 0.003] [optim_t 0.224] [lr 0.002428] [CE 4.716 (4.655)] [KD 5.675 (5.461)] 2024-10-12 09:07:33,818 - Train: 28.93% [361950/1251000] [289.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002428] [CE 4.227 (4.682)] [KD 5.416 (5.559)] 2024-10-12 09:07:39,714 - Train: 28.94% [362000/1251000] [289.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002427] [CE 4.872 (4.661)] [KD 5.366 (5.478)] 2024-10-12 09:07:45,798 - Train: 28.94% [362050/1251000] [289.4/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002427] [CE 4.618 (4.728)] [KD 5.168 (5.503)] 2024-10-12 09:07:51,496 - Train: 28.94% [362100/1251000] [289.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002427] [CE 4.878 (4.672)] [KD 5.547 (5.516)] 2024-10-12 09:07:57,412 - Train: 28.95% [362150/1251000] [289.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002427] [CE 4.019 (4.654)] [KD 5.394 (5.428)] 2024-10-12 09:08:03,254 - Train: 28.95% [362200/1251000] [289.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002427] [CE 4.882 (4.722)] [KD 5.883 (5.486)] 2024-10-12 09:08:08,961 - Train: 28.96% [362250/1251000] [289.6/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002427] [CE 4.212 (4.713)] [KD 5.232 (5.465)] 2024-10-12 09:08:14,930 - Train: 28.96% [362300/1251000] [289.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002427] [CE 4.715 (4.623)] [KD 5.668 (5.390)] 2024-10-12 09:08:20,651 - Train: 28.96% [362350/1251000] [289.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002426] [CE 4.446 (4.646)] [KD 5.251 (5.387)] 2024-10-12 09:08:26,637 - Train: 28.97% [362400/1251000] [289.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002426] [CE 4.760 (4.705)] [KD 5.378 (5.440)] 2024-10-12 09:08:32,501 - Train: 28.97% [362450/1251000] [289.7/1000.0] [batch_t 0.122 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002426] [CE 4.622 (4.689)] [KD 5.522 (5.466)] 2024-10-12 09:08:38,644 - Train: 28.98% [362500/1251000] [289.8/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002426] [CE 4.752 (4.657)] [KD 5.786 (5.520)] 2024-10-12 09:08:44,449 - Train: 28.98% [362550/1251000] [289.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002426] [CE 4.362 (4.620)] [KD 5.413 (5.458)] 2024-10-12 09:08:50,260 - Train: 28.98% [362600/1251000] [289.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002426] [CE 4.266 (4.691)] [KD 5.454 (5.486)] 2024-10-12 09:08:56,148 - Train: 28.99% [362650/1251000] [289.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002426] [CE 4.620 (4.698)] [KD 5.649 (5.539)] 2024-10-12 09:09:02,079 - Train: 28.99% [362700/1251000] [289.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002425] [CE 4.675 (4.705)] [KD 5.660 (5.498)] 2024-10-12 09:09:08,047 - Train: 29.00% [362750/1251000] [290.0/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002425] [CE 4.604 (4.647)] [KD 5.358 (5.449)] 2024-10-12 09:09:17,698 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 31811] [top5_cnt 42995] [top_all 50000] 2024-10-12 09:09:17,698 - net: 63.622 (85.990) 2024-10-12 09:09:22,653 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35838] [top5_cnt 45148] [top_all 50000] 2024-10-12 09:09:22,653 - net_E: 71.676 (90.296) 2024-10-12 09:09:22,792 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.676 (epoch: 290)] 2024-10-12 09:09:22,792 - ==> Total time: 12:31:35 Eta: 1 day, 6:40:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:09:27,015 - Train: 29.00% [362800/1251000] [290.0/1000.0] [batch_t 0.112 (0.142)] [data_t 0.002] [optim_t 0.109] [lr 0.002425] [CE 5.026 (4.709)] [KD 5.788 (5.457)] 2024-10-12 09:09:32,987 - Train: 29.00% [362850/1251000] [290.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002425] [CE 4.487 (4.683)] [KD 5.366 (5.475)] 2024-10-12 09:09:38,937 - Train: 29.01% [362900/1251000] [290.1/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002425] [CE 4.999 (4.772)] [KD 5.626 (5.509)] 2024-10-12 09:09:44,596 - Train: 29.01% [362950/1251000] [290.1/1000.0] [batch_t 0.119 (0.113)] [data_t 0.003] [optim_t 0.117] [lr 0.002425] [CE 4.260 (4.648)] [KD 5.136 (5.387)] 2024-10-12 09:09:50,405 - Train: 29.02% [363000/1251000] [290.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002425] [CE 4.922 (4.696)] [KD 5.724 (5.428)] 2024-10-12 09:09:56,216 - Train: 29.02% [363050/1251000] [290.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002424] [CE 4.747 (4.710)] [KD 5.914 (5.532)] 2024-10-12 09:10:01,904 - Train: 29.02% [363100/1251000] [290.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002424] [CE 4.079 (4.713)] [KD 4.886 (5.508)] 2024-10-12 09:10:07,826 - Train: 29.03% [363150/1251000] [290.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002424] [CE 4.694 (4.649)] [KD 5.491 (5.417)] 2024-10-12 09:10:13,706 - Train: 29.03% [363200/1251000] [290.3/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002424] [CE 4.594 (4.657)] [KD 5.242 (5.466)] 2024-10-12 09:10:19,438 - Train: 29.04% [363250/1251000] [290.4/1000.0] [batch_t 0.124 (0.115)] [data_t 0.003] [optim_t 0.122] [lr 0.002424] [CE 4.861 (4.679)] [KD 5.482 (5.532)] 2024-10-12 09:10:25,463 - Train: 29.04% [363300/1251000] [290.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002424] [CE 4.963 (4.722)] [KD 5.734 (5.533)] 2024-10-12 09:10:31,385 - Train: 29.04% [363350/1251000] [290.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002424] [CE 5.032 (4.685)] [KD 5.657 (5.509)] 2024-10-12 09:10:37,064 - Train: 29.05% [363400/1251000] [290.5/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002423] [CE 4.643 (4.656)] [KD 5.445 (5.500)] 2024-10-12 09:10:42,953 - Train: 29.05% [363450/1251000] [290.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002423] [CE 4.540 (4.774)] [KD 5.294 (5.491)] 2024-10-12 09:10:48,734 - Train: 29.06% [363500/1251000] [290.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002423] [CE 4.466 (4.643)] [KD 5.712 (5.457)] 2024-10-12 09:10:54,455 - Train: 29.06% [363550/1251000] [290.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002423] [CE 4.375 (4.659)] [KD 5.076 (5.530)] 2024-10-12 09:11:00,391 - Train: 29.06% [363600/1251000] [290.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002423] [CE 4.879 (4.705)] [KD 5.806 (5.457)] 2024-10-12 09:11:06,120 - Train: 29.07% [363650/1251000] [290.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002423] [CE 4.274 (4.594)] [KD 4.906 (5.442)] 2024-10-12 09:11:12,088 - Train: 29.07% [363700/1251000] [290.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002422] [CE 4.583 (4.671)] [KD 5.361 (5.409)] 2024-10-12 09:11:18,033 - Train: 29.08% [363750/1251000] [290.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002422] [CE 4.933 (4.637)] [KD 5.168 (5.396)] 2024-10-12 09:11:23,769 - Train: 29.08% [363800/1251000] [290.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002422] [CE 4.466 (4.694)] [KD 5.245 (5.400)] 2024-10-12 09:11:29,572 - Train: 29.08% [363850/1251000] [290.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002422] [CE 4.268 (4.650)] [KD 5.390 (5.415)] 2024-10-12 09:11:35,408 - Train: 29.09% [363900/1251000] [290.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002422] [CE 4.607 (4.682)] [KD 5.161 (5.472)] 2024-10-12 09:11:41,079 - Train: 29.09% [363950/1251000] [290.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002422] [CE 4.936 (4.679)] [KD 5.582 (5.459)] 2024-10-12 09:11:47,103 - Train: 29.10% [364000/1251000] [291.0/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002422] [CE 4.900 (4.667)] [KD 5.681 (5.378)] 2024-10-12 09:11:56,589 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 32150] [top5_cnt 43007] [top_all 50000] 2024-10-12 09:11:56,589 - net: 64.300 (86.014) 2024-10-12 09:12:01,564 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35862] [top5_cnt 45131] [top_all 50000] 2024-10-12 09:12:01,564 - net_E: 71.724 (90.262) 2024-10-12 09:12:01,687 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.724 (epoch: 291)] 2024-10-12 09:12:01,687 - ==> Total time: 12:34:14 Eta: 1 day, 6:37:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:12:09,275 - Train: 29.10% [364050/1251000] [291.0/1000.0] [batch_t 0.113 (0.144)] [data_t 0.003] [optim_t 0.110] [lr 0.002421] [CE 4.509 (4.766)] [KD 5.624 (5.486)] 2024-10-12 09:12:15,107 - Train: 29.10% [364100/1251000] [291.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002421] [CE 5.092 (4.640)] [KD 5.375 (5.456)] 2024-10-12 09:12:21,239 - Train: 29.11% [364150/1251000] [291.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.002421] [CE 4.788 (4.748)] [KD 5.619 (5.478)] 2024-10-12 09:12:27,021 - Train: 29.11% [364200/1251000] [291.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002421] [CE 5.060 (4.680)] [KD 5.649 (5.435)] 2024-10-12 09:12:32,664 - Train: 29.12% [364250/1251000] [291.2/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.002421] [CE 4.621 (4.717)] [KD 5.358 (5.486)] 2024-10-12 09:12:38,521 - Train: 29.12% [364300/1251000] [291.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002421] [CE 4.430 (4.621)] [KD 5.249 (5.348)] 2024-10-12 09:12:44,486 - Train: 29.12% [364350/1251000] [291.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.002421] [CE 4.627 (4.740)] [KD 5.580 (5.452)] 2024-10-12 09:12:50,532 - Train: 29.13% [364400/1251000] [291.3/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002420] [CE 4.882 (4.652)] [KD 5.452 (5.464)] 2024-10-12 09:12:56,332 - Train: 29.13% [364450/1251000] [291.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002420] [CE 5.362 (4.736)] [KD 5.685 (5.516)] 2024-10-12 09:13:02,014 - Train: 29.14% [364500/1251000] [291.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002420] [CE 5.261 (4.731)] [KD 6.195 (5.567)] 2024-10-12 09:13:07,721 - Train: 29.14% [364550/1251000] [291.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002420] [CE 5.100 (4.710)] [KD 5.668 (5.598)] 2024-10-12 09:13:13,750 - Train: 29.14% [364600/1251000] [291.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002420] [CE 4.715 (4.734)] [KD 5.604 (5.497)] 2024-10-12 09:13:19,485 - Train: 29.15% [364650/1251000] [291.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002420] [CE 4.399 (4.697)] [KD 5.541 (5.517)] 2024-10-12 09:13:25,428 - Train: 29.15% [364700/1251000] [291.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002420] [CE 5.302 (4.693)] [KD 5.666 (5.566)] 2024-10-12 09:13:31,328 - Train: 29.16% [364750/1251000] [291.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002419] [CE 4.827 (4.723)] [KD 5.682 (5.468)] 2024-10-12 09:13:37,213 - Train: 29.16% [364800/1251000] [291.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002419] [CE 4.838 (4.664)] [KD 5.638 (5.480)] 2024-10-12 09:13:43,121 - Train: 29.16% [364850/1251000] [291.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002419] [CE 4.661 (4.667)] [KD 5.877 (5.537)] 2024-10-12 09:13:49,120 - Train: 29.17% [364900/1251000] [291.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002419] [CE 4.989 (4.697)] [KD 5.926 (5.505)] 2024-10-12 09:13:55,092 - Train: 29.17% [364950/1251000] [291.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002419] [CE 4.537 (4.662)] [KD 5.468 (5.497)] 2024-10-12 09:14:01,012 - Train: 29.18% [365000/1251000] [291.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002419] [CE 5.017 (4.705)] [KD 5.915 (5.525)] 2024-10-12 09:14:06,909 - Train: 29.18% [365050/1251000] [291.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002418] [CE 4.109 (4.728)] [KD 5.489 (5.508)] 2024-10-12 09:14:12,667 - Train: 29.18% [365100/1251000] [291.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002418] [CE 4.805 (4.711)] [KD 5.640 (5.540)] 2024-10-12 09:14:18,674 - Train: 29.19% [365150/1251000] [291.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002418] [CE 4.626 (4.687)] [KD 5.210 (5.511)] 2024-10-12 09:14:24,544 - Train: 29.19% [365200/1251000] [291.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002418] [CE 5.005 (4.684)] [KD 6.060 (5.564)] 2024-10-12 09:14:30,614 - Train: 29.20% [365250/1251000] [292.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002418] [CE 5.004 (4.756)] [KD 5.600 (5.545)] 2024-10-12 09:14:40,460 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32239] [top5_cnt 43156] [top_all 50000] 2024-10-12 09:14:40,460 - net: 64.478 (86.312) 2024-10-12 09:14:45,373 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35873] [top5_cnt 45137] [top_all 50000] 2024-10-12 09:14:45,373 - net_E: 71.746 (90.274) 2024-10-12 09:14:45,502 - Max [top1: 65.444 (epoch: 286)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:14:45,502 - ==> Total time: 12:36:58 Eta: 1 day, 6:35:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:14:49,358 - Train: 29.20% [365300/1251000] [292.0/1000.0] [batch_t 0.115 (0.145)] [data_t 0.002] [optim_t 0.113] [lr 0.002418] [CE 4.706 (4.680)] [KD 5.269 (5.440)] 2024-10-12 09:14:55,111 - Train: 29.20% [365350/1251000] [292.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002418] [CE 4.421 (4.677)] [KD 5.383 (5.491)] 2024-10-12 09:15:01,033 - Train: 29.21% [365400/1251000] [292.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002417] [CE 5.169 (4.766)] [KD 5.694 (5.562)] 2024-10-12 09:15:07,140 - Train: 29.21% [365450/1251000] [292.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002417] [CE 4.435 (4.607)] [KD 5.245 (5.429)] 2024-10-12 09:15:12,989 - Train: 29.22% [365500/1251000] [292.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002417] [CE 5.075 (4.676)] [KD 5.491 (5.361)] 2024-10-12 09:15:18,927 - Train: 29.22% [365550/1251000] [292.2/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002417] [CE 4.711 (4.705)] [KD 5.544 (5.420)] 2024-10-12 09:15:25,065 - Train: 29.22% [365600/1251000] [292.2/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002417] [CE 5.042 (4.706)] [KD 5.508 (5.456)] 2024-10-12 09:15:31,300 - Train: 29.23% [365650/1251000] [292.3/1000.0] [batch_t 0.112 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.002417] [CE 5.020 (4.706)] [KD 5.766 (5.448)] 2024-10-12 09:15:37,185 - Train: 29.23% [365700/1251000] [292.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002417] [CE 4.505 (4.711)] [KD 5.472 (5.420)] 2024-10-12 09:15:42,931 - Train: 29.24% [365750/1251000] [292.4/1000.0] [batch_t 0.119 (0.115)] [data_t 0.003] [optim_t 0.116] [lr 0.002416] [CE 4.651 (4.638)] [KD 5.252 (5.343)] 2024-10-12 09:15:48,769 - Train: 29.24% [365800/1251000] [292.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002416] [CE 4.706 (4.684)] [KD 5.430 (5.444)] 2024-10-12 09:15:54,627 - Train: 29.24% [365850/1251000] [292.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002416] [CE 4.470 (4.681)] [KD 5.327 (5.436)] 2024-10-12 09:16:00,537 - Train: 29.25% [365900/1251000] [292.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002416] [CE 4.624 (4.664)] [KD 5.228 (5.423)] 2024-10-12 09:16:06,358 - Train: 29.25% [365950/1251000] [292.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002416] [CE 4.902 (4.702)] [KD 5.685 (5.501)] 2024-10-12 09:16:12,499 - Train: 29.26% [366000/1251000] [292.6/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002416] [CE 4.519 (4.642)] [KD 5.230 (5.499)] 2024-10-12 09:16:18,404 - Train: 29.26% [366050/1251000] [292.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002416] [CE 5.003 (4.691)] [KD 5.249 (5.456)] 2024-10-12 09:16:24,509 - Train: 29.26% [366100/1251000] [292.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002415] [CE 5.396 (4.613)] [KD 5.622 (5.355)] 2024-10-12 09:16:30,238 - Train: 29.27% [366150/1251000] [292.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002415] [CE 4.251 (4.706)] [KD 5.225 (5.506)] 2024-10-12 09:16:36,102 - Train: 29.27% [366200/1251000] [292.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002415] [CE 4.659 (4.650)] [KD 5.473 (5.372)] 2024-10-12 09:16:41,867 - Train: 29.28% [366250/1251000] [292.8/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002415] [CE 4.497 (4.667)] [KD 5.699 (5.458)] 2024-10-12 09:16:48,007 - Train: 29.28% [366300/1251000] [292.8/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002415] [CE 5.030 (4.714)] [KD 5.706 (5.477)] 2024-10-12 09:16:53,792 - Train: 29.28% [366350/1251000] [292.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002415] [CE 4.672 (4.705)] [KD 5.421 (5.495)] 2024-10-12 09:16:59,700 - Train: 29.29% [366400/1251000] [292.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002414] [CE 4.794 (4.681)] [KD 5.638 (5.533)] 2024-10-12 09:17:05,675 - Train: 29.29% [366450/1251000] [292.9/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002414] [CE 4.903 (4.760)] [KD 5.597 (5.515)] 2024-10-12 09:17:11,704 - Train: 29.30% [366500/1251000] [293.0/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002414] [CE 4.129 (4.707)] [KD 4.959 (5.477)] 2024-10-12 09:17:21,493 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32777] [top5_cnt 43452] [top_all 50000] 2024-10-12 09:17:21,494 - net: 65.554 (86.904) 2024-10-12 09:17:26,709 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.098)] [top1_cnt 35823] [top5_cnt 45136] [top_all 50000] 2024-10-12 09:17:26,710 - net_E: 71.646 (90.272) 2024-10-12 09:17:26,845 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:17:26,845 - ==> Total time: 12:39:39 Eta: 1 day, 6:33:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:17:30,711 - Train: 29.30% [366550/1251000] [293.0/1000.0] [batch_t 0.116 (0.159)] [data_t 0.002] [optim_t 0.113] [lr 0.002414] [CE 4.682 (4.697)] [KD 5.288 (5.357)] 2024-10-12 09:17:36,729 - Train: 29.30% [366600/1251000] [293.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002414] [CE 4.903 (4.699)] [KD 5.808 (5.373)] 2024-10-12 09:17:42,824 - Train: 29.31% [366650/1251000] [293.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002414] [CE 4.655 (4.763)] [KD 5.449 (5.503)] 2024-10-12 09:17:48,966 - Train: 29.31% [366700/1251000] [293.1/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002414] [CE 4.704 (4.683)] [KD 5.549 (5.457)] 2024-10-12 09:17:54,920 - Train: 29.32% [366750/1251000] [293.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002413] [CE 4.733 (4.645)] [KD 5.791 (5.481)] 2024-10-12 09:18:00,873 - Train: 29.32% [366800/1251000] [293.2/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002413] [CE 4.692 (4.721)] [KD 5.633 (5.532)] 2024-10-12 09:18:06,712 - Train: 29.32% [366850/1251000] [293.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002413] [CE 3.997 (4.772)] [KD 5.362 (5.447)] 2024-10-12 09:18:12,789 - Train: 29.33% [366900/1251000] [293.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002413] [CE 4.307 (4.699)] [KD 5.050 (5.432)] 2024-10-12 09:18:18,593 - Train: 29.33% [366950/1251000] [293.3/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.002413] [CE 4.525 (4.700)] [KD 5.276 (5.444)] 2024-10-12 09:18:24,692 - Train: 29.34% [367000/1251000] [293.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002413] [CE 4.831 (4.660)] [KD 5.443 (5.380)] 2024-10-12 09:18:30,679 - Train: 29.34% [367050/1251000] [293.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002413] [CE 4.368 (4.655)] [KD 5.567 (5.430)] 2024-10-12 09:18:36,588 - Train: 29.34% [367100/1251000] [293.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002412] [CE 4.848 (4.720)] [KD 5.642 (5.486)] 2024-10-12 09:18:42,632 - Train: 29.35% [367150/1251000] [293.5/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002412] [CE 4.007 (4.673)] [KD 5.236 (5.489)] 2024-10-12 09:18:48,635 - Train: 29.35% [367200/1251000] [293.5/1000.0] [batch_t 0.125 (0.120)] [data_t 0.002] [optim_t 0.122] [lr 0.002412] [CE 4.699 (4.717)] [KD 5.200 (5.531)] 2024-10-12 09:18:54,546 - Train: 29.36% [367250/1251000] [293.6/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002412] [CE 4.514 (4.634)] [KD 5.379 (5.439)] 2024-10-12 09:19:00,655 - Train: 29.36% [367300/1251000] [293.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002412] [CE 4.127 (4.662)] [KD 5.313 (5.470)] 2024-10-12 09:19:06,623 - Train: 29.36% [367350/1251000] [293.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002412] [CE 4.338 (4.582)] [KD 5.279 (5.467)] 2024-10-12 09:19:12,398 - Train: 29.37% [367400/1251000] [293.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002412] [CE 4.917 (4.680)] [KD 5.772 (5.469)] 2024-10-12 09:19:18,273 - Train: 29.37% [367450/1251000] [293.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002411] [CE 4.094 (4.602)] [KD 4.717 (5.460)] 2024-10-12 09:19:24,289 - Train: 29.38% [367500/1251000] [293.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002411] [CE 4.661 (4.703)] [KD 5.738 (5.511)] 2024-10-12 09:19:30,336 - Train: 29.38% [367550/1251000] [293.8/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002411] [CE 4.600 (4.637)] [KD 5.614 (5.491)] 2024-10-12 09:19:36,330 - Train: 29.38% [367600/1251000] [293.8/1000.0] [batch_t 0.124 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002411] [CE 4.867 (4.740)] [KD 5.706 (5.466)] 2024-10-12 09:19:42,269 - Train: 29.39% [367650/1251000] [293.9/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002411] [CE 4.625 (4.690)] [KD 5.348 (5.529)] 2024-10-12 09:19:48,320 - Train: 29.39% [367700/1251000] [293.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002411] [CE 4.512 (4.665)] [KD 5.266 (5.500)] 2024-10-12 09:19:54,542 - Train: 29.40% [367750/1251000] [294.0/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002410] [CE 4.870 (4.680)] [KD 5.426 (5.512)] 2024-10-12 09:20:04,567 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 31827] [top5_cnt 42818] [top_all 50000] 2024-10-12 09:20:04,568 - net: 63.654 (85.636) 2024-10-12 09:20:09,557 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35776] [top5_cnt 45158] [top_all 50000] 2024-10-12 09:20:09,557 - net_E: 71.552 (90.316) 2024-10-12 09:20:09,690 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:20:09,690 - ==> Total time: 12:42:22 Eta: 1 day, 6:30:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:20:11,788 - Train: 29.40% [367800/1251000] [294.0/1000.0] [batch_t 0.114 (0.185)] [data_t 0.003] [optim_t 0.112] [lr 0.002410] [CE 4.679 (4.524)] [KD 5.498 (5.435)] 2024-10-12 09:20:17,782 - Train: 29.40% [367850/1251000] [294.0/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002410] [CE 5.020 (4.641)] [KD 5.653 (5.426)] 2024-10-12 09:20:23,664 - Train: 29.41% [367900/1251000] [294.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002410] [CE 4.725 (4.651)] [KD 5.352 (5.455)] 2024-10-12 09:20:29,518 - Train: 29.41% [367950/1251000] [294.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002410] [CE 4.514 (4.621)] [KD 5.272 (5.423)] 2024-10-12 09:20:35,495 - Train: 29.42% [368000/1251000] [294.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002410] [CE 4.941 (4.655)] [KD 5.807 (5.457)] 2024-10-12 09:20:41,351 - Train: 29.42% [368050/1251000] [294.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002410] [CE 4.600 (4.699)] [KD 5.193 (5.486)] 2024-10-12 09:20:47,127 - Train: 29.42% [368100/1251000] [294.2/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002409] [CE 5.001 (4.699)] [KD 5.532 (5.379)] 2024-10-12 09:20:53,068 - Train: 29.43% [368150/1251000] [294.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002409] [CE 4.396 (4.618)] [KD 5.770 (5.371)] 2024-10-12 09:20:58,797 - Train: 29.43% [368200/1251000] [294.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002409] [CE 4.948 (4.702)] [KD 5.652 (5.465)] 2024-10-12 09:21:04,633 - Train: 29.44% [368250/1251000] [294.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002409] [CE 4.570 (4.707)] [KD 5.502 (5.543)] 2024-10-12 09:21:10,628 - Train: 29.44% [368300/1251000] [294.4/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002409] [CE 4.363 (4.611)] [KD 5.542 (5.433)] 2024-10-12 09:21:16,515 - Train: 29.44% [368350/1251000] [294.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002409] [CE 5.324 (4.614)] [KD 6.064 (5.512)] 2024-10-12 09:21:22,575 - Train: 29.45% [368400/1251000] [294.5/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002409] [CE 4.570 (4.719)] [KD 5.330 (5.535)] 2024-10-12 09:21:28,551 - Train: 29.45% [368450/1251000] [294.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002408] [CE 5.118 (4.677)] [KD 5.782 (5.411)] 2024-10-12 09:21:34,418 - Train: 29.46% [368500/1251000] [294.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002408] [CE 5.119 (4.720)] [KD 5.537 (5.505)] 2024-10-12 09:21:40,476 - Train: 29.46% [368550/1251000] [294.6/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002408] [CE 4.459 (4.673)] [KD 5.460 (5.493)] 2024-10-12 09:21:46,336 - Train: 29.46% [368600/1251000] [294.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002408] [CE 4.810 (4.767)] [KD 5.582 (5.494)] 2024-10-12 09:21:52,160 - Train: 29.47% [368650/1251000] [294.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002408] [CE 4.959 (4.651)] [KD 5.558 (5.505)] 2024-10-12 09:21:57,960 - Train: 29.47% [368700/1251000] [294.7/1000.0] [batch_t 0.225 (0.116)] [data_t 0.002] [optim_t 0.223] [lr 0.002408] [CE 4.292 (4.723)] [KD 5.609 (5.528)] 2024-10-12 09:22:03,816 - Train: 29.48% [368750/1251000] [294.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002408] [CE 4.945 (4.742)] [KD 5.580 (5.556)] 2024-10-12 09:22:09,668 - Train: 29.48% [368800/1251000] [294.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002407] [CE 4.581 (4.699)] [KD 5.590 (5.527)] 2024-10-12 09:22:15,658 - Train: 29.48% [368850/1251000] [294.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002407] [CE 4.549 (4.696)] [KD 5.296 (5.530)] 2024-10-12 09:22:21,623 - Train: 29.49% [368900/1251000] [294.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002407] [CE 4.858 (4.705)] [KD 5.769 (5.526)] 2024-10-12 09:22:27,383 - Train: 29.49% [368950/1251000] [294.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002407] [CE 4.858 (4.718)] [KD 5.560 (5.552)] 2024-10-12 09:22:33,442 - Train: 29.50% [369000/1251000] [295.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002407] [CE 4.534 (4.654)] [KD 5.517 (5.520)] 2024-10-12 09:22:43,731 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 32591] [top5_cnt 43353] [top_all 50000] 2024-10-12 09:22:43,732 - net: 65.182 (86.706) 2024-10-12 09:22:48,700 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 35751] [top5_cnt 45171] [top_all 50000] 2024-10-12 09:22:48,700 - net_E: 71.502 (90.342) 2024-10-12 09:22:48,840 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:22:48,840 - ==> Total time: 12:45:01 Eta: 1 day, 6:28:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:22:51,096 - Train: 29.50% [369050/1251000] [295.0/1000.0] [batch_t 0.118 (0.226)] [data_t 0.002] [optim_t 0.116] [lr 0.002407] [CE 4.538 (4.741)] [KD 5.275 (5.361)] 2024-10-12 09:22:56,825 - Train: 29.50% [369100/1251000] [295.0/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002406] [CE 5.209 (4.702)] [KD 5.893 (5.464)] 2024-10-12 09:23:02,877 - Train: 29.51% [369150/1251000] [295.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002406] [CE 5.141 (4.739)] [KD 5.795 (5.525)] 2024-10-12 09:23:08,956 - Train: 29.51% [369200/1251000] [295.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002406] [CE 4.789 (4.640)] [KD 5.431 (5.446)] 2024-10-12 09:23:15,068 - Train: 29.52% [369250/1251000] [295.2/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002406] [CE 4.502 (4.710)] [KD 5.507 (5.552)] 2024-10-12 09:23:20,903 - Train: 29.52% [369300/1251000] [295.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002406] [CE 4.346 (4.712)] [KD 5.760 (5.497)] 2024-10-12 09:23:26,618 - Train: 29.52% [369350/1251000] [295.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.003] [optim_t 0.114] [lr 0.002406] [CE 4.795 (4.715)] [KD 5.498 (5.487)] 2024-10-12 09:23:32,639 - Train: 29.53% [369400/1251000] [295.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002406] [CE 4.939 (4.773)] [KD 5.614 (5.444)] 2024-10-12 09:23:38,480 - Train: 29.53% [369450/1251000] [295.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002405] [CE 4.419 (4.678)] [KD 5.405 (5.457)] 2024-10-12 09:23:44,315 - Train: 29.54% [369500/1251000] [295.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002405] [CE 4.290 (4.583)] [KD 5.277 (5.446)] 2024-10-12 09:23:49,970 - Train: 29.54% [369550/1251000] [295.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002405] [CE 4.397 (4.668)] [KD 5.582 (5.503)] 2024-10-12 09:23:55,748 - Train: 29.54% [369600/1251000] [295.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002405] [CE 4.243 (4.620)] [KD 5.112 (5.414)] 2024-10-12 09:24:01,607 - Train: 29.55% [369650/1251000] [295.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002405] [CE 4.918 (4.684)] [KD 5.282 (5.495)] 2024-10-12 09:24:07,401 - Train: 29.55% [369700/1251000] [295.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002405] [CE 4.654 (4.760)] [KD 5.192 (5.515)] 2024-10-12 09:24:13,340 - Train: 29.56% [369750/1251000] [295.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002405] [CE 4.142 (4.726)] [KD 5.391 (5.497)] 2024-10-12 09:24:19,271 - Train: 29.56% [369800/1251000] [295.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002404] [CE 4.687 (4.720)] [KD 5.748 (5.558)] 2024-10-12 09:24:24,963 - Train: 29.56% [369850/1251000] [295.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002404] [CE 5.213 (4.748)] [KD 5.726 (5.527)] 2024-10-12 09:24:30,683 - Train: 29.57% [369900/1251000] [295.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002404] [CE 4.777 (4.755)] [KD 5.199 (5.551)] 2024-10-12 09:24:36,392 - Train: 29.57% [369950/1251000] [295.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002404] [CE 4.593 (4.675)] [KD 5.395 (5.415)] 2024-10-12 09:24:42,384 - Train: 29.58% [370000/1251000] [295.8/1000.0] [batch_t 0.248 (0.120)] [data_t 0.002] [optim_t 0.245] [lr 0.002404] [CE 4.747 (4.696)] [KD 5.577 (5.454)] 2024-10-12 09:24:48,356 - Train: 29.58% [370050/1251000] [295.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002404] [CE 4.344 (4.694)] [KD 5.476 (5.437)] 2024-10-12 09:24:54,424 - Train: 29.58% [370100/1251000] [295.8/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002403] [CE 4.563 (4.698)] [KD 5.529 (5.514)] 2024-10-12 09:25:00,117 - Train: 29.59% [370150/1251000] [295.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002403] [CE 4.991 (4.769)] [KD 5.585 (5.522)] 2024-10-12 09:25:05,867 - Train: 29.59% [370200/1251000] [295.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002403] [CE 4.455 (4.659)] [KD 5.478 (5.455)] 2024-10-12 09:25:11,722 - Train: 29.60% [370250/1251000] [296.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002403] [CE 4.393 (4.683)] [KD 5.168 (5.466)] 2024-10-12 09:25:22,027 - Test (net): 100.00% [50/50] [batch_t 0.094 (0.095)] [top1_cnt 31949] [top5_cnt 42881] [top_all 50000] 2024-10-12 09:25:22,027 - net: 63.898 (85.762) 2024-10-12 09:25:26,894 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 35771] [top5_cnt 45190] [top_all 50000] 2024-10-12 09:25:26,895 - net_E: 71.542 (90.380) 2024-10-12 09:25:27,017 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:25:27,018 - ==> Total time: 12:47:39 Eta: 1 day, 6:25:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:25:29,397 - Train: 29.60% [370300/1251000] [296.0/1000.0] [batch_t 0.249 (0.236)] [data_t 0.002] [optim_t 0.246] [lr 0.002403] [CE 4.323 (4.611)] [KD 5.174 (5.302)] 2024-10-12 09:25:35,222 - Train: 29.60% [370350/1251000] [296.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002403] [CE 4.003 (4.667)] [KD 5.158 (5.413)] 2024-10-12 09:25:41,431 - Train: 29.61% [370400/1251000] [296.1/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002403] [CE 4.876 (4.649)] [KD 5.073 (5.389)] 2024-10-12 09:25:47,297 - Train: 29.61% [370450/1251000] [296.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002402] [CE 4.854 (4.625)] [KD 5.619 (5.353)] 2024-10-12 09:25:53,338 - Train: 29.62% [370500/1251000] [296.2/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002402] [CE 5.065 (4.659)] [KD 5.761 (5.405)] 2024-10-12 09:25:59,184 - Train: 29.62% [370550/1251000] [296.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002402] [CE 4.594 (4.700)] [KD 5.298 (5.451)] 2024-10-12 09:26:04,894 - Train: 29.62% [370600/1251000] [296.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002402] [CE 4.547 (4.704)] [KD 5.293 (5.427)] 2024-10-12 09:26:10,693 - Train: 29.63% [370650/1251000] [296.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002402] [CE 4.736 (4.631)] [KD 5.334 (5.472)] 2024-10-12 09:26:16,500 - Train: 29.63% [370700/1251000] [296.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002402] [CE 4.502 (4.716)] [KD 5.123 (5.460)] 2024-10-12 09:26:22,332 - Train: 29.64% [370750/1251000] [296.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002402] [CE 4.543 (4.647)] [KD 5.675 (5.533)] 2024-10-12 09:26:28,168 - Train: 29.64% [370800/1251000] [296.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002401] [CE 4.847 (4.659)] [KD 5.852 (5.546)] 2024-10-12 09:26:34,135 - Train: 29.64% [370850/1251000] [296.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002401] [CE 4.450 (4.691)] [KD 5.528 (5.426)] 2024-10-12 09:26:39,973 - Train: 29.65% [370900/1251000] [296.5/1000.0] [batch_t 0.239 (0.117)] [data_t 0.002] [optim_t 0.237] [lr 0.002401] [CE 4.501 (4.645)] [KD 5.308 (5.480)] 2024-10-12 09:26:45,933 - Train: 29.65% [370950/1251000] [296.5/1000.0] [batch_t 0.235 (0.119)] [data_t 0.002] [optim_t 0.232] [lr 0.002401] [CE 4.927 (4.627)] [KD 5.544 (5.441)] 2024-10-12 09:26:51,827 - Train: 29.66% [371000/1251000] [296.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002401] [CE 4.679 (4.700)] [KD 5.849 (5.478)] 2024-10-12 09:26:57,765 - Train: 29.66% [371050/1251000] [296.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002401] [CE 4.879 (4.751)] [KD 5.609 (5.541)] 2024-10-12 09:27:03,616 - Train: 29.66% [371100/1251000] [296.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002400] [CE 4.958 (4.648)] [KD 5.377 (5.479)] 2024-10-12 09:27:09,481 - Train: 29.67% [371150/1251000] [296.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002400] [CE 5.127 (4.742)] [KD 5.626 (5.498)] 2024-10-12 09:27:15,281 - Train: 29.67% [371200/1251000] [296.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002400] [CE 4.869 (4.736)] [KD 5.271 (5.438)] 2024-10-12 09:27:21,329 - Train: 29.68% [371250/1251000] [296.8/1000.0] [batch_t 0.110 (0.121)] [data_t 0.002] [optim_t 0.108] [lr 0.002400] [CE 4.457 (4.662)] [KD 5.428 (5.488)] 2024-10-12 09:27:27,042 - Train: 29.68% [371300/1251000] [296.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002400] [CE 4.727 (4.706)] [KD 5.533 (5.435)] 2024-10-12 09:27:32,928 - Train: 29.68% [371350/1251000] [296.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002400] [CE 4.595 (4.768)] [KD 5.442 (5.498)] 2024-10-12 09:27:38,658 - Train: 29.69% [371400/1251000] [296.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002400] [CE 4.871 (4.772)] [KD 5.554 (5.460)] 2024-10-12 09:27:44,356 - Train: 29.69% [371450/1251000] [296.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002399] [CE 4.767 (4.646)] [KD 5.475 (5.495)] 2024-10-12 09:27:50,335 - Train: 29.70% [371500/1251000] [297.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002399] [CE 4.043 (4.680)] [KD 4.982 (5.441)] 2024-10-12 09:28:00,723 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32345] [top5_cnt 43158] [top_all 50000] 2024-10-12 09:28:00,724 - net: 64.690 (86.316) 2024-10-12 09:28:05,689 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.093)] [top1_cnt 35786] [top5_cnt 45212] [top_all 50000] 2024-10-12 09:28:05,689 - net_E: 71.572 (90.424) 2024-10-12 09:28:05,812 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:28:05,812 - ==> Total time: 12:50:18 Eta: 1 day, 6:23:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:28:07,657 - Train: 29.70% [371550/1251000] [297.0/1000.0] [batch_t 0.118 (0.252)] [data_t 0.003] [optim_t 0.116] [lr 0.002399] [CE 4.783 (4.710)] [KD 5.538 (5.379)] 2024-10-12 09:28:13,693 - Train: 29.70% [371600/1251000] [297.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002399] [CE 5.252 (4.604)] [KD 5.358 (5.362)] 2024-10-12 09:28:19,852 - Train: 29.71% [371650/1251000] [297.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002399] [CE 4.746 (4.679)] [KD 5.304 (5.322)] 2024-10-12 09:28:25,688 - Train: 29.71% [371700/1251000] [297.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002399] [CE 4.406 (4.679)] [KD 5.562 (5.359)] 2024-10-12 09:28:31,660 - Train: 29.72% [371750/1251000] [297.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002399] [CE 4.180 (4.661)] [KD 5.325 (5.375)] 2024-10-12 09:28:37,609 - Train: 29.72% [371800/1251000] [297.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002398] [CE 4.468 (4.674)] [KD 5.346 (5.418)] 2024-10-12 09:28:43,439 - Train: 29.72% [371850/1251000] [297.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002398] [CE 4.383 (4.692)] [KD 5.273 (5.408)] 2024-10-12 09:28:49,533 - Train: 29.73% [371900/1251000] [297.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002398] [CE 4.141 (4.617)] [KD 5.048 (5.425)] 2024-10-12 09:28:55,686 - Train: 29.73% [371950/1251000] [297.3/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002398] [CE 4.558 (4.653)] [KD 5.364 (5.456)] 2024-10-12 09:29:01,693 - Train: 29.74% [372000/1251000] [297.4/1000.0] [batch_t 0.124 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002398] [CE 4.490 (4.710)] [KD 5.359 (5.475)] 2024-10-12 09:29:07,692 - Train: 29.74% [372050/1251000] [297.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002398] [CE 4.643 (4.665)] [KD 5.528 (5.511)] 2024-10-12 09:29:13,629 - Train: 29.74% [372100/1251000] [297.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002397] [CE 4.693 (4.707)] [KD 5.484 (5.512)] 2024-10-12 09:29:19,411 - Train: 29.75% [372150/1251000] [297.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002397] [CE 4.626 (4.705)] [KD 5.443 (5.461)] 2024-10-12 09:29:25,469 - Train: 29.75% [372200/1251000] [297.5/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002397] [CE 4.811 (4.665)] [KD 5.216 (5.488)] 2024-10-12 09:29:31,259 - Train: 29.76% [372250/1251000] [297.6/1000.0] [batch_t 0.125 (0.116)] [data_t 0.003] [optim_t 0.123] [lr 0.002397] [CE 5.093 (4.737)] [KD 5.475 (5.457)] 2024-10-12 09:29:37,333 - Train: 29.76% [372300/1251000] [297.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002397] [CE 4.916 (4.668)] [KD 5.667 (5.537)] 2024-10-12 09:29:43,543 - Train: 29.76% [372350/1251000] [297.6/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002397] [CE 4.444 (4.711)] [KD 5.378 (5.471)] 2024-10-12 09:29:49,407 - Train: 29.77% [372400/1251000] [297.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002397] [CE 4.219 (4.645)] [KD 5.357 (5.486)] 2024-10-12 09:29:55,151 - Train: 29.77% [372450/1251000] [297.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002396] [CE 4.642 (4.621)] [KD 5.399 (5.434)] 2024-10-12 09:30:01,025 - Train: 29.78% [372500/1251000] [297.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002396] [CE 4.881 (4.695)] [KD 5.446 (5.465)] 2024-10-12 09:30:07,043 - Train: 29.78% [372550/1251000] [297.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002396] [CE 5.082 (4.665)] [KD 5.709 (5.467)] 2024-10-12 09:30:12,888 - Train: 29.78% [372600/1251000] [297.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002396] [CE 4.338 (4.706)] [KD 5.351 (5.522)] 2024-10-12 09:30:18,692 - Train: 29.79% [372650/1251000] [297.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002396] [CE 4.718 (4.676)] [KD 5.549 (5.443)] 2024-10-12 09:30:24,420 - Train: 29.79% [372700/1251000] [297.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002396] [CE 4.502 (4.649)] [KD 5.643 (5.537)] 2024-10-12 09:30:30,451 - Train: 29.80% [372750/1251000] [298.0/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002396] [CE 4.688 (4.695)] [KD 5.257 (5.456)] 2024-10-12 09:30:40,863 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31796] [top5_cnt 42794] [top_all 50000] 2024-10-12 09:30:40,864 - net: 63.592 (85.588) 2024-10-12 09:30:45,900 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35788] [top5_cnt 45239] [top_all 50000] 2024-10-12 09:30:45,901 - net_E: 71.576 (90.478) 2024-10-12 09:30:46,030 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:30:46,030 - ==> Total time: 12:52:58 Eta: 1 day, 6:20:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:30:47,649 - Train: 29.80% [372800/1251000] [298.0/1000.0] [batch_t 0.156 (0.303)] [data_t 0.046] [optim_t 0.110] [lr 0.002395] [CE 4.755 (5.004)] [KD 5.628 (5.667)] 2024-10-12 09:30:53,573 - Train: 29.80% [372850/1251000] [298.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002395] [CE 4.471 (4.681)] [KD 5.231 (5.418)] 2024-10-12 09:30:59,418 - Train: 29.81% [372900/1251000] [298.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002395] [CE 4.849 (4.677)] [KD 5.532 (5.418)] 2024-10-12 09:31:05,358 - Train: 29.81% [372950/1251000] [298.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002395] [CE 4.215 (4.643)] [KD 5.111 (5.453)] 2024-10-12 09:31:11,211 - Train: 29.82% [373000/1251000] [298.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002395] [CE 4.772 (4.686)] [KD 5.561 (5.494)] 2024-10-12 09:31:17,351 - Train: 29.82% [373050/1251000] [298.2/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002395] [CE 5.125 (4.707)] [KD 5.854 (5.444)] 2024-10-12 09:31:23,081 - Train: 29.82% [373100/1251000] [298.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002394] [CE 4.245 (4.633)] [KD 5.160 (5.490)] 2024-10-12 09:31:28,778 - Train: 29.83% [373150/1251000] [298.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002394] [CE 4.554 (4.667)] [KD 5.484 (5.466)] 2024-10-12 09:31:34,621 - Train: 29.83% [373200/1251000] [298.3/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002394] [CE 4.775 (4.689)] [KD 5.531 (5.444)] 2024-10-12 09:31:40,535 - Train: 29.84% [373250/1251000] [298.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002394] [CE 4.822 (4.730)] [KD 5.416 (5.408)] 2024-10-12 09:31:46,666 - Train: 29.84% [373300/1251000] [298.4/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002394] [CE 4.677 (4.692)] [KD 5.556 (5.463)] 2024-10-12 09:31:52,667 - Train: 29.84% [373350/1251000] [298.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002394] [CE 4.420 (4.681)] [KD 5.199 (5.478)] 2024-10-12 09:31:58,408 - Train: 29.85% [373400/1251000] [298.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002394] [CE 4.742 (4.702)] [KD 5.562 (5.530)] 2024-10-12 09:32:04,497 - Train: 29.85% [373450/1251000] [298.5/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002393] [CE 4.308 (4.664)] [KD 5.325 (5.439)] 2024-10-12 09:32:10,264 - Train: 29.86% [373500/1251000] [298.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002393] [CE 3.941 (4.645)] [KD 4.728 (5.370)] 2024-10-12 09:32:15,999 - Train: 29.86% [373550/1251000] [298.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002393] [CE 4.996 (4.700)] [KD 5.594 (5.486)] 2024-10-12 09:32:21,958 - Train: 29.86% [373600/1251000] [298.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002393] [CE 4.601 (4.661)] [KD 5.381 (5.401)] 2024-10-12 09:32:27,832 - Train: 29.87% [373650/1251000] [298.7/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002393] [CE 4.713 (4.670)] [KD 5.156 (5.334)] 2024-10-12 09:32:33,807 - Train: 29.87% [373700/1251000] [298.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002393] [CE 4.556 (4.703)] [KD 5.103 (5.361)] 2024-10-12 09:32:39,651 - Train: 29.88% [373750/1251000] [298.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002393] [CE 4.446 (4.630)] [KD 5.364 (5.347)] 2024-10-12 09:32:45,531 - Train: 29.88% [373800/1251000] [298.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002392] [CE 5.020 (4.667)] [KD 5.497 (5.468)] 2024-10-12 09:32:51,252 - Train: 29.88% [373850/1251000] [298.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002392] [CE 4.740 (4.695)] [KD 5.318 (5.440)] 2024-10-12 09:32:57,215 - Train: 29.89% [373900/1251000] [298.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002392] [CE 4.617 (4.686)] [KD 5.540 (5.494)] 2024-10-12 09:33:02,946 - Train: 29.89% [373950/1251000] [298.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002392] [CE 4.698 (4.645)] [KD 5.282 (5.427)] 2024-10-12 09:33:08,722 - Train: 29.90% [374000/1251000] [299.0/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002392] [CE 4.397 (4.696)] [KD 5.453 (5.471)] 2024-10-12 09:33:19,453 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31863] [top5_cnt 42817] [top_all 50000] 2024-10-12 09:33:19,453 - net: 63.726 (85.634) 2024-10-12 09:33:24,397 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35834] [top5_cnt 45236] [top_all 50000] 2024-10-12 09:33:24,397 - net_E: 71.668 (90.472) 2024-10-12 09:33:24,535 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:33:24,535 - ==> Total time: 12:55:37 Eta: 1 day, 6:18:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:33:26,178 - Train: 29.90% [374050/1251000] [299.0/1000.0] [batch_t 0.567 (0.567)] [data_t 0.442] [optim_t 0.125] [lr 0.002392] [CE 5.044 (5.044)] [KD 5.297 (5.297)] 2024-10-12 09:33:32,125 - Train: 29.90% [374100/1251000] [299.0/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002391] [CE 5.174 (4.639)] [KD 5.690 (5.389)] 2024-10-12 09:33:38,016 - Train: 29.91% [374150/1251000] [299.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002391] [CE 4.058 (4.634)] [KD 5.566 (5.396)] 2024-10-12 09:33:44,130 - Train: 29.91% [374200/1251000] [299.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002391] [CE 4.627 (4.673)] [KD 5.193 (5.461)] 2024-10-12 09:33:50,128 - Train: 29.92% [374250/1251000] [299.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002391] [CE 5.003 (4.683)] [KD 5.624 (5.555)] 2024-10-12 09:33:55,974 - Train: 29.92% [374300/1251000] [299.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002391] [CE 5.017 (4.699)] [KD 5.218 (5.505)] 2024-10-12 09:34:02,018 - Train: 29.92% [374350/1251000] [299.2/1000.0] [batch_t 0.237 (0.121)] [data_t 0.003] [optim_t 0.234] [lr 0.002391] [CE 5.056 (4.735)] [KD 5.805 (5.532)] 2024-10-12 09:34:08,098 - Train: 29.93% [374400/1251000] [299.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002391] [CE 4.590 (4.723)] [KD 5.538 (5.507)] 2024-10-12 09:34:13,967 - Train: 29.93% [374450/1251000] [299.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002390] [CE 5.018 (4.644)] [KD 5.534 (5.407)] 2024-10-12 09:34:19,857 - Train: 29.94% [374500/1251000] [299.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002390] [CE 5.435 (4.741)] [KD 5.912 (5.454)] 2024-10-12 09:34:25,748 - Train: 29.94% [374550/1251000] [299.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002390] [CE 5.018 (4.720)] [KD 5.720 (5.457)] 2024-10-12 09:34:31,602 - Train: 29.94% [374600/1251000] [299.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002390] [CE 4.559 (4.681)] [KD 5.328 (5.414)] 2024-10-12 09:34:37,827 - Train: 29.95% [374650/1251000] [299.5/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002390] [CE 5.189 (4.689)] [KD 5.750 (5.381)] 2024-10-12 09:34:43,700 - Train: 29.95% [374700/1251000] [299.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002390] [CE 5.054 (4.692)] [KD 5.738 (5.381)] 2024-10-12 09:34:49,654 - Train: 29.96% [374750/1251000] [299.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002390] [CE 4.714 (4.674)] [KD 5.292 (5.491)] 2024-10-12 09:34:55,786 - Train: 29.96% [374800/1251000] [299.6/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002389] [CE 4.372 (4.647)] [KD 5.644 (5.417)] 2024-10-12 09:35:01,785 - Train: 29.96% [374850/1251000] [299.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002389] [CE 4.970 (4.750)] [KD 5.707 (5.549)] 2024-10-12 09:35:07,693 - Train: 29.97% [374900/1251000] [299.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002389] [CE 4.814 (4.709)] [KD 5.419 (5.402)] 2024-10-12 09:35:13,746 - Train: 29.97% [374950/1251000] [299.7/1000.0] [batch_t 0.246 (0.121)] [data_t 0.003] [optim_t 0.243] [lr 0.002389] [CE 4.632 (4.711)] [KD 5.548 (5.451)] 2024-10-12 09:35:19,557 - Train: 29.98% [375000/1251000] [299.8/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002389] [CE 4.686 (4.727)] [KD 5.868 (5.522)] 2024-10-12 09:35:25,595 - Train: 29.98% [375050/1251000] [299.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002389] [CE 4.599 (4.656)] [KD 5.473 (5.462)] 2024-10-12 09:35:31,714 - Train: 29.98% [375100/1251000] [299.8/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002388] [CE 4.412 (4.608)] [KD 5.336 (5.442)] 2024-10-12 09:35:37,563 - Train: 29.99% [375150/1251000] [299.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002388] [CE 4.542 (4.720)] [KD 5.187 (5.468)] 2024-10-12 09:35:43,560 - Train: 29.99% [375200/1251000] [299.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002388] [CE 4.484 (4.660)] [KD 5.162 (5.420)] 2024-10-12 09:35:49,688 - Train: 30.00% [375250/1251000] [300.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002388] [CE 4.382 (4.612)] [KD 5.369 (5.348)] 2024-10-12 09:35:55,565 - Train: 30.00% [375300/1251000] [300.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002388] [CE 4.494 (4.648)] [KD 5.305 (5.376)] 2024-10-12 09:36:00,603 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 32179] [top5_cnt 43050] [top_all 50000] 2024-10-12 09:36:00,604 - net: 64.358 (86.100) 2024-10-12 09:36:05,636 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35845] [top5_cnt 45227] [top_all 50000] 2024-10-12 09:36:05,637 - net_E: 71.690 (90.454) 2024-10-12 09:36:05,777 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.746 (epoch: 292)] 2024-10-12 09:36:05,777 - ==> Total time: 12:58:18 Eta: 1 day, 6:16:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:36:15,380 - Train: 30.00% [375350/1251000] [300.0/1000.0] [batch_t 0.117 (0.128)] [data_t 0.003] [optim_t 0.114] [lr 0.002388] [CE 4.678 (4.688)] [KD 5.432 (5.452)] 2024-10-12 09:36:21,305 - Train: 30.01% [375400/1251000] [300.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002388] [CE 4.518 (4.644)] [KD 5.419 (5.421)] 2024-10-12 09:36:27,282 - Train: 30.01% [375450/1251000] [300.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002387] [CE 4.304 (4.640)] [KD 5.399 (5.384)] 2024-10-12 09:36:33,230 - Train: 30.02% [375500/1251000] [300.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002387] [CE 4.764 (4.643)] [KD 5.548 (5.434)] 2024-10-12 09:36:39,022 - Train: 30.02% [375550/1251000] [300.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002387] [CE 4.665 (4.705)] [KD 5.294 (5.418)] 2024-10-12 09:36:45,032 - Train: 30.02% [375600/1251000] [300.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002387] [CE 4.550 (4.711)] [KD 5.188 (5.389)] 2024-10-12 09:36:50,996 - Train: 30.03% [375650/1251000] [300.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002387] [CE 5.238 (4.710)] [KD 5.450 (5.485)] 2024-10-12 09:36:57,126 - Train: 30.03% [375700/1251000] [300.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002387] [CE 4.741 (4.657)] [KD 4.985 (5.391)] 2024-10-12 09:37:03,244 - Train: 30.04% [375750/1251000] [300.4/1000.0] [batch_t 0.123 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002387] [CE 4.372 (4.673)] [KD 5.318 (5.460)] 2024-10-12 09:37:09,311 - Train: 30.04% [375800/1251000] [300.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002386] [CE 5.017 (4.710)] [KD 5.857 (5.517)] 2024-10-12 09:37:15,116 - Train: 30.04% [375850/1251000] [300.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002386] [CE 4.923 (4.744)] [KD 5.347 (5.478)] 2024-10-12 09:37:21,121 - Train: 30.05% [375900/1251000] [300.5/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002386] [CE 4.919 (4.677)] [KD 5.407 (5.409)] 2024-10-12 09:37:26,987 - Train: 30.05% [375950/1251000] [300.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002386] [CE 4.577 (4.678)] [KD 5.492 (5.356)] 2024-10-12 09:37:32,940 - Train: 30.06% [376000/1251000] [300.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002386] [CE 4.680 (4.706)] [KD 5.847 (5.508)] 2024-10-12 09:37:38,961 - Train: 30.06% [376050/1251000] [300.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002386] [CE 4.452 (4.670)] [KD 5.529 (5.495)] 2024-10-12 09:37:44,956 - Train: 30.06% [376100/1251000] [300.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002385] [CE 4.032 (4.590)] [KD 5.258 (5.444)] 2024-10-12 09:37:50,938 - Train: 30.07% [376150/1251000] [300.7/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002385] [CE 4.968 (4.688)] [KD 5.575 (5.428)] 2024-10-12 09:37:56,978 - Train: 30.07% [376200/1251000] [300.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002385] [CE 4.908 (4.664)] [KD 5.532 (5.351)] 2024-10-12 09:38:03,009 - Train: 30.08% [376250/1251000] [300.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.004] [optim_t 0.112] [lr 0.002385] [CE 4.674 (4.696)] [KD 5.478 (5.427)] 2024-10-12 09:38:08,824 - Train: 30.08% [376300/1251000] [300.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002385] [CE 4.821 (4.638)] [KD 5.696 (5.344)] 2024-10-12 09:38:14,936 - Train: 30.08% [376350/1251000] [300.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002385] [CE 4.836 (4.719)] [KD 5.347 (5.483)] 2024-10-12 09:38:20,733 - Train: 30.09% [376400/1251000] [300.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002385] [CE 4.370 (4.669)] [KD 5.278 (5.416)] 2024-10-12 09:38:26,621 - Train: 30.09% [376450/1251000] [300.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002384] [CE 4.688 (4.702)] [KD 5.579 (5.477)] 2024-10-12 09:38:32,521 - Train: 30.10% [376500/1251000] [301.0/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002384] [CE 4.785 (4.707)] [KD 5.381 (5.529)] 2024-10-12 09:38:38,523 - Train: 30.10% [376550/1251000] [301.0/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002384] [CE 4.634 (4.716)] [KD 5.395 (5.528)] 2024-10-12 09:38:43,576 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32408] [top5_cnt 43199] [top_all 50000] 2024-10-12 09:38:43,576 - net: 64.816 (86.398) 2024-10-12 09:38:48,624 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35874] [top5_cnt 45229] [top_all 50000] 2024-10-12 09:38:48,625 - net_E: 71.748 (90.458) 2024-10-12 09:38:48,782 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.748 (epoch: 301)] 2024-10-12 09:38:48,782 - ==> Total time: 13:01:01 Eta: 1 day, 6:13:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:38:58,443 - Train: 30.10% [376600/1251000] [301.0/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.002384] [CE 4.190 (4.686)] [KD 5.091 (5.399)] 2024-10-12 09:39:04,557 - Train: 30.11% [376650/1251000] [301.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002384] [CE 5.073 (4.649)] [KD 5.663 (5.430)] 2024-10-12 09:39:10,358 - Train: 30.11% [376700/1251000] [301.1/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002384] [CE 4.806 (4.693)] [KD 5.698 (5.511)] 2024-10-12 09:39:16,293 - Train: 30.12% [376750/1251000] [301.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002383] [CE 5.016 (4.707)] [KD 5.230 (5.392)] 2024-10-12 09:39:22,126 - Train: 30.12% [376800/1251000] [301.2/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002383] [CE 4.738 (4.690)] [KD 5.528 (5.404)] 2024-10-12 09:39:28,073 - Train: 30.12% [376850/1251000] [301.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002383] [CE 4.245 (4.658)] [KD 5.072 (5.435)] 2024-10-12 09:39:34,183 - Train: 30.13% [376900/1251000] [301.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002383] [CE 4.519 (4.670)] [KD 5.260 (5.457)] 2024-10-12 09:39:40,191 - Train: 30.13% [376950/1251000] [301.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002383] [CE 4.160 (4.732)] [KD 5.008 (5.467)] 2024-10-12 09:39:46,187 - Train: 30.14% [377000/1251000] [301.4/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002383] [CE 4.325 (4.702)] [KD 5.289 (5.459)] 2024-10-12 09:39:52,178 - Train: 30.14% [377050/1251000] [301.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002383] [CE 4.732 (4.666)] [KD 5.680 (5.497)] 2024-10-12 09:39:58,183 - Train: 30.14% [377100/1251000] [301.4/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002382] [CE 4.620 (4.661)] [KD 5.230 (5.408)] 2024-10-12 09:40:04,064 - Train: 30.15% [377150/1251000] [301.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002382] [CE 4.678 (4.665)] [KD 5.670 (5.457)] 2024-10-12 09:40:10,151 - Train: 30.15% [377200/1251000] [301.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002382] [CE 4.619 (4.689)] [KD 5.563 (5.467)] 2024-10-12 09:40:16,030 - Train: 30.16% [377250/1251000] [301.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002382] [CE 4.801 (4.672)] [KD 5.614 (5.469)] 2024-10-12 09:40:22,182 - Train: 30.16% [377300/1251000] [301.6/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002382] [CE 4.273 (4.637)] [KD 4.970 (5.438)] 2024-10-12 09:40:28,223 - Train: 30.16% [377350/1251000] [301.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002382] [CE 4.482 (4.660)] [KD 5.288 (5.455)] 2024-10-12 09:40:34,215 - Train: 30.17% [377400/1251000] [301.7/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002382] [CE 4.677 (4.666)] [KD 5.774 (5.473)] 2024-10-12 09:40:40,223 - Train: 30.17% [377450/1251000] [301.7/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002381] [CE 4.167 (4.644)] [KD 5.221 (5.392)] 2024-10-12 09:40:46,325 - Train: 30.18% [377500/1251000] [301.8/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002381] [CE 4.350 (4.662)] [KD 5.490 (5.445)] 2024-10-12 09:40:52,207 - Train: 30.18% [377550/1251000] [301.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002381] [CE 4.295 (4.601)] [KD 5.293 (5.454)] 2024-10-12 09:40:58,275 - Train: 30.18% [377600/1251000] [301.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002381] [CE 4.381 (4.611)] [KD 5.403 (5.387)] 2024-10-12 09:41:04,102 - Train: 30.19% [377650/1251000] [301.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002381] [CE 4.677 (4.707)] [KD 5.602 (5.462)] 2024-10-12 09:41:10,024 - Train: 30.19% [377700/1251000] [301.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002381] [CE 4.439 (4.659)] [KD 5.450 (5.443)] 2024-10-12 09:41:16,101 - Train: 30.20% [377750/1251000] [302.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002380] [CE 4.384 (4.707)] [KD 5.284 (5.451)] 2024-10-12 09:41:21,978 - Train: 30.20% [377800/1251000] [302.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002380] [CE 4.630 (4.704)] [KD 5.391 (5.536)] 2024-10-12 09:41:27,032 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32155] [top5_cnt 43035] [top_all 50000] 2024-10-12 09:41:27,033 - net: 64.310 (86.070) 2024-10-12 09:41:31,979 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.092)] [top1_cnt 35907] [top5_cnt 45252] [top_all 50000] 2024-10-12 09:41:31,980 - net_E: 71.814 (90.504) 2024-10-12 09:41:32,117 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.814 (epoch: 302)] 2024-10-12 09:41:32,118 - ==> Total time: 13:03:44 Eta: 1 day, 6:11:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:41:41,519 - Train: 30.20% [377850/1251000] [302.0/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002380] [CE 4.347 (4.714)] [KD 5.417 (5.408)] 2024-10-12 09:41:47,568 - Train: 30.21% [377900/1251000] [302.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002380] [CE 4.999 (4.648)] [KD 5.579 (5.398)] 2024-10-12 09:41:53,508 - Train: 30.21% [377950/1251000] [302.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002380] [CE 4.566 (4.682)] [KD 5.406 (5.420)] 2024-10-12 09:41:59,349 - Train: 30.22% [378000/1251000] [302.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002380] [CE 4.609 (4.698)] [KD 5.349 (5.460)] 2024-10-12 09:42:05,105 - Train: 30.22% [378050/1251000] [302.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002380] [CE 4.763 (4.654)] [KD 5.594 (5.426)] 2024-10-12 09:42:10,969 - Train: 30.22% [378100/1251000] [302.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002379] [CE 4.377 (4.689)] [KD 5.279 (5.459)] 2024-10-12 09:42:17,232 - Train: 30.23% [378150/1251000] [302.3/1000.0] [batch_t 0.233 (0.125)] [data_t 0.002] [optim_t 0.230] [lr 0.002379] [CE 4.217 (4.674)] [KD 5.484 (5.436)] 2024-10-12 09:42:23,152 - Train: 30.23% [378200/1251000] [302.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002379] [CE 4.962 (4.699)] [KD 5.738 (5.451)] 2024-10-12 09:42:29,118 - Train: 30.24% [378250/1251000] [302.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002379] [CE 4.591 (4.677)] [KD 5.442 (5.426)] 2024-10-12 09:42:34,869 - Train: 30.24% [378300/1251000] [302.4/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002379] [CE 4.720 (4.719)] [KD 5.536 (5.516)] 2024-10-12 09:42:40,662 - Train: 30.24% [378350/1251000] [302.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002379] [CE 4.706 (4.710)] [KD 5.551 (5.544)] 2024-10-12 09:42:46,578 - Train: 30.25% [378400/1251000] [302.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002378] [CE 4.913 (4.679)] [KD 5.310 (5.461)] 2024-10-12 09:42:52,748 - Train: 30.25% [378450/1251000] [302.5/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002378] [CE 4.149 (4.723)] [KD 5.299 (5.520)] 2024-10-12 09:42:58,646 - Train: 30.26% [378500/1251000] [302.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002378] [CE 4.474 (4.677)] [KD 5.458 (5.449)] 2024-10-12 09:43:04,525 - Train: 30.26% [378550/1251000] [302.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002378] [CE 4.527 (4.672)] [KD 5.330 (5.456)] 2024-10-12 09:43:10,549 - Train: 30.26% [378600/1251000] [302.6/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002378] [CE 4.966 (4.719)] [KD 5.824 (5.415)] 2024-10-12 09:43:16,691 - Train: 30.27% [378650/1251000] [302.7/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002378] [CE 4.576 (4.654)] [KD 5.239 (5.500)] 2024-10-12 09:43:22,555 - Train: 30.27% [378700/1251000] [302.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002378] [CE 4.485 (4.679)] [KD 5.225 (5.521)] 2024-10-12 09:43:28,629 - Train: 30.28% [378750/1251000] [302.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002377] [CE 4.579 (4.698)] [KD 5.482 (5.473)] 2024-10-12 09:43:34,596 - Train: 30.28% [378800/1251000] [302.8/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002377] [CE 4.754 (4.760)] [KD 5.572 (5.491)] 2024-10-12 09:43:40,449 - Train: 30.28% [378850/1251000] [302.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002377] [CE 4.441 (4.709)] [KD 5.435 (5.370)] 2024-10-12 09:43:46,375 - Train: 30.29% [378900/1251000] [302.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002377] [CE 4.737 (4.688)] [KD 5.169 (5.537)] 2024-10-12 09:43:52,259 - Train: 30.29% [378950/1251000] [302.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002377] [CE 4.969 (4.791)] [KD 5.424 (5.499)] 2024-10-12 09:43:58,396 - Train: 30.30% [379000/1251000] [303.0/1000.0] [batch_t 0.222 (0.123)] [data_t 0.003] [optim_t 0.220] [lr 0.002377] [CE 5.091 (4.750)] [KD 5.763 (5.513)] 2024-10-12 09:44:04,318 - Train: 30.30% [379050/1251000] [303.0/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002377] [CE 4.277 (4.655)] [KD 4.824 (5.429)] 2024-10-12 09:44:09,544 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32384] [top5_cnt 43151] [top_all 50000] 2024-10-12 09:44:09,545 - net: 64.768 (86.302) 2024-10-12 09:44:14,559 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35860] [top5_cnt 45206] [top_all 50000] 2024-10-12 09:44:14,560 - net_E: 71.720 (90.412) 2024-10-12 09:44:14,681 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.814 (epoch: 302)] 2024-10-12 09:44:14,681 - ==> Total time: 13:06:27 Eta: 1 day, 6:09:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:44:22,081 - Train: 30.30% [379100/1251000] [303.0/1000.0] [batch_t 0.113 (0.128)] [data_t 0.002] [optim_t 0.111] [lr 0.002376] [CE 4.219 (4.723)] [KD 5.049 (5.405)] 2024-10-12 09:44:27,728 - Train: 30.31% [379150/1251000] [303.1/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002376] [CE 4.669 (4.701)] [KD 5.188 (5.406)] 2024-10-12 09:44:33,416 - Train: 30.31% [379200/1251000] [303.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002376] [CE 4.776 (4.656)] [KD 5.530 (5.387)] 2024-10-12 09:44:39,134 - Train: 30.32% [379250/1251000] [303.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002376] [CE 5.217 (4.651)] [KD 5.525 (5.387)] 2024-10-12 09:44:45,100 - Train: 30.32% [379300/1251000] [303.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002376] [CE 4.912 (4.670)] [KD 5.703 (5.451)] 2024-10-12 09:44:50,952 - Train: 30.32% [379350/1251000] [303.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002376] [CE 4.909 (4.753)] [KD 5.583 (5.532)] 2024-10-12 09:44:57,004 - Train: 30.33% [379400/1251000] [303.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002375] [CE 4.977 (4.707)] [KD 5.685 (5.506)] 2024-10-12 09:45:02,899 - Train: 30.33% [379450/1251000] [303.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002375] [CE 5.254 (4.658)] [KD 5.548 (5.408)] 2024-10-12 09:45:08,923 - Train: 30.34% [379500/1251000] [303.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002375] [CE 4.560 (4.718)] [KD 5.065 (5.440)] 2024-10-12 09:45:14,779 - Train: 30.34% [379550/1251000] [303.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002375] [CE 4.385 (4.599)] [KD 5.147 (5.400)] 2024-10-12 09:45:20,616 - Train: 30.34% [379600/1251000] [303.4/1000.0] [batch_t 0.226 (0.117)] [data_t 0.003] [optim_t 0.223] [lr 0.002375] [CE 4.719 (4.647)] [KD 5.562 (5.385)] 2024-10-12 09:45:26,374 - Train: 30.35% [379650/1251000] [303.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002375] [CE 4.580 (4.663)] [KD 5.446 (5.354)] 2024-10-12 09:45:32,203 - Train: 30.35% [379700/1251000] [303.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002375] [CE 5.027 (4.720)] [KD 5.475 (5.495)] 2024-10-12 09:45:37,927 - Train: 30.36% [379750/1251000] [303.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002374] [CE 4.567 (4.690)] [KD 5.533 (5.493)] 2024-10-12 09:45:43,837 - Train: 30.36% [379800/1251000] [303.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002374] [CE 4.757 (4.638)] [KD 5.282 (5.351)] 2024-10-12 09:45:49,883 - Train: 30.36% [379850/1251000] [303.6/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002374] [CE 4.288 (4.643)] [KD 5.102 (5.362)] 2024-10-12 09:45:55,985 - Train: 30.37% [379900/1251000] [303.7/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002374] [CE 4.812 (4.668)] [KD 5.608 (5.335)] 2024-10-12 09:46:01,844 - Train: 30.37% [379950/1251000] [303.7/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002374] [CE 4.405 (4.652)] [KD 5.358 (5.383)] 2024-10-12 09:46:07,586 - Train: 30.38% [380000/1251000] [303.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002374] [CE 4.454 (4.664)] [KD 5.289 (5.423)] 2024-10-12 09:46:13,337 - Train: 30.38% [380050/1251000] [303.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002373] [CE 4.806 (4.747)] [KD 5.522 (5.516)] 2024-10-12 09:46:19,150 - Train: 30.38% [380100/1251000] [303.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002373] [CE 4.414 (4.653)] [KD 5.422 (5.408)] 2024-10-12 09:46:24,965 - Train: 30.39% [380150/1251000] [303.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002373] [CE 5.016 (4.695)] [KD 5.565 (5.415)] 2024-10-12 09:46:30,757 - Train: 30.39% [380200/1251000] [303.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002373] [CE 4.868 (4.679)] [KD 5.568 (5.466)] 2024-10-12 09:46:36,867 - Train: 30.40% [380250/1251000] [304.0/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002373] [CE 5.244 (4.730)] [KD 5.942 (5.440)] 2024-10-12 09:46:42,825 - Train: 30.40% [380300/1251000] [304.0/1000.0] [batch_t 0.110 (0.119)] [data_t 0.002] [optim_t 0.107] [lr 0.002373] [CE 4.538 (4.766)] [KD 5.599 (5.564)] 2024-10-12 09:46:48,078 - Test (net): 100.00% [50/50] [batch_t 0.067 (0.092)] [top1_cnt 31859] [top5_cnt 42860] [top_all 50000] 2024-10-12 09:46:48,079 - net: 63.718 (85.720) 2024-10-12 09:46:53,135 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35861] [top5_cnt 45216] [top_all 50000] 2024-10-12 09:46:53,136 - net_E: 71.722 (90.432) 2024-10-12 09:46:53,261 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.814 (epoch: 302)] 2024-10-12 09:46:53,262 - ==> Total time: 13:09:05 Eta: 1 day, 6:06:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:47:00,595 - Train: 30.40% [380350/1251000] [304.0/1000.0] [batch_t 0.113 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002373] [CE 4.717 (4.701)] [KD 5.313 (5.449)] 2024-10-12 09:47:06,392 - Train: 30.41% [380400/1251000] [304.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002372] [CE 4.192 (4.655)] [KD 5.271 (5.461)] 2024-10-12 09:47:12,137 - Train: 30.41% [380450/1251000] [304.1/1000.0] [batch_t 0.123 (0.115)] [data_t 0.002] [optim_t 0.121] [lr 0.002372] [CE 4.328 (4.672)] [KD 5.560 (5.415)] 2024-10-12 09:47:17,981 - Train: 30.42% [380500/1251000] [304.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002372] [CE 4.115 (4.656)] [KD 4.967 (5.431)] 2024-10-12 09:47:23,828 - Train: 30.42% [380550/1251000] [304.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002372] [CE 4.042 (4.601)] [KD 5.613 (5.478)] 2024-10-12 09:47:29,595 - Train: 30.42% [380600/1251000] [304.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002372] [CE 4.972 (4.619)] [KD 5.420 (5.383)] 2024-10-12 09:47:35,510 - Train: 30.43% [380650/1251000] [304.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002372] [CE 4.639 (4.623)] [KD 5.490 (5.326)] 2024-10-12 09:47:41,834 - Train: 30.43% [380700/1251000] [304.3/1000.0] [batch_t 0.252 (0.126)] [data_t 0.003] [optim_t 0.250] [lr 0.002371] [CE 4.194 (4.678)] [KD 5.226 (5.329)] 2024-10-12 09:47:47,598 - Train: 30.44% [380750/1251000] [304.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002371] [CE 5.117 (4.685)] [KD 5.934 (5.422)] 2024-10-12 09:47:53,667 - Train: 30.44% [380800/1251000] [304.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002371] [CE 5.127 (4.653)] [KD 5.569 (5.408)] 2024-10-12 09:47:59,529 - Train: 30.44% [380850/1251000] [304.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002371] [CE 4.954 (4.630)] [KD 5.349 (5.393)] 2024-10-12 09:48:05,383 - Train: 30.45% [380900/1251000] [304.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002371] [CE 5.248 (4.706)] [KD 5.716 (5.486)] 2024-10-12 09:48:11,201 - Train: 30.45% [380950/1251000] [304.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002371] [CE 4.984 (4.756)] [KD 5.344 (5.531)] 2024-10-12 09:48:17,162 - Train: 30.46% [381000/1251000] [304.6/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002371] [CE 4.389 (4.679)] [KD 5.320 (5.436)] 2024-10-12 09:48:23,128 - Train: 30.46% [381050/1251000] [304.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002370] [CE 4.888 (4.708)] [KD 5.498 (5.520)] 2024-10-12 09:48:29,327 - Train: 30.46% [381100/1251000] [304.6/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002370] [CE 4.176 (4.692)] [KD 5.258 (5.474)] 2024-10-12 09:48:35,500 - Train: 30.47% [381150/1251000] [304.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002370] [CE 4.695 (4.753)] [KD 5.519 (5.435)] 2024-10-12 09:48:41,469 - Train: 30.47% [381200/1251000] [304.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002370] [CE 4.609 (4.704)] [KD 5.160 (5.457)] 2024-10-12 09:48:47,349 - Train: 30.48% [381250/1251000] [304.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002370] [CE 4.805 (4.699)] [KD 5.543 (5.471)] 2024-10-12 09:48:53,225 - Train: 30.48% [381300/1251000] [304.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002370] [CE 4.870 (4.621)] [KD 5.588 (5.350)] 2024-10-12 09:48:59,191 - Train: 30.48% [381350/1251000] [304.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002370] [CE 4.568 (4.657)] [KD 5.182 (5.409)] 2024-10-12 09:49:05,306 - Train: 30.49% [381400/1251000] [304.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002369] [CE 4.525 (4.694)] [KD 4.757 (5.315)] 2024-10-12 09:49:11,116 - Train: 30.49% [381450/1251000] [304.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002369] [CE 4.301 (4.697)] [KD 5.059 (5.353)] 2024-10-12 09:49:17,076 - Train: 30.50% [381500/1251000] [305.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002369] [CE 4.549 (4.649)] [KD 5.281 (5.487)] 2024-10-12 09:49:23,275 - Train: 30.50% [381550/1251000] [305.0/1000.0] [batch_t 0.110 (0.124)] [data_t 0.002] [optim_t 0.108] [lr 0.002369] [CE 4.677 (4.648)] [KD 5.493 (5.386)] 2024-10-12 09:49:28,692 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32123] [top5_cnt 42970] [top_all 50000] 2024-10-12 09:49:28,692 - net: 64.246 (85.940) 2024-10-12 09:49:33,659 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35878] [top5_cnt 45256] [top_all 50000] 2024-10-12 09:49:33,659 - net_E: 71.756 (90.512) 2024-10-12 09:49:33,786 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.814 (epoch: 302)] 2024-10-12 09:49:33,787 - ==> Total time: 13:11:46 Eta: 1 day, 6:04:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:49:40,708 - Train: 30.50% [381600/1251000] [305.0/1000.0] [batch_t 0.112 (0.130)] [data_t 0.003] [optim_t 0.109] [lr 0.002369] [CE 4.619 (4.592)] [KD 5.012 (5.258)] 2024-10-12 09:49:46,504 - Train: 30.51% [381650/1251000] [305.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002369] [CE 4.426 (4.698)] [KD 4.968 (5.329)] 2024-10-12 09:49:52,208 - Train: 30.51% [381700/1251000] [305.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002368] [CE 4.385 (4.638)] [KD 5.462 (5.388)] 2024-10-12 09:49:58,014 - Train: 30.52% [381750/1251000] [305.2/1000.0] [batch_t 0.123 (0.116)] [data_t 0.003] [optim_t 0.121] [lr 0.002368] [CE 4.851 (4.704)] [KD 5.560 (5.444)] 2024-10-12 09:50:03,875 - Train: 30.52% [381800/1251000] [305.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002368] [CE 4.521 (4.679)] [KD 5.203 (5.369)] 2024-10-12 09:50:09,733 - Train: 30.52% [381850/1251000] [305.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002368] [CE 4.878 (4.673)] [KD 5.618 (5.535)] 2024-10-12 09:50:15,456 - Train: 30.53% [381900/1251000] [305.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002368] [CE 4.382 (4.639)] [KD 5.062 (5.372)] 2024-10-12 09:50:21,428 - Train: 30.53% [381950/1251000] [305.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002368] [CE 4.520 (4.665)] [KD 5.188 (5.481)] 2024-10-12 09:50:27,430 - Train: 30.54% [382000/1251000] [305.4/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002368] [CE 4.773 (4.658)] [KD 5.600 (5.408)] 2024-10-12 09:50:33,373 - Train: 30.54% [382050/1251000] [305.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002367] [CE 4.886 (4.629)] [KD 6.138 (5.426)] 2024-10-12 09:50:39,153 - Train: 30.54% [382100/1251000] [305.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002367] [CE 4.537 (4.646)] [KD 5.213 (5.393)] 2024-10-12 09:50:44,843 - Train: 30.55% [382150/1251000] [305.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002367] [CE 4.685 (4.654)] [KD 5.758 (5.474)] 2024-10-12 09:50:50,796 - Train: 30.55% [382200/1251000] [305.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002367] [CE 4.133 (4.652)] [KD 5.317 (5.465)] 2024-10-12 09:50:56,724 - Train: 30.56% [382250/1251000] [305.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002367] [CE 5.107 (4.725)] [KD 5.534 (5.400)] 2024-10-12 09:51:02,543 - Train: 30.56% [382300/1251000] [305.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002367] [CE 4.532 (4.666)] [KD 5.376 (5.400)] 2024-10-12 09:51:08,488 - Train: 30.56% [382350/1251000] [305.6/1000.0] [batch_t 0.229 (0.119)] [data_t 0.002] [optim_t 0.226] [lr 0.002366] [CE 4.160 (4.691)] [KD 5.084 (5.453)] 2024-10-12 09:51:14,476 - Train: 30.57% [382400/1251000] [305.7/1000.0] [batch_t 0.127 (0.120)] [data_t 0.003] [optim_t 0.125] [lr 0.002366] [CE 4.316 (4.671)] [KD 5.233 (5.471)] 2024-10-12 09:51:20,489 - Train: 30.57% [382450/1251000] [305.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002366] [CE 5.068 (4.678)] [KD 5.773 (5.434)] 2024-10-12 09:51:26,331 - Train: 30.58% [382500/1251000] [305.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002366] [CE 4.683 (4.745)] [KD 5.492 (5.478)] 2024-10-12 09:51:32,002 - Train: 30.58% [382550/1251000] [305.8/1000.0] [batch_t 0.111 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002366] [CE 4.935 (4.716)] [KD 5.321 (5.434)] 2024-10-12 09:51:37,675 - Train: 30.58% [382600/1251000] [305.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002366] [CE 4.197 (4.646)] [KD 5.464 (5.432)] 2024-10-12 09:51:43,634 - Train: 30.59% [382650/1251000] [305.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002366] [CE 4.986 (4.620)] [KD 5.702 (5.461)] 2024-10-12 09:51:49,442 - Train: 30.59% [382700/1251000] [305.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002365] [CE 4.171 (4.671)] [KD 5.333 (5.440)] 2024-10-12 09:51:55,164 - Train: 30.60% [382750/1251000] [306.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002365] [CE 4.454 (4.706)] [KD 5.256 (5.517)] 2024-10-12 09:52:01,012 - Train: 30.60% [382800/1251000] [306.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002365] [CE 5.187 (4.666)] [KD 5.561 (5.436)] 2024-10-12 09:52:06,786 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 32710] [top5_cnt 43303] [top_all 50000] 2024-10-12 09:52:06,786 - net: 65.420 (86.606) 2024-10-12 09:52:11,981 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 35896] [top5_cnt 45226] [top_all 50000] 2024-10-12 09:52:11,981 - net_E: 71.792 (90.452) 2024-10-12 09:52:12,114 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.814 (epoch: 302)] 2024-10-12 09:52:12,114 - ==> Total time: 13:14:24 Eta: 1 day, 6:01:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:52:19,298 - Train: 30.60% [382850/1251000] [306.0/1000.0] [batch_t 0.120 (0.139)] [data_t 0.003] [optim_t 0.117] [lr 0.002365] [CE 4.631 (4.685)] [KD 5.266 (5.389)] 2024-10-12 09:52:25,156 - Train: 30.61% [382900/1251000] [306.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002365] [CE 4.625 (4.615)] [KD 5.399 (5.405)] 2024-10-12 09:52:31,269 - Train: 30.61% [382950/1251000] [306.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002365] [CE 4.561 (4.676)] [KD 5.523 (5.412)] 2024-10-12 09:52:37,019 - Train: 30.62% [383000/1251000] [306.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002364] [CE 4.670 (4.590)] [KD 5.539 (5.379)] 2024-10-12 09:52:42,733 - Train: 30.62% [383050/1251000] [306.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002364] [CE 4.841 (4.639)] [KD 5.518 (5.463)] 2024-10-12 09:52:48,790 - Train: 30.62% [383100/1251000] [306.2/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002364] [CE 4.594 (4.685)] [KD 5.515 (5.415)] 2024-10-12 09:52:54,648 - Train: 30.63% [383150/1251000] [306.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002364] [CE 4.809 (4.718)] [KD 5.709 (5.468)] 2024-10-12 09:53:00,660 - Train: 30.63% [383200/1251000] [306.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002364] [CE 4.281 (4.686)] [KD 5.086 (5.416)] 2024-10-12 09:53:06,585 - Train: 30.64% [383250/1251000] [306.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002364] [CE 4.845 (4.652)] [KD 5.313 (5.392)] 2024-10-12 09:53:12,427 - Train: 30.64% [383300/1251000] [306.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002364] [CE 4.753 (4.644)] [KD 5.634 (5.388)] 2024-10-12 09:53:18,328 - Train: 30.64% [383350/1251000] [306.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002363] [CE 4.516 (4.754)] [KD 5.579 (5.540)] 2024-10-12 09:53:24,185 - Train: 30.65% [383400/1251000] [306.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002363] [CE 4.450 (4.645)] [KD 5.171 (5.473)] 2024-10-12 09:53:30,017 - Train: 30.65% [383450/1251000] [306.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002363] [CE 4.514 (4.681)] [KD 5.248 (5.404)] 2024-10-12 09:53:35,990 - Train: 30.66% [383500/1251000] [306.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002363] [CE 4.599 (4.711)] [KD 5.565 (5.432)] 2024-10-12 09:53:41,778 - Train: 30.66% [383550/1251000] [306.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002363] [CE 5.027 (4.673)] [KD 5.602 (5.371)] 2024-10-12 09:53:47,483 - Train: 30.66% [383600/1251000] [306.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002363] [CE 4.585 (4.751)] [KD 5.588 (5.528)] 2024-10-12 09:53:53,450 - Train: 30.67% [383650/1251000] [306.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002362] [CE 4.960 (4.684)] [KD 5.575 (5.456)] 2024-10-12 09:53:59,395 - Train: 30.67% [383700/1251000] [306.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002362] [CE 4.645 (4.675)] [KD 5.314 (5.447)] 2024-10-12 09:54:05,281 - Train: 30.68% [383750/1251000] [306.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002362] [CE 4.597 (4.629)] [KD 5.358 (5.444)] 2024-10-12 09:54:11,142 - Train: 30.68% [383800/1251000] [306.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002362] [CE 4.647 (4.722)] [KD 5.551 (5.532)] 2024-10-12 09:54:17,048 - Train: 30.68% [383850/1251000] [306.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002362] [CE 4.842 (4.736)] [KD 5.392 (5.474)] 2024-10-12 09:54:22,822 - Train: 30.69% [383900/1251000] [306.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002362] [CE 4.682 (4.665)] [KD 5.308 (5.445)] 2024-10-12 09:54:28,765 - Train: 30.69% [383950/1251000] [306.9/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002362] [CE 5.291 (4.730)] [KD 5.759 (5.460)] 2024-10-12 09:54:34,583 - Train: 30.70% [384000/1251000] [307.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002361] [CE 4.836 (4.664)] [KD 5.749 (5.465)] 2024-10-12 09:54:40,503 - Train: 30.70% [384050/1251000] [307.0/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002361] [CE 4.577 (4.698)] [KD 5.178 (5.424)] 2024-10-12 09:54:46,093 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 31599] [top5_cnt 42638] [top_all 50000] 2024-10-12 09:54:46,093 - net: 63.198 (85.276) 2024-10-12 09:54:51,123 - Test (net_E): 100.00% [50/50] [batch_t 0.150 (0.094)] [top1_cnt 35972] [top5_cnt 45230] [top_all 50000] 2024-10-12 09:54:51,124 - net_E: 71.944 (90.460) 2024-10-12 09:54:51,262 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 09:54:51,263 - ==> Total time: 13:17:03 Eta: 1 day, 5:59:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:54:59,738 - Train: 30.70% [384100/1251000] [307.0/1000.0] [batch_t 0.114 (0.131)] [data_t 0.002] [optim_t 0.111] [lr 0.002361] [CE 4.373 (4.728)] [KD 5.406 (5.526)] 2024-10-12 09:55:05,738 - Train: 30.71% [384150/1251000] [307.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002361] [CE 4.717 (4.729)] [KD 5.536 (5.482)] 2024-10-12 09:55:11,564 - Train: 30.71% [384200/1251000] [307.1/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002361] [CE 4.429 (4.667)] [KD 5.486 (5.402)] 2024-10-12 09:55:17,311 - Train: 30.72% [384250/1251000] [307.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002361] [CE 4.389 (4.685)] [KD 5.655 (5.360)] 2024-10-12 09:55:23,067 - Train: 30.72% [384300/1251000] [307.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002360] [CE 5.162 (4.667)] [KD 5.780 (5.424)] 2024-10-12 09:55:29,154 - Train: 30.72% [384350/1251000] [307.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002360] [CE 5.149 (4.698)] [KD 6.078 (5.522)] 2024-10-12 09:55:34,987 - Train: 30.73% [384400/1251000] [307.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002360] [CE 4.335 (4.638)] [KD 5.554 (5.477)] 2024-10-12 09:55:40,752 - Train: 30.73% [384450/1251000] [307.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002360] [CE 4.650 (4.588)] [KD 5.502 (5.460)] 2024-10-12 09:55:46,705 - Train: 30.74% [384500/1251000] [307.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002360] [CE 4.356 (4.633)] [KD 5.063 (5.427)] 2024-10-12 09:55:52,492 - Train: 30.74% [384550/1251000] [307.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002360] [CE 4.767 (4.661)] [KD 5.612 (5.422)] 2024-10-12 09:55:58,162 - Train: 30.74% [384600/1251000] [307.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002360] [CE 4.593 (4.670)] [KD 5.357 (5.415)] 2024-10-12 09:56:03,948 - Train: 30.75% [384650/1251000] [307.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002359] [CE 4.501 (4.634)] [KD 5.224 (5.394)] 2024-10-12 09:56:09,758 - Train: 30.75% [384700/1251000] [307.5/1000.0] [batch_t 0.211 (0.116)] [data_t 0.003] [optim_t 0.208] [lr 0.002359] [CE 4.756 (4.657)] [KD 5.178 (5.421)] 2024-10-12 09:56:15,581 - Train: 30.76% [384750/1251000] [307.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002359] [CE 4.603 (4.674)] [KD 5.554 (5.445)] 2024-10-12 09:56:21,428 - Train: 30.76% [384800/1251000] [307.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002359] [CE 4.901 (4.611)] [KD 5.532 (5.331)] 2024-10-12 09:56:27,302 - Train: 30.76% [384850/1251000] [307.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002359] [CE 4.937 (4.684)] [KD 5.522 (5.445)] 2024-10-12 09:56:33,242 - Train: 30.77% [384900/1251000] [307.7/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002359] [CE 4.587 (4.707)] [KD 5.164 (5.414)] 2024-10-12 09:56:39,201 - Train: 30.77% [384950/1251000] [307.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002358] [CE 4.741 (4.684)] [KD 5.510 (5.431)] 2024-10-12 09:56:44,944 - Train: 30.78% [385000/1251000] [307.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002358] [CE 4.671 (4.701)] [KD 5.025 (5.434)] 2024-10-12 09:56:50,657 - Train: 30.78% [385050/1251000] [307.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002358] [CE 4.778 (4.684)] [KD 5.522 (5.385)] 2024-10-12 09:56:56,475 - Train: 30.78% [385100/1251000] [307.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002358] [CE 4.680 (4.679)] [KD 5.405 (5.416)] 2024-10-12 09:57:02,326 - Train: 30.79% [385150/1251000] [307.9/1000.0] [batch_t 0.229 (0.117)] [data_t 0.002] [optim_t 0.227] [lr 0.002358] [CE 4.366 (4.694)] [KD 5.407 (5.481)] 2024-10-12 09:57:08,312 - Train: 30.79% [385200/1251000] [307.9/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002358] [CE 4.396 (4.634)] [KD 5.395 (5.496)] 2024-10-12 09:57:14,181 - Train: 30.80% [385250/1251000] [308.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002358] [CE 4.691 (4.678)] [KD 5.607 (5.429)] 2024-10-12 09:57:19,870 - Train: 30.80% [385300/1251000] [308.0/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.002357] [CE 5.229 (4.683)] [KD 5.477 (5.426)] 2024-10-12 09:57:25,703 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32768] [top5_cnt 43376] [top_all 50000] 2024-10-12 09:57:25,703 - net: 65.536 (86.752) 2024-10-12 09:57:30,650 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35934] [top5_cnt 45238] [top_all 50000] 2024-10-12 09:57:30,650 - net_E: 71.868 (90.476) 2024-10-12 09:57:30,787 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 09:57:30,787 - ==> Total time: 13:19:43 Eta: 1 day, 5:56:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 09:57:37,882 - Train: 30.80% [385350/1251000] [308.0/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002357] [CE 4.816 (4.645)] [KD 5.543 (5.297)] 2024-10-12 09:57:43,529 - Train: 30.81% [385400/1251000] [308.1/1000.0] [batch_t 0.119 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.002357] [CE 4.599 (4.582)] [KD 5.231 (5.229)] 2024-10-12 09:57:49,209 - Train: 30.81% [385450/1251000] [308.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002357] [CE 4.393 (4.648)] [KD 5.345 (5.310)] 2024-10-12 09:57:55,141 - Train: 30.82% [385500/1251000] [308.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002357] [CE 4.605 (4.639)] [KD 5.410 (5.371)] 2024-10-12 09:58:00,955 - Train: 30.82% [385550/1251000] [308.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002357] [CE 4.986 (4.746)] [KD 5.597 (5.400)] 2024-10-12 09:58:06,804 - Train: 30.82% [385600/1251000] [308.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002357] [CE 4.972 (4.741)] [KD 5.647 (5.572)] 2024-10-12 09:58:12,735 - Train: 30.83% [385650/1251000] [308.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002356] [CE 4.996 (4.713)] [KD 5.227 (5.482)] 2024-10-12 09:58:18,393 - Train: 30.83% [385700/1251000] [308.3/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002356] [CE 4.523 (4.697)] [KD 5.525 (5.354)] 2024-10-12 09:58:24,314 - Train: 30.84% [385750/1251000] [308.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.002356] [CE 5.154 (4.712)] [KD 5.628 (5.407)] 2024-10-12 09:58:30,034 - Train: 30.84% [385800/1251000] [308.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002356] [CE 4.684 (4.604)] [KD 5.373 (5.368)] 2024-10-12 09:58:35,787 - Train: 30.84% [385850/1251000] [308.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002356] [CE 4.640 (4.663)] [KD 5.450 (5.395)] 2024-10-12 09:58:41,709 - Train: 30.85% [385900/1251000] [308.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002356] [CE 5.216 (4.634)] [KD 5.461 (5.423)] 2024-10-12 09:58:47,482 - Train: 30.85% [385950/1251000] [308.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002355] [CE 4.395 (4.726)] [KD 5.376 (5.524)] 2024-10-12 09:58:53,302 - Train: 30.86% [386000/1251000] [308.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002355] [CE 4.593 (4.714)] [KD 5.503 (5.463)] 2024-10-12 09:58:59,055 - Train: 30.86% [386050/1251000] [308.6/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.117] [lr 0.002355] [CE 4.708 (4.668)] [KD 5.342 (5.373)] 2024-10-12 09:59:04,748 - Train: 30.86% [386100/1251000] [308.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002355] [CE 4.343 (4.681)] [KD 5.303 (5.461)] 2024-10-12 09:59:10,622 - Train: 30.87% [386150/1251000] [308.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002355] [CE 4.864 (4.661)] [KD 5.248 (5.470)] 2024-10-12 09:59:16,491 - Train: 30.87% [386200/1251000] [308.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002355] [CE 5.010 (4.701)] [KD 5.612 (5.533)] 2024-10-12 09:59:22,180 - Train: 30.88% [386250/1251000] [308.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002355] [CE 4.687 (4.606)] [KD 5.410 (5.436)] 2024-10-12 09:59:27,852 - Train: 30.88% [386300/1251000] [308.8/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.002354] [CE 4.417 (4.636)] [KD 5.646 (5.427)] 2024-10-12 09:59:33,758 - Train: 30.88% [386350/1251000] [308.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002354] [CE 4.757 (4.707)] [KD 5.539 (5.423)] 2024-10-12 09:59:39,672 - Train: 30.89% [386400/1251000] [308.9/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002354] [CE 4.619 (4.667)] [KD 5.578 (5.417)] 2024-10-12 09:59:45,446 - Train: 30.89% [386450/1251000] [308.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002354] [CE 4.781 (4.695)] [KD 5.265 (5.512)] 2024-10-12 09:59:51,229 - Train: 30.90% [386500/1251000] [309.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002354] [CE 4.412 (4.692)] [KD 5.334 (5.391)] 2024-10-12 09:59:56,867 - Train: 30.90% [386550/1251000] [309.0/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.002354] [CE 4.492 (4.682)] [KD 5.094 (5.397)] 2024-10-12 10:00:02,821 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32198] [top5_cnt 43129] [top_all 50000] 2024-10-12 10:00:02,821 - net: 64.396 (86.258) 2024-10-12 10:00:07,723 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 35909] [top5_cnt 45213] [top_all 50000] 2024-10-12 10:00:07,724 - net_E: 71.818 (90.426) 2024-10-12 10:00:07,861 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:00:07,862 - ==> Total time: 13:22:20 Eta: 1 day, 5:54:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:00:14,221 - Train: 30.90% [386600/1251000] [309.0/1000.0] [batch_t 0.115 (0.129)] [data_t 0.002] [optim_t 0.112] [lr 0.002353] [CE 4.253 (4.644)] [KD 5.050 (5.303)] 2024-10-12 10:00:19,947 - Train: 30.91% [386650/1251000] [309.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002353] [CE 4.769 (4.647)] [KD 5.653 (5.364)] 2024-10-12 10:00:25,896 - Train: 30.91% [386700/1251000] [309.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002353] [CE 5.009 (4.658)] [KD 5.905 (5.356)] 2024-10-12 10:00:31,726 - Train: 30.92% [386750/1251000] [309.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002353] [CE 4.846 (4.705)] [KD 5.164 (5.347)] 2024-10-12 10:00:37,577 - Train: 30.92% [386800/1251000] [309.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002353] [CE 5.018 (4.686)] [KD 5.568 (5.334)] 2024-10-12 10:00:43,428 - Train: 30.92% [386850/1251000] [309.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002353] [CE 5.141 (4.707)] [KD 5.450 (5.352)] 2024-10-12 10:00:49,263 - Train: 30.93% [386900/1251000] [309.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002353] [CE 4.895 (4.683)] [KD 5.707 (5.382)] 2024-10-12 10:00:55,110 - Train: 30.93% [386950/1251000] [309.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002352] [CE 5.283 (4.622)] [KD 5.591 (5.341)] 2024-10-12 10:01:01,130 - Train: 30.94% [387000/1251000] [309.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002352] [CE 4.740 (4.589)] [KD 5.558 (5.381)] 2024-10-12 10:01:06,851 - Train: 30.94% [387050/1251000] [309.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002352] [CE 3.994 (4.740)] [KD 5.271 (5.503)] 2024-10-12 10:01:12,597 - Train: 30.94% [387100/1251000] [309.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002352] [CE 5.044 (4.668)] [KD 5.752 (5.478)] 2024-10-12 10:01:18,392 - Train: 30.95% [387150/1251000] [309.5/1000.0] [batch_t 0.227 (0.116)] [data_t 0.002] [optim_t 0.225] [lr 0.002352] [CE 4.586 (4.691)] [KD 5.520 (5.462)] 2024-10-12 10:01:24,085 - Train: 30.95% [387200/1251000] [309.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002352] [CE 4.700 (4.670)] [KD 5.484 (5.469)] 2024-10-12 10:01:30,050 - Train: 30.96% [387250/1251000] [309.6/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.002351] [CE 4.081 (4.686)] [KD 4.986 (5.473)] 2024-10-12 10:01:35,956 - Train: 30.96% [387300/1251000] [309.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002351] [CE 4.998 (4.772)] [KD 5.373 (5.468)] 2024-10-12 10:01:41,718 - Train: 30.96% [387350/1251000] [309.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002351] [CE 4.173 (4.664)] [KD 5.445 (5.371)] 2024-10-12 10:01:47,349 - Train: 30.97% [387400/1251000] [309.7/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002351] [CE 4.855 (4.645)] [KD 5.528 (5.389)] 2024-10-12 10:01:53,098 - Train: 30.97% [387450/1251000] [309.7/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002351] [CE 4.486 (4.695)] [KD 5.621 (5.487)] 2024-10-12 10:01:58,742 - Train: 30.98% [387500/1251000] [309.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002351] [CE 4.631 (4.677)] [KD 5.107 (5.444)] 2024-10-12 10:02:04,599 - Train: 30.98% [387550/1251000] [309.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002350] [CE 4.309 (4.676)] [KD 5.299 (5.416)] 2024-10-12 10:02:10,375 - Train: 30.98% [387600/1251000] [309.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002350] [CE 4.569 (4.708)] [KD 5.292 (5.370)] 2024-10-12 10:02:16,242 - Train: 30.99% [387650/1251000] [309.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002350] [CE 4.599 (4.706)] [KD 5.385 (5.428)] 2024-10-12 10:02:21,934 - Train: 30.99% [387700/1251000] [309.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002350] [CE 4.975 (4.726)] [KD 5.688 (5.519)] 2024-10-12 10:02:27,720 - Train: 31.00% [387750/1251000] [310.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002350] [CE 4.830 (4.620)] [KD 5.540 (5.370)] 2024-10-12 10:02:33,533 - Train: 31.00% [387800/1251000] [310.0/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.002350] [CE 4.225 (4.669)] [KD 5.059 (5.415)] 2024-10-12 10:02:39,521 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 30425] [top5_cnt 41856] [top_all 50000] 2024-10-12 10:02:39,522 - net: 60.850 (83.712) 2024-10-12 10:02:44,478 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35936] [top5_cnt 45222] [top_all 50000] 2024-10-12 10:02:44,479 - net_E: 71.872 (90.444) 2024-10-12 10:02:44,616 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:02:44,617 - ==> Total time: 13:24:57 Eta: 1 day, 5:51:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:02:51,220 - Train: 31.00% [387850/1251000] [310.0/1000.0] [batch_t 0.112 (0.138)] [data_t 0.003] [optim_t 0.109] [lr 0.002350] [CE 4.853 (4.693)] [KD 5.280 (5.478)] 2024-10-12 10:02:56,922 - Train: 31.01% [387900/1251000] [310.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002349] [CE 4.686 (4.650)] [KD 5.543 (5.365)] 2024-10-12 10:03:02,876 - Train: 31.01% [387950/1251000] [310.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002349] [CE 4.723 (4.605)] [KD 5.336 (5.367)] 2024-10-12 10:03:08,705 - Train: 31.02% [388000/1251000] [310.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002349] [CE 5.005 (4.678)] [KD 5.358 (5.426)] 2024-10-12 10:03:14,399 - Train: 31.02% [388050/1251000] [310.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002349] [CE 5.029 (4.661)] [KD 5.725 (5.402)] 2024-10-12 10:03:20,093 - Train: 31.02% [388100/1251000] [310.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002349] [CE 4.559 (4.649)] [KD 5.362 (5.371)] 2024-10-12 10:03:26,060 - Train: 31.03% [388150/1251000] [310.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002349] [CE 4.398 (4.687)] [KD 5.394 (5.502)] 2024-10-12 10:03:31,742 - Train: 31.03% [388200/1251000] [310.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002348] [CE 5.118 (4.686)] [KD 5.529 (5.427)] 2024-10-12 10:03:37,711 - Train: 31.04% [388250/1251000] [310.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002348] [CE 4.462 (4.693)] [KD 5.065 (5.461)] 2024-10-12 10:03:43,491 - Train: 31.04% [388300/1251000] [310.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002348] [CE 4.483 (4.649)] [KD 5.437 (5.393)] 2024-10-12 10:03:49,300 - Train: 31.04% [388350/1251000] [310.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002348] [CE 4.460 (4.716)] [KD 5.469 (5.428)] 2024-10-12 10:03:55,230 - Train: 31.05% [388400/1251000] [310.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002348] [CE 4.346 (4.693)] [KD 5.040 (5.377)] 2024-10-12 10:04:00,891 - Train: 31.05% [388450/1251000] [310.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002348] [CE 4.475 (4.697)] [KD 5.234 (5.387)] 2024-10-12 10:04:06,566 - Train: 31.06% [388500/1251000] [310.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002348] [CE 4.486 (4.597)] [KD 5.137 (5.327)] 2024-10-12 10:04:12,344 - Train: 31.06% [388550/1251000] [310.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002347] [CE 4.684 (4.635)] [KD 5.671 (5.392)] 2024-10-12 10:04:18,176 - Train: 31.06% [388600/1251000] [310.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002347] [CE 4.386 (4.654)] [KD 5.529 (5.322)] 2024-10-12 10:04:23,858 - Train: 31.07% [388650/1251000] [310.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002347] [CE 5.016 (4.691)] [KD 5.673 (5.375)] 2024-10-12 10:04:29,995 - Train: 31.07% [388700/1251000] [310.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002347] [CE 4.804 (4.572)] [KD 5.211 (5.344)] 2024-10-12 10:04:35,683 - Train: 31.08% [388750/1251000] [310.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002347] [CE 4.275 (4.660)] [KD 5.268 (5.405)] 2024-10-12 10:04:41,569 - Train: 31.08% [388800/1251000] [310.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002347] [CE 4.275 (4.723)] [KD 5.335 (5.488)] 2024-10-12 10:04:47,359 - Train: 31.08% [388850/1251000] [310.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002346] [CE 5.037 (4.642)] [KD 5.630 (5.452)] 2024-10-12 10:04:53,057 - Train: 31.09% [388900/1251000] [310.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002346] [CE 4.298 (4.645)] [KD 5.256 (5.488)] 2024-10-12 10:04:58,758 - Train: 31.09% [388950/1251000] [310.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002346] [CE 4.389 (4.641)] [KD 5.472 (5.459)] 2024-10-12 10:05:04,690 - Train: 31.10% [389000/1251000] [311.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002346] [CE 4.412 (4.670)] [KD 5.371 (5.458)] 2024-10-12 10:05:10,399 - Train: 31.10% [389050/1251000] [311.0/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002346] [CE 4.785 (4.649)] [KD 5.377 (5.363)] 2024-10-12 10:05:16,493 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 30454] [top5_cnt 41876] [top_all 50000] 2024-10-12 10:05:16,493 - net: 60.908 (83.752) 2024-10-12 10:05:21,394 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 35910] [top5_cnt 45258] [top_all 50000] 2024-10-12 10:05:21,395 - net_E: 71.820 (90.516) 2024-10-12 10:05:21,541 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:05:21,541 - ==> Total time: 13:27:34 Eta: 1 day, 5:49:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:05:27,877 - Train: 31.10% [389100/1251000] [311.0/1000.0] [batch_t 0.113 (0.135)] [data_t 0.003] [optim_t 0.111] [lr 0.002346] [CE 4.782 (4.609)] [KD 5.482 (5.365)] 2024-10-12 10:05:33,747 - Train: 31.11% [389150/1251000] [311.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002346] [CE 4.798 (4.674)] [KD 5.741 (5.421)] 2024-10-12 10:05:39,612 - Train: 31.11% [389200/1251000] [311.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002345] [CE 4.589 (4.706)] [KD 5.661 (5.378)] 2024-10-12 10:05:45,537 - Train: 31.12% [389250/1251000] [311.2/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002345] [CE 4.581 (4.650)] [KD 5.693 (5.373)] 2024-10-12 10:05:51,224 - Train: 31.12% [389300/1251000] [311.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002345] [CE 4.545 (4.687)] [KD 5.499 (5.383)] 2024-10-12 10:05:56,930 - Train: 31.12% [389350/1251000] [311.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002345] [CE 4.659 (4.715)] [KD 5.087 (5.373)] 2024-10-12 10:06:02,943 - Train: 31.13% [389400/1251000] [311.3/1000.0] [batch_t 0.255 (0.120)] [data_t 0.002] [optim_t 0.252] [lr 0.002345] [CE 4.675 (4.648)] [KD 5.429 (5.412)] 2024-10-12 10:06:08,635 - Train: 31.13% [389450/1251000] [311.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002345] [CE 4.594 (4.645)] [KD 5.080 (5.363)] 2024-10-12 10:06:14,313 - Train: 31.14% [389500/1251000] [311.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002344] [CE 4.676 (4.655)] [KD 5.339 (5.311)] 2024-10-12 10:06:20,313 - Train: 31.14% [389550/1251000] [311.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002344] [CE 4.832 (4.607)] [KD 5.474 (5.376)] 2024-10-12 10:06:26,100 - Train: 31.14% [389600/1251000] [311.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002344] [CE 4.582 (4.627)] [KD 5.485 (5.326)] 2024-10-12 10:06:31,901 - Train: 31.15% [389650/1251000] [311.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002344] [CE 4.465 (4.710)] [KD 5.368 (5.471)] 2024-10-12 10:06:37,722 - Train: 31.15% [389700/1251000] [311.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002344] [CE 4.624 (4.666)] [KD 5.359 (5.341)] 2024-10-12 10:06:43,437 - Train: 31.16% [389750/1251000] [311.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002344] [CE 4.452 (4.623)] [KD 5.155 (5.357)] 2024-10-12 10:06:49,268 - Train: 31.16% [389800/1251000] [311.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002344] [CE 4.773 (4.732)] [KD 5.660 (5.427)] 2024-10-12 10:06:55,077 - Train: 31.16% [389850/1251000] [311.6/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002343] [CE 4.356 (4.687)] [KD 5.251 (5.507)] 2024-10-12 10:07:00,735 - Train: 31.17% [389900/1251000] [311.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002343] [CE 4.474 (4.630)] [KD 5.069 (5.327)] 2024-10-12 10:07:06,801 - Train: 31.17% [389950/1251000] [311.7/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002343] [CE 4.857 (4.717)] [KD 5.368 (5.392)] 2024-10-12 10:07:12,587 - Train: 31.18% [390000/1251000] [311.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002343] [CE 4.436 (4.621)] [KD 5.120 (5.372)] 2024-10-12 10:07:18,260 - Train: 31.18% [390050/1251000] [311.8/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.002343] [CE 4.605 (4.704)] [KD 5.327 (5.444)] 2024-10-12 10:07:24,212 - Train: 31.18% [390100/1251000] [311.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002343] [CE 4.928 (4.730)] [KD 5.719 (5.410)] 2024-10-12 10:07:29,909 - Train: 31.19% [390150/1251000] [311.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002342] [CE 4.832 (4.658)] [KD 5.461 (5.446)] 2024-10-12 10:07:35,563 - Train: 31.19% [390200/1251000] [311.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002342] [CE 5.142 (4.673)] [KD 5.894 (5.437)] 2024-10-12 10:07:41,485 - Train: 31.20% [390250/1251000] [312.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002342] [CE 5.069 (4.739)] [KD 5.643 (5.483)] 2024-10-12 10:07:47,159 - Train: 31.20% [390300/1251000] [312.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002342] [CE 4.693 (4.648)] [KD 5.369 (5.347)] 2024-10-12 10:07:53,420 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32247] [top5_cnt 43041] [top_all 50000] 2024-10-12 10:07:53,420 - net: 64.494 (86.082) 2024-10-12 10:07:58,344 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35923] [top5_cnt 45230] [top_all 50000] 2024-10-12 10:07:58,345 - net_E: 71.846 (90.460) 2024-10-12 10:07:58,478 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:07:58,479 - ==> Total time: 13:30:11 Eta: 1 day, 5:46:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:08:04,562 - Train: 31.20% [390350/1251000] [312.0/1000.0] [batch_t 0.117 (0.132)] [data_t 0.002] [optim_t 0.114] [lr 0.002342] [CE 4.169 (4.618)] [KD 5.280 (5.367)] 2024-10-12 10:08:10,641 - Train: 31.21% [390400/1251000] [312.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002342] [CE 4.859 (4.621)] [KD 5.417 (5.338)] 2024-10-12 10:08:16,552 - Train: 31.21% [390450/1251000] [312.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002342] [CE 4.782 (4.646)] [KD 5.343 (5.308)] 2024-10-12 10:08:22,335 - Train: 31.22% [390500/1251000] [312.2/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002341] [CE 4.875 (4.634)] [KD 5.521 (5.351)] 2024-10-12 10:08:28,392 - Train: 31.22% [390550/1251000] [312.2/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002341] [CE 4.730 (4.677)] [KD 5.622 (5.481)] 2024-10-12 10:08:34,479 - Train: 31.22% [390600/1251000] [312.2/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002341] [CE 4.548 (4.663)] [KD 5.493 (5.460)] 2024-10-12 10:08:40,280 - Train: 31.23% [390650/1251000] [312.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002341] [CE 4.338 (4.662)] [KD 5.362 (5.507)] 2024-10-12 10:08:46,033 - Train: 31.23% [390700/1251000] [312.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002341] [CE 4.780 (4.701)] [KD 5.507 (5.466)] 2024-10-12 10:08:51,892 - Train: 31.24% [390750/1251000] [312.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002341] [CE 5.204 (4.707)] [KD 5.512 (5.461)] 2024-10-12 10:08:58,020 - Train: 31.24% [390800/1251000] [312.4/1000.0] [batch_t 0.239 (0.122)] [data_t 0.003] [optim_t 0.237] [lr 0.002340] [CE 4.653 (4.675)] [KD 5.277 (5.448)] 2024-10-12 10:09:03,776 - Train: 31.24% [390850/1251000] [312.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002340] [CE 4.957 (4.681)] [KD 5.526 (5.364)] 2024-10-12 10:09:09,648 - Train: 31.25% [390900/1251000] [312.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002340] [CE 4.556 (4.681)] [KD 5.094 (5.371)] 2024-10-12 10:09:15,523 - Train: 31.25% [390950/1251000] [312.5/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002340] [CE 4.037 (4.685)] [KD 5.232 (5.422)] 2024-10-12 10:09:21,549 - Train: 31.25% [391000/1251000] [312.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002340] [CE 4.637 (4.708)] [KD 5.470 (5.409)] 2024-10-12 10:09:27,473 - Train: 31.26% [391050/1251000] [312.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002340] [CE 4.857 (4.675)] [KD 5.217 (5.393)] 2024-10-12 10:09:33,245 - Train: 31.26% [391100/1251000] [312.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002340] [CE 5.233 (4.656)] [KD 5.453 (5.496)] 2024-10-12 10:09:39,096 - Train: 31.27% [391150/1251000] [312.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002339] [CE 4.529 (4.653)] [KD 5.369 (5.425)] 2024-10-12 10:09:45,099 - Train: 31.27% [391200/1251000] [312.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002339] [CE 4.623 (4.677)] [KD 5.295 (5.361)] 2024-10-12 10:09:51,139 - Train: 31.27% [391250/1251000] [312.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002339] [CE 4.540 (4.656)] [KD 5.790 (5.454)] 2024-10-12 10:09:57,025 - Train: 31.28% [391300/1251000] [312.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002339] [CE 4.194 (4.602)] [KD 5.197 (5.366)] 2024-10-12 10:10:02,785 - Train: 31.28% [391350/1251000] [312.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002339] [CE 4.478 (4.714)] [KD 5.390 (5.391)] 2024-10-12 10:10:08,656 - Train: 31.29% [391400/1251000] [312.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002339] [CE 5.039 (4.718)] [KD 5.711 (5.359)] 2024-10-12 10:10:14,547 - Train: 31.29% [391450/1251000] [312.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002338] [CE 4.929 (4.763)] [KD 5.765 (5.424)] 2024-10-12 10:10:20,641 - Train: 31.29% [391500/1251000] [312.9/1000.0] [batch_t 0.230 (0.122)] [data_t 0.003] [optim_t 0.228] [lr 0.002338] [CE 4.727 (4.703)] [KD 5.180 (5.395)] 2024-10-12 10:10:26,477 - Train: 31.30% [391550/1251000] [313.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002338] [CE 4.909 (4.629)] [KD 5.530 (5.348)] 2024-10-12 10:10:32,945 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32014] [top5_cnt 42953] [top_all 50000] 2024-10-12 10:10:32,945 - net: 64.028 (85.906) 2024-10-12 10:10:37,817 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35914] [top5_cnt 45233] [top_all 50000] 2024-10-12 10:10:37,818 - net_E: 71.828 (90.466) 2024-10-12 10:10:37,962 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:10:37,962 - ==> Total time: 13:32:50 Eta: 1 day, 5:44:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:10:43,775 - Train: 31.30% [391600/1251000] [313.0/1000.0] [batch_t 0.113 (0.130)] [data_t 0.003] [optim_t 0.110] [lr 0.002338] [CE 4.240 (4.682)] [KD 5.050 (5.332)] 2024-10-12 10:10:49,710 - Train: 31.31% [391650/1251000] [313.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002338] [CE 4.621 (4.659)] [KD 5.247 (5.363)] 2024-10-12 10:10:55,526 - Train: 31.31% [391700/1251000] [313.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002338] [CE 4.677 (4.629)] [KD 5.308 (5.353)] 2024-10-12 10:11:01,614 - Train: 31.31% [391750/1251000] [313.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002338] [CE 4.823 (4.625)] [KD 5.176 (5.391)] 2024-10-12 10:11:07,525 - Train: 31.32% [391800/1251000] [313.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002337] [CE 4.981 (4.699)] [KD 5.519 (5.395)] 2024-10-12 10:11:13,554 - Train: 31.32% [391850/1251000] [313.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002337] [CE 4.086 (4.689)] [KD 5.295 (5.436)] 2024-10-12 10:11:19,684 - Train: 31.33% [391900/1251000] [313.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002337] [CE 4.723 (4.677)] [KD 5.584 (5.386)] 2024-10-12 10:11:25,430 - Train: 31.33% [391950/1251000] [313.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002337] [CE 4.221 (4.673)] [KD 4.932 (5.383)] 2024-10-12 10:11:31,191 - Train: 31.33% [392000/1251000] [313.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002337] [CE 4.627 (4.659)] [KD 5.180 (5.452)] 2024-10-12 10:11:37,170 - Train: 31.34% [392050/1251000] [313.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002337] [CE 3.932 (4.598)] [KD 4.852 (5.423)] 2024-10-12 10:11:43,017 - Train: 31.34% [392100/1251000] [313.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002336] [CE 4.816 (4.642)] [KD 5.491 (5.452)] 2024-10-12 10:11:48,896 - Train: 31.35% [392150/1251000] [313.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002336] [CE 4.950 (4.630)] [KD 5.527 (5.375)] 2024-10-12 10:11:54,862 - Train: 31.35% [392200/1251000] [313.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002336] [CE 4.570 (4.638)] [KD 5.282 (5.396)] 2024-10-12 10:12:00,797 - Train: 31.35% [392250/1251000] [313.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002336] [CE 5.259 (4.689)] [KD 5.676 (5.504)] 2024-10-12 10:12:06,784 - Train: 31.36% [392300/1251000] [313.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002336] [CE 4.679 (4.685)] [KD 5.404 (5.385)] 2024-10-12 10:12:12,658 - Train: 31.36% [392350/1251000] [313.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002336] [CE 4.892 (4.699)] [KD 5.600 (5.471)] 2024-10-12 10:12:18,457 - Train: 31.37% [392400/1251000] [313.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002335] [CE 4.616 (4.669)] [KD 5.371 (5.475)] 2024-10-12 10:12:24,366 - Train: 31.37% [392450/1251000] [313.7/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.002335] [CE 4.973 (4.714)] [KD 5.514 (5.387)] 2024-10-12 10:12:30,177 - Train: 31.37% [392500/1251000] [313.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002335] [CE 4.154 (4.577)] [KD 5.079 (5.339)] 2024-10-12 10:12:35,913 - Train: 31.38% [392550/1251000] [313.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002335] [CE 4.386 (4.620)] [KD 5.221 (5.372)] 2024-10-12 10:12:41,840 - Train: 31.38% [392600/1251000] [313.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002335] [CE 4.590 (4.679)] [KD 5.249 (5.317)] 2024-10-12 10:12:47,657 - Train: 31.39% [392650/1251000] [313.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002335] [CE 4.712 (4.706)] [KD 5.272 (5.440)] 2024-10-12 10:12:53,595 - Train: 31.39% [392700/1251000] [313.9/1000.0] [batch_t 0.110 (0.119)] [data_t 0.003] [optim_t 0.108] [lr 0.002335] [CE 4.516 (4.707)] [KD 5.167 (5.394)] 2024-10-12 10:12:59,674 - Train: 31.39% [392750/1251000] [313.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002334] [CE 4.381 (4.631)] [KD 5.341 (5.350)] 2024-10-12 10:13:05,402 - Train: 31.40% [392800/1251000] [314.0/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002334] [CE 4.753 (4.717)] [KD 5.756 (5.529)] 2024-10-12 10:13:11,858 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32319] [top5_cnt 43191] [top_all 50000] 2024-10-12 10:13:11,858 - net: 64.638 (86.382) 2024-10-12 10:13:16,758 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 35889] [top5_cnt 45275] [top_all 50000] 2024-10-12 10:13:16,759 - net_E: 71.778 (90.550) 2024-10-12 10:13:16,902 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:13:16,902 - ==> Total time: 13:35:29 Eta: 1 day, 5:41:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:13:22,945 - Train: 31.40% [392850/1251000] [314.0/1000.0] [batch_t 0.116 (0.130)] [data_t 0.002] [optim_t 0.114] [lr 0.002334] [CE 5.250 (4.668)] [KD 5.607 (5.396)] 2024-10-12 10:13:28,791 - Train: 31.41% [392900/1251000] [314.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002334] [CE 4.968 (4.670)] [KD 5.430 (5.423)] 2024-10-12 10:13:34,521 - Train: 31.41% [392950/1251000] [314.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002334] [CE 4.991 (4.734)] [KD 5.444 (5.427)] 2024-10-12 10:13:40,544 - Train: 31.41% [393000/1251000] [314.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002334] [CE 4.578 (4.738)] [KD 5.248 (5.462)] 2024-10-12 10:13:46,394 - Train: 31.42% [393050/1251000] [314.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002333] [CE 4.712 (4.647)] [KD 5.757 (5.440)] 2024-10-12 10:13:52,137 - Train: 31.42% [393100/1251000] [314.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002333] [CE 4.569 (4.733)] [KD 5.405 (5.421)] 2024-10-12 10:13:58,123 - Train: 31.43% [393150/1251000] [314.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002333] [CE 4.868 (4.626)] [KD 5.919 (5.469)] 2024-10-12 10:14:03,949 - Train: 31.43% [393200/1251000] [314.3/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002333] [CE 4.836 (4.576)] [KD 5.399 (5.391)] 2024-10-12 10:14:09,759 - Train: 31.43% [393250/1251000] [314.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002333] [CE 5.040 (4.671)] [KD 6.048 (5.443)] 2024-10-12 10:14:15,567 - Train: 31.44% [393300/1251000] [314.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002333] [CE 4.579 (4.583)] [KD 5.487 (5.330)] 2024-10-12 10:14:21,374 - Train: 31.44% [393350/1251000] [314.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002333] [CE 4.665 (4.601)] [KD 5.319 (5.349)] 2024-10-12 10:14:27,200 - Train: 31.45% [393400/1251000] [314.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002332] [CE 5.037 (4.663)] [KD 5.392 (5.411)] 2024-10-12 10:14:32,898 - Train: 31.45% [393450/1251000] [314.5/1000.0] [batch_t 0.121 (0.114)] [data_t 0.002] [optim_t 0.119] [lr 0.002332] [CE 5.024 (4.718)] [KD 5.515 (5.448)] 2024-10-12 10:14:38,731 - Train: 31.45% [393500/1251000] [314.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002332] [CE 4.641 (4.695)] [KD 5.798 (5.473)] 2024-10-12 10:14:44,714 - Train: 31.46% [393550/1251000] [314.6/1000.0] [batch_t 0.251 (0.120)] [data_t 0.002] [optim_t 0.248] [lr 0.002332] [CE 4.903 (4.696)] [KD 5.581 (5.449)] 2024-10-12 10:14:50,713 - Train: 31.46% [393600/1251000] [314.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002332] [CE 4.716 (4.589)] [KD 5.286 (5.431)] 2024-10-12 10:14:56,451 - Train: 31.47% [393650/1251000] [314.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002332] [CE 4.482 (4.714)] [KD 5.182 (5.399)] 2024-10-12 10:15:02,275 - Train: 31.47% [393700/1251000] [314.7/1000.0] [batch_t 0.121 (0.116)] [data_t 0.003] [optim_t 0.119] [lr 0.002331] [CE 5.068 (4.713)] [KD 5.445 (5.485)] 2024-10-12 10:15:08,085 - Train: 31.47% [393750/1251000] [314.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002331] [CE 4.636 (4.669)] [KD 5.455 (5.469)] 2024-10-12 10:15:13,795 - Train: 31.48% [393800/1251000] [314.8/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002331] [CE 4.711 (4.692)] [KD 5.613 (5.425)] 2024-10-12 10:15:19,759 - Train: 31.48% [393850/1251000] [314.8/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002331] [CE 5.214 (4.642)] [KD 5.745 (5.388)] 2024-10-12 10:15:25,596 - Train: 31.49% [393900/1251000] [314.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002331] [CE 4.745 (4.722)] [KD 5.456 (5.418)] 2024-10-12 10:15:31,261 - Train: 31.49% [393950/1251000] [314.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002331] [CE 4.896 (4.726)] [KD 5.437 (5.436)] 2024-10-12 10:15:37,219 - Train: 31.49% [394000/1251000] [314.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002331] [CE 4.997 (4.643)] [KD 5.569 (5.384)] 2024-10-12 10:15:43,081 - Train: 31.50% [394050/1251000] [315.0/1000.0] [batch_t 0.132 (0.117)] [data_t 0.010] [optim_t 0.122] [lr 0.002330] [CE 4.462 (4.558)] [KD 5.532 (5.314)] 2024-10-12 10:15:49,549 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 32358] [top5_cnt 43210] [top_all 50000] 2024-10-12 10:15:49,550 - net: 64.716 (86.420) 2024-10-12 10:15:54,568 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 35859] [top5_cnt 45232] [top_all 50000] 2024-10-12 10:15:54,568 - net_E: 71.718 (90.464) 2024-10-12 10:15:54,686 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:15:54,686 - ==> Total time: 13:38:07 Eta: 1 day, 5:39:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:16:01,569 - Train: 31.50% [394100/1251000] [315.0/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002330] [CE 4.557 (4.698)] [KD 5.379 (5.350)] 2024-10-12 10:16:07,332 - Train: 31.51% [394150/1251000] [315.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002330] [CE 4.746 (4.658)] [KD 5.424 (5.337)] 2024-10-12 10:16:13,478 - Train: 31.51% [394200/1251000] [315.1/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002330] [CE 4.554 (4.627)] [KD 5.229 (5.365)] 2024-10-12 10:16:19,351 - Train: 31.51% [394250/1251000] [315.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002330] [CE 4.601 (4.687)] [KD 5.012 (5.391)] 2024-10-12 10:16:25,040 - Train: 31.52% [394300/1251000] [315.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002330] [CE 4.790 (4.644)] [KD 5.605 (5.389)] 2024-10-12 10:16:30,877 - Train: 31.52% [394350/1251000] [315.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002329] [CE 4.961 (4.642)] [KD 5.661 (5.401)] 2024-10-12 10:16:36,875 - Train: 31.53% [394400/1251000] [315.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002329] [CE 5.069 (4.716)] [KD 5.825 (5.382)] 2024-10-12 10:16:42,858 - Train: 31.53% [394450/1251000] [315.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002329] [CE 4.394 (4.637)] [KD 5.161 (5.354)] 2024-10-12 10:16:48,728 - Train: 31.53% [394500/1251000] [315.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002329] [CE 4.985 (4.657)] [KD 5.643 (5.384)] 2024-10-12 10:16:54,456 - Train: 31.54% [394550/1251000] [315.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002329] [CE 4.785 (4.693)] [KD 5.505 (5.405)] 2024-10-12 10:17:00,258 - Train: 31.54% [394600/1251000] [315.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002329] [CE 4.845 (4.660)] [KD 5.534 (5.377)] 2024-10-12 10:17:05,963 - Train: 31.55% [394650/1251000] [315.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002328] [CE 3.919 (4.609)] [KD 5.508 (5.413)] 2024-10-12 10:17:11,815 - Train: 31.55% [394700/1251000] [315.5/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002328] [CE 4.487 (4.629)] [KD 5.181 (5.400)] 2024-10-12 10:17:17,796 - Train: 31.55% [394750/1251000] [315.5/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002328] [CE 4.565 (4.670)] [KD 5.346 (5.386)] 2024-10-12 10:17:23,492 - Train: 31.56% [394800/1251000] [315.6/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002328] [CE 4.501 (4.761)] [KD 5.551 (5.436)] 2024-10-12 10:17:29,538 - Train: 31.56% [394850/1251000] [315.6/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002328] [CE 4.993 (4.628)] [KD 5.409 (5.361)] 2024-10-12 10:17:35,348 - Train: 31.57% [394900/1251000] [315.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002328] [CE 4.775 (4.675)] [KD 5.597 (5.388)] 2024-10-12 10:17:41,056 - Train: 31.57% [394950/1251000] [315.7/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002328] [CE 4.906 (4.684)] [KD 5.441 (5.402)] 2024-10-12 10:17:46,746 - Train: 31.57% [395000/1251000] [315.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002327] [CE 4.540 (4.692)] [KD 5.402 (5.416)] 2024-10-12 10:17:52,808 - Train: 31.58% [395050/1251000] [315.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002327] [CE 4.687 (4.720)] [KD 5.404 (5.432)] 2024-10-12 10:17:58,521 - Train: 31.58% [395100/1251000] [315.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002327] [CE 4.617 (4.708)] [KD 5.476 (5.501)] 2024-10-12 10:18:04,230 - Train: 31.59% [395150/1251000] [315.9/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002327] [CE 4.747 (4.680)] [KD 5.494 (5.432)] 2024-10-12 10:18:10,088 - Train: 31.59% [395200/1251000] [315.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002327] [CE 4.963 (4.654)] [KD 5.559 (5.422)] 2024-10-12 10:18:16,129 - Train: 31.59% [395250/1251000] [315.9/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002327] [CE 4.496 (4.549)] [KD 5.378 (5.291)] 2024-10-12 10:18:22,032 - Train: 31.60% [395300/1251000] [316.0/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002326] [CE 4.624 (4.735)] [KD 5.617 (5.457)] 2024-10-12 10:18:28,798 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32698] [top5_cnt 43407] [top_all 50000] 2024-10-12 10:18:28,798 - net: 65.396 (86.814) 2024-10-12 10:18:33,744 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35882] [top5_cnt 45221] [top_all 50000] 2024-10-12 10:18:33,744 - net_E: 71.764 (90.442) 2024-10-12 10:18:33,885 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:18:33,885 - ==> Total time: 13:40:46 Eta: 1 day, 5:36:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:18:39,370 - Train: 31.60% [395350/1251000] [316.0/1000.0] [batch_t 0.114 (0.132)] [data_t 0.002] [optim_t 0.111] [lr 0.002326] [CE 4.239 (4.666)] [KD 5.122 (5.293)] 2024-10-12 10:18:45,081 - Train: 31.61% [395400/1251000] [316.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002326] [CE 4.725 (4.621)] [KD 5.415 (5.297)] 2024-10-12 10:18:50,906 - Train: 31.61% [395450/1251000] [316.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002326] [CE 4.751 (4.679)] [KD 5.140 (5.348)] 2024-10-12 10:18:56,615 - Train: 31.61% [395500/1251000] [316.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002326] [CE 4.708 (4.691)] [KD 5.257 (5.341)] 2024-10-12 10:19:02,325 - Train: 31.62% [395550/1251000] [316.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002326] [CE 4.625 (4.618)] [KD 5.061 (5.339)] 2024-10-12 10:19:08,703 - Train: 31.62% [395600/1251000] [316.2/1000.0] [batch_t 0.111 (0.127)] [data_t 0.002] [optim_t 0.108] [lr 0.002326] [CE 4.635 (4.635)] [KD 5.290 (5.350)] 2024-10-12 10:19:14,513 - Train: 31.63% [395650/1251000] [316.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002325] [CE 5.185 (4.653)] [KD 5.628 (5.439)] 2024-10-12 10:19:20,327 - Train: 31.63% [395700/1251000] [316.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002325] [CE 5.161 (4.725)] [KD 5.819 (5.474)] 2024-10-12 10:19:26,006 - Train: 31.63% [395750/1251000] [316.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002325] [CE 4.314 (4.708)] [KD 5.219 (5.466)] 2024-10-12 10:19:31,639 - Train: 31.64% [395800/1251000] [316.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002325] [CE 4.902 (4.674)] [KD 5.225 (5.410)] 2024-10-12 10:19:37,652 - Train: 31.64% [395850/1251000] [316.4/1000.0] [batch_t 0.229 (0.120)] [data_t 0.003] [optim_t 0.227] [lr 0.002325] [CE 4.607 (4.709)] [KD 5.223 (5.413)] 2024-10-12 10:19:43,482 - Train: 31.65% [395900/1251000] [316.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002325] [CE 4.984 (4.642)] [KD 5.616 (5.380)] 2024-10-12 10:19:49,149 - Train: 31.65% [395950/1251000] [316.5/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002324] [CE 4.531 (4.718)] [KD 5.394 (5.424)] 2024-10-12 10:19:54,839 - Train: 31.65% [396000/1251000] [316.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002324] [CE 4.698 (4.654)] [KD 5.399 (5.379)] 2024-10-12 10:20:00,752 - Train: 31.66% [396050/1251000] [316.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002324] [CE 4.774 (4.641)] [KD 5.238 (5.297)] 2024-10-12 10:20:06,689 - Train: 31.66% [396100/1251000] [316.6/1000.0] [batch_t 0.111 (0.119)] [data_t 0.003] [optim_t 0.108] [lr 0.002324] [CE 4.505 (4.572)] [KD 5.358 (5.376)] 2024-10-12 10:20:12,668 - Train: 31.67% [396150/1251000] [316.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002324] [CE 4.842 (4.693)] [KD 5.394 (5.441)] 2024-10-12 10:20:18,312 - Train: 31.67% [396200/1251000] [316.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002324] [CE 4.346 (4.650)] [KD 5.102 (5.393)] 2024-10-12 10:20:23,964 - Train: 31.67% [396250/1251000] [316.7/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002323] [CE 4.586 (4.586)] [KD 5.379 (5.279)] 2024-10-12 10:20:29,709 - Train: 31.68% [396300/1251000] [316.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002323] [CE 4.962 (4.795)] [KD 5.330 (5.372)] 2024-10-12 10:20:35,374 - Train: 31.68% [396350/1251000] [316.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.002323] [CE 4.819 (4.701)] [KD 5.462 (5.334)] 2024-10-12 10:20:41,042 - Train: 31.69% [396400/1251000] [316.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002323] [CE 4.112 (4.637)] [KD 5.121 (5.380)] 2024-10-12 10:20:47,163 - Train: 31.69% [396450/1251000] [316.9/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002323] [CE 5.251 (4.677)] [KD 5.799 (5.435)] 2024-10-12 10:20:52,974 - Train: 31.69% [396500/1251000] [316.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002323] [CE 4.833 (4.705)] [KD 5.474 (5.436)] 2024-10-12 10:20:58,908 - Train: 31.70% [396550/1251000] [317.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002323] [CE 4.728 (4.702)] [KD 5.492 (5.479)] 2024-10-12 10:21:05,566 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32511] [top5_cnt 43323] [top_all 50000] 2024-10-12 10:21:05,567 - net: 65.022 (86.646) 2024-10-12 10:21:10,568 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35873] [top5_cnt 45238] [top_all 50000] 2024-10-12 10:21:10,569 - net_E: 71.746 (90.476) 2024-10-12 10:21:10,681 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:21:10,682 - ==> Total time: 13:43:23 Eta: 1 day, 5:34:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:21:15,970 - Train: 31.70% [396600/1251000] [317.0/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.002322] [CE 4.549 (4.689)] [KD 5.641 (5.390)] 2024-10-12 10:21:21,828 - Train: 31.71% [396650/1251000] [317.1/1000.0] [batch_t 0.232 (0.117)] [data_t 0.002] [optim_t 0.230] [lr 0.002322] [CE 4.896 (4.639)] [KD 5.540 (5.400)] 2024-10-12 10:21:27,632 - Train: 31.71% [396700/1251000] [317.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002322] [CE 4.660 (4.572)] [KD 5.471 (5.341)] 2024-10-12 10:21:33,293 - Train: 31.71% [396750/1251000] [317.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002322] [CE 4.375 (4.660)] [KD 5.277 (5.419)] 2024-10-12 10:21:39,100 - Train: 31.72% [396800/1251000] [317.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002322] [CE 4.435 (4.677)] [KD 5.505 (5.461)] 2024-10-12 10:21:45,166 - Train: 31.72% [396850/1251000] [317.2/1000.0] [batch_t 0.111 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002322] [CE 5.103 (4.719)] [KD 5.713 (5.412)] 2024-10-12 10:21:50,871 - Train: 31.73% [396900/1251000] [317.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002321] [CE 5.045 (4.711)] [KD 5.519 (5.406)] 2024-10-12 10:21:56,927 - Train: 31.73% [396950/1251000] [317.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002321] [CE 4.071 (4.714)] [KD 5.031 (5.388)] 2024-10-12 10:22:02,606 - Train: 31.73% [397000/1251000] [317.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002321] [CE 4.833 (4.661)] [KD 5.354 (5.401)] 2024-10-12 10:22:08,252 - Train: 31.74% [397050/1251000] [317.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002321] [CE 4.787 (4.738)] [KD 5.404 (5.459)] 2024-10-12 10:22:13,886 - Train: 31.74% [397100/1251000] [317.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002321] [CE 4.262 (4.633)] [KD 4.936 (5.382)] 2024-10-12 10:22:19,680 - Train: 31.75% [397150/1251000] [317.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002321] [CE 4.390 (4.639)] [KD 5.201 (5.268)] 2024-10-12 10:22:25,447 - Train: 31.75% [397200/1251000] [317.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002321] [CE 5.060 (4.652)] [KD 5.596 (5.335)] 2024-10-12 10:22:31,192 - Train: 31.75% [397250/1251000] [317.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.002320] [CE 4.437 (4.687)] [KD 5.049 (5.442)] 2024-10-12 10:22:37,207 - Train: 31.76% [397300/1251000] [317.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002320] [CE 4.951 (4.664)] [KD 5.509 (5.389)] 2024-10-12 10:22:43,041 - Train: 31.76% [397350/1251000] [317.6/1000.0] [batch_t 0.129 (0.117)] [data_t 0.002] [optim_t 0.126] [lr 0.002320] [CE 4.456 (4.607)] [KD 5.430 (5.414)] 2024-10-12 10:22:49,020 - Train: 31.77% [397400/1251000] [317.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002320] [CE 4.484 (4.674)] [KD 5.581 (5.384)] 2024-10-12 10:22:54,844 - Train: 31.77% [397450/1251000] [317.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002320] [CE 5.196 (4.688)] [KD 5.564 (5.436)] 2024-10-12 10:23:00,699 - Train: 31.77% [397500/1251000] [317.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002320] [CE 4.386 (4.730)] [KD 5.390 (5.487)] 2024-10-12 10:23:06,744 - Train: 31.78% [397550/1251000] [317.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002319] [CE 4.884 (4.658)] [KD 5.654 (5.418)] 2024-10-12 10:23:12,548 - Train: 31.78% [397600/1251000] [317.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002319] [CE 4.829 (4.688)] [KD 5.707 (5.401)] 2024-10-12 10:23:18,444 - Train: 31.79% [397650/1251000] [317.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002319] [CE 4.216 (4.615)] [KD 5.644 (5.396)] 2024-10-12 10:23:24,631 - Train: 31.79% [397700/1251000] [317.9/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.002319] [CE 4.754 (4.704)] [KD 5.511 (5.518)] 2024-10-12 10:23:30,424 - Train: 31.79% [397750/1251000] [317.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002319] [CE 4.887 (4.653)] [KD 5.449 (5.404)] 2024-10-12 10:23:36,567 - Train: 31.80% [397800/1251000] [318.0/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.120] [lr 0.002319] [CE 5.142 (4.637)] [KD 6.010 (5.455)] 2024-10-12 10:23:43,524 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32188] [top5_cnt 43092] [top_all 50000] 2024-10-12 10:23:43,525 - net: 64.376 (86.184) 2024-10-12 10:23:48,505 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 35862] [top5_cnt 45260] [top_all 50000] 2024-10-12 10:23:48,505 - net_E: 71.724 (90.520) 2024-10-12 10:23:48,645 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:23:48,645 - ==> Total time: 13:46:01 Eta: 1 day, 5:31:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:23:54,002 - Train: 31.80% [397850/1251000] [318.0/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002318] [CE 4.729 (4.679)] [KD 5.484 (5.400)] 2024-10-12 10:23:59,749 - Train: 31.81% [397900/1251000] [318.1/1000.0] [batch_t 0.119 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002318] [CE 4.163 (4.665)] [KD 5.261 (5.437)] 2024-10-12 10:24:05,450 - Train: 31.81% [397950/1251000] [318.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002318] [CE 5.143 (4.632)] [KD 5.632 (5.401)] 2024-10-12 10:24:11,415 - Train: 31.81% [398000/1251000] [318.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002318] [CE 4.517 (4.666)] [KD 5.355 (5.395)] 2024-10-12 10:24:17,081 - Train: 31.82% [398050/1251000] [318.2/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002318] [CE 4.871 (4.722)] [KD 5.243 (5.446)] 2024-10-12 10:24:23,028 - Train: 31.82% [398100/1251000] [318.2/1000.0] [batch_t 0.255 (0.119)] [data_t 0.003] [optim_t 0.252] [lr 0.002318] [CE 4.913 (4.679)] [KD 5.646 (5.344)] 2024-10-12 10:24:29,005 - Train: 31.83% [398150/1251000] [318.3/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002318] [CE 4.494 (4.644)] [KD 5.390 (5.326)] 2024-10-12 10:24:34,983 - Train: 31.83% [398200/1251000] [318.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002317] [CE 5.079 (4.582)] [KD 5.404 (5.316)] 2024-10-12 10:24:40,797 - Train: 31.83% [398250/1251000] [318.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002317] [CE 4.829 (4.709)] [KD 5.481 (5.365)] 2024-10-12 10:24:46,515 - Train: 31.84% [398300/1251000] [318.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002317] [CE 4.657 (4.636)] [KD 5.470 (5.341)] 2024-10-12 10:24:52,237 - Train: 31.84% [398350/1251000] [318.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002317] [CE 4.559 (4.720)] [KD 5.426 (5.384)] 2024-10-12 10:24:58,078 - Train: 31.85% [398400/1251000] [318.5/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002317] [CE 4.620 (4.644)] [KD 5.017 (5.377)] 2024-10-12 10:25:03,958 - Train: 31.85% [398450/1251000] [318.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002317] [CE 4.439 (4.710)] [KD 5.432 (5.370)] 2024-10-12 10:25:09,741 - Train: 31.85% [398500/1251000] [318.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002316] [CE 4.489 (4.666)] [KD 5.397 (5.391)] 2024-10-12 10:25:15,903 - Train: 31.86% [398550/1251000] [318.6/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002316] [CE 4.475 (4.671)] [KD 5.180 (5.411)] 2024-10-12 10:25:21,693 - Train: 31.86% [398600/1251000] [318.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002316] [CE 4.350 (4.654)] [KD 5.168 (5.423)] 2024-10-12 10:25:27,519 - Train: 31.87% [398650/1251000] [318.7/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002316] [CE 4.780 (4.628)] [KD 5.319 (5.441)] 2024-10-12 10:25:33,210 - Train: 31.87% [398700/1251000] [318.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002316] [CE 4.940 (4.646)] [KD 5.503 (5.415)] 2024-10-12 10:25:38,994 - Train: 31.87% [398750/1251000] [318.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002316] [CE 4.664 (4.699)] [KD 5.395 (5.418)] 2024-10-12 10:25:44,695 - Train: 31.88% [398800/1251000] [318.8/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002315] [CE 4.406 (4.707)] [KD 5.044 (5.453)] 2024-10-12 10:25:50,602 - Train: 31.88% [398850/1251000] [318.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002315] [CE 4.763 (4.635)] [KD 5.883 (5.419)] 2024-10-12 10:25:56,317 - Train: 31.89% [398900/1251000] [318.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002315] [CE 4.789 (4.672)] [KD 5.514 (5.458)] 2024-10-12 10:26:02,223 - Train: 31.89% [398950/1251000] [318.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002315] [CE 4.549 (4.677)] [KD 5.332 (5.417)] 2024-10-12 10:26:08,118 - Train: 31.89% [399000/1251000] [318.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002315] [CE 4.772 (4.637)] [KD 5.763 (5.357)] 2024-10-12 10:26:13,999 - Train: 31.90% [399050/1251000] [319.0/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002315] [CE 4.334 (4.689)] [KD 5.481 (5.431)] 2024-10-12 10:26:20,957 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 32261] [top5_cnt 43112] [top_all 50000] 2024-10-12 10:26:20,958 - net: 64.522 (86.224) 2024-10-12 10:26:25,838 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35918] [top5_cnt 45290] [top_all 50000] 2024-10-12 10:26:25,838 - net_E: 71.836 (90.580) 2024-10-12 10:26:25,972 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:26:25,973 - ==> Total time: 13:48:38 Eta: 1 day, 5:28:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:26:30,953 - Train: 31.90% [399100/1251000] [319.0/1000.0] [batch_t 0.113 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.002315] [CE 5.146 (4.652)] [KD 5.571 (5.369)] 2024-10-12 10:26:36,823 - Train: 31.91% [399150/1251000] [319.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002314] [CE 4.222 (4.658)] [KD 4.828 (5.303)] 2024-10-12 10:26:42,669 - Train: 31.91% [399200/1251000] [319.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002314] [CE 4.893 (4.552)] [KD 5.392 (5.338)] 2024-10-12 10:26:48,379 - Train: 31.91% [399250/1251000] [319.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002314] [CE 4.479 (4.645)] [KD 5.612 (5.381)] 2024-10-12 10:26:54,159 - Train: 31.92% [399300/1251000] [319.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002314] [CE 4.615 (4.683)] [KD 4.999 (5.432)] 2024-10-12 10:27:00,188 - Train: 31.92% [399350/1251000] [319.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002314] [CE 4.829 (4.656)] [KD 5.483 (5.362)] 2024-10-12 10:27:06,234 - Train: 31.93% [399400/1251000] [319.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002314] [CE 5.007 (4.633)] [KD 5.248 (5.261)] 2024-10-12 10:27:12,114 - Train: 31.93% [399450/1251000] [319.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002313] [CE 4.351 (4.693)] [KD 5.226 (5.348)] 2024-10-12 10:27:18,057 - Train: 31.93% [399500/1251000] [319.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002313] [CE 4.528 (4.656)] [KD 5.493 (5.270)] 2024-10-12 10:27:23,877 - Train: 31.94% [399550/1251000] [319.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002313] [CE 4.308 (4.690)] [KD 5.327 (5.471)] 2024-10-12 10:27:29,570 - Train: 31.94% [399600/1251000] [319.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002313] [CE 4.476 (4.647)] [KD 5.327 (5.422)] 2024-10-12 10:27:35,242 - Train: 31.95% [399650/1251000] [319.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002313] [CE 4.414 (4.659)] [KD 5.149 (5.453)] 2024-10-12 10:27:40,957 - Train: 31.95% [399700/1251000] [319.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002313] [CE 4.571 (4.736)] [KD 5.193 (5.360)] 2024-10-12 10:27:46,785 - Train: 31.95% [399750/1251000] [319.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002312] [CE 4.785 (4.678)] [KD 5.640 (5.381)] 2024-10-12 10:27:53,041 - Train: 31.96% [399800/1251000] [319.6/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002312] [CE 4.227 (4.608)] [KD 5.356 (5.360)] 2024-10-12 10:27:58,785 - Train: 31.96% [399850/1251000] [319.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002312] [CE 4.788 (4.609)] [KD 5.273 (5.327)] 2024-10-12 10:28:04,796 - Train: 31.97% [399900/1251000] [319.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002312] [CE 4.676 (4.695)] [KD 5.624 (5.372)] 2024-10-12 10:28:10,531 - Train: 31.97% [399950/1251000] [319.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002312] [CE 4.442 (4.640)] [KD 5.231 (5.393)] 2024-10-12 10:28:16,364 - Train: 31.97% [400000/1251000] [319.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002312] [CE 3.737 (4.659)] [KD 4.932 (5.424)] 2024-10-12 10:28:22,176 - Train: 31.98% [400050/1251000] [319.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002312] [CE 4.883 (4.630)] [KD 5.351 (5.439)] 2024-10-12 10:28:27,899 - Train: 31.98% [400100/1251000] [319.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002311] [CE 4.340 (4.660)] [KD 5.170 (5.472)] 2024-10-12 10:28:33,620 - Train: 31.99% [400150/1251000] [319.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002311] [CE 5.035 (4.710)] [KD 5.456 (5.471)] 2024-10-12 10:28:39,597 - Train: 31.99% [400200/1251000] [319.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002311] [CE 5.024 (4.677)] [KD 5.638 (5.405)] 2024-10-12 10:28:45,547 - Train: 31.99% [400250/1251000] [319.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002311] [CE 4.411 (4.730)] [KD 5.512 (5.499)] 2024-10-12 10:28:51,411 - Train: 32.00% [400300/1251000] [320.0/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002311] [CE 4.753 (4.766)] [KD 5.701 (5.444)] 2024-10-12 10:28:58,724 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32565] [top5_cnt 43272] [top_all 50000] 2024-10-12 10:28:58,724 - net: 65.130 (86.544) 2024-10-12 10:29:03,633 - Test (net_E): 100.00% [50/50] [batch_t 0.029 (0.092)] [top1_cnt 35936] [top5_cnt 45243] [top_all 50000] 2024-10-12 10:29:03,634 - net_E: 71.872 (90.486) 2024-10-12 10:29:03,774 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:29:03,774 - ==> Total time: 13:51:16 Eta: 1 day, 5:26:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:29:09,717 - Train: 32.00% [400350/1251000] [320.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002311] [CE 4.615 (4.584)] [KD 5.224 (5.350)] 2024-10-12 10:29:15,589 - Train: 32.01% [400400/1251000] [320.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002310] [CE 4.998 (4.689)] [KD 5.596 (5.386)] 2024-10-12 10:29:21,354 - Train: 32.01% [400450/1251000] [320.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002310] [CE 5.143 (4.651)] [KD 5.634 (5.455)] 2024-10-12 10:29:27,177 - Train: 32.01% [400500/1251000] [320.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002310] [CE 4.035 (4.637)] [KD 4.893 (5.340)] 2024-10-12 10:29:33,001 - Train: 32.02% [400550/1251000] [320.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002310] [CE 4.650 (4.594)] [KD 5.274 (5.243)] 2024-10-12 10:29:38,781 - Train: 32.02% [400600/1251000] [320.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002310] [CE 4.521 (4.645)] [KD 5.279 (5.287)] 2024-10-12 10:29:44,799 - Train: 32.03% [400650/1251000] [320.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002310] [CE 4.464 (4.692)] [KD 5.200 (5.401)] 2024-10-12 10:29:50,453 - Train: 32.03% [400700/1251000] [320.3/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.002310] [CE 4.823 (4.686)] [KD 5.377 (5.336)] 2024-10-12 10:29:56,399 - Train: 32.03% [400750/1251000] [320.3/1000.0] [batch_t 0.111 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.002309] [CE 4.521 (4.722)] [KD 5.433 (5.394)] 2024-10-12 10:30:02,155 - Train: 32.04% [400800/1251000] [320.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002309] [CE 4.763 (4.636)] [KD 5.689 (5.417)] 2024-10-12 10:30:07,946 - Train: 32.04% [400850/1251000] [320.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002309] [CE 5.017 (4.679)] [KD 5.500 (5.328)] 2024-10-12 10:30:13,762 - Train: 32.05% [400900/1251000] [320.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002309] [CE 4.278 (4.695)] [KD 5.268 (5.450)] 2024-10-12 10:30:19,556 - Train: 32.05% [400950/1251000] [320.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002309] [CE 4.973 (4.673)] [KD 5.410 (5.478)] 2024-10-12 10:30:25,287 - Train: 32.05% [401000/1251000] [320.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002309] [CE 4.342 (4.745)] [KD 5.235 (5.457)] 2024-10-12 10:30:31,122 - Train: 32.06% [401050/1251000] [320.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002308] [CE 5.009 (4.632)] [KD 5.728 (5.381)] 2024-10-12 10:30:37,065 - Train: 32.06% [401100/1251000] [320.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002308] [CE 4.164 (4.688)] [KD 5.194 (5.380)] 2024-10-12 10:30:43,041 - Train: 32.07% [401150/1251000] [320.7/1000.0] [batch_t 0.245 (0.119)] [data_t 0.002] [optim_t 0.242] [lr 0.002308] [CE 4.713 (4.627)] [KD 5.523 (5.399)] 2024-10-12 10:30:48,947 - Train: 32.07% [401200/1251000] [320.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002308] [CE 4.413 (4.696)] [KD 5.198 (5.478)] 2024-10-12 10:30:54,737 - Train: 32.07% [401250/1251000] [320.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002308] [CE 4.572 (4.653)] [KD 5.728 (5.459)] 2024-10-12 10:31:00,465 - Train: 32.08% [401300/1251000] [320.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002308] [CE 4.350 (4.705)] [KD 5.287 (5.371)] 2024-10-12 10:31:06,164 - Train: 32.08% [401350/1251000] [320.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002307] [CE 4.393 (4.610)] [KD 5.243 (5.326)] 2024-10-12 10:31:11,945 - Train: 32.09% [401400/1251000] [320.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002307] [CE 4.879 (4.709)] [KD 5.545 (5.403)] 2024-10-12 10:31:17,740 - Train: 32.09% [401450/1251000] [320.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002307] [CE 4.533 (4.625)] [KD 5.364 (5.409)] 2024-10-12 10:31:23,736 - Train: 32.09% [401500/1251000] [320.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002307] [CE 4.744 (4.718)] [KD 5.506 (5.414)] 2024-10-12 10:31:29,397 - Train: 32.10% [401550/1251000] [321.0/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002307] [CE 4.933 (4.674)] [KD 5.404 (5.370)] 2024-10-12 10:31:36,694 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32306] [top5_cnt 43146] [top_all 50000] 2024-10-12 10:31:36,694 - net: 64.612 (86.292) 2024-10-12 10:31:41,601 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35922] [top5_cnt 45266] [top_all 50000] 2024-10-12 10:31:41,602 - net_E: 71.844 (90.532) 2024-10-12 10:31:41,742 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:31:41,742 - ==> Total time: 13:53:54 Eta: 1 day, 5:23:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:31:46,728 - Train: 32.10% [401600/1251000] [321.0/1000.0] [batch_t 0.115 (0.130)] [data_t 0.002] [optim_t 0.113] [lr 0.002307] [CE 4.190 (4.587)] [KD 5.206 (5.334)] 2024-10-12 10:31:52,424 - Train: 32.11% [401650/1251000] [321.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002307] [CE 4.721 (4.681)] [KD 5.364 (5.328)] 2024-10-12 10:31:58,254 - Train: 32.11% [401700/1251000] [321.1/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002306] [CE 4.263 (4.677)] [KD 5.108 (5.361)] 2024-10-12 10:32:03,975 - Train: 32.11% [401750/1251000] [321.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002306] [CE 4.600 (4.640)] [KD 5.545 (5.419)] 2024-10-12 10:32:10,000 - Train: 32.12% [401800/1251000] [321.2/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002306] [CE 5.063 (4.617)] [KD 5.598 (5.398)] 2024-10-12 10:32:15,873 - Train: 32.12% [401850/1251000] [321.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002306] [CE 4.579 (4.688)] [KD 5.244 (5.415)] 2024-10-12 10:32:21,679 - Train: 32.13% [401900/1251000] [321.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002306] [CE 4.767 (4.691)] [KD 5.338 (5.337)] 2024-10-12 10:32:27,454 - Train: 32.13% [401950/1251000] [321.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002306] [CE 5.128 (4.647)] [KD 5.166 (5.347)] 2024-10-12 10:32:33,291 - Train: 32.13% [402000/1251000] [321.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002305] [CE 5.114 (4.712)] [KD 5.627 (5.410)] 2024-10-12 10:32:39,139 - Train: 32.14% [402050/1251000] [321.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002305] [CE 4.907 (4.648)] [KD 5.507 (5.415)] 2024-10-12 10:32:44,930 - Train: 32.14% [402100/1251000] [321.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002305] [CE 4.305 (4.631)] [KD 5.014 (5.330)] 2024-10-12 10:32:50,720 - Train: 32.15% [402150/1251000] [321.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002305] [CE 4.822 (4.554)] [KD 5.424 (5.293)] 2024-10-12 10:32:56,430 - Train: 32.15% [402200/1251000] [321.5/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002305] [CE 4.836 (4.694)] [KD 5.468 (5.361)] 2024-10-12 10:33:02,418 - Train: 32.15% [402250/1251000] [321.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002305] [CE 4.466 (4.671)] [KD 5.259 (5.478)] 2024-10-12 10:33:08,234 - Train: 32.16% [402300/1251000] [321.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002304] [CE 4.215 (4.659)] [KD 5.854 (5.448)] 2024-10-12 10:33:14,089 - Train: 32.16% [402350/1251000] [321.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002304] [CE 4.677 (4.668)] [KD 5.243 (5.437)] 2024-10-12 10:33:20,030 - Train: 32.17% [402400/1251000] [321.7/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002304] [CE 4.838 (4.721)] [KD 5.440 (5.371)] 2024-10-12 10:33:25,880 - Train: 32.17% [402450/1251000] [321.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002304] [CE 4.427 (4.724)] [KD 5.260 (5.408)] 2024-10-12 10:33:31,617 - Train: 32.17% [402500/1251000] [321.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002304] [CE 5.001 (4.683)] [KD 5.659 (5.440)] 2024-10-12 10:33:37,446 - Train: 32.18% [402550/1251000] [321.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002304] [CE 4.840 (4.742)] [KD 5.476 (5.500)] 2024-10-12 10:33:43,104 - Train: 32.18% [402600/1251000] [321.8/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.002304] [CE 4.361 (4.691)] [KD 5.417 (5.464)] 2024-10-12 10:33:49,047 - Train: 32.19% [402650/1251000] [321.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002303] [CE 4.950 (4.726)] [KD 5.595 (5.442)] 2024-10-12 10:33:54,829 - Train: 32.19% [402700/1251000] [321.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002303] [CE 4.118 (4.664)] [KD 5.239 (5.358)] 2024-10-12 10:34:00,644 - Train: 32.19% [402750/1251000] [321.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002303] [CE 4.556 (4.629)] [KD 5.452 (5.435)] 2024-10-12 10:34:06,473 - Train: 32.20% [402800/1251000] [322.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002303] [CE 4.352 (4.691)] [KD 5.028 (5.486)] 2024-10-12 10:34:13,885 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31888] [top5_cnt 42848] [top_all 50000] 2024-10-12 10:34:13,885 - net: 63.776 (85.696) 2024-10-12 10:34:18,795 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35959] [top5_cnt 45252] [top_all 50000] 2024-10-12 10:34:18,796 - net_E: 71.918 (90.504) 2024-10-12 10:34:18,918 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:34:18,919 - ==> Total time: 13:56:31 Eta: 1 day, 5:21:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:34:24,001 - Train: 32.20% [402850/1251000] [322.0/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002303] [CE 4.833 (4.698)] [KD 5.522 (5.321)] 2024-10-12 10:34:29,708 - Train: 32.21% [402900/1251000] [322.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002303] [CE 4.481 (4.679)] [KD 5.205 (5.338)] 2024-10-12 10:34:35,406 - Train: 32.21% [402950/1251000] [322.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002302] [CE 4.336 (4.717)] [KD 5.248 (5.374)] 2024-10-12 10:34:41,403 - Train: 32.21% [403000/1251000] [322.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002302] [CE 4.786 (4.713)] [KD 5.370 (5.460)] 2024-10-12 10:34:47,207 - Train: 32.22% [403050/1251000] [322.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002302] [CE 4.144 (4.619)] [KD 5.012 (5.402)] 2024-10-12 10:34:53,189 - Train: 32.22% [403100/1251000] [322.2/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002302] [CE 4.665 (4.613)] [KD 5.041 (5.335)] 2024-10-12 10:34:58,996 - Train: 32.23% [403150/1251000] [322.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002302] [CE 4.563 (4.589)] [KD 5.450 (5.295)] 2024-10-12 10:35:04,892 - Train: 32.23% [403200/1251000] [322.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002302] [CE 4.705 (4.704)] [KD 5.356 (5.441)] 2024-10-12 10:35:10,727 - Train: 32.23% [403250/1251000] [322.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002301] [CE 4.668 (4.668)] [KD 5.363 (5.427)] 2024-10-12 10:35:16,441 - Train: 32.24% [403300/1251000] [322.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002301] [CE 5.009 (4.733)] [KD 5.641 (5.377)] 2024-10-12 10:35:22,307 - Train: 32.24% [403350/1251000] [322.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002301] [CE 4.522 (4.605)] [KD 5.359 (5.379)] 2024-10-12 10:35:28,311 - Train: 32.25% [403400/1251000] [322.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002301] [CE 4.772 (4.672)] [KD 5.616 (5.384)] 2024-10-12 10:35:34,309 - Train: 32.25% [403450/1251000] [322.5/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002301] [CE 4.963 (4.648)] [KD 5.292 (5.378)] 2024-10-12 10:35:40,304 - Train: 32.25% [403500/1251000] [322.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002301] [CE 4.616 (4.694)] [KD 5.363 (5.388)] 2024-10-12 10:35:46,204 - Train: 32.26% [403550/1251000] [322.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002301] [CE 4.619 (4.675)] [KD 5.119 (5.383)] 2024-10-12 10:35:52,075 - Train: 32.26% [403600/1251000] [322.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002300] [CE 4.978 (4.712)] [KD 5.626 (5.503)] 2024-10-12 10:35:57,856 - Train: 32.27% [403650/1251000] [322.7/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.118] [lr 0.002300] [CE 4.589 (4.672)] [KD 5.351 (5.340)] 2024-10-12 10:36:03,898 - Train: 32.27% [403700/1251000] [322.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002300] [CE 4.686 (4.690)] [KD 5.193 (5.410)] 2024-10-12 10:36:09,801 - Train: 32.27% [403750/1251000] [322.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002300] [CE 4.256 (4.633)] [KD 5.146 (5.302)] 2024-10-12 10:36:15,702 - Train: 32.28% [403800/1251000] [322.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002300] [CE 5.113 (4.703)] [KD 5.506 (5.342)] 2024-10-12 10:36:21,779 - Train: 32.28% [403850/1251000] [322.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002300] [CE 4.795 (4.715)] [KD 5.499 (5.365)] 2024-10-12 10:36:27,653 - Train: 32.29% [403900/1251000] [322.9/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002299] [CE 4.970 (4.757)] [KD 5.666 (5.485)] 2024-10-12 10:36:33,579 - Train: 32.29% [403950/1251000] [322.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002299] [CE 4.934 (4.644)] [KD 5.413 (5.398)] 2024-10-12 10:36:39,473 - Train: 32.29% [404000/1251000] [322.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002299] [CE 4.816 (4.655)] [KD 5.296 (5.343)] 2024-10-12 10:36:45,473 - Train: 32.30% [404050/1251000] [323.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002299] [CE 4.188 (4.665)] [KD 4.932 (5.310)] 2024-10-12 10:36:52,933 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32627] [top5_cnt 43287] [top_all 50000] 2024-10-12 10:36:52,933 - net: 65.254 (86.574) 2024-10-12 10:36:57,732 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 35932] [top5_cnt 45239] [top_all 50000] 2024-10-12 10:36:57,733 - net_E: 71.864 (90.478) 2024-10-12 10:36:57,842 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:36:57,843 - ==> Total time: 13:59:10 Eta: 1 day, 5:18:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:37:02,485 - Train: 32.30% [404100/1251000] [323.0/1000.0] [batch_t 0.114 (0.133)] [data_t 0.002] [optim_t 0.112] [lr 0.002299] [CE 4.161 (4.667)] [KD 5.091 (5.416)] 2024-10-12 10:37:08,193 - Train: 32.31% [404150/1251000] [323.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002299] [CE 4.981 (4.692)] [KD 5.722 (5.406)] 2024-10-12 10:37:14,052 - Train: 32.31% [404200/1251000] [323.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002298] [CE 4.730 (4.639)] [KD 5.057 (5.303)] 2024-10-12 10:37:20,035 - Train: 32.31% [404250/1251000] [323.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002298] [CE 4.573 (4.674)] [KD 5.166 (5.373)] 2024-10-12 10:37:25,969 - Train: 32.32% [404300/1251000] [323.2/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.002298] [CE 4.754 (4.642)] [KD 5.204 (5.349)] 2024-10-12 10:37:31,894 - Train: 32.32% [404350/1251000] [323.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002298] [CE 4.632 (4.667)] [KD 5.228 (5.335)] 2024-10-12 10:37:37,557 - Train: 32.33% [404400/1251000] [323.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002298] [CE 4.853 (4.644)] [KD 5.458 (5.309)] 2024-10-12 10:37:43,232 - Train: 32.33% [404450/1251000] [323.3/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002298] [CE 4.504 (4.677)] [KD 5.260 (5.355)] 2024-10-12 10:37:49,042 - Train: 32.33% [404500/1251000] [323.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002298] [CE 4.774 (4.639)] [KD 5.435 (5.410)] 2024-10-12 10:37:54,885 - Train: 32.34% [404550/1251000] [323.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002297] [CE 4.953 (4.770)] [KD 5.629 (5.505)] 2024-10-12 10:38:00,702 - Train: 32.34% [404600/1251000] [323.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002297] [CE 4.682 (4.731)] [KD 5.359 (5.426)] 2024-10-12 10:38:06,754 - Train: 32.35% [404650/1251000] [323.5/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002297] [CE 4.883 (4.607)] [KD 5.447 (5.310)] 2024-10-12 10:38:12,660 - Train: 32.35% [404700/1251000] [323.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002297] [CE 4.965 (4.694)] [KD 5.867 (5.378)] 2024-10-12 10:38:18,303 - Train: 32.35% [404750/1251000] [323.5/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.002297] [CE 4.835 (4.662)] [KD 5.264 (5.366)] 2024-10-12 10:38:24,065 - Train: 32.36% [404800/1251000] [323.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002297] [CE 4.822 (4.687)] [KD 5.277 (5.364)] 2024-10-12 10:38:29,720 - Train: 32.36% [404850/1251000] [323.6/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.002296] [CE 4.913 (4.688)] [KD 5.357 (5.325)] 2024-10-12 10:38:35,585 - Train: 32.37% [404900/1251000] [323.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002296] [CE 4.519 (4.718)] [KD 5.430 (5.493)] 2024-10-12 10:38:41,363 - Train: 32.37% [404950/1251000] [323.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002296] [CE 5.026 (4.689)] [KD 5.437 (5.404)] 2024-10-12 10:38:47,019 - Train: 32.37% [405000/1251000] [323.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002296] [CE 4.763 (4.724)] [KD 5.640 (5.395)] 2024-10-12 10:38:52,824 - Train: 32.38% [405050/1251000] [323.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002296] [CE 4.424 (4.677)] [KD 5.244 (5.476)] 2024-10-12 10:38:58,753 - Train: 32.38% [405100/1251000] [323.8/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.002296] [CE 4.055 (4.627)] [KD 5.204 (5.336)] 2024-10-12 10:39:04,695 - Train: 32.39% [405150/1251000] [323.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002295] [CE 4.268 (4.604)] [KD 5.291 (5.361)] 2024-10-12 10:39:10,529 - Train: 32.39% [405200/1251000] [323.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002295] [CE 4.437 (4.700)] [KD 5.291 (5.413)] 2024-10-12 10:39:16,231 - Train: 32.39% [405250/1251000] [323.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002295] [CE 4.448 (4.712)] [KD 5.392 (5.379)] 2024-10-12 10:39:21,905 - Train: 32.40% [405300/1251000] [324.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002295] [CE 5.137 (4.731)] [KD 5.528 (5.384)] 2024-10-12 10:39:29,697 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32635] [top5_cnt 43408] [top_all 50000] 2024-10-12 10:39:29,698 - net: 65.270 (86.816) 2024-10-12 10:39:34,651 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35929] [top5_cnt 45270] [top_all 50000] 2024-10-12 10:39:34,651 - net_E: 71.858 (90.540) 2024-10-12 10:39:34,764 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:39:34,764 - ==> Total time: 14:01:47 Eta: 1 day, 5:16:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:39:39,260 - Train: 32.40% [405350/1251000] [324.0/1000.0] [batch_t 0.115 (0.135)] [data_t 0.003] [optim_t 0.112] [lr 0.002295] [CE 4.282 (4.679)] [KD 4.900 (5.361)] 2024-10-12 10:39:44,985 - Train: 32.41% [405400/1251000] [324.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002295] [CE 4.393 (4.783)] [KD 5.305 (5.420)] 2024-10-12 10:39:50,875 - Train: 32.41% [405450/1251000] [324.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002294] [CE 4.655 (4.645)] [KD 5.205 (5.377)] 2024-10-12 10:39:56,778 - Train: 32.41% [405500/1251000] [324.1/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002294] [CE 5.021 (4.704)] [KD 5.680 (5.383)] 2024-10-12 10:40:02,585 - Train: 32.42% [405550/1251000] [324.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002294] [CE 5.084 (4.708)] [KD 5.724 (5.327)] 2024-10-12 10:40:08,377 - Train: 32.42% [405600/1251000] [324.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002294] [CE 4.891 (4.630)] [KD 5.361 (5.341)] 2024-10-12 10:40:14,269 - Train: 32.43% [405650/1251000] [324.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002294] [CE 4.622 (4.637)] [KD 5.395 (5.371)] 2024-10-12 10:40:19,896 - Train: 32.43% [405700/1251000] [324.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.002294] [CE 5.049 (4.648)] [KD 5.577 (5.366)] 2024-10-12 10:40:25,763 - Train: 32.43% [405750/1251000] [324.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002294] [CE 4.869 (4.671)] [KD 5.555 (5.344)] 2024-10-12 10:40:31,513 - Train: 32.44% [405800/1251000] [324.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002293] [CE 4.900 (4.642)] [KD 5.334 (5.327)] 2024-10-12 10:40:37,210 - Train: 32.44% [405850/1251000] [324.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002293] [CE 4.850 (4.644)] [KD 5.418 (5.325)] 2024-10-12 10:40:43,212 - Train: 32.45% [405900/1251000] [324.5/1000.0] [batch_t 0.112 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002293] [CE 3.928 (4.748)] [KD 5.161 (5.393)] 2024-10-12 10:40:49,115 - Train: 32.45% [405950/1251000] [324.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002293] [CE 4.920 (4.576)] [KD 5.538 (5.408)] 2024-10-12 10:40:54,892 - Train: 32.45% [406000/1251000] [324.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002293] [CE 4.903 (4.626)] [KD 5.524 (5.331)] 2024-10-12 10:41:00,784 - Train: 32.46% [406050/1251000] [324.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002293] [CE 4.756 (4.699)] [KD 5.669 (5.364)] 2024-10-12 10:41:06,459 - Train: 32.46% [406100/1251000] [324.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.113] [lr 0.002292] [CE 3.958 (4.605)] [KD 4.977 (5.293)] 2024-10-12 10:41:12,153 - Train: 32.47% [406150/1251000] [324.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002292] [CE 4.521 (4.626)] [KD 5.001 (5.386)] 2024-10-12 10:41:18,166 - Train: 32.47% [406200/1251000] [324.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002292] [CE 4.776 (4.658)] [KD 5.427 (5.431)] 2024-10-12 10:41:23,856 - Train: 32.47% [406250/1251000] [324.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002292] [CE 4.318 (4.655)] [KD 5.362 (5.376)] 2024-10-12 10:41:29,738 - Train: 32.48% [406300/1251000] [324.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002292] [CE 4.939 (4.652)] [KD 5.589 (5.376)] 2024-10-12 10:41:35,662 - Train: 32.48% [406350/1251000] [324.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002292] [CE 4.814 (4.660)] [KD 5.663 (5.392)] 2024-10-12 10:41:41,463 - Train: 32.49% [406400/1251000] [324.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002291] [CE 4.580 (4.633)] [KD 5.211 (5.332)] 2024-10-12 10:41:47,284 - Train: 32.49% [406450/1251000] [324.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002291] [CE 4.423 (4.668)] [KD 5.427 (5.373)] 2024-10-12 10:41:53,324 - Train: 32.49% [406500/1251000] [324.9/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002291] [CE 4.772 (4.695)] [KD 5.559 (5.389)] 2024-10-12 10:41:59,041 - Train: 32.50% [406550/1251000] [325.0/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002291] [CE 4.753 (4.687)] [KD 5.260 (5.393)] 2024-10-12 10:42:06,933 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32244] [top5_cnt 43125] [top_all 50000] 2024-10-12 10:42:06,934 - net: 64.488 (86.250) 2024-10-12 10:42:11,812 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35946] [top5_cnt 45266] [top_all 50000] 2024-10-12 10:42:11,812 - net_E: 71.892 (90.532) 2024-10-12 10:42:11,934 - Max [top1: 65.554 (epoch: 293)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:42:11,935 - ==> Total time: 14:04:24 Eta: 1 day, 5:13:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:42:16,475 - Train: 32.50% [406600/1251000] [325.0/1000.0] [batch_t 0.114 (0.132)] [data_t 0.002] [optim_t 0.112] [lr 0.002291] [CE 4.700 (4.613)] [KD 5.255 (5.348)] 2024-10-12 10:42:22,510 - Train: 32.51% [406650/1251000] [325.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002291] [CE 5.094 (4.623)] [KD 5.247 (5.312)] 2024-10-12 10:42:28,308 - Train: 32.51% [406700/1251000] [325.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002291] [CE 4.617 (4.715)] [KD 5.112 (5.342)] 2024-10-12 10:42:34,200 - Train: 32.51% [406750/1251000] [325.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002290] [CE 5.007 (4.656)] [KD 5.519 (5.311)] 2024-10-12 10:42:40,186 - Train: 32.52% [406800/1251000] [325.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002290] [CE 4.514 (4.650)] [KD 5.500 (5.310)] 2024-10-12 10:42:46,136 - Train: 32.52% [406850/1251000] [325.2/1000.0] [batch_t 0.244 (0.119)] [data_t 0.002] [optim_t 0.242] [lr 0.002290] [CE 4.983 (4.683)] [KD 5.590 (5.396)] 2024-10-12 10:42:52,018 - Train: 32.53% [406900/1251000] [325.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002290] [CE 4.635 (4.651)] [KD 5.163 (5.324)] 2024-10-12 10:42:57,805 - Train: 32.53% [406950/1251000] [325.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002290] [CE 4.831 (4.749)] [KD 5.587 (5.486)] 2024-10-12 10:43:03,517 - Train: 32.53% [407000/1251000] [325.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002290] [CE 5.013 (4.702)] [KD 5.507 (5.438)] 2024-10-12 10:43:09,509 - Train: 32.54% [407050/1251000] [325.4/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.002289] [CE 4.634 (4.641)] [KD 5.289 (5.353)] 2024-10-12 10:43:15,340 - Train: 32.54% [407100/1251000] [325.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002289] [CE 5.014 (4.705)] [KD 5.717 (5.456)] 2024-10-12 10:43:21,256 - Train: 32.55% [407150/1251000] [325.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002289] [CE 4.557 (4.681)] [KD 5.468 (5.412)] 2024-10-12 10:43:26,938 - Train: 32.55% [407200/1251000] [325.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002289] [CE 5.091 (4.675)] [KD 5.380 (5.410)] 2024-10-12 10:43:32,707 - Train: 32.55% [407250/1251000] [325.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002289] [CE 5.073 (4.663)] [KD 5.671 (5.395)] 2024-10-12 10:43:38,463 - Train: 32.56% [407300/1251000] [325.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002289] [CE 4.547 (4.691)] [KD 5.535 (5.446)] 2024-10-12 10:43:44,337 - Train: 32.56% [407350/1251000] [325.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002288] [CE 4.946 (4.671)] [KD 5.605 (5.398)] 2024-10-12 10:43:49,996 - Train: 32.57% [407400/1251000] [325.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002288] [CE 4.224 (4.719)] [KD 5.170 (5.461)] 2024-10-12 10:43:56,018 - Train: 32.57% [407450/1251000] [325.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002288] [CE 4.117 (4.586)] [KD 5.153 (5.348)] 2024-10-12 10:44:01,899 - Train: 32.57% [407500/1251000] [325.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002288] [CE 4.413 (4.682)] [KD 4.965 (5.389)] 2024-10-12 10:44:07,592 - Train: 32.58% [407550/1251000] [325.8/1000.0] [batch_t 0.118 (0.114)] [data_t 0.002] [optim_t 0.116] [lr 0.002288] [CE 4.602 (4.667)] [KD 5.363 (5.374)] 2024-10-12 10:44:13,307 - Train: 32.58% [407600/1251000] [325.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002288] [CE 4.577 (4.649)] [KD 5.400 (5.445)] 2024-10-12 10:44:19,241 - Train: 32.59% [407650/1251000] [325.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002287] [CE 4.737 (4.705)] [KD 5.657 (5.449)] 2024-10-12 10:44:25,113 - Train: 32.59% [407700/1251000] [325.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002287] [CE 5.076 (4.630)] [KD 5.524 (5.311)] 2024-10-12 10:44:31,134 - Train: 32.59% [407750/1251000] [325.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002287] [CE 4.814 (4.560)] [KD 5.862 (5.358)] 2024-10-12 10:44:37,003 - Train: 32.60% [407800/1251000] [326.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002287] [CE 4.704 (4.729)] [KD 5.485 (5.452)] 2024-10-12 10:44:44,815 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32989] [top5_cnt 43544] [top_all 50000] 2024-10-12 10:44:44,816 - net: 65.978 (87.088) 2024-10-12 10:44:49,686 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 35933] [top5_cnt 45258] [top_all 50000] 2024-10-12 10:44:49,686 - net_E: 71.866 (90.516) 2024-10-12 10:44:49,839 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:44:49,839 - ==> Total time: 14:07:02 Eta: 1 day, 5:11:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:44:56,007 - Train: 32.60% [407850/1251000] [326.0/1000.0] [batch_t 0.114 (0.135)] [data_t 0.002] [optim_t 0.112] [lr 0.002287] [CE 4.613 (4.572)] [KD 5.319 (5.237)] 2024-10-12 10:45:01,852 - Train: 32.61% [407900/1251000] [326.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002287] [CE 4.268 (4.653)] [KD 5.274 (5.345)] 2024-10-12 10:45:07,935 - Train: 32.61% [407950/1251000] [326.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002287] [CE 4.506 (4.657)] [KD 5.170 (5.460)] 2024-10-12 10:45:13,962 - Train: 32.61% [408000/1251000] [326.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002286] [CE 4.686 (4.699)] [KD 5.461 (5.377)] 2024-10-12 10:45:19,820 - Train: 32.62% [408050/1251000] [326.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002286] [CE 4.839 (4.656)] [KD 5.422 (5.370)] 2024-10-12 10:45:25,598 - Train: 32.62% [408100/1251000] [326.2/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002286] [CE 4.607 (4.664)] [KD 5.644 (5.467)] 2024-10-12 10:45:31,698 - Train: 32.63% [408150/1251000] [326.3/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002286] [CE 4.575 (4.625)] [KD 5.444 (5.281)] 2024-10-12 10:45:37,452 - Train: 32.63% [408200/1251000] [326.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.002286] [CE 4.844 (4.591)] [KD 5.562 (5.293)] 2024-10-12 10:45:43,236 - Train: 32.63% [408250/1251000] [326.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002286] [CE 4.538 (4.702)] [KD 5.501 (5.383)] 2024-10-12 10:45:49,347 - Train: 32.64% [408300/1251000] [326.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002285] [CE 4.781 (4.662)] [KD 5.231 (5.372)] 2024-10-12 10:45:55,288 - Train: 32.64% [408350/1251000] [326.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002285] [CE 4.506 (4.668)] [KD 5.443 (5.403)] 2024-10-12 10:46:01,132 - Train: 32.65% [408400/1251000] [326.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002285] [CE 5.004 (4.708)] [KD 5.403 (5.396)] 2024-10-12 10:46:06,965 - Train: 32.65% [408450/1251000] [326.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002285] [CE 5.047 (4.614)] [KD 5.585 (5.352)] 2024-10-12 10:46:12,687 - Train: 32.65% [408500/1251000] [326.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002285] [CE 4.896 (4.730)] [KD 5.515 (5.362)] 2024-10-12 10:46:18,821 - Train: 32.66% [408550/1251000] [326.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002285] [CE 4.478 (4.666)] [KD 5.260 (5.328)] 2024-10-12 10:46:24,803 - Train: 32.66% [408600/1251000] [326.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002284] [CE 4.663 (4.645)] [KD 5.470 (5.341)] 2024-10-12 10:46:30,775 - Train: 32.67% [408650/1251000] [326.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002284] [CE 4.803 (4.691)] [KD 5.390 (5.352)] 2024-10-12 10:46:36,517 - Train: 32.67% [408700/1251000] [326.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002284] [CE 4.693 (4.666)] [KD 5.466 (5.275)] 2024-10-12 10:46:42,378 - Train: 32.67% [408750/1251000] [326.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002284] [CE 4.553 (4.576)] [KD 5.189 (5.323)] 2024-10-12 10:46:48,374 - Train: 32.68% [408800/1251000] [326.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002284] [CE 4.232 (4.679)] [KD 4.870 (5.347)] 2024-10-12 10:46:54,299 - Train: 32.68% [408850/1251000] [326.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002284] [CE 4.369 (4.545)] [KD 5.137 (5.305)] 2024-10-12 10:47:00,116 - Train: 32.69% [408900/1251000] [326.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002284] [CE 4.568 (4.652)] [KD 5.384 (5.331)] 2024-10-12 10:47:05,959 - Train: 32.69% [408950/1251000] [326.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002283] [CE 4.753 (4.632)] [KD 5.440 (5.323)] 2024-10-12 10:47:11,919 - Train: 32.69% [409000/1251000] [326.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002283] [CE 4.525 (4.636)] [KD 5.079 (5.291)] 2024-10-12 10:47:17,656 - Train: 32.70% [409050/1251000] [327.0/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002283] [CE 4.185 (4.701)] [KD 5.051 (5.482)] 2024-10-12 10:47:25,597 - Test (net): 100.00% [50/50] [batch_t 0.055 (0.093)] [top1_cnt 31600] [top5_cnt 42674] [top_all 50000] 2024-10-12 10:47:25,598 - net: 63.200 (85.348) 2024-10-12 10:47:30,564 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 35933] [top5_cnt 45268] [top_all 50000] 2024-10-12 10:47:30,565 - net_E: 71.866 (90.536) 2024-10-12 10:47:30,703 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:47:30,704 - ==> Total time: 14:09:43 Eta: 1 day, 5:08:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:47:34,788 - Train: 32.70% [409100/1251000] [327.0/1000.0] [batch_t 0.115 (0.129)] [data_t 0.002] [optim_t 0.113] [lr 0.002283] [CE 4.572 (4.574)] [KD 5.469 (5.402)] 2024-10-12 10:47:40,800 - Train: 32.71% [409150/1251000] [327.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002283] [CE 4.705 (4.609)] [KD 5.598 (5.363)] 2024-10-12 10:47:46,847 - Train: 32.71% [409200/1251000] [327.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002283] [CE 4.923 (4.583)] [KD 5.501 (5.226)] 2024-10-12 10:47:52,878 - Train: 32.71% [409250/1251000] [327.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002282] [CE 4.475 (4.608)] [KD 4.866 (5.272)] 2024-10-12 10:47:58,790 - Train: 32.72% [409300/1251000] [327.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002282] [CE 4.887 (4.634)] [KD 5.191 (5.342)] 2024-10-12 10:48:04,754 - Train: 32.72% [409350/1251000] [327.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002282] [CE 4.464 (4.601)] [KD 5.368 (5.332)] 2024-10-12 10:48:10,633 - Train: 32.73% [409400/1251000] [327.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002282] [CE 4.621 (4.648)] [KD 5.263 (5.348)] 2024-10-12 10:48:16,438 - Train: 32.73% [409450/1251000] [327.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002282] [CE 5.091 (4.655)] [KD 5.395 (5.353)] 2024-10-12 10:48:22,482 - Train: 32.73% [409500/1251000] [327.3/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002282] [CE 4.735 (4.597)] [KD 5.504 (5.376)] 2024-10-12 10:48:28,382 - Train: 32.74% [409550/1251000] [327.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002281] [CE 5.132 (4.700)] [KD 5.428 (5.390)] 2024-10-12 10:48:34,281 - Train: 32.74% [409600/1251000] [327.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002281] [CE 4.302 (4.600)] [KD 5.257 (5.288)] 2024-10-12 10:48:40,285 - Train: 32.75% [409650/1251000] [327.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002281] [CE 4.663 (4.649)] [KD 5.120 (5.363)] 2024-10-12 10:48:46,175 - Train: 32.75% [409700/1251000] [327.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002281] [CE 4.893 (4.634)] [KD 5.448 (5.413)] 2024-10-12 10:48:52,255 - Train: 32.75% [409750/1251000] [327.5/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002281] [CE 4.599 (4.657)] [KD 5.354 (5.362)] 2024-10-12 10:48:58,143 - Train: 32.76% [409800/1251000] [327.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002281] [CE 4.309 (4.707)] [KD 5.397 (5.382)] 2024-10-12 10:49:04,071 - Train: 32.76% [409850/1251000] [327.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002280] [CE 4.471 (4.615)] [KD 5.483 (5.426)] 2024-10-12 10:49:09,895 - Train: 32.77% [409900/1251000] [327.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002280] [CE 4.403 (4.729)] [KD 5.406 (5.383)] 2024-10-12 10:49:15,713 - Train: 32.77% [409950/1251000] [327.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002280] [CE 4.608 (4.658)] [KD 5.526 (5.403)] 2024-10-12 10:49:21,751 - Train: 32.77% [410000/1251000] [327.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002280] [CE 4.945 (4.663)] [KD 5.586 (5.438)] 2024-10-12 10:49:27,937 - Train: 32.78% [410050/1251000] [327.8/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002280] [CE 4.787 (4.598)] [KD 5.344 (5.324)] 2024-10-12 10:49:33,845 - Train: 32.78% [410100/1251000] [327.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002280] [CE 4.598 (4.705)] [KD 5.333 (5.446)] 2024-10-12 10:49:39,738 - Train: 32.79% [410150/1251000] [327.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002280] [CE 4.462 (4.635)] [KD 5.199 (5.335)] 2024-10-12 10:49:45,630 - Train: 32.79% [410200/1251000] [327.9/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002279] [CE 5.040 (4.681)] [KD 5.472 (5.343)] 2024-10-12 10:49:51,554 - Train: 32.79% [410250/1251000] [327.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002279] [CE 4.845 (4.666)] [KD 5.516 (5.322)] 2024-10-12 10:49:57,432 - Train: 32.80% [410300/1251000] [328.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002279] [CE 5.016 (4.650)] [KD 5.568 (5.401)] 2024-10-12 10:50:05,429 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32053] [top5_cnt 42927] [top_all 50000] 2024-10-12 10:50:05,429 - net: 64.106 (85.854) 2024-10-12 10:50:10,313 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 35900] [top5_cnt 45275] [top_all 50000] 2024-10-12 10:50:10,314 - net_E: 71.800 (90.550) 2024-10-12 10:50:10,431 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:50:10,431 - ==> Total time: 14:12:23 Eta: 1 day, 5:06:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:50:14,999 - Train: 32.80% [410350/1251000] [328.0/1000.0] [batch_t 0.111 (0.133)] [data_t 0.003] [optim_t 0.108] [lr 0.002279] [CE 4.741 (4.670)] [KD 5.380 (5.391)] 2024-10-12 10:50:20,764 - Train: 32.81% [410400/1251000] [328.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002279] [CE 4.458 (4.637)] [KD 5.390 (5.322)] 2024-10-12 10:50:26,711 - Train: 32.81% [410450/1251000] [328.1/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002279] [CE 4.702 (4.626)] [KD 5.251 (5.296)] 2024-10-12 10:50:32,515 - Train: 32.81% [410500/1251000] [328.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002278] [CE 4.809 (4.609)] [KD 5.378 (5.375)] 2024-10-12 10:50:38,309 - Train: 32.82% [410550/1251000] [328.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002278] [CE 4.736 (4.679)] [KD 5.381 (5.281)] 2024-10-12 10:50:44,007 - Train: 32.82% [410600/1251000] [328.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002278] [CE 4.596 (4.594)] [KD 5.261 (5.290)] 2024-10-12 10:50:49,806 - Train: 32.83% [410650/1251000] [328.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002278] [CE 4.950 (4.661)] [KD 5.588 (5.375)] 2024-10-12 10:50:55,798 - Train: 32.83% [410700/1251000] [328.3/1000.0] [batch_t 0.227 (0.120)] [data_t 0.002] [optim_t 0.224] [lr 0.002278] [CE 4.508 (4.671)] [KD 5.171 (5.345)] 2024-10-12 10:51:01,491 - Train: 32.83% [410750/1251000] [328.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002278] [CE 4.870 (4.671)] [KD 5.241 (5.357)] 2024-10-12 10:51:07,307 - Train: 32.84% [410800/1251000] [328.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002277] [CE 4.864 (4.681)] [KD 5.690 (5.401)] 2024-10-12 10:51:12,963 - Train: 32.84% [410850/1251000] [328.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002277] [CE 4.378 (4.688)] [KD 5.188 (5.380)] 2024-10-12 10:51:18,877 - Train: 32.85% [410900/1251000] [328.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002277] [CE 4.209 (4.661)] [KD 5.143 (5.426)] 2024-10-12 10:51:24,657 - Train: 32.85% [410950/1251000] [328.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002277] [CE 5.277 (4.636)] [KD 5.795 (5.423)] 2024-10-12 10:51:30,542 - Train: 32.85% [411000/1251000] [328.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002277] [CE 4.648 (4.646)] [KD 5.092 (5.316)] 2024-10-12 10:51:36,242 - Train: 32.86% [411050/1251000] [328.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002277] [CE 4.902 (4.695)] [KD 5.518 (5.368)] 2024-10-12 10:51:42,162 - Train: 32.86% [411100/1251000] [328.6/1000.0] [batch_t 0.110 (0.118)] [data_t 0.002] [optim_t 0.107] [lr 0.002276] [CE 4.566 (4.605)] [KD 5.340 (5.359)] 2024-10-12 10:51:47,850 - Train: 32.87% [411150/1251000] [328.7/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002276] [CE 5.089 (4.629)] [KD 5.756 (5.286)] 2024-10-12 10:51:53,637 - Train: 32.87% [411200/1251000] [328.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002276] [CE 4.838 (4.643)] [KD 5.524 (5.338)] 2024-10-12 10:51:59,503 - Train: 32.87% [411250/1251000] [328.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002276] [CE 5.000 (4.719)] [KD 5.342 (5.382)] 2024-10-12 10:52:05,433 - Train: 32.88% [411300/1251000] [328.8/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002276] [CE 4.301 (4.654)] [KD 5.333 (5.365)] 2024-10-12 10:52:11,204 - Train: 32.88% [411350/1251000] [328.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002276] [CE 4.809 (4.676)] [KD 5.198 (5.375)] 2024-10-12 10:52:16,878 - Train: 32.89% [411400/1251000] [328.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002276] [CE 4.832 (4.675)] [KD 5.302 (5.397)] 2024-10-12 10:52:22,554 - Train: 32.89% [411450/1251000] [328.9/1000.0] [batch_t 0.118 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.002275] [CE 5.010 (4.733)] [KD 5.883 (5.446)] 2024-10-12 10:52:28,354 - Train: 32.89% [411500/1251000] [328.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002275] [CE 4.823 (4.646)] [KD 5.467 (5.407)] 2024-10-12 10:52:34,341 - Train: 32.90% [411550/1251000] [329.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002275] [CE 5.087 (4.650)] [KD 5.589 (5.343)] 2024-10-12 10:52:42,505 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31430] [top5_cnt 42473] [top_all 50000] 2024-10-12 10:52:42,505 - net: 62.860 (84.946) 2024-10-12 10:52:47,457 - Test (net_E): 100.00% [50/50] [batch_t 0.047 (0.093)] [top1_cnt 35939] [top5_cnt 45285] [top_all 50000] 2024-10-12 10:52:47,457 - net_E: 71.878 (90.570) 2024-10-12 10:52:47,581 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:52:47,582 - ==> Total time: 14:15:00 Eta: 1 day, 5:03:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:52:51,671 - Train: 32.90% [411600/1251000] [329.0/1000.0] [batch_t 0.113 (0.140)] [data_t 0.002] [optim_t 0.111] [lr 0.002275] [CE 4.684 (4.751)] [KD 5.329 (5.379)] 2024-10-12 10:52:57,515 - Train: 32.91% [411650/1251000] [329.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002275] [CE 4.560 (4.720)] [KD 5.472 (5.393)] 2024-10-12 10:53:03,215 - Train: 32.91% [411700/1251000] [329.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002275] [CE 4.672 (4.599)] [KD 5.148 (5.341)] 2024-10-12 10:53:09,202 - Train: 32.91% [411750/1251000] [329.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002274] [CE 4.875 (4.628)] [KD 5.463 (5.313)] 2024-10-12 10:53:14,870 - Train: 32.92% [411800/1251000] [329.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002274] [CE 4.472 (4.698)] [KD 5.074 (5.351)] 2024-10-12 10:53:20,631 - Train: 32.92% [411850/1251000] [329.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002274] [CE 4.317 (4.675)] [KD 5.223 (5.327)] 2024-10-12 10:53:26,823 - Train: 32.93% [411900/1251000] [329.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002274] [CE 4.837 (4.670)] [KD 5.495 (5.375)] 2024-10-12 10:53:32,499 - Train: 32.93% [411950/1251000] [329.3/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.002274] [CE 4.430 (4.683)] [KD 5.003 (5.374)] 2024-10-12 10:53:38,356 - Train: 32.93% [412000/1251000] [329.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002274] [CE 4.882 (4.632)] [KD 5.299 (5.289)] 2024-10-12 10:53:44,031 - Train: 32.94% [412050/1251000] [329.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002273] [CE 5.209 (4.681)] [KD 5.626 (5.324)] 2024-10-12 10:53:49,703 - Train: 32.94% [412100/1251000] [329.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002273] [CE 5.099 (4.701)] [KD 5.357 (5.379)] 2024-10-12 10:53:55,485 - Train: 32.95% [412150/1251000] [329.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.002273] [CE 4.813 (4.710)] [KD 5.223 (5.466)] 2024-10-12 10:54:01,478 - Train: 32.95% [412200/1251000] [329.5/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002273] [CE 4.713 (4.689)] [KD 5.484 (5.387)] 2024-10-12 10:54:07,255 - Train: 32.95% [412250/1251000] [329.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002273] [CE 4.305 (4.687)] [KD 5.116 (5.351)] 2024-10-12 10:54:13,030 - Train: 32.96% [412300/1251000] [329.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002273] [CE 4.389 (4.673)] [KD 5.268 (5.339)] 2024-10-12 10:54:18,791 - Train: 32.96% [412350/1251000] [329.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002272] [CE 4.356 (4.696)] [KD 5.458 (5.406)] 2024-10-12 10:54:24,597 - Train: 32.97% [412400/1251000] [329.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002272] [CE 4.276 (4.656)] [KD 5.112 (5.349)] 2024-10-12 10:54:30,316 - Train: 32.97% [412450/1251000] [329.7/1000.0] [batch_t 0.122 (0.114)] [data_t 0.002] [optim_t 0.119] [lr 0.002272] [CE 4.633 (4.708)] [KD 5.190 (5.422)] 2024-10-12 10:54:36,096 - Train: 32.97% [412500/1251000] [329.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002272] [CE 4.715 (4.655)] [KD 5.689 (5.316)] 2024-10-12 10:54:41,881 - Train: 32.98% [412550/1251000] [329.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002272] [CE 4.567 (4.744)] [KD 5.175 (5.325)] 2024-10-12 10:54:47,922 - Train: 32.98% [412600/1251000] [329.8/1000.0] [batch_t 0.112 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002272] [CE 5.226 (4.721)] [KD 5.793 (5.429)] 2024-10-12 10:54:53,618 - Train: 32.99% [412650/1251000] [329.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002272] [CE 4.730 (4.720)] [KD 5.298 (5.425)] 2024-10-12 10:54:59,336 - Train: 32.99% [412700/1251000] [329.9/1000.0] [batch_t 0.119 (0.114)] [data_t 0.002] [optim_t 0.116] [lr 0.002271] [CE 5.145 (4.698)] [KD 5.335 (5.331)] 2024-10-12 10:55:05,451 - Train: 32.99% [412750/1251000] [329.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002271] [CE 4.413 (4.572)] [KD 5.092 (5.254)] 2024-10-12 10:55:11,321 - Train: 33.00% [412800/1251000] [330.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002271] [CE 4.437 (4.647)] [KD 5.036 (5.384)] 2024-10-12 10:55:19,669 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 31756] [top5_cnt 42599] [top_all 50000] 2024-10-12 10:55:19,669 - net: 63.512 (85.198) 2024-10-12 10:55:24,608 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35962] [top5_cnt 45320] [top_all 50000] 2024-10-12 10:55:24,609 - net_E: 71.924 (90.640) 2024-10-12 10:55:24,739 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:55:24,740 - ==> Total time: 14:17:37 Eta: 1 day, 5:01:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:55:30,152 - Train: 33.00% [412850/1251000] [330.0/1000.0] [batch_t 0.112 (0.129)] [data_t 0.003] [optim_t 0.110] [lr 0.002271] [CE 3.897 (4.585)] [KD 5.026 (5.258)] 2024-10-12 10:55:35,818 - Train: 33.01% [412900/1251000] [330.1/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002271] [CE 4.738 (4.560)] [KD 5.432 (5.274)] 2024-10-12 10:55:41,769 - Train: 33.01% [412950/1251000] [330.1/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002271] [CE 4.380 (4.754)] [KD 5.265 (5.412)] 2024-10-12 10:55:47,558 - Train: 33.01% [413000/1251000] [330.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002270] [CE 4.399 (4.641)] [KD 5.561 (5.278)] 2024-10-12 10:55:53,359 - Train: 33.02% [413050/1251000] [330.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002270] [CE 4.986 (4.646)] [KD 5.669 (5.384)] 2024-10-12 10:55:59,145 - Train: 33.02% [413100/1251000] [330.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002270] [CE 5.027 (4.675)] [KD 5.355 (5.372)] 2024-10-12 10:56:04,984 - Train: 33.03% [413150/1251000] [330.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002270] [CE 4.503 (4.617)] [KD 5.448 (5.285)] 2024-10-12 10:56:10,938 - Train: 33.03% [413200/1251000] [330.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002270] [CE 4.444 (4.654)] [KD 5.121 (5.381)] 2024-10-12 10:56:16,814 - Train: 33.03% [413250/1251000] [330.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002270] [CE 4.518 (4.634)] [KD 5.248 (5.334)] 2024-10-12 10:56:22,645 - Train: 33.04% [413300/1251000] [330.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002269] [CE 4.201 (4.648)] [KD 5.103 (5.303)] 2024-10-12 10:56:28,299 - Train: 33.04% [413350/1251000] [330.4/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.002269] [CE 4.388 (4.670)] [KD 5.490 (5.357)] 2024-10-12 10:56:34,111 - Train: 33.05% [413400/1251000] [330.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002269] [CE 4.948 (4.698)] [KD 5.470 (5.430)] 2024-10-12 10:56:39,789 - Train: 33.05% [413450/1251000] [330.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002269] [CE 4.777 (4.661)] [KD 5.537 (5.371)] 2024-10-12 10:56:45,581 - Train: 33.05% [413500/1251000] [330.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002269] [CE 5.348 (4.693)] [KD 6.205 (5.390)] 2024-10-12 10:56:51,468 - Train: 33.06% [413550/1251000] [330.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002269] [CE 4.674 (4.708)] [KD 5.192 (5.405)] 2024-10-12 10:56:57,459 - Train: 33.06% [413600/1251000] [330.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002268] [CE 5.206 (4.648)] [KD 5.617 (5.344)] 2024-10-12 10:57:03,257 - Train: 33.07% [413650/1251000] [330.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002268] [CE 4.855 (4.651)] [KD 5.572 (5.282)] 2024-10-12 10:57:09,040 - Train: 33.07% [413700/1251000] [330.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002268] [CE 5.015 (4.577)] [KD 5.593 (5.306)] 2024-10-12 10:57:14,690 - Train: 33.07% [413750/1251000] [330.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002268] [CE 4.515 (4.670)] [KD 5.082 (5.199)] 2024-10-12 10:57:20,467 - Train: 33.08% [413800/1251000] [330.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002268] [CE 4.795 (4.709)] [KD 5.653 (5.355)] 2024-10-12 10:57:26,319 - Train: 33.08% [413850/1251000] [330.8/1000.0] [batch_t 0.207 (0.117)] [data_t 0.003] [optim_t 0.205] [lr 0.002268] [CE 5.301 (4.649)] [KD 5.924 (5.385)] 2024-10-12 10:57:32,054 - Train: 33.09% [413900/1251000] [330.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002267] [CE 4.353 (4.636)] [KD 5.301 (5.394)] 2024-10-12 10:57:37,928 - Train: 33.09% [413950/1251000] [330.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002267] [CE 5.044 (4.630)] [KD 5.498 (5.336)] 2024-10-12 10:57:43,718 - Train: 33.09% [414000/1251000] [330.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002267] [CE 4.332 (4.767)] [KD 5.495 (5.446)] 2024-10-12 10:57:49,506 - Train: 33.10% [414050/1251000] [331.0/1000.0] [batch_t 0.110 (0.116)] [data_t 0.003] [optim_t 0.108] [lr 0.002267] [CE 4.801 (4.618)] [KD 5.698 (5.408)] 2024-10-12 10:57:57,901 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32117] [top5_cnt 42948] [top_all 50000] 2024-10-12 10:57:57,902 - net: 64.234 (85.896) 2024-10-12 10:58:02,871 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35929] [top5_cnt 45330] [top_all 50000] 2024-10-12 10:58:02,872 - net_E: 71.858 (90.660) 2024-10-12 10:58:03,007 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 10:58:03,007 - ==> Total time: 14:20:15 Eta: 1 day, 4:58:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 10:58:08,750 - Train: 33.10% [414100/1251000] [331.0/1000.0] [batch_t 0.112 (0.138)] [data_t 0.002] [optim_t 0.110] [lr 0.002267] [CE 4.506 (4.605)] [KD 5.267 (5.274)] 2024-10-12 10:58:14,410 - Train: 33.11% [414150/1251000] [331.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.002267] [CE 4.157 (4.588)] [KD 4.807 (5.243)] 2024-10-12 10:58:20,244 - Train: 33.11% [414200/1251000] [331.1/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002267] [CE 5.299 (4.744)] [KD 5.573 (5.347)] 2024-10-12 10:58:25,911 - Train: 33.11% [414250/1251000] [331.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002266] [CE 4.731 (4.626)] [KD 5.385 (5.400)] 2024-10-12 10:58:31,990 - Train: 33.12% [414300/1251000] [331.2/1000.0] [batch_t 0.111 (0.121)] [data_t 0.003] [optim_t 0.109] [lr 0.002266] [CE 4.968 (4.648)] [KD 5.245 (5.331)] 2024-10-12 10:58:37,771 - Train: 33.12% [414350/1251000] [331.2/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.002266] [CE 5.019 (4.617)] [KD 5.555 (5.305)] 2024-10-12 10:58:43,529 - Train: 33.13% [414400/1251000] [331.3/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002266] [CE 4.571 (4.605)] [KD 5.533 (5.287)] 2024-10-12 10:58:49,175 - Train: 33.13% [414450/1251000] [331.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002266] [CE 4.606 (4.678)] [KD 5.075 (5.350)] 2024-10-12 10:58:54,969 - Train: 33.13% [414500/1251000] [331.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002266] [CE 4.177 (4.640)] [KD 5.034 (5.302)] 2024-10-12 10:59:00,720 - Train: 33.14% [414550/1251000] [331.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002265] [CE 4.910 (4.634)] [KD 5.499 (5.362)] 2024-10-12 10:59:06,505 - Train: 33.14% [414600/1251000] [331.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002265] [CE 4.593 (4.615)] [KD 5.097 (5.282)] 2024-10-12 10:59:12,280 - Train: 33.15% [414650/1251000] [331.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002265] [CE 4.287 (4.613)] [KD 5.088 (5.348)] 2024-10-12 10:59:18,154 - Train: 33.15% [414700/1251000] [331.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002265] [CE 4.661 (4.697)] [KD 5.231 (5.390)] 2024-10-12 10:59:24,061 - Train: 33.15% [414750/1251000] [331.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002265] [CE 4.206 (4.670)] [KD 5.241 (5.321)] 2024-10-12 10:59:29,730 - Train: 33.16% [414800/1251000] [331.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002265] [CE 4.547 (4.668)] [KD 5.400 (5.434)] 2024-10-12 10:59:35,404 - Train: 33.16% [414850/1251000] [331.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002264] [CE 4.956 (4.657)] [KD 5.502 (5.362)] 2024-10-12 10:59:41,198 - Train: 33.17% [414900/1251000] [331.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002264] [CE 4.609 (4.701)] [KD 5.420 (5.278)] 2024-10-12 10:59:47,206 - Train: 33.17% [414950/1251000] [331.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002264] [CE 4.926 (4.718)] [KD 5.326 (5.337)] 2024-10-12 10:59:52,884 - Train: 33.17% [415000/1251000] [331.7/1000.0] [batch_t 0.116 (0.113)] [data_t 0.003] [optim_t 0.113] [lr 0.002264] [CE 4.261 (4.590)] [KD 5.365 (5.288)] 2024-10-12 10:59:58,688 - Train: 33.18% [415050/1251000] [331.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002264] [CE 4.486 (4.692)] [KD 5.349 (5.342)] 2024-10-12 11:00:04,364 - Train: 33.18% [415100/1251000] [331.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.002264] [CE 4.827 (4.675)] [KD 5.569 (5.346)] 2024-10-12 11:00:10,370 - Train: 33.19% [415150/1251000] [331.9/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002263] [CE 4.709 (4.634)] [KD 5.670 (5.351)] 2024-10-12 11:00:16,192 - Train: 33.19% [415200/1251000] [331.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002263] [CE 4.679 (4.690)] [KD 5.303 (5.376)] 2024-10-12 11:00:21,996 - Train: 33.19% [415250/1251000] [331.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002263] [CE 4.650 (4.679)] [KD 4.939 (5.319)] 2024-10-12 11:00:27,810 - Train: 33.20% [415300/1251000] [332.0/1000.0] [batch_t 0.238 (0.116)] [data_t 0.002] [optim_t 0.236] [lr 0.002263] [CE 4.297 (4.628)] [KD 4.917 (5.359)] 2024-10-12 11:00:36,295 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32640] [top5_cnt 43434] [top_all 50000] 2024-10-12 11:00:36,295 - net: 65.280 (86.868) 2024-10-12 11:00:41,266 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35924] [top5_cnt 45305] [top_all 50000] 2024-10-12 11:00:41,266 - net_E: 71.848 (90.610) 2024-10-12 11:00:41,409 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 11:00:41,410 - ==> Total time: 14:22:54 Eta: 1 day, 4:56:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:00:45,191 - Train: 33.20% [415350/1251000] [332.0/1000.0] [batch_t 0.115 (0.135)] [data_t 0.002] [optim_t 0.112] [lr 0.002263] [CE 4.383 (4.680)] [KD 4.910 (5.284)] 2024-10-12 11:00:50,934 - Train: 33.21% [415400/1251000] [332.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002263] [CE 3.903 (4.655)] [KD 4.958 (5.253)] 2024-10-12 11:00:56,821 - Train: 33.21% [415450/1251000] [332.1/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002263] [CE 4.655 (4.703)] [KD 5.409 (5.367)] 2024-10-12 11:01:03,009 - Train: 33.21% [415500/1251000] [332.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002262] [CE 4.489 (4.668)] [KD 5.163 (5.289)] 2024-10-12 11:01:08,755 - Train: 33.22% [415550/1251000] [332.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002262] [CE 4.567 (4.613)] [KD 5.331 (5.302)] 2024-10-12 11:01:14,824 - Train: 33.22% [415600/1251000] [332.2/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002262] [CE 4.370 (4.638)] [KD 5.356 (5.346)] 2024-10-12 11:01:20,578 - Train: 33.23% [415650/1251000] [332.3/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002262] [CE 4.917 (4.652)] [KD 5.541 (5.291)] 2024-10-12 11:01:26,469 - Train: 33.23% [415700/1251000] [332.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002262] [CE 4.913 (4.610)] [KD 5.485 (5.327)] 2024-10-12 11:01:32,485 - Train: 33.23% [415750/1251000] [332.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002262] [CE 4.533 (4.610)] [KD 5.227 (5.310)] 2024-10-12 11:01:38,517 - Train: 33.24% [415800/1251000] [332.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002261] [CE 4.901 (4.649)] [KD 5.779 (5.361)] 2024-10-12 11:01:44,277 - Train: 33.24% [415850/1251000] [332.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002261] [CE 4.999 (4.678)] [KD 5.283 (5.353)] 2024-10-12 11:01:50,173 - Train: 33.25% [415900/1251000] [332.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002261] [CE 4.635 (4.652)] [KD 5.401 (5.342)] 2024-10-12 11:01:55,962 - Train: 33.25% [415950/1251000] [332.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002261] [CE 4.942 (4.676)] [KD 5.619 (5.325)] 2024-10-12 11:02:01,972 - Train: 33.25% [416000/1251000] [332.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002261] [CE 4.370 (4.659)] [KD 5.206 (5.337)] 2024-10-12 11:02:08,081 - Train: 33.26% [416050/1251000] [332.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002261] [CE 4.556 (4.723)] [KD 4.999 (5.344)] 2024-10-12 11:02:13,931 - Train: 33.26% [416100/1251000] [332.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002260] [CE 5.066 (4.703)] [KD 5.628 (5.335)] 2024-10-12 11:02:19,641 - Train: 33.27% [416150/1251000] [332.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002260] [CE 4.679 (4.656)] [KD 5.424 (5.379)] 2024-10-12 11:02:25,563 - Train: 33.27% [416200/1251000] [332.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002260] [CE 4.468 (4.635)] [KD 5.324 (5.363)] 2024-10-12 11:02:31,380 - Train: 33.27% [416250/1251000] [332.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002260] [CE 4.537 (4.590)] [KD 5.106 (5.363)] 2024-10-12 11:02:37,082 - Train: 33.28% [416300/1251000] [332.8/1000.0] [batch_t 0.121 (0.114)] [data_t 0.002] [optim_t 0.119] [lr 0.002260] [CE 4.877 (4.767)] [KD 5.504 (5.404)] 2024-10-12 11:02:43,124 - Train: 33.28% [416350/1251000] [332.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002260] [CE 4.525 (4.699)] [KD 5.327 (5.411)] 2024-10-12 11:02:48,838 - Train: 33.29% [416400/1251000] [332.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002259] [CE 4.672 (4.688)] [KD 5.258 (5.368)] 2024-10-12 11:02:54,893 - Train: 33.29% [416450/1251000] [332.9/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002259] [CE 4.556 (4.691)] [KD 5.255 (5.372)] 2024-10-12 11:03:00,784 - Train: 33.29% [416500/1251000] [332.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002259] [CE 4.882 (4.653)] [KD 5.303 (5.343)] 2024-10-12 11:03:06,686 - Train: 33.30% [416550/1251000] [333.0/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002259] [CE 4.357 (4.678)] [KD 5.303 (5.407)] 2024-10-12 11:03:15,398 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32413] [top5_cnt 43122] [top_all 50000] 2024-10-12 11:03:15,399 - net: 64.826 (86.244) 2024-10-12 11:03:20,310 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35964] [top5_cnt 45321] [top_all 50000] 2024-10-12 11:03:20,311 - net_E: 71.928 (90.642) 2024-10-12 11:03:20,428 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 71.944 (epoch: 307)] 2024-10-12 11:03:20,428 - ==> Total time: 14:25:33 Eta: 1 day, 4:53:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:03:24,095 - Train: 33.30% [416600/1251000] [333.0/1000.0] [batch_t 0.114 (0.156)] [data_t 0.002] [optim_t 0.111] [lr 0.002259] [CE 4.675 (4.791)] [KD 5.479 (5.440)] 2024-10-12 11:03:30,046 - Train: 33.31% [416650/1251000] [333.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002259] [CE 4.823 (4.651)] [KD 5.351 (5.256)] 2024-10-12 11:03:35,690 - Train: 33.31% [416700/1251000] [333.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002258] [CE 5.200 (4.691)] [KD 5.800 (5.348)] 2024-10-12 11:03:41,354 - Train: 33.31% [416750/1251000] [333.1/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002258] [CE 4.468 (4.720)] [KD 5.181 (5.396)] 2024-10-12 11:03:47,124 - Train: 33.32% [416800/1251000] [333.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002258] [CE 5.009 (4.651)] [KD 5.330 (5.338)] 2024-10-12 11:03:53,059 - Train: 33.32% [416850/1251000] [333.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002258] [CE 4.484 (4.611)] [KD 5.422 (5.315)] 2024-10-12 11:03:58,853 - Train: 33.33% [416900/1251000] [333.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002258] [CE 4.488 (4.650)] [KD 5.313 (5.356)] 2024-10-12 11:04:04,633 - Train: 33.33% [416950/1251000] [333.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002258] [CE 5.004 (4.727)] [KD 5.595 (5.386)] 2024-10-12 11:04:10,297 - Train: 33.33% [417000/1251000] [333.3/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002258] [CE 4.306 (4.708)] [KD 5.374 (5.364)] 2024-10-12 11:04:16,184 - Train: 33.34% [417050/1251000] [333.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002257] [CE 4.609 (4.681)] [KD 5.494 (5.309)] 2024-10-12 11:04:22,073 - Train: 33.34% [417100/1251000] [333.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002257] [CE 4.909 (4.620)] [KD 5.514 (5.388)] 2024-10-12 11:04:27,722 - Train: 33.35% [417150/1251000] [333.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002257] [CE 4.645 (4.605)] [KD 5.118 (5.467)] 2024-10-12 11:04:33,395 - Train: 33.35% [417200/1251000] [333.5/1000.0] [batch_t 0.118 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.002257] [CE 4.129 (4.576)] [KD 4.832 (5.277)] 2024-10-12 11:04:39,207 - Train: 33.35% [417250/1251000] [333.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002257] [CE 4.714 (4.673)] [KD 5.300 (5.348)] 2024-10-12 11:04:45,100 - Train: 33.36% [417300/1251000] [333.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002257] [CE 4.565 (4.711)] [KD 5.099 (5.401)] 2024-10-12 11:04:50,752 - Train: 33.36% [417350/1251000] [333.6/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002256] [CE 4.815 (4.740)] [KD 5.259 (5.373)] 2024-10-12 11:04:56,659 - Train: 33.37% [417400/1251000] [333.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002256] [CE 4.455 (4.630)] [KD 4.793 (5.304)] 2024-10-12 11:05:02,462 - Train: 33.37% [417450/1251000] [333.7/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002256] [CE 4.961 (4.653)] [KD 5.340 (5.372)] 2024-10-12 11:05:08,365 - Train: 33.37% [417500/1251000] [333.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002256] [CE 4.399 (4.614)] [KD 5.002 (5.332)] 2024-10-12 11:05:14,161 - Train: 33.38% [417550/1251000] [333.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002256] [CE 4.749 (4.634)] [KD 5.394 (5.319)] 2024-10-12 11:05:19,836 - Train: 33.38% [417600/1251000] [333.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002256] [CE 4.823 (4.674)] [KD 5.193 (5.343)] 2024-10-12 11:05:25,734 - Train: 33.39% [417650/1251000] [333.9/1000.0] [batch_t 0.232 (0.118)] [data_t 0.002] [optim_t 0.230] [lr 0.002255] [CE 4.499 (4.699)] [KD 5.436 (5.410)] 2024-10-12 11:05:31,531 - Train: 33.39% [417700/1251000] [333.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002255] [CE 4.677 (4.627)] [KD 5.232 (5.359)] 2024-10-12 11:05:37,236 - Train: 33.39% [417750/1251000] [333.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002255] [CE 4.916 (4.723)] [KD 5.468 (5.378)] 2024-10-12 11:05:43,064 - Train: 33.40% [417800/1251000] [334.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002255] [CE 4.791 (4.763)] [KD 5.406 (5.505)] 2024-10-12 11:05:51,859 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32629] [top5_cnt 43397] [top_all 50000] 2024-10-12 11:05:51,859 - net: 65.258 (86.794) 2024-10-12 11:05:56,847 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36020] [top5_cnt 45293] [top_all 50000] 2024-10-12 11:05:56,848 - net_E: 72.040 (90.586) 2024-10-12 11:05:56,965 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 72.040 (epoch: 334)] 2024-10-12 11:05:56,965 - ==> Total time: 14:28:09 Eta: 1 day, 4:51:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:06:02,273 - Train: 33.40% [417850/1251000] [334.0/1000.0] [batch_t 0.115 (0.142)] [data_t 0.003] [optim_t 0.112] [lr 0.002255] [CE 4.560 (4.681)] [KD 4.997 (5.278)] 2024-10-12 11:06:08,326 - Train: 33.41% [417900/1251000] [334.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002255] [CE 5.327 (4.694)] [KD 5.466 (5.336)] 2024-10-12 11:06:14,167 - Train: 33.41% [417950/1251000] [334.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002254] [CE 5.091 (4.659)] [KD 5.594 (5.313)] 2024-10-12 11:06:20,050 - Train: 33.41% [418000/1251000] [334.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002254] [CE 4.863 (4.636)] [KD 5.432 (5.336)] 2024-10-12 11:06:25,875 - Train: 33.42% [418050/1251000] [334.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002254] [CE 4.188 (4.666)] [KD 5.217 (5.358)] 2024-10-12 11:06:31,844 - Train: 33.42% [418100/1251000] [334.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002254] [CE 4.526 (4.632)] [KD 5.325 (5.308)] 2024-10-12 11:06:37,722 - Train: 33.43% [418150/1251000] [334.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002254] [CE 4.812 (4.656)] [KD 5.463 (5.303)] 2024-10-12 11:06:43,429 - Train: 33.43% [418200/1251000] [334.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002254] [CE 4.757 (4.723)] [KD 5.024 (5.366)] 2024-10-12 11:06:49,123 - Train: 33.43% [418250/1251000] [334.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002253] [CE 4.850 (4.639)] [KD 5.671 (5.270)] 2024-10-12 11:06:54,837 - Train: 33.44% [418300/1251000] [334.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002253] [CE 4.876 (4.705)] [KD 5.743 (5.342)] 2024-10-12 11:07:00,784 - Train: 33.44% [418350/1251000] [334.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002253] [CE 4.344 (4.650)] [KD 5.152 (5.377)] 2024-10-12 11:07:06,523 - Train: 33.45% [418400/1251000] [334.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.002253] [CE 5.107 (4.660)] [KD 5.575 (5.343)] 2024-10-12 11:07:12,659 - Train: 33.45% [418450/1251000] [334.5/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002253] [CE 4.787 (4.678)] [KD 5.552 (5.378)] 2024-10-12 11:07:18,520 - Train: 33.45% [418500/1251000] [334.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002253] [CE 4.499 (4.627)] [KD 5.058 (5.313)] 2024-10-12 11:07:24,344 - Train: 33.46% [418550/1251000] [334.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002252] [CE 4.504 (4.568)] [KD 5.543 (5.271)] 2024-10-12 11:07:30,077 - Train: 33.46% [418600/1251000] [334.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002252] [CE 4.731 (4.639)] [KD 5.093 (5.276)] 2024-10-12 11:07:35,837 - Train: 33.47% [418650/1251000] [334.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002252] [CE 4.186 (4.582)] [KD 4.800 (5.301)] 2024-10-12 11:07:41,645 - Train: 33.47% [418700/1251000] [334.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002252] [CE 4.871 (4.679)] [KD 5.249 (5.280)] 2024-10-12 11:07:47,631 - Train: 33.47% [418750/1251000] [334.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002252] [CE 4.582 (4.616)] [KD 5.475 (5.318)] 2024-10-12 11:07:53,590 - Train: 33.48% [418800/1251000] [334.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002252] [CE 4.300 (4.658)] [KD 5.001 (5.340)] 2024-10-12 11:07:59,448 - Train: 33.48% [418850/1251000] [334.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002252] [CE 4.489 (4.669)] [KD 5.272 (5.370)] 2024-10-12 11:08:05,311 - Train: 33.49% [418900/1251000] [334.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002251] [CE 4.589 (4.618)] [KD 5.070 (5.362)] 2024-10-12 11:08:11,197 - Train: 33.49% [418950/1251000] [334.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002251] [CE 4.974 (4.656)] [KD 5.495 (5.311)] 2024-10-12 11:08:17,027 - Train: 33.49% [419000/1251000] [334.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002251] [CE 4.614 (4.646)] [KD 5.319 (5.294)] 2024-10-12 11:08:22,880 - Train: 33.50% [419050/1251000] [335.0/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002251] [CE 4.693 (4.677)] [KD 5.431 (5.348)] 2024-10-12 11:08:31,761 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32665] [top5_cnt 43399] [top_all 50000] 2024-10-12 11:08:31,761 - net: 65.330 (86.798) 2024-10-12 11:08:36,787 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 36043] [top5_cnt 45279] [top_all 50000] 2024-10-12 11:08:36,787 - net_E: 72.086 (90.558) 2024-10-12 11:08:36,925 - Max [top1: 65.978 (epoch: 326)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:08:36,925 - ==> Total time: 14:30:49 Eta: 1 day, 4:48:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:08:42,682 - Train: 33.50% [419100/1251000] [335.0/1000.0] [batch_t 0.116 (0.145)] [data_t 0.002] [optim_t 0.114] [lr 0.002251] [CE 5.173 (4.785)] [KD 5.758 (5.447)] 2024-10-12 11:08:48,462 - Train: 33.51% [419150/1251000] [335.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002251] [CE 4.977 (4.589)] [KD 5.401 (5.242)] 2024-10-12 11:08:54,482 - Train: 33.51% [419200/1251000] [335.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002250] [CE 4.446 (4.593)] [KD 5.352 (5.270)] 2024-10-12 11:09:00,355 - Train: 33.51% [419250/1251000] [335.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002250] [CE 5.030 (4.626)] [KD 5.491 (5.315)] 2024-10-12 11:09:06,379 - Train: 33.52% [419300/1251000] [335.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002250] [CE 4.654 (4.715)] [KD 5.306 (5.351)] 2024-10-12 11:09:12,249 - Train: 33.52% [419350/1251000] [335.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002250] [CE 4.606 (4.698)] [KD 5.488 (5.378)] 2024-10-12 11:09:18,120 - Train: 33.53% [419400/1251000] [335.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002250] [CE 4.457 (4.655)] [KD 5.344 (5.359)] 2024-10-12 11:09:23,819 - Train: 33.53% [419450/1251000] [335.3/1000.0] [batch_t 0.117 (0.114)] [data_t 0.003] [optim_t 0.114] [lr 0.002250] [CE 4.475 (4.656)] [KD 5.362 (5.370)] 2024-10-12 11:09:29,644 - Train: 33.53% [419500/1251000] [335.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002249] [CE 4.771 (4.687)] [KD 5.485 (5.316)] 2024-10-12 11:09:35,620 - Train: 33.54% [419550/1251000] [335.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002249] [CE 5.355 (4.630)] [KD 5.524 (5.324)] 2024-10-12 11:09:41,456 - Train: 33.54% [419600/1251000] [335.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002249] [CE 4.890 (4.691)] [KD 5.464 (5.329)] 2024-10-12 11:09:47,441 - Train: 33.55% [419650/1251000] [335.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002249] [CE 4.325 (4.676)] [KD 5.308 (5.342)] 2024-10-12 11:09:53,291 - Train: 33.55% [419700/1251000] [335.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002249] [CE 4.782 (4.625)] [KD 5.740 (5.349)] 2024-10-12 11:09:59,031 - Train: 33.55% [419750/1251000] [335.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002249] [CE 4.509 (4.584)] [KD 5.267 (5.274)] 2024-10-12 11:10:05,046 - Train: 33.56% [419800/1251000] [335.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002248] [CE 5.071 (4.602)] [KD 5.573 (5.348)] 2024-10-12 11:10:10,910 - Train: 33.56% [419850/1251000] [335.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002248] [CE 4.615 (4.702)] [KD 4.999 (5.365)] 2024-10-12 11:10:16,844 - Train: 33.57% [419900/1251000] [335.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002248] [CE 4.459 (4.714)] [KD 5.458 (5.381)] 2024-10-12 11:10:22,694 - Train: 33.57% [419950/1251000] [335.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002248] [CE 4.797 (4.568)] [KD 5.436 (5.312)] 2024-10-12 11:10:28,419 - Train: 33.57% [420000/1251000] [335.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002248] [CE 4.252 (4.630)] [KD 5.272 (5.288)] 2024-10-12 11:10:34,234 - Train: 33.58% [420050/1251000] [335.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002248] [CE 5.412 (4.723)] [KD 5.846 (5.330)] 2024-10-12 11:10:40,076 - Train: 33.58% [420100/1251000] [335.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002247] [CE 4.047 (4.708)] [KD 4.980 (5.288)] 2024-10-12 11:10:46,042 - Train: 33.59% [420150/1251000] [335.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002247] [CE 4.314 (4.722)] [KD 5.345 (5.379)] 2024-10-12 11:10:52,026 - Train: 33.59% [420200/1251000] [335.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002247] [CE 4.616 (4.670)] [KD 5.211 (5.372)] 2024-10-12 11:10:57,914 - Train: 33.59% [420250/1251000] [335.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002247] [CE 5.013 (4.654)] [KD 5.630 (5.368)] 2024-10-12 11:11:03,771 - Train: 33.60% [420300/1251000] [336.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002247] [CE 4.512 (4.683)] [KD 5.384 (5.387)] 2024-10-12 11:11:12,814 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33044] [top5_cnt 43622] [top_all 50000] 2024-10-12 11:11:12,814 - net: 66.088 (87.244) 2024-10-12 11:11:17,857 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36008] [top5_cnt 45295] [top_all 50000] 2024-10-12 11:11:17,857 - net_E: 72.016 (90.590) 2024-10-12 11:11:17,990 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:11:17,990 - ==> Total time: 14:33:30 Eta: 1 day, 4:46:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:11:24,225 - Train: 33.60% [420350/1251000] [336.0/1000.0] [batch_t 0.113 (0.139)] [data_t 0.002] [optim_t 0.111] [lr 0.002247] [CE 4.648 (4.679)] [KD 5.289 (5.256)] 2024-10-12 11:11:30,074 - Train: 33.61% [420400/1251000] [336.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002246] [CE 4.448 (4.641)] [KD 5.302 (5.381)] 2024-10-12 11:11:36,089 - Train: 33.61% [420450/1251000] [336.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002246] [CE 4.979 (4.661)] [KD 5.438 (5.371)] 2024-10-12 11:11:42,211 - Train: 33.61% [420500/1251000] [336.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002246] [CE 4.571 (4.705)] [KD 5.276 (5.373)] 2024-10-12 11:11:47,937 - Train: 33.62% [420550/1251000] [336.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002246] [CE 3.947 (4.673)] [KD 5.170 (5.318)] 2024-10-12 11:11:53,843 - Train: 33.62% [420600/1251000] [336.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002246] [CE 4.444 (4.585)] [KD 5.415 (5.293)] 2024-10-12 11:11:59,731 - Train: 33.63% [420650/1251000] [336.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002246] [CE 4.419 (4.694)] [KD 5.290 (5.254)] 2024-10-12 11:12:05,530 - Train: 33.63% [420700/1251000] [336.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002246] [CE 4.660 (4.735)] [KD 5.145 (5.384)] 2024-10-12 11:12:11,347 - Train: 33.63% [420750/1251000] [336.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002245] [CE 4.716 (4.637)] [KD 5.527 (5.295)] 2024-10-12 11:12:17,254 - Train: 33.64% [420800/1251000] [336.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002245] [CE 4.945 (4.637)] [KD 5.434 (5.287)] 2024-10-12 11:12:23,220 - Train: 33.64% [420850/1251000] [336.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002245] [CE 4.139 (4.572)] [KD 5.262 (5.313)] 2024-10-12 11:12:29,047 - Train: 33.65% [420900/1251000] [336.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002245] [CE 4.826 (4.681)] [KD 5.501 (5.285)] 2024-10-12 11:12:34,911 - Train: 33.65% [420950/1251000] [336.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002245] [CE 4.710 (4.579)] [KD 5.032 (5.266)] 2024-10-12 11:12:40,634 - Train: 33.65% [421000/1251000] [336.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002245] [CE 4.344 (4.657)] [KD 5.057 (5.316)] 2024-10-12 11:12:46,534 - Train: 33.66% [421050/1251000] [336.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002244] [CE 4.470 (4.593)] [KD 5.260 (5.223)] 2024-10-12 11:12:52,387 - Train: 33.66% [421100/1251000] [336.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002244] [CE 4.525 (4.651)] [KD 5.414 (5.313)] 2024-10-12 11:12:58,230 - Train: 33.67% [421150/1251000] [336.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002244] [CE 4.370 (4.569)] [KD 5.145 (5.300)] 2024-10-12 11:13:03,976 - Train: 33.67% [421200/1251000] [336.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002244] [CE 4.282 (4.706)] [KD 4.995 (5.383)] 2024-10-12 11:13:09,867 - Train: 33.67% [421250/1251000] [336.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002244] [CE 4.985 (4.661)] [KD 5.856 (5.336)] 2024-10-12 11:13:15,896 - Train: 33.68% [421300/1251000] [336.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002244] [CE 4.808 (4.734)] [KD 5.250 (5.418)] 2024-10-12 11:13:21,920 - Train: 33.68% [421350/1251000] [336.8/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.002243] [CE 4.953 (4.628)] [KD 5.238 (5.257)] 2024-10-12 11:13:27,609 - Train: 33.69% [421400/1251000] [336.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002243] [CE 4.893 (4.589)] [KD 5.309 (5.341)] 2024-10-12 11:13:33,425 - Train: 33.69% [421450/1251000] [336.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002243] [CE 5.071 (4.693)] [KD 5.545 (5.381)] 2024-10-12 11:13:39,285 - Train: 33.69% [421500/1251000] [336.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002243] [CE 5.014 (4.687)] [KD 5.425 (5.438)] 2024-10-12 11:13:44,999 - Train: 33.70% [421550/1251000] [337.0/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002243] [CE 4.470 (4.717)] [KD 5.817 (5.396)] 2024-10-12 11:13:54,139 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32519] [top5_cnt 43397] [top_all 50000] 2024-10-12 11:13:54,139 - net: 65.038 (86.794) 2024-10-12 11:13:59,156 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36025] [top5_cnt 45281] [top_all 50000] 2024-10-12 11:13:59,156 - net_E: 72.050 (90.562) 2024-10-12 11:13:59,308 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:13:59,308 - ==> Total time: 14:36:11 Eta: 1 day, 4:43:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:14:02,488 - Train: 33.70% [421600/1251000] [337.0/1000.0] [batch_t 0.115 (0.160)] [data_t 0.002] [optim_t 0.113] [lr 0.002243] [CE 5.088 (4.733)] [KD 5.578 (5.420)] 2024-10-12 11:14:08,600 - Train: 33.71% [421650/1251000] [337.1/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.002242] [CE 4.556 (4.638)] [KD 4.973 (5.334)] 2024-10-12 11:14:14,433 - Train: 33.71% [421700/1251000] [337.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002242] [CE 4.856 (4.688)] [KD 5.437 (5.372)] 2024-10-12 11:14:20,258 - Train: 33.71% [421750/1251000] [337.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002242] [CE 4.660 (4.672)] [KD 5.799 (5.387)] 2024-10-12 11:14:26,242 - Train: 33.72% [421800/1251000] [337.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002242] [CE 4.101 (4.641)] [KD 5.027 (5.334)] 2024-10-12 11:14:31,958 - Train: 33.72% [421850/1251000] [337.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002242] [CE 5.055 (4.634)] [KD 5.682 (5.367)] 2024-10-12 11:14:37,730 - Train: 33.73% [421900/1251000] [337.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.002242] [CE 4.351 (4.758)] [KD 4.894 (5.418)] 2024-10-12 11:14:43,571 - Train: 33.73% [421950/1251000] [337.3/1000.0] [batch_t 0.108 (0.117)] [data_t 0.002] [optim_t 0.106] [lr 0.002241] [CE 4.607 (4.632)] [KD 5.078 (5.259)] 2024-10-12 11:14:49,415 - Train: 33.73% [422000/1251000] [337.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002241] [CE 4.419 (4.696)] [KD 5.487 (5.339)] 2024-10-12 11:14:55,372 - Train: 33.74% [422050/1251000] [337.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002241] [CE 4.350 (4.636)] [KD 5.117 (5.294)] 2024-10-12 11:15:01,238 - Train: 33.74% [422100/1251000] [337.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002241] [CE 3.822 (4.648)] [KD 5.125 (5.397)] 2024-10-12 11:15:07,167 - Train: 33.75% [422150/1251000] [337.5/1000.0] [batch_t 0.125 (0.118)] [data_t 0.002] [optim_t 0.122] [lr 0.002241] [CE 4.658 (4.647)] [KD 5.108 (5.268)] 2024-10-12 11:15:13,283 - Train: 33.75% [422200/1251000] [337.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002241] [CE 5.525 (4.685)] [KD 5.703 (5.393)] 2024-10-12 11:15:19,063 - Train: 33.75% [422250/1251000] [337.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002240] [CE 4.449 (4.693)] [KD 5.252 (5.361)] 2024-10-12 11:15:24,938 - Train: 33.76% [422300/1251000] [337.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002240] [CE 4.711 (4.643)] [KD 5.200 (5.308)] 2024-10-12 11:15:30,693 - Train: 33.76% [422350/1251000] [337.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002240] [CE 4.444 (4.679)] [KD 5.112 (5.248)] 2024-10-12 11:15:36,647 - Train: 33.76% [422400/1251000] [337.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002240] [CE 4.626 (4.694)] [KD 5.211 (5.274)] 2024-10-12 11:15:42,511 - Train: 33.77% [422450/1251000] [337.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002240] [CE 4.687 (4.677)] [KD 5.166 (5.350)] 2024-10-12 11:15:48,675 - Train: 33.77% [422500/1251000] [337.7/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002240] [CE 4.986 (4.647)] [KD 5.642 (5.316)] 2024-10-12 11:15:54,557 - Train: 33.78% [422550/1251000] [337.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002240] [CE 4.255 (4.638)] [KD 5.145 (5.278)] 2024-10-12 11:16:00,453 - Train: 33.78% [422600/1251000] [337.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002239] [CE 4.662 (4.649)] [KD 5.153 (5.206)] 2024-10-12 11:16:06,347 - Train: 33.78% [422650/1251000] [337.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002239] [CE 5.005 (4.693)] [KD 5.547 (5.321)] 2024-10-12 11:16:12,116 - Train: 33.79% [422700/1251000] [337.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002239] [CE 4.265 (4.609)] [KD 5.336 (5.314)] 2024-10-12 11:16:17,859 - Train: 33.79% [422750/1251000] [337.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002239] [CE 4.765 (4.631)] [KD 5.147 (5.283)] 2024-10-12 11:16:24,068 - Train: 33.80% [422800/1251000] [338.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002239] [CE 4.773 (4.755)] [KD 5.316 (5.282)] 2024-10-12 11:16:33,265 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 31759] [top5_cnt 42848] [top_all 50000] 2024-10-12 11:16:33,265 - net: 63.518 (85.696) 2024-10-12 11:16:38,194 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 36004] [top5_cnt 45289] [top_all 50000] 2024-10-12 11:16:38,194 - net_E: 72.008 (90.578) 2024-10-12 11:16:38,334 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:16:38,335 - ==> Total time: 14:38:51 Eta: 1 day, 4:41:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:16:41,517 - Train: 33.80% [422850/1251000] [338.0/1000.0] [batch_t 0.113 (0.158)] [data_t 0.002] [optim_t 0.111] [lr 0.002239] [CE 4.533 (4.609)] [KD 5.254 (5.302)] 2024-10-12 11:16:47,573 - Train: 33.80% [422900/1251000] [338.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002238] [CE 4.562 (4.659)] [KD 5.352 (5.260)] 2024-10-12 11:16:53,203 - Train: 33.81% [422950/1251000] [338.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002238] [CE 4.951 (4.642)] [KD 5.377 (5.227)] 2024-10-12 11:16:58,865 - Train: 33.81% [423000/1251000] [338.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002238] [CE 4.518 (4.665)] [KD 5.280 (5.298)] 2024-10-12 11:17:04,806 - Train: 33.82% [423050/1251000] [338.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002238] [CE 4.706 (4.671)] [KD 5.144 (5.358)] 2024-10-12 11:17:10,701 - Train: 33.82% [423100/1251000] [338.2/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002238] [CE 5.129 (4.696)] [KD 5.702 (5.356)] 2024-10-12 11:17:16,352 - Train: 33.82% [423150/1251000] [338.2/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.002238] [CE 4.776 (4.620)] [KD 5.397 (5.301)] 2024-10-12 11:17:22,020 - Train: 33.83% [423200/1251000] [338.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002237] [CE 4.853 (4.686)] [KD 5.338 (5.402)] 2024-10-12 11:17:27,644 - Train: 33.83% [423250/1251000] [338.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.002237] [CE 4.302 (4.621)] [KD 5.071 (5.255)] 2024-10-12 11:17:33,756 - Train: 33.84% [423300/1251000] [338.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002237] [CE 5.000 (4.665)] [KD 5.291 (5.297)] 2024-10-12 11:17:39,650 - Train: 33.84% [423350/1251000] [338.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002237] [CE 4.834 (4.681)] [KD 5.238 (5.339)] 2024-10-12 11:17:45,418 - Train: 33.84% [423400/1251000] [338.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002237] [CE 4.342 (4.610)] [KD 5.243 (5.309)] 2024-10-12 11:17:51,115 - Train: 33.85% [423450/1251000] [338.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002237] [CE 4.529 (4.627)] [KD 5.322 (5.360)] 2024-10-12 11:17:56,974 - Train: 33.85% [423500/1251000] [338.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002236] [CE 4.722 (4.650)] [KD 5.169 (5.345)] 2024-10-12 11:18:02,710 - Train: 33.86% [423550/1251000] [338.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002236] [CE 4.450 (4.633)] [KD 5.253 (5.350)] 2024-10-12 11:18:08,491 - Train: 33.86% [423600/1251000] [338.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002236] [CE 4.831 (4.705)] [KD 5.402 (5.353)] 2024-10-12 11:18:14,406 - Train: 33.86% [423650/1251000] [338.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002236] [CE 4.972 (4.621)] [KD 5.572 (5.356)] 2024-10-12 11:18:20,283 - Train: 33.87% [423700/1251000] [338.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002236] [CE 4.505 (4.700)] [KD 5.219 (5.370)] 2024-10-12 11:18:26,155 - Train: 33.87% [423750/1251000] [338.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002236] [CE 4.563 (4.675)] [KD 5.328 (5.364)] 2024-10-12 11:18:31,801 - Train: 33.88% [423800/1251000] [338.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002235] [CE 4.889 (4.662)] [KD 5.675 (5.418)] 2024-10-12 11:18:37,559 - Train: 33.88% [423850/1251000] [338.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002235] [CE 4.458 (4.656)] [KD 5.243 (5.364)] 2024-10-12 11:18:43,338 - Train: 33.88% [423900/1251000] [338.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002235] [CE 4.516 (4.648)] [KD 5.093 (5.241)] 2024-10-12 11:18:49,208 - Train: 33.89% [423950/1251000] [338.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002235] [CE 4.566 (4.759)] [KD 5.388 (5.375)] 2024-10-12 11:18:54,958 - Train: 33.89% [424000/1251000] [338.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002235] [CE 4.837 (4.593)] [KD 5.422 (5.223)] 2024-10-12 11:19:00,629 - Train: 33.90% [424050/1251000] [339.0/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002235] [CE 5.161 (4.693)] [KD 5.462 (5.350)] 2024-10-12 11:19:09,975 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32926] [top5_cnt 43558] [top_all 50000] 2024-10-12 11:19:09,976 - net: 65.852 (87.116) 2024-10-12 11:19:14,889 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35971] [top5_cnt 45343] [top_all 50000] 2024-10-12 11:19:14,889 - net_E: 71.942 (90.686) 2024-10-12 11:19:15,015 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:19:15,016 - ==> Total time: 14:41:27 Eta: 1 day, 4:38:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:19:17,695 - Train: 33.90% [424100/1251000] [339.0/1000.0] [batch_t 0.113 (0.154)] [data_t 0.003] [optim_t 0.110] [lr 0.002234] [CE 4.716 (4.852)] [KD 5.284 (5.318)] 2024-10-12 11:19:23,971 - Train: 33.90% [424150/1251000] [339.0/1000.0] [batch_t 0.113 (0.125)] [data_t 0.003] [optim_t 0.110] [lr 0.002234] [CE 4.853 (4.622)] [KD 5.301 (5.213)] 2024-10-12 11:19:29,711 - Train: 33.91% [424200/1251000] [339.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002234] [CE 4.253 (4.729)] [KD 5.228 (5.363)] 2024-10-12 11:19:35,737 - Train: 33.91% [424250/1251000] [339.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002234] [CE 5.042 (4.665)] [KD 5.267 (5.285)] 2024-10-12 11:19:41,586 - Train: 33.92% [424300/1251000] [339.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002234] [CE 4.729 (4.670)] [KD 5.295 (5.304)] 2024-10-12 11:19:47,415 - Train: 33.92% [424350/1251000] [339.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002234] [CE 5.134 (4.578)] [KD 5.480 (5.225)] 2024-10-12 11:19:53,127 - Train: 33.92% [424400/1251000] [339.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002233] [CE 4.321 (4.638)] [KD 5.045 (5.363)] 2024-10-12 11:19:58,969 - Train: 33.93% [424450/1251000] [339.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002233] [CE 4.935 (4.679)] [KD 5.462 (5.320)] 2024-10-12 11:20:04,825 - Train: 33.93% [424500/1251000] [339.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002233] [CE 5.102 (4.681)] [KD 5.540 (5.321)] 2024-10-12 11:20:10,783 - Train: 33.94% [424550/1251000] [339.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002233] [CE 4.404 (4.674)] [KD 4.886 (5.227)] 2024-10-12 11:20:16,594 - Train: 33.94% [424600/1251000] [339.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002233] [CE 4.898 (4.588)] [KD 5.458 (5.241)] 2024-10-12 11:20:22,263 - Train: 33.94% [424650/1251000] [339.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002233] [CE 4.869 (4.694)] [KD 5.346 (5.393)] 2024-10-12 11:20:28,179 - Train: 33.95% [424700/1251000] [339.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002232] [CE 4.025 (4.655)] [KD 5.017 (5.373)] 2024-10-12 11:20:34,093 - Train: 33.95% [424750/1251000] [339.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002232] [CE 4.561 (4.711)] [KD 5.170 (5.461)] 2024-10-12 11:20:39,873 - Train: 33.96% [424800/1251000] [339.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002232] [CE 4.751 (4.703)] [KD 5.626 (5.391)] 2024-10-12 11:20:45,562 - Train: 33.96% [424850/1251000] [339.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002232] [CE 5.032 (4.731)] [KD 5.820 (5.403)] 2024-10-12 11:20:51,254 - Train: 33.96% [424900/1251000] [339.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002232] [CE 4.576 (4.676)] [KD 5.747 (5.376)] 2024-10-12 11:20:56,951 - Train: 33.97% [424950/1251000] [339.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002232] [CE 4.262 (4.673)] [KD 5.258 (5.305)] 2024-10-12 11:21:03,102 - Train: 33.97% [425000/1251000] [339.7/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002232] [CE 5.067 (4.688)] [KD 5.729 (5.339)] 2024-10-12 11:21:08,825 - Train: 33.98% [425050/1251000] [339.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002231] [CE 4.650 (4.643)] [KD 5.327 (5.336)] 2024-10-12 11:21:14,759 - Train: 33.98% [425100/1251000] [339.8/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002231] [CE 5.091 (4.655)] [KD 5.241 (5.319)] 2024-10-12 11:21:20,631 - Train: 33.98% [425150/1251000] [339.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.002231] [CE 4.959 (4.681)] [KD 5.229 (5.296)] 2024-10-12 11:21:26,480 - Train: 33.99% [425200/1251000] [339.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002231] [CE 4.738 (4.596)] [KD 5.153 (5.245)] 2024-10-12 11:21:32,225 - Train: 33.99% [425250/1251000] [339.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002231] [CE 4.764 (4.609)] [KD 5.337 (5.275)] 2024-10-12 11:21:38,028 - Train: 34.00% [425300/1251000] [340.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002231] [CE 4.151 (4.637)] [KD 5.084 (5.313)] 2024-10-12 11:21:47,383 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32248] [top5_cnt 43135] [top_all 50000] 2024-10-12 11:21:47,383 - net: 64.496 (86.270) 2024-10-12 11:21:52,338 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35949] [top5_cnt 45329] [top_all 50000] 2024-10-12 11:21:52,339 - net_E: 71.898 (90.658) 2024-10-12 11:21:52,450 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:21:52,450 - ==> Total time: 14:44:05 Eta: 1 day, 4:36:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:21:55,415 - Train: 34.00% [425350/1251000] [340.0/1000.0] [batch_t 0.114 (0.180)] [data_t 0.002] [optim_t 0.112] [lr 0.002230] [CE 4.634 (4.662)] [KD 5.303 (5.269)] 2024-10-12 11:22:01,400 - Train: 34.00% [425400/1251000] [340.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002230] [CE 4.262 (4.669)] [KD 5.274 (5.273)] 2024-10-12 11:22:07,112 - Train: 34.01% [425450/1251000] [340.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002230] [CE 4.749 (4.690)] [KD 5.346 (5.284)] 2024-10-12 11:22:12,918 - Train: 34.01% [425500/1251000] [340.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002230] [CE 4.091 (4.656)] [KD 5.228 (5.302)] 2024-10-12 11:22:18,748 - Train: 34.02% [425550/1251000] [340.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002230] [CE 4.664 (4.681)] [KD 5.230 (5.349)] 2024-10-12 11:22:24,521 - Train: 34.02% [425600/1251000] [340.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002230] [CE 4.391 (4.585)] [KD 5.099 (5.264)] 2024-10-12 11:22:30,392 - Train: 34.02% [425650/1251000] [340.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002229] [CE 4.954 (4.720)] [KD 5.540 (5.329)] 2024-10-12 11:22:36,037 - Train: 34.03% [425700/1251000] [340.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002229] [CE 4.583 (4.634)] [KD 5.236 (5.282)] 2024-10-12 11:22:41,665 - Train: 34.03% [425750/1251000] [340.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.002229] [CE 4.844 (4.595)] [KD 5.412 (5.254)] 2024-10-12 11:22:47,564 - Train: 34.04% [425800/1251000] [340.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002229] [CE 4.449 (4.699)] [KD 5.239 (5.346)] 2024-10-12 11:22:53,344 - Train: 34.04% [425850/1251000] [340.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002229] [CE 4.518 (4.624)] [KD 5.147 (5.287)] 2024-10-12 11:22:59,189 - Train: 34.04% [425900/1251000] [340.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002229] [CE 4.345 (4.706)] [KD 5.357 (5.359)] 2024-10-12 11:23:05,146 - Train: 34.05% [425950/1251000] [340.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002228] [CE 4.600 (4.578)] [KD 5.356 (5.349)] 2024-10-12 11:23:10,862 - Train: 34.05% [426000/1251000] [340.5/1000.0] [batch_t 0.122 (0.114)] [data_t 0.003] [optim_t 0.120] [lr 0.002228] [CE 4.098 (4.615)] [KD 5.290 (5.307)] 2024-10-12 11:23:16,513 - Train: 34.06% [426050/1251000] [340.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002228] [CE 4.661 (4.708)] [KD 5.366 (5.330)] 2024-10-12 11:23:22,288 - Train: 34.06% [426100/1251000] [340.6/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002228] [CE 4.392 (4.656)] [KD 5.103 (5.304)] 2024-10-12 11:23:28,016 - Train: 34.06% [426150/1251000] [340.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002228] [CE 4.556 (4.688)] [KD 5.129 (5.389)] 2024-10-12 11:23:33,918 - Train: 34.07% [426200/1251000] [340.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002228] [CE 4.563 (4.661)] [KD 5.229 (5.321)] 2024-10-12 11:23:39,825 - Train: 34.07% [426250/1251000] [340.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002227] [CE 4.591 (4.585)] [KD 5.545 (5.315)] 2024-10-12 11:23:45,486 - Train: 34.08% [426300/1251000] [340.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002227] [CE 4.600 (4.634)] [KD 5.380 (5.266)] 2024-10-12 11:23:51,255 - Train: 34.08% [426350/1251000] [340.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002227] [CE 5.174 (4.679)] [KD 5.535 (5.342)] 2024-10-12 11:23:57,074 - Train: 34.08% [426400/1251000] [340.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.002227] [CE 4.579 (4.669)] [KD 5.283 (5.330)] 2024-10-12 11:24:02,844 - Train: 34.09% [426450/1251000] [340.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002227] [CE 4.866 (4.677)] [KD 5.193 (5.304)] 2024-10-12 11:24:08,777 - Train: 34.09% [426500/1251000] [340.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002227] [CE 4.381 (4.689)] [KD 5.120 (5.378)] 2024-10-12 11:24:14,470 - Train: 34.10% [426550/1251000] [341.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002226] [CE 4.616 (4.724)] [KD 5.544 (5.410)] 2024-10-12 11:24:23,979 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32819] [top5_cnt 43472] [top_all 50000] 2024-10-12 11:24:23,979 - net: 65.638 (86.944) 2024-10-12 11:24:28,966 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35950] [top5_cnt 45335] [top_all 50000] 2024-10-12 11:24:28,966 - net_E: 71.900 (90.670) 2024-10-12 11:24:29,093 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:24:29,094 - ==> Total time: 14:46:41 Eta: 1 day, 4:33:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:24:31,964 - Train: 34.10% [426600/1251000] [341.0/1000.0] [batch_t 0.113 (0.145)] [data_t 0.002] [optim_t 0.111] [lr 0.002226] [CE 4.843 (4.683)] [KD 5.284 (5.239)] 2024-10-12 11:24:37,910 - Train: 34.10% [426650/1251000] [341.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002226] [CE 4.065 (4.674)] [KD 5.314 (5.280)] 2024-10-12 11:24:43,591 - Train: 34.11% [426700/1251000] [341.1/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002226] [CE 4.380 (4.628)] [KD 5.249 (5.285)] 2024-10-12 11:24:49,553 - Train: 34.11% [426750/1251000] [341.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002226] [CE 4.404 (4.667)] [KD 5.044 (5.244)] 2024-10-12 11:24:55,351 - Train: 34.12% [426800/1251000] [341.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002226] [CE 4.240 (4.680)] [KD 5.038 (5.304)] 2024-10-12 11:25:01,025 - Train: 34.12% [426850/1251000] [341.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.002225] [CE 4.934 (4.689)] [KD 5.470 (5.265)] 2024-10-12 11:25:06,848 - Train: 34.12% [426900/1251000] [341.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002225] [CE 4.227 (4.617)] [KD 5.339 (5.309)] 2024-10-12 11:25:12,742 - Train: 34.13% [426950/1251000] [341.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002225] [CE 4.506 (4.681)] [KD 5.175 (5.340)] 2024-10-12 11:25:18,531 - Train: 34.13% [427000/1251000] [341.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002225] [CE 4.804 (4.643)] [KD 5.554 (5.328)] 2024-10-12 11:25:24,448 - Train: 34.14% [427050/1251000] [341.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002225] [CE 4.721 (4.672)] [KD 5.392 (5.350)] 2024-10-12 11:25:30,202 - Train: 34.14% [427100/1251000] [341.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002225] [CE 5.249 (4.668)] [KD 5.335 (5.368)] 2024-10-12 11:25:35,953 - Train: 34.14% [427150/1251000] [341.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002224] [CE 5.065 (4.640)] [KD 5.581 (5.386)] 2024-10-12 11:25:41,705 - Train: 34.15% [427200/1251000] [341.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002224] [CE 4.921 (4.669)] [KD 5.641 (5.388)] 2024-10-12 11:25:47,375 - Train: 34.15% [427250/1251000] [341.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002224] [CE 3.974 (4.582)] [KD 5.013 (5.343)] 2024-10-12 11:25:53,258 - Train: 34.16% [427300/1251000] [341.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002224] [CE 4.363 (4.588)] [KD 5.351 (5.283)] 2024-10-12 11:25:59,074 - Train: 34.16% [427350/1251000] [341.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002224] [CE 5.142 (4.722)] [KD 5.569 (5.363)] 2024-10-12 11:26:04,742 - Train: 34.16% [427400/1251000] [341.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002224] [CE 4.675 (4.692)] [KD 5.204 (5.401)] 2024-10-12 11:26:10,616 - Train: 34.17% [427450/1251000] [341.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002224] [CE 4.565 (4.660)] [KD 5.224 (5.380)] 2024-10-12 11:26:16,575 - Train: 34.17% [427500/1251000] [341.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002223] [CE 4.687 (4.713)] [KD 5.137 (5.364)] 2024-10-12 11:26:22,245 - Train: 34.18% [427550/1251000] [341.8/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.113] [lr 0.002223] [CE 4.997 (4.629)] [KD 5.366 (5.387)] 2024-10-12 11:26:28,010 - Train: 34.18% [427600/1251000] [341.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002223] [CE 4.613 (4.612)] [KD 5.373 (5.307)] 2024-10-12 11:26:33,790 - Train: 34.18% [427650/1251000] [341.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002223] [CE 4.894 (4.661)] [KD 5.553 (5.332)] 2024-10-12 11:26:39,460 - Train: 34.19% [427700/1251000] [341.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002223] [CE 4.518 (4.637)] [KD 4.990 (5.335)] 2024-10-12 11:26:45,453 - Train: 34.19% [427750/1251000] [341.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002223] [CE 4.408 (4.729)] [KD 5.354 (5.339)] 2024-10-12 11:26:51,258 - Train: 34.20% [427800/1251000] [342.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002222] [CE 4.497 (4.734)] [KD 5.067 (5.334)] 2024-10-12 11:27:00,805 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32370] [top5_cnt 43132] [top_all 50000] 2024-10-12 11:27:00,806 - net: 64.740 (86.264) 2024-10-12 11:27:05,785 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 35965] [top5_cnt 45321] [top_all 50000] 2024-10-12 11:27:05,786 - net_E: 71.930 (90.642) 2024-10-12 11:27:05,910 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:27:05,910 - ==> Total time: 14:49:18 Eta: 1 day, 4:31:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:27:08,809 - Train: 34.20% [427850/1251000] [342.0/1000.0] [batch_t 0.112 (0.173)] [data_t 0.002] [optim_t 0.109] [lr 0.002222] [CE 4.881 (4.727)] [KD 5.473 (5.354)] 2024-10-12 11:27:14,644 - Train: 34.20% [427900/1251000] [342.0/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002222] [CE 4.805 (4.629)] [KD 5.087 (5.338)] 2024-10-12 11:27:20,345 - Train: 34.21% [427950/1251000] [342.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002222] [CE 5.175 (4.667)] [KD 5.520 (5.308)] 2024-10-12 11:27:26,243 - Train: 34.21% [428000/1251000] [342.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002222] [CE 4.657 (4.582)] [KD 5.005 (5.250)] 2024-10-12 11:27:32,086 - Train: 34.22% [428050/1251000] [342.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002222] [CE 4.269 (4.645)] [KD 5.283 (5.307)] 2024-10-12 11:27:37,977 - Train: 34.22% [428100/1251000] [342.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002221] [CE 4.603 (4.721)] [KD 5.467 (5.383)] 2024-10-12 11:27:44,004 - Train: 34.22% [428150/1251000] [342.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002221] [CE 4.336 (4.669)] [KD 4.958 (5.220)] 2024-10-12 11:27:49,786 - Train: 34.23% [428200/1251000] [342.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002221] [CE 4.668 (4.621)] [KD 5.406 (5.398)] 2024-10-12 11:27:55,480 - Train: 34.23% [428250/1251000] [342.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002221] [CE 4.816 (4.622)] [KD 5.257 (5.270)] 2024-10-12 11:28:01,608 - Train: 34.24% [428300/1251000] [342.4/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002221] [CE 4.770 (4.646)] [KD 4.996 (5.319)] 2024-10-12 11:28:07,469 - Train: 34.24% [428350/1251000] [342.4/1000.0] [batch_t 0.238 (0.117)] [data_t 0.002] [optim_t 0.236] [lr 0.002221] [CE 4.410 (4.699)] [KD 5.214 (5.362)] 2024-10-12 11:28:13,207 - Train: 34.24% [428400/1251000] [342.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002220] [CE 4.581 (4.617)] [KD 5.436 (5.337)] 2024-10-12 11:28:18,914 - Train: 34.25% [428450/1251000] [342.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002220] [CE 4.653 (4.619)] [KD 5.359 (5.329)] 2024-10-12 11:28:24,861 - Train: 34.25% [428500/1251000] [342.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002220] [CE 5.394 (4.653)] [KD 5.671 (5.267)] 2024-10-12 11:28:30,802 - Train: 34.26% [428550/1251000] [342.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002220] [CE 4.902 (4.662)] [KD 5.622 (5.262)] 2024-10-12 11:28:36,669 - Train: 34.26% [428600/1251000] [342.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002220] [CE 4.405 (4.706)] [KD 5.486 (5.337)] 2024-10-12 11:28:42,528 - Train: 34.26% [428650/1251000] [342.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002220] [CE 4.238 (4.675)] [KD 5.353 (5.350)] 2024-10-12 11:28:48,563 - Train: 34.27% [428700/1251000] [342.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002219] [CE 4.641 (4.648)] [KD 5.138 (5.268)] 2024-10-12 11:28:54,404 - Train: 34.27% [428750/1251000] [342.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002219] [CE 4.319 (4.600)] [KD 5.228 (5.298)] 2024-10-12 11:29:00,153 - Train: 34.28% [428800/1251000] [342.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.002219] [CE 4.250 (4.672)] [KD 5.043 (5.264)] 2024-10-12 11:29:06,025 - Train: 34.28% [428850/1251000] [342.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002219] [CE 4.325 (4.662)] [KD 5.234 (5.186)] 2024-10-12 11:29:11,910 - Train: 34.28% [428900/1251000] [342.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002219] [CE 4.351 (4.594)] [KD 5.141 (5.240)] 2024-10-12 11:29:17,776 - Train: 34.29% [428950/1251000] [342.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002219] [CE 4.619 (4.602)] [KD 5.243 (5.323)] 2024-10-12 11:29:23,777 - Train: 34.29% [429000/1251000] [342.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002218] [CE 4.726 (4.584)] [KD 5.142 (5.241)] 2024-10-12 11:29:29,663 - Train: 34.30% [429050/1251000] [343.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002218] [CE 4.754 (4.604)] [KD 5.429 (5.284)] 2024-10-12 11:29:39,494 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.094)] [top1_cnt 32881] [top5_cnt 43509] [top_all 50000] 2024-10-12 11:29:39,495 - net: 65.762 (87.018) 2024-10-12 11:29:44,381 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36035] [top5_cnt 45322] [top_all 50000] 2024-10-12 11:29:44,382 - net_E: 72.070 (90.644) 2024-10-12 11:29:44,507 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:29:44,507 - ==> Total time: 14:51:57 Eta: 1 day, 4:28:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:29:47,068 - Train: 34.30% [429100/1251000] [343.0/1000.0] [batch_t 0.115 (0.182)] [data_t 0.003] [optim_t 0.112] [lr 0.002218] [CE 3.961 (4.590)] [KD 5.255 (5.289)] 2024-10-12 11:29:53,085 - Train: 34.30% [429150/1251000] [343.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002218] [CE 4.278 (4.705)] [KD 5.014 (5.359)] 2024-10-12 11:29:58,759 - Train: 34.31% [429200/1251000] [343.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002218] [CE 4.169 (4.667)] [KD 5.072 (5.282)] 2024-10-12 11:30:04,712 - Train: 34.31% [429250/1251000] [343.1/1000.0] [batch_t 0.273 (0.119)] [data_t 0.002] [optim_t 0.271] [lr 0.002218] [CE 4.758 (4.663)] [KD 5.480 (5.248)] 2024-10-12 11:30:10,395 - Train: 34.32% [429300/1251000] [343.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002217] [CE 4.562 (4.629)] [KD 5.339 (5.302)] 2024-10-12 11:30:16,226 - Train: 34.32% [429350/1251000] [343.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002217] [CE 4.597 (4.629)] [KD 5.364 (5.265)] 2024-10-12 11:30:22,092 - Train: 34.32% [429400/1251000] [343.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002217] [CE 4.374 (4.621)] [KD 5.047 (5.277)] 2024-10-12 11:30:27,887 - Train: 34.33% [429450/1251000] [343.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002217] [CE 4.378 (4.613)] [KD 5.247 (5.225)] 2024-10-12 11:30:33,566 - Train: 34.33% [429500/1251000] [343.3/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002217] [CE 5.157 (4.622)] [KD 5.327 (5.347)] 2024-10-12 11:30:39,787 - Train: 34.34% [429550/1251000] [343.4/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002217] [CE 4.349 (4.617)] [KD 5.154 (5.259)] 2024-10-12 11:30:45,570 - Train: 34.34% [429600/1251000] [343.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002216] [CE 4.508 (4.639)] [KD 5.493 (5.368)] 2024-10-12 11:30:51,258 - Train: 34.34% [429650/1251000] [343.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002216] [CE 4.128 (4.739)] [KD 4.936 (5.348)] 2024-10-12 11:30:57,097 - Train: 34.35% [429700/1251000] [343.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002216] [CE 4.604 (4.643)] [KD 5.198 (5.368)] 2024-10-12 11:31:02,787 - Train: 34.35% [429750/1251000] [343.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002216] [CE 4.648 (4.634)] [KD 5.308 (5.327)] 2024-10-12 11:31:08,761 - Train: 34.36% [429800/1251000] [343.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002216] [CE 4.827 (4.639)] [KD 5.571 (5.280)] 2024-10-12 11:31:14,590 - Train: 34.36% [429850/1251000] [343.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002216] [CE 4.839 (4.646)] [KD 5.729 (5.294)] 2024-10-12 11:31:20,383 - Train: 34.36% [429900/1251000] [343.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002215] [CE 4.869 (4.689)] [KD 5.165 (5.354)] 2024-10-12 11:31:26,204 - Train: 34.37% [429950/1251000] [343.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002215] [CE 4.586 (4.658)] [KD 5.080 (5.269)] 2024-10-12 11:31:32,169 - Train: 34.37% [430000/1251000] [343.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002215] [CE 4.586 (4.687)] [KD 5.446 (5.377)] 2024-10-12 11:31:37,849 - Train: 34.38% [430050/1251000] [343.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002215] [CE 5.035 (4.625)] [KD 5.169 (5.253)] 2024-10-12 11:31:43,755 - Train: 34.38% [430100/1251000] [343.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002215] [CE 4.466 (4.718)] [KD 5.001 (5.292)] 2024-10-12 11:31:49,445 - Train: 34.38% [430150/1251000] [343.8/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002215] [CE 4.681 (4.626)] [KD 5.601 (5.324)] 2024-10-12 11:31:55,220 - Train: 34.39% [430200/1251000] [343.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002214] [CE 4.860 (4.578)] [KD 5.347 (5.273)] 2024-10-12 11:32:01,006 - Train: 34.39% [430250/1251000] [343.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002214] [CE 4.248 (4.683)] [KD 5.220 (5.337)] 2024-10-12 11:32:06,790 - Train: 34.40% [430300/1251000] [344.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002214] [CE 4.428 (4.666)] [KD 5.145 (5.290)] 2024-10-12 11:32:16,744 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32971] [top5_cnt 43387] [top_all 50000] 2024-10-12 11:32:16,744 - net: 65.942 (86.774) 2024-10-12 11:32:21,725 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36000] [top5_cnt 45314] [top_all 50000] 2024-10-12 11:32:21,726 - net_E: 72.000 (90.628) 2024-10-12 11:32:21,866 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:32:21,866 - ==> Total time: 14:54:34 Eta: 1 day, 4:25:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:32:24,359 - Train: 34.40% [430350/1251000] [344.0/1000.0] [batch_t 0.114 (0.165)] [data_t 0.003] [optim_t 0.112] [lr 0.002214] [CE 3.886 (4.431)] [KD 4.526 (5.219)] 2024-10-12 11:32:30,453 - Train: 34.40% [430400/1251000] [344.0/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002214] [CE 4.653 (4.573)] [KD 5.267 (5.246)] 2024-10-12 11:32:36,137 - Train: 34.41% [430450/1251000] [344.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.002214] [CE 4.809 (4.654)] [KD 5.530 (5.293)] 2024-10-12 11:32:41,955 - Train: 34.41% [430500/1251000] [344.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002213] [CE 4.960 (4.733)] [KD 5.496 (5.367)] 2024-10-12 11:32:47,827 - Train: 34.42% [430550/1251000] [344.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002213] [CE 4.693 (4.710)] [KD 5.325 (5.282)] 2024-10-12 11:32:53,558 - Train: 34.42% [430600/1251000] [344.2/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002213] [CE 4.685 (4.652)] [KD 5.191 (5.269)] 2024-10-12 11:32:59,437 - Train: 34.42% [430650/1251000] [344.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002213] [CE 4.472 (4.650)] [KD 5.161 (5.251)] 2024-10-12 11:33:05,501 - Train: 34.43% [430700/1251000] [344.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002213] [CE 4.394 (4.665)] [KD 5.220 (5.258)] 2024-10-12 11:33:11,209 - Train: 34.43% [430750/1251000] [344.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002213] [CE 4.771 (4.711)] [KD 5.475 (5.318)] 2024-10-12 11:33:17,187 - Train: 34.44% [430800/1251000] [344.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002212] [CE 4.806 (4.618)] [KD 5.120 (5.308)] 2024-10-12 11:33:22,909 - Train: 34.44% [430850/1251000] [344.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002212] [CE 4.788 (4.641)] [KD 5.238 (5.354)] 2024-10-12 11:33:28,614 - Train: 34.44% [430900/1251000] [344.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002212] [CE 4.842 (4.609)] [KD 5.302 (5.239)] 2024-10-12 11:33:34,768 - Train: 34.45% [430950/1251000] [344.5/1000.0] [batch_t 0.112 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.002212] [CE 4.474 (4.648)] [KD 5.030 (5.226)] 2024-10-12 11:33:40,441 - Train: 34.45% [431000/1251000] [344.5/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.002212] [CE 5.166 (4.589)] [KD 5.402 (5.250)] 2024-10-12 11:33:46,139 - Train: 34.46% [431050/1251000] [344.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002212] [CE 4.670 (4.632)] [KD 5.293 (5.242)] 2024-10-12 11:33:52,053 - Train: 34.46% [431100/1251000] [344.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002212] [CE 4.436 (4.603)] [KD 5.367 (5.196)] 2024-10-12 11:33:57,733 - Train: 34.46% [431150/1251000] [344.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002211] [CE 5.104 (4.640)] [KD 5.388 (5.218)] 2024-10-12 11:34:03,533 - Train: 34.47% [431200/1251000] [344.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002211] [CE 4.142 (4.701)] [KD 5.205 (5.416)] 2024-10-12 11:34:09,536 - Train: 34.47% [431250/1251000] [344.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002211] [CE 4.467 (4.626)] [KD 5.258 (5.341)] 2024-10-12 11:34:15,191 - Train: 34.48% [431300/1251000] [344.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002211] [CE 4.967 (4.677)] [KD 5.467 (5.391)] 2024-10-12 11:34:21,043 - Train: 34.48% [431350/1251000] [344.8/1000.0] [batch_t 0.124 (0.117)] [data_t 0.002] [optim_t 0.121] [lr 0.002211] [CE 4.731 (4.657)] [KD 5.496 (5.360)] 2024-10-12 11:34:26,897 - Train: 34.48% [431400/1251000] [344.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002211] [CE 4.099 (4.673)] [KD 5.072 (5.327)] 2024-10-12 11:34:32,638 - Train: 34.49% [431450/1251000] [344.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002210] [CE 4.435 (4.676)] [KD 5.001 (5.318)] 2024-10-12 11:34:38,509 - Train: 34.49% [431500/1251000] [344.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002210] [CE 4.532 (4.684)] [KD 5.339 (5.326)] 2024-10-12 11:34:44,553 - Train: 34.50% [431550/1251000] [345.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.003] [optim_t 0.110] [lr 0.002210] [CE 4.757 (4.661)] [KD 5.745 (5.359)] 2024-10-12 11:34:54,561 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32957] [top5_cnt 43411] [top_all 50000] 2024-10-12 11:34:54,561 - net: 65.914 (86.822) 2024-10-12 11:34:59,773 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 36030] [top5_cnt 45344] [top_all 50000] 2024-10-12 11:34:59,773 - net_E: 72.060 (90.688) 2024-10-12 11:34:59,912 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:34:59,912 - ==> Total time: 14:57:12 Eta: 1 day, 4:23:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:35:07,369 - Train: 34.50% [431600/1251000] [345.0/1000.0] [batch_t 0.114 (0.170)] [data_t 0.002] [optim_t 0.112] [lr 0.002210] [CE 4.786 (4.515)] [KD 5.500 (5.353)] 2024-10-12 11:35:13,211 - Train: 34.50% [431650/1251000] [345.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002210] [CE 4.646 (4.699)] [KD 5.274 (5.345)] 2024-10-12 11:35:18,869 - Train: 34.51% [431700/1251000] [345.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002210] [CE 5.050 (4.681)] [KD 5.626 (5.252)] 2024-10-12 11:35:24,728 - Train: 34.51% [431750/1251000] [345.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002209] [CE 4.209 (4.635)] [KD 5.006 (5.235)] 2024-10-12 11:35:30,593 - Train: 34.52% [431800/1251000] [345.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002209] [CE 3.846 (4.621)] [KD 5.210 (5.352)] 2024-10-12 11:35:36,565 - Train: 34.52% [431850/1251000] [345.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002209] [CE 4.679 (4.632)] [KD 5.243 (5.302)] 2024-10-12 11:35:42,397 - Train: 34.52% [431900/1251000] [345.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002209] [CE 4.529 (4.647)] [KD 5.170 (5.373)] 2024-10-12 11:35:48,356 - Train: 34.53% [431950/1251000] [345.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002209] [CE 4.557 (4.586)] [KD 5.368 (5.327)] 2024-10-12 11:35:54,084 - Train: 34.53% [432000/1251000] [345.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002209] [CE 4.566 (4.630)] [KD 5.103 (5.292)] 2024-10-12 11:35:59,929 - Train: 34.54% [432050/1251000] [345.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002208] [CE 4.600 (4.623)] [KD 5.509 (5.306)] 2024-10-12 11:36:05,632 - Train: 34.54% [432100/1251000] [345.4/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002208] [CE 4.903 (4.691)] [KD 5.321 (5.372)] 2024-10-12 11:36:11,292 - Train: 34.54% [432150/1251000] [345.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002208] [CE 4.846 (4.668)] [KD 5.110 (5.269)] 2024-10-12 11:36:17,422 - Train: 34.55% [432200/1251000] [345.5/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.002208] [CE 5.180 (4.604)] [KD 5.708 (5.259)] 2024-10-12 11:36:23,249 - Train: 34.55% [432250/1251000] [345.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002208] [CE 4.879 (4.619)] [KD 5.577 (5.248)] 2024-10-12 11:36:29,066 - Train: 34.56% [432300/1251000] [345.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002208] [CE 4.572 (4.695)] [KD 5.298 (5.338)] 2024-10-12 11:36:34,900 - Train: 34.56% [432350/1251000] [345.6/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002207] [CE 4.642 (4.663)] [KD 5.275 (5.240)] 2024-10-12 11:36:40,589 - Train: 34.56% [432400/1251000] [345.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002207] [CE 4.692 (4.670)] [KD 5.145 (5.247)] 2024-10-12 11:36:46,450 - Train: 34.57% [432450/1251000] [345.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002207] [CE 4.659 (4.650)] [KD 5.200 (5.236)] 2024-10-12 11:36:52,333 - Train: 34.57% [432500/1251000] [345.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002207] [CE 4.761 (4.649)] [KD 5.668 (5.295)] 2024-10-12 11:36:58,053 - Train: 34.58% [432550/1251000] [345.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002207] [CE 4.487 (4.601)] [KD 4.938 (5.313)] 2024-10-12 11:37:03,927 - Train: 34.58% [432600/1251000] [345.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002207] [CE 4.752 (4.724)] [KD 5.379 (5.369)] 2024-10-12 11:37:09,879 - Train: 34.58% [432650/1251000] [345.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002206] [CE 4.750 (4.647)] [KD 5.368 (5.347)] 2024-10-12 11:37:15,593 - Train: 34.59% [432700/1251000] [345.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002206] [CE 4.873 (4.633)] [KD 5.381 (5.332)] 2024-10-12 11:37:21,434 - Train: 34.59% [432750/1251000] [345.9/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002206] [CE 4.086 (4.692)] [KD 5.043 (5.334)] 2024-10-12 11:37:27,474 - Train: 34.60% [432800/1251000] [346.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002206] [CE 4.587 (4.671)] [KD 5.289 (5.343)] 2024-10-12 11:37:37,616 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32536] [top5_cnt 43337] [top_all 50000] 2024-10-12 11:37:37,617 - net: 65.072 (86.674) 2024-10-12 11:37:42,595 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36003] [top5_cnt 45308] [top_all 50000] 2024-10-12 11:37:42,596 - net_E: 72.006 (90.616) 2024-10-12 11:37:42,734 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:37:42,735 - ==> Total time: 14:59:55 Eta: 1 day, 4:21:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:37:44,889 - Train: 34.60% [432850/1251000] [346.0/1000.0] [batch_t 0.113 (0.192)] [data_t 0.003] [optim_t 0.111] [lr 0.002206] [CE 4.350 (4.807)] [KD 4.726 (5.295)] 2024-10-12 11:37:50,599 - Train: 34.60% [432900/1251000] [346.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002206] [CE 4.783 (4.667)] [KD 5.011 (5.248)] 2024-10-12 11:37:56,304 - Train: 34.61% [432950/1251000] [346.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002205] [CE 4.748 (4.631)] [KD 5.682 (5.282)] 2024-10-12 11:38:02,281 - Train: 34.61% [433000/1251000] [346.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002205] [CE 4.551 (4.653)] [KD 5.218 (5.250)] 2024-10-12 11:38:08,134 - Train: 34.62% [433050/1251000] [346.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002205] [CE 5.046 (4.714)] [KD 5.559 (5.305)] 2024-10-12 11:38:14,101 - Train: 34.62% [433100/1251000] [346.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002205] [CE 4.230 (4.636)] [KD 5.456 (5.281)] 2024-10-12 11:38:20,216 - Train: 34.62% [433150/1251000] [346.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002205] [CE 4.132 (4.649)] [KD 4.937 (5.312)] 2024-10-12 11:38:25,923 - Train: 34.63% [433200/1251000] [346.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002205] [CE 4.474 (4.635)] [KD 5.136 (5.269)] 2024-10-12 11:38:31,746 - Train: 34.63% [433250/1251000] [346.3/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002204] [CE 5.132 (4.623)] [KD 5.324 (5.259)] 2024-10-12 11:38:37,544 - Train: 34.64% [433300/1251000] [346.4/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002204] [CE 4.488 (4.607)] [KD 4.834 (5.226)] 2024-10-12 11:38:43,414 - Train: 34.64% [433350/1251000] [346.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002204] [CE 4.449 (4.659)] [KD 4.992 (5.257)] 2024-10-12 11:38:49,075 - Train: 34.64% [433400/1251000] [346.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.002204] [CE 4.707 (4.627)] [KD 5.607 (5.339)] 2024-10-12 11:38:54,876 - Train: 34.65% [433450/1251000] [346.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002204] [CE 4.427 (4.725)] [KD 5.308 (5.314)] 2024-10-12 11:39:00,669 - Train: 34.65% [433500/1251000] [346.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002204] [CE 4.623 (4.714)] [KD 5.516 (5.382)] 2024-10-12 11:39:06,556 - Train: 34.66% [433550/1251000] [346.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002203] [CE 4.477 (4.638)] [KD 5.045 (5.281)] 2024-10-12 11:39:12,454 - Train: 34.66% [433600/1251000] [346.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002203] [CE 4.828 (4.579)] [KD 5.414 (5.260)] 2024-10-12 11:39:18,214 - Train: 34.66% [433650/1251000] [346.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002203] [CE 4.358 (4.576)] [KD 5.051 (5.198)] 2024-10-12 11:39:24,129 - Train: 34.67% [433700/1251000] [346.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002203] [CE 5.405 (4.685)] [KD 5.643 (5.312)] 2024-10-12 11:39:29,804 - Train: 34.67% [433750/1251000] [346.7/1000.0] [batch_t 0.117 (0.113)] [data_t 0.002] [optim_t 0.115] [lr 0.002203] [CE 4.494 (4.701)] [KD 5.232 (5.278)] 2024-10-12 11:39:35,501 - Train: 34.68% [433800/1251000] [346.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002203] [CE 4.564 (4.648)] [KD 5.101 (5.269)] 2024-10-12 11:39:41,293 - Train: 34.68% [433850/1251000] [346.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002202] [CE 5.145 (4.616)] [KD 5.468 (5.247)] 2024-10-12 11:39:47,097 - Train: 34.68% [433900/1251000] [346.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002202] [CE 4.663 (4.665)] [KD 5.252 (5.295)] 2024-10-12 11:39:53,015 - Train: 34.69% [433950/1251000] [346.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002202] [CE 4.284 (4.749)] [KD 5.117 (5.381)] 2024-10-12 11:39:59,019 - Train: 34.69% [434000/1251000] [346.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002202] [CE 4.644 (4.665)] [KD 5.322 (5.361)] 2024-10-12 11:40:04,699 - Train: 34.70% [434050/1251000] [347.0/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002202] [CE 4.704 (4.706)] [KD 5.244 (5.300)] 2024-10-12 11:40:14,920 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32266] [top5_cnt 43109] [top_all 50000] 2024-10-12 11:40:14,921 - net: 64.532 (86.218) 2024-10-12 11:40:19,907 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 35994] [top5_cnt 45343] [top_all 50000] 2024-10-12 11:40:19,907 - net_E: 71.988 (90.686) 2024-10-12 11:40:20,042 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:40:20,043 - ==> Total time: 15:02:32 Eta: 1 day, 4:18:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:40:21,938 - Train: 34.70% [434100/1251000] [347.0/1000.0] [batch_t 0.112 (0.275)] [data_t 0.003] [optim_t 0.110] [lr 0.002202] [CE 4.878 (4.759)] [KD 5.284 (5.356)] 2024-10-12 11:40:27,900 - Train: 34.70% [434150/1251000] [347.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002201] [CE 4.436 (4.647)] [KD 5.337 (5.228)] 2024-10-12 11:40:33,583 - Train: 34.71% [434200/1251000] [347.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002201] [CE 4.278 (4.686)] [KD 4.887 (5.313)] 2024-10-12 11:40:39,699 - Train: 34.71% [434250/1251000] [347.1/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.002201] [CE 4.485 (4.639)] [KD 5.303 (5.215)] 2024-10-12 11:40:45,359 - Train: 34.72% [434300/1251000] [347.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002201] [CE 4.756 (4.637)] [KD 5.301 (5.352)] 2024-10-12 11:40:51,284 - Train: 34.72% [434350/1251000] [347.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002201] [CE 4.710 (4.687)] [KD 5.495 (5.280)] 2024-10-12 11:40:57,049 - Train: 34.72% [434400/1251000] [347.2/1000.0] [batch_t 0.242 (0.115)] [data_t 0.002] [optim_t 0.239] [lr 0.002201] [CE 4.791 (4.693)] [KD 5.314 (5.260)] 2024-10-12 11:41:02,673 - Train: 34.73% [434450/1251000] [347.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.002200] [CE 4.696 (4.635)] [KD 5.038 (5.300)] 2024-10-12 11:41:08,322 - Train: 34.73% [434500/1251000] [347.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002200] [CE 3.940 (4.621)] [KD 4.851 (5.248)] 2024-10-12 11:41:14,401 - Train: 34.74% [434550/1251000] [347.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002200] [CE 4.880 (4.697)] [KD 5.331 (5.234)] 2024-10-12 11:41:20,164 - Train: 34.74% [434600/1251000] [347.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002200] [CE 4.621 (4.562)] [KD 5.134 (5.176)] 2024-10-12 11:41:25,775 - Train: 34.74% [434650/1251000] [347.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.002200] [CE 5.073 (4.616)] [KD 5.215 (5.287)] 2024-10-12 11:41:31,534 - Train: 34.75% [434700/1251000] [347.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002200] [CE 4.297 (4.701)] [KD 5.520 (5.356)] 2024-10-12 11:41:37,186 - Train: 34.75% [434750/1251000] [347.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002199] [CE 5.037 (4.677)] [KD 5.313 (5.344)] 2024-10-12 11:41:43,153 - Train: 34.76% [434800/1251000] [347.6/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002199] [CE 4.735 (4.629)] [KD 5.306 (5.259)] 2024-10-12 11:41:48,890 - Train: 34.76% [434850/1251000] [347.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002199] [CE 4.962 (4.685)] [KD 5.479 (5.341)] 2024-10-12 11:41:54,639 - Train: 34.76% [434900/1251000] [347.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002199] [CE 4.563 (4.605)] [KD 5.413 (5.258)] 2024-10-12 11:42:00,283 - Train: 34.77% [434950/1251000] [347.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002199] [CE 5.019 (4.643)] [KD 5.611 (5.282)] 2024-10-12 11:42:06,156 - Train: 34.77% [435000/1251000] [347.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002199] [CE 4.433 (4.662)] [KD 5.155 (5.424)] 2024-10-12 11:42:11,800 - Train: 34.78% [435050/1251000] [347.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002198] [CE 4.539 (4.741)] [KD 5.245 (5.381)] 2024-10-12 11:42:17,694 - Train: 34.78% [435100/1251000] [347.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002198] [CE 4.333 (4.663)] [KD 4.727 (5.337)] 2024-10-12 11:42:23,578 - Train: 34.78% [435150/1251000] [347.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.002198] [CE 4.543 (4.649)] [KD 5.280 (5.258)] 2024-10-12 11:42:29,387 - Train: 34.79% [435200/1251000] [347.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002198] [CE 4.866 (4.587)] [KD 5.325 (5.256)] 2024-10-12 11:42:35,171 - Train: 34.79% [435250/1251000] [347.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002198] [CE 4.772 (4.682)] [KD 5.151 (5.306)] 2024-10-12 11:42:40,872 - Train: 34.80% [435300/1251000] [348.0/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.002198] [CE 4.492 (4.703)] [KD 5.350 (5.285)] 2024-10-12 11:42:51,183 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32790] [top5_cnt 43388] [top_all 50000] 2024-10-12 11:42:51,184 - net: 65.580 (86.776) 2024-10-12 11:42:56,139 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36020] [top5_cnt 45348] [top_all 50000] 2024-10-12 11:42:56,139 - net_E: 72.040 (90.696) 2024-10-12 11:42:56,277 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:42:56,277 - ==> Total time: 15:05:08 Eta: 1 day, 4:15:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:42:58,298 - Train: 34.80% [435350/1251000] [348.0/1000.0] [batch_t 0.114 (0.258)] [data_t 0.002] [optim_t 0.111] [lr 0.002197] [CE 4.841 (4.760)] [KD 5.167 (5.153)] 2024-10-12 11:43:04,433 - Train: 34.80% [435400/1251000] [348.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002197] [CE 4.436 (4.660)] [KD 5.117 (5.214)] 2024-10-12 11:43:10,312 - Train: 34.81% [435450/1251000] [348.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002197] [CE 4.664 (4.593)] [KD 5.163 (5.205)] 2024-10-12 11:43:16,198 - Train: 34.81% [435500/1251000] [348.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002197] [CE 4.357 (4.574)] [KD 5.132 (5.213)] 2024-10-12 11:43:22,092 - Train: 34.82% [435550/1251000] [348.2/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002197] [CE 4.731 (4.641)] [KD 5.183 (5.302)] 2024-10-12 11:43:27,954 - Train: 34.82% [435600/1251000] [348.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002197] [CE 4.495 (4.616)] [KD 5.089 (5.270)] 2024-10-12 11:43:33,853 - Train: 34.82% [435650/1251000] [348.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002196] [CE 4.857 (4.641)] [KD 5.392 (5.228)] 2024-10-12 11:43:39,712 - Train: 34.83% [435700/1251000] [348.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002196] [CE 4.636 (4.538)] [KD 5.297 (5.274)] 2024-10-12 11:43:45,573 - Train: 34.83% [435750/1251000] [348.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002196] [CE 4.921 (4.652)] [KD 5.470 (5.357)] 2024-10-12 11:43:51,435 - Train: 34.84% [435800/1251000] [348.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002196] [CE 3.961 (4.671)] [KD 5.255 (5.323)] 2024-10-12 11:43:57,458 - Train: 34.84% [435850/1251000] [348.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002196] [CE 4.464 (4.586)] [KD 5.512 (5.233)] 2024-10-12 11:44:03,365 - Train: 34.84% [435900/1251000] [348.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002196] [CE 4.471 (4.609)] [KD 5.268 (5.343)] 2024-10-12 11:44:09,337 - Train: 34.85% [435950/1251000] [348.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002195] [CE 4.370 (4.633)] [KD 5.139 (5.279)] 2024-10-12 11:44:15,064 - Train: 34.85% [436000/1251000] [348.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002195] [CE 4.212 (4.622)] [KD 5.086 (5.280)] 2024-10-12 11:44:21,059 - Train: 34.86% [436050/1251000] [348.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002195] [CE 4.467 (4.667)] [KD 4.951 (5.313)] 2024-10-12 11:44:26,784 - Train: 34.86% [436100/1251000] [348.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002195] [CE 4.543 (4.672)] [KD 5.301 (5.317)] 2024-10-12 11:44:32,644 - Train: 34.86% [436150/1251000] [348.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002195] [CE 4.454 (4.661)] [KD 5.270 (5.254)] 2024-10-12 11:44:38,408 - Train: 34.87% [436200/1251000] [348.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002195] [CE 4.611 (4.648)] [KD 5.051 (5.224)] 2024-10-12 11:44:44,572 - Train: 34.87% [436250/1251000] [348.7/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002194] [CE 4.958 (4.569)] [KD 5.632 (5.186)] 2024-10-12 11:44:50,439 - Train: 34.88% [436300/1251000] [348.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002194] [CE 4.142 (4.609)] [KD 4.993 (5.269)] 2024-10-12 11:44:56,343 - Train: 34.88% [436350/1251000] [348.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002194] [CE 4.550 (4.728)] [KD 4.931 (5.404)] 2024-10-12 11:45:02,217 - Train: 34.88% [436400/1251000] [348.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002194] [CE 4.905 (4.687)] [KD 5.536 (5.414)] 2024-10-12 11:45:08,056 - Train: 34.89% [436450/1251000] [348.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002194] [CE 4.490 (4.672)] [KD 5.245 (5.235)] 2024-10-12 11:45:13,913 - Train: 34.89% [436500/1251000] [348.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002194] [CE 4.951 (4.711)] [KD 5.595 (5.334)] 2024-10-12 11:45:19,751 - Train: 34.90% [436550/1251000] [349.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002193] [CE 4.983 (4.654)] [KD 5.489 (5.305)] 2024-10-12 11:45:30,330 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 32176] [top5_cnt 43074] [top_all 50000] 2024-10-12 11:45:30,330 - net: 64.352 (86.148) 2024-10-12 11:45:35,285 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36022] [top5_cnt 45344] [top_all 50000] 2024-10-12 11:45:35,285 - net_E: 72.044 (90.688) 2024-10-12 11:45:35,427 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:45:35,427 - ==> Total time: 15:07:48 Eta: 1 day, 4:13:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:45:37,274 - Train: 34.90% [436600/1251000] [349.0/1000.0] [batch_t 0.369 (0.369)] [data_t 0.248] [optim_t 0.121] [lr 0.002193] [CE 4.173 (4.173)] [KD 5.280 (5.280)] 2024-10-12 11:45:43,236 - Train: 34.90% [436650/1251000] [349.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002193] [CE 4.501 (4.714)] [KD 5.442 (5.357)] 2024-10-12 11:45:49,078 - Train: 34.91% [436700/1251000] [349.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002193] [CE 4.555 (4.615)] [KD 5.379 (5.256)] 2024-10-12 11:45:55,087 - Train: 34.91% [436750/1251000] [349.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002193] [CE 4.052 (4.555)] [KD 5.180 (5.257)] 2024-10-12 11:46:00,930 - Train: 34.92% [436800/1251000] [349.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002193] [CE 4.686 (4.723)] [KD 5.165 (5.273)] 2024-10-12 11:46:06,690 - Train: 34.92% [436850/1251000] [349.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002192] [CE 4.696 (4.638)] [KD 5.220 (5.316)] 2024-10-12 11:46:12,502 - Train: 34.92% [436900/1251000] [349.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002192] [CE 4.732 (4.637)] [KD 5.294 (5.320)] 2024-10-12 11:46:18,479 - Train: 34.93% [436950/1251000] [349.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002192] [CE 4.662 (4.593)] [KD 5.488 (5.223)] 2024-10-12 11:46:24,305 - Train: 34.93% [437000/1251000] [349.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002192] [CE 4.730 (4.645)] [KD 5.643 (5.336)] 2024-10-12 11:46:30,156 - Train: 34.94% [437050/1251000] [349.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002192] [CE 4.663 (4.574)] [KD 5.105 (5.285)] 2024-10-12 11:46:36,089 - Train: 34.94% [437100/1251000] [349.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002192] [CE 4.519 (4.611)] [KD 5.304 (5.259)] 2024-10-12 11:46:41,825 - Train: 34.94% [437150/1251000] [349.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002192] [CE 4.596 (4.664)] [KD 5.188 (5.305)] 2024-10-12 11:46:47,789 - Train: 34.95% [437200/1251000] [349.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002191] [CE 4.999 (4.714)] [KD 5.559 (5.326)] 2024-10-12 11:46:53,553 - Train: 34.95% [437250/1251000] [349.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002191] [CE 4.909 (4.651)] [KD 5.335 (5.290)] 2024-10-12 11:46:59,528 - Train: 34.96% [437300/1251000] [349.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002191] [CE 4.947 (4.679)] [KD 5.473 (5.396)] 2024-10-12 11:47:05,518 - Train: 34.96% [437350/1251000] [349.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002191] [CE 4.971 (4.654)] [KD 5.695 (5.287)] 2024-10-12 11:47:11,374 - Train: 34.96% [437400/1251000] [349.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002191] [CE 4.775 (4.613)] [KD 5.442 (5.292)] 2024-10-12 11:47:17,109 - Train: 34.97% [437450/1251000] [349.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002191] [CE 5.038 (4.635)] [KD 5.481 (5.321)] 2024-10-12 11:47:23,162 - Train: 34.97% [437500/1251000] [349.7/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002190] [CE 4.684 (4.677)] [KD 5.081 (5.316)] 2024-10-12 11:47:28,964 - Train: 34.98% [437550/1251000] [349.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002190] [CE 5.252 (4.677)] [KD 5.610 (5.309)] 2024-10-12 11:47:34,816 - Train: 34.98% [437600/1251000] [349.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002190] [CE 4.333 (4.684)] [KD 5.114 (5.308)] 2024-10-12 11:47:40,655 - Train: 34.98% [437650/1251000] [349.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002190] [CE 4.281 (4.655)] [KD 5.172 (5.298)] 2024-10-12 11:47:46,394 - Train: 34.99% [437700/1251000] [349.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002190] [CE 4.706 (4.680)] [KD 5.426 (5.351)] 2024-10-12 11:47:52,432 - Train: 34.99% [437750/1251000] [349.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002190] [CE 4.944 (4.639)] [KD 5.364 (5.328)] 2024-10-12 11:47:58,449 - Train: 35.00% [437800/1251000] [350.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002189] [CE 4.701 (4.698)] [KD 5.358 (5.362)] 2024-10-12 11:48:04,286 - Train: 35.00% [437850/1251000] [350.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002189] [CE 4.801 (4.698)] [KD 5.428 (5.355)] 2024-10-12 11:48:09,154 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32192] [top5_cnt 43076] [top_all 50000] 2024-10-12 11:48:09,154 - net: 64.384 (86.152) 2024-10-12 11:48:14,078 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 36026] [top5_cnt 45343] [top_all 50000] 2024-10-12 11:48:14,079 - net_E: 72.052 (90.686) 2024-10-12 11:48:14,217 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.086 (epoch: 335)] 2024-10-12 11:48:14,218 - ==> Total time: 15:10:26 Eta: 1 day, 4:10:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:48:22,663 - Train: 35.00% [437900/1251000] [350.0/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002189] [CE 4.854 (4.617)] [KD 5.354 (5.305)] 2024-10-12 11:48:28,470 - Train: 35.01% [437950/1251000] [350.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002189] [CE 4.808 (4.647)] [KD 5.321 (5.253)] 2024-10-12 11:48:34,149 - Train: 35.01% [438000/1251000] [350.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002189] [CE 4.454 (4.640)] [KD 5.292 (5.280)] 2024-10-12 11:48:39,990 - Train: 35.02% [438050/1251000] [350.2/1000.0] [batch_t 0.232 (0.117)] [data_t 0.003] [optim_t 0.230] [lr 0.002189] [CE 5.004 (4.718)] [KD 5.402 (5.325)] 2024-10-12 11:48:45,684 - Train: 35.02% [438100/1251000] [350.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002188] [CE 4.914 (4.703)] [KD 5.235 (5.265)] 2024-10-12 11:48:51,956 - Train: 35.02% [438150/1251000] [350.2/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002188] [CE 4.193 (4.599)] [KD 5.065 (5.165)] 2024-10-12 11:48:57,766 - Train: 35.03% [438200/1251000] [350.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002188] [CE 4.630 (4.685)] [KD 4.930 (5.309)] 2024-10-12 11:49:03,565 - Train: 35.03% [438250/1251000] [350.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002188] [CE 4.881 (4.648)] [KD 5.083 (5.200)] 2024-10-12 11:49:09,343 - Train: 35.04% [438300/1251000] [350.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002188] [CE 4.603 (4.607)] [KD 5.057 (5.230)] 2024-10-12 11:49:15,093 - Train: 35.04% [438350/1251000] [350.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002188] [CE 4.530 (4.626)] [KD 5.537 (5.253)] 2024-10-12 11:49:20,824 - Train: 35.04% [438400/1251000] [350.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002187] [CE 4.905 (4.667)] [KD 5.259 (5.333)] 2024-10-12 11:49:26,444 - Train: 35.05% [438450/1251000] [350.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.002187] [CE 5.032 (4.653)] [KD 5.568 (5.322)] 2024-10-12 11:49:32,192 - Train: 35.05% [438500/1251000] [350.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002187] [CE 4.576 (4.654)] [KD 5.215 (5.250)] 2024-10-12 11:49:37,974 - Train: 35.06% [438550/1251000] [350.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002187] [CE 4.912 (4.663)] [KD 5.349 (5.213)] 2024-10-12 11:49:43,982 - Train: 35.06% [438600/1251000] [350.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002187] [CE 4.206 (4.620)] [KD 5.033 (5.240)] 2024-10-12 11:49:49,743 - Train: 35.06% [438650/1251000] [350.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002187] [CE 4.672 (4.623)] [KD 5.320 (5.331)] 2024-10-12 11:49:55,535 - Train: 35.07% [438700/1251000] [350.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002186] [CE 4.668 (4.650)] [KD 4.994 (5.306)] 2024-10-12 11:50:01,442 - Train: 35.07% [438750/1251000] [350.7/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002186] [CE 4.855 (4.703)] [KD 5.121 (5.315)] 2024-10-12 11:50:07,120 - Train: 35.08% [438800/1251000] [350.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002186] [CE 4.406 (4.631)] [KD 5.222 (5.233)] 2024-10-12 11:50:12,759 - Train: 35.08% [438850/1251000] [350.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002186] [CE 4.449 (4.744)] [KD 5.073 (5.403)] 2024-10-12 11:50:18,408 - Train: 35.08% [438900/1251000] [350.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002186] [CE 4.853 (4.686)] [KD 5.392 (5.316)] 2024-10-12 11:50:24,135 - Train: 35.09% [438950/1251000] [350.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.002186] [CE 4.939 (4.653)] [KD 5.472 (5.250)] 2024-10-12 11:50:30,317 - Train: 35.09% [439000/1251000] [350.9/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.002185] [CE 4.598 (4.649)] [KD 5.707 (5.297)] 2024-10-12 11:50:36,040 - Train: 35.10% [439050/1251000] [351.0/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002185] [CE 4.719 (4.644)] [KD 5.223 (5.273)] 2024-10-12 11:50:41,712 - Train: 35.10% [439100/1251000] [351.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002185] [CE 4.680 (4.662)] [KD 5.354 (5.355)] 2024-10-12 11:50:46,719 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32704] [top5_cnt 43434] [top_all 50000] 2024-10-12 11:50:46,719 - net: 65.408 (86.868) 2024-10-12 11:50:51,677 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36051] [top5_cnt 45342] [top_all 50000] 2024-10-12 11:50:51,677 - net_E: 72.102 (90.684) 2024-10-12 11:50:51,807 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.102 (epoch: 351)] 2024-10-12 11:50:51,807 - ==> Total time: 15:13:04 Eta: 1 day, 4:08:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:51:01,825 - Train: 35.10% [439150/1251000] [351.0/1000.0] [batch_t 0.113 (0.124)] [data_t 0.003] [optim_t 0.110] [lr 0.002185] [CE 4.811 (4.522)] [KD 5.357 (5.172)] 2024-10-12 11:51:07,599 - Train: 35.11% [439200/1251000] [351.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002185] [CE 4.898 (4.564)] [KD 5.607 (5.217)] 2024-10-12 11:51:13,520 - Train: 35.11% [439250/1251000] [351.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002185] [CE 4.698 (4.657)] [KD 5.539 (5.286)] 2024-10-12 11:51:19,583 - Train: 35.12% [439300/1251000] [351.2/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002184] [CE 4.696 (4.654)] [KD 5.149 (5.219)] 2024-10-12 11:51:25,525 - Train: 35.12% [439350/1251000] [351.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002184] [CE 4.737 (4.642)] [KD 5.406 (5.299)] 2024-10-12 11:51:31,672 - Train: 35.12% [439400/1251000] [351.2/1000.0] [batch_t 0.247 (0.123)] [data_t 0.002] [optim_t 0.244] [lr 0.002184] [CE 5.011 (4.647)] [KD 5.542 (5.271)] 2024-10-12 11:51:37,442 - Train: 35.13% [439450/1251000] [351.3/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002184] [CE 4.521 (4.676)] [KD 5.303 (5.242)] 2024-10-12 11:51:43,255 - Train: 35.13% [439500/1251000] [351.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002184] [CE 4.087 (4.621)] [KD 5.019 (5.353)] 2024-10-12 11:51:49,195 - Train: 35.14% [439550/1251000] [351.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002184] [CE 4.835 (4.669)] [KD 5.128 (5.272)] 2024-10-12 11:51:55,185 - Train: 35.14% [439600/1251000] [351.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002183] [CE 4.333 (4.631)] [KD 5.136 (5.241)] 2024-10-12 11:52:01,063 - Train: 35.14% [439650/1251000] [351.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002183] [CE 4.320 (4.613)] [KD 5.119 (5.243)] 2024-10-12 11:52:06,971 - Train: 35.15% [439700/1251000] [351.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002183] [CE 5.123 (4.630)] [KD 5.315 (5.288)] 2024-10-12 11:52:12,850 - Train: 35.15% [439750/1251000] [351.5/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002183] [CE 3.835 (4.688)] [KD 4.912 (5.238)] 2024-10-12 11:52:18,704 - Train: 35.16% [439800/1251000] [351.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002183] [CE 4.990 (4.658)] [KD 5.563 (5.221)] 2024-10-12 11:52:24,827 - Train: 35.16% [439850/1251000] [351.6/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002183] [CE 4.749 (4.658)] [KD 5.545 (5.287)] 2024-10-12 11:52:30,696 - Train: 35.16% [439900/1251000] [351.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002182] [CE 4.697 (4.642)] [KD 5.388 (5.288)] 2024-10-12 11:52:36,559 - Train: 35.17% [439950/1251000] [351.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002182] [CE 4.706 (4.611)] [KD 5.378 (5.227)] 2024-10-12 11:52:42,444 - Train: 35.17% [440000/1251000] [351.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002182] [CE 4.398 (4.697)] [KD 5.603 (5.357)] 2024-10-12 11:52:48,210 - Train: 35.18% [440050/1251000] [351.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002182] [CE 4.266 (4.634)] [KD 5.305 (5.367)] 2024-10-12 11:52:54,087 - Train: 35.18% [440100/1251000] [351.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002182] [CE 4.691 (4.649)] [KD 5.186 (5.336)] 2024-10-12 11:53:00,040 - Train: 35.18% [440150/1251000] [351.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002182] [CE 4.776 (4.651)] [KD 5.480 (5.345)] 2024-10-12 11:53:05,954 - Train: 35.19% [440200/1251000] [351.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002181] [CE 4.571 (4.594)] [KD 5.197 (5.295)] 2024-10-12 11:53:12,044 - Train: 35.19% [440250/1251000] [351.9/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.002181] [CE 4.516 (4.608)] [KD 4.982 (5.215)] 2024-10-12 11:53:17,745 - Train: 35.20% [440300/1251000] [352.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002181] [CE 4.490 (4.605)] [KD 5.039 (5.217)] 2024-10-12 11:53:23,433 - Train: 35.20% [440350/1251000] [352.0/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002181] [CE 4.515 (4.679)] [KD 5.487 (5.307)] 2024-10-12 11:53:28,590 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32763] [top5_cnt 43420] [top_all 50000] 2024-10-12 11:53:28,591 - net: 65.526 (86.840) 2024-10-12 11:53:33,580 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 36093] [top5_cnt 45346] [top_all 50000] 2024-10-12 11:53:33,580 - net_E: 72.186 (90.692) 2024-10-12 11:53:33,692 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.186 (epoch: 352)] 2024-10-12 11:53:33,692 - ==> Total time: 15:15:46 Eta: 1 day, 4:05:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:53:43,396 - Train: 35.20% [440400/1251000] [352.0/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002181] [CE 4.591 (4.568)] [KD 5.538 (5.268)] 2024-10-12 11:53:49,119 - Train: 35.21% [440450/1251000] [352.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002181] [CE 4.802 (4.621)] [KD 5.205 (5.266)] 2024-10-12 11:53:55,216 - Train: 35.21% [440500/1251000] [352.1/1000.0] [batch_t 0.124 (0.122)] [data_t 0.003] [optim_t 0.121] [lr 0.002180] [CE 4.579 (4.652)] [KD 5.179 (5.308)] 2024-10-12 11:54:01,054 - Train: 35.22% [440550/1251000] [352.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002180] [CE 4.952 (4.645)] [KD 5.459 (5.363)] 2024-10-12 11:54:06,770 - Train: 35.22% [440600/1251000] [352.2/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.002180] [CE 4.722 (4.740)] [KD 5.445 (5.408)] 2024-10-12 11:54:12,409 - Train: 35.22% [440650/1251000] [352.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002180] [CE 4.944 (4.725)] [KD 5.456 (5.275)] 2024-10-12 11:54:18,434 - Train: 35.23% [440700/1251000] [352.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002180] [CE 4.734 (4.669)] [KD 5.431 (5.333)] 2024-10-12 11:54:24,073 - Train: 35.23% [440750/1251000] [352.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.002180] [CE 4.844 (4.638)] [KD 5.207 (5.334)] 2024-10-12 11:54:30,003 - Train: 35.24% [440800/1251000] [352.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002179] [CE 4.737 (4.621)] [KD 5.453 (5.278)] 2024-10-12 11:54:35,750 - Train: 35.24% [440850/1251000] [352.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002179] [CE 4.427 (4.564)] [KD 5.233 (5.244)] 2024-10-12 11:54:41,645 - Train: 35.24% [440900/1251000] [352.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002179] [CE 4.638 (4.663)] [KD 5.123 (5.414)] 2024-10-12 11:54:47,803 - Train: 35.25% [440950/1251000] [352.5/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002179] [CE 4.652 (4.655)] [KD 5.141 (5.305)] 2024-10-12 11:54:53,507 - Train: 35.25% [441000/1251000] [352.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.002179] [CE 4.248 (4.697)] [KD 5.159 (5.381)] 2024-10-12 11:54:59,219 - Train: 35.26% [441050/1251000] [352.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002179] [CE 5.055 (4.580)] [KD 5.426 (5.286)] 2024-10-12 11:55:05,264 - Train: 35.26% [441100/1251000] [352.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002178] [CE 4.434 (4.680)] [KD 4.986 (5.330)] 2024-10-12 11:55:10,979 - Train: 35.26% [441150/1251000] [352.6/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.114] [lr 0.002178] [CE 4.680 (4.654)] [KD 5.358 (5.282)] 2024-10-12 11:55:16,742 - Train: 35.27% [441200/1251000] [352.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002178] [CE 4.745 (4.584)] [KD 5.462 (5.230)] 2024-10-12 11:55:22,708 - Train: 35.27% [441250/1251000] [352.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002178] [CE 4.821 (4.699)] [KD 5.535 (5.294)] 2024-10-12 11:55:28,595 - Train: 35.28% [441300/1251000] [352.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002178] [CE 4.861 (4.643)] [KD 5.412 (5.295)] 2024-10-12 11:55:34,638 - Train: 35.28% [441350/1251000] [352.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002178] [CE 4.979 (4.555)] [KD 5.340 (5.256)] 2024-10-12 11:55:40,515 - Train: 35.28% [441400/1251000] [352.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002177] [CE 4.794 (4.754)] [KD 5.502 (5.332)] 2024-10-12 11:55:46,285 - Train: 35.29% [441450/1251000] [352.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.002177] [CE 5.086 (4.708)] [KD 5.287 (5.319)] 2024-10-12 11:55:52,096 - Train: 35.29% [441500/1251000] [352.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002177] [CE 4.814 (4.627)] [KD 5.077 (5.314)] 2024-10-12 11:55:58,201 - Train: 35.30% [441550/1251000] [353.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002177] [CE 4.725 (4.740)] [KD 5.141 (5.280)] 2024-10-12 11:56:03,967 - Train: 35.30% [441600/1251000] [353.0/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002177] [CE 4.378 (4.615)] [KD 5.515 (5.300)] 2024-10-12 11:56:09,173 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32932] [top5_cnt 43466] [top_all 50000] 2024-10-12 11:56:09,174 - net: 65.864 (86.932) 2024-10-12 11:56:14,091 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.091)] [top1_cnt 36081] [top5_cnt 45340] [top_all 50000] 2024-10-12 11:56:14,091 - net_E: 72.162 (90.680) 2024-10-12 11:56:14,232 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.186 (epoch: 352)] 2024-10-12 11:56:14,233 - ==> Total time: 15:18:26 Eta: 1 day, 4:03:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:56:21,609 - Train: 35.30% [441650/1251000] [353.0/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.002177] [CE 5.041 (4.603)] [KD 5.561 (5.200)] 2024-10-12 11:56:27,474 - Train: 35.31% [441700/1251000] [353.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002176] [CE 4.366 (4.595)] [KD 4.879 (5.200)] 2024-10-12 11:56:33,448 - Train: 35.31% [441750/1251000] [353.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002176] [CE 4.952 (4.645)] [KD 5.375 (5.223)] 2024-10-12 11:56:39,413 - Train: 35.32% [441800/1251000] [353.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002176] [CE 4.970 (4.680)] [KD 5.358 (5.244)] 2024-10-12 11:56:45,109 - Train: 35.32% [441850/1251000] [353.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002176] [CE 4.678 (4.589)] [KD 5.285 (5.186)] 2024-10-12 11:56:50,989 - Train: 35.32% [441900/1251000] [353.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002176] [CE 4.961 (4.621)] [KD 5.509 (5.297)] 2024-10-12 11:56:57,033 - Train: 35.33% [441950/1251000] [353.3/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002176] [CE 4.584 (4.642)] [KD 5.379 (5.337)] 2024-10-12 11:57:03,028 - Train: 35.33% [442000/1251000] [353.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.002175] [CE 4.814 (4.689)] [KD 5.372 (5.370)] 2024-10-12 11:57:08,926 - Train: 35.34% [442050/1251000] [353.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002175] [CE 4.461 (4.664)] [KD 5.145 (5.289)] 2024-10-12 11:57:14,918 - Train: 35.34% [442100/1251000] [353.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002175] [CE 4.067 (4.657)] [KD 4.900 (5.247)] 2024-10-12 11:57:20,771 - Train: 35.34% [442150/1251000] [353.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002175] [CE 4.650 (4.635)] [KD 5.282 (5.288)] 2024-10-12 11:57:26,658 - Train: 35.35% [442200/1251000] [353.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002175] [CE 4.879 (4.697)] [KD 5.121 (5.334)] 2024-10-12 11:57:32,360 - Train: 35.35% [442250/1251000] [353.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.002175] [CE 4.693 (4.702)] [KD 5.366 (5.348)] 2024-10-12 11:57:38,188 - Train: 35.36% [442300/1251000] [353.6/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002174] [CE 4.704 (4.609)] [KD 5.428 (5.321)] 2024-10-12 11:57:44,059 - Train: 35.36% [442350/1251000] [353.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002174] [CE 4.329 (4.643)] [KD 5.098 (5.330)] 2024-10-12 11:57:50,160 - Train: 35.36% [442400/1251000] [353.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002174] [CE 4.532 (4.725)] [KD 5.218 (5.339)] 2024-10-12 11:57:55,893 - Train: 35.37% [442450/1251000] [353.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002174] [CE 4.612 (4.713)] [KD 5.245 (5.301)] 2024-10-12 11:58:01,737 - Train: 35.37% [442500/1251000] [353.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002174] [CE 4.881 (4.647)] [KD 5.347 (5.279)] 2024-10-12 11:58:07,609 - Train: 35.38% [442550/1251000] [353.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002174] [CE 4.781 (4.623)] [KD 5.472 (5.322)] 2024-10-12 11:58:13,582 - Train: 35.38% [442600/1251000] [353.8/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002173] [CE 4.361 (4.672)] [KD 5.016 (5.267)] 2024-10-12 11:58:19,572 - Train: 35.38% [442650/1251000] [353.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002173] [CE 4.693 (4.633)] [KD 5.302 (5.309)] 2024-10-12 11:58:25,355 - Train: 35.39% [442700/1251000] [353.9/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002173] [CE 4.951 (4.723)] [KD 5.694 (5.356)] 2024-10-12 11:58:31,264 - Train: 35.39% [442750/1251000] [353.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002173] [CE 5.225 (4.767)] [KD 5.599 (5.312)] 2024-10-12 11:58:37,266 - Train: 35.40% [442800/1251000] [354.0/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002173] [CE 4.642 (4.590)] [KD 5.383 (5.247)] 2024-10-12 11:58:43,137 - Train: 35.40% [442850/1251000] [354.0/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002173] [CE 4.891 (4.616)] [KD 5.335 (5.242)] 2024-10-12 11:58:48,465 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33017] [top5_cnt 43572] [top_all 50000] 2024-10-12 11:58:48,466 - net: 66.034 (87.144) 2024-10-12 11:58:53,411 - Test (net_E): 100.00% [50/50] [batch_t 0.061 (0.092)] [top1_cnt 36101] [top5_cnt 45319] [top_all 50000] 2024-10-12 11:58:53,411 - net_E: 72.202 (90.638) 2024-10-12 11:58:53,545 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.202 (epoch: 354)] 2024-10-12 11:58:53,545 - ==> Total time: 15:21:06 Eta: 1 day, 4:00:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 11:59:01,904 - Train: 35.40% [442900/1251000] [354.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002172] [CE 3.901 (4.645)] [KD 5.020 (5.174)] 2024-10-12 11:59:08,119 - Train: 35.41% [442950/1251000] [354.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002172] [CE 4.812 (4.568)] [KD 5.284 (5.161)] 2024-10-12 11:59:13,961 - Train: 35.41% [443000/1251000] [354.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002172] [CE 4.874 (4.627)] [KD 5.301 (5.236)] 2024-10-12 11:59:19,721 - Train: 35.42% [443050/1251000] [354.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002172] [CE 4.510 (4.581)] [KD 5.199 (5.280)] 2024-10-12 11:59:25,733 - Train: 35.42% [443100/1251000] [354.2/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002172] [CE 4.481 (4.624)] [KD 5.307 (5.256)] 2024-10-12 11:59:31,457 - Train: 35.42% [443150/1251000] [354.2/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002172] [CE 4.886 (4.712)] [KD 5.078 (5.266)] 2024-10-12 11:59:37,243 - Train: 35.43% [443200/1251000] [354.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002171] [CE 4.918 (4.656)] [KD 5.409 (5.264)] 2024-10-12 11:59:42,915 - Train: 35.43% [443250/1251000] [354.3/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.002171] [CE 4.050 (4.549)] [KD 4.877 (5.190)] 2024-10-12 11:59:48,678 - Train: 35.44% [443300/1251000] [354.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002171] [CE 4.673 (4.693)] [KD 5.311 (5.266)] 2024-10-12 11:59:54,561 - Train: 35.44% [443350/1251000] [354.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002171] [CE 4.474 (4.669)] [KD 5.193 (5.305)] 2024-10-12 12:00:00,554 - Train: 35.44% [443400/1251000] [354.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002171] [CE 4.772 (4.661)] [KD 5.187 (5.283)] 2024-10-12 12:00:06,180 - Train: 35.45% [443450/1251000] [354.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.002171] [CE 3.876 (4.602)] [KD 5.215 (5.285)] 2024-10-12 12:00:11,954 - Train: 35.45% [443500/1251000] [354.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002170] [CE 4.388 (4.679)] [KD 5.159 (5.375)] 2024-10-12 12:00:17,610 - Train: 35.46% [443550/1251000] [354.6/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.002170] [CE 4.627 (4.683)] [KD 5.334 (5.356)] 2024-10-12 12:00:23,278 - Train: 35.46% [443600/1251000] [354.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.002170] [CE 4.169 (4.628)] [KD 5.114 (5.272)] 2024-10-12 12:00:29,038 - Train: 35.46% [443650/1251000] [354.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002170] [CE 4.753 (4.719)] [KD 5.537 (5.317)] 2024-10-12 12:00:34,808 - Train: 35.47% [443700/1251000] [354.7/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002170] [CE 4.366 (4.642)] [KD 5.352 (5.314)] 2024-10-12 12:00:40,605 - Train: 35.47% [443750/1251000] [354.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002170] [CE 4.557 (4.658)] [KD 5.082 (5.295)] 2024-10-12 12:00:46,630 - Train: 35.48% [443800/1251000] [354.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002169] [CE 4.844 (4.644)] [KD 5.003 (5.254)] 2024-10-12 12:00:52,369 - Train: 35.48% [443850/1251000] [354.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002169] [CE 4.724 (4.670)] [KD 5.313 (5.227)] 2024-10-12 12:00:58,002 - Train: 35.48% [443900/1251000] [354.8/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.002169] [CE 4.634 (4.724)] [KD 5.259 (5.319)] 2024-10-12 12:01:03,770 - Train: 35.49% [443950/1251000] [354.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002169] [CE 4.437 (4.692)] [KD 5.167 (5.262)] 2024-10-12 12:01:09,423 - Train: 35.49% [444000/1251000] [354.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002169] [CE 4.290 (4.673)] [KD 5.075 (5.325)] 2024-10-12 12:01:15,189 - Train: 35.50% [444050/1251000] [355.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002168] [CE 4.485 (4.642)] [KD 5.350 (5.232)] 2024-10-12 12:01:20,942 - Train: 35.50% [444100/1251000] [355.0/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.002168] [CE 4.554 (4.662)] [KD 5.282 (5.358)] 2024-10-12 12:01:26,398 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32878] [top5_cnt 43533] [top_all 50000] 2024-10-12 12:01:26,398 - net: 65.756 (87.066) 2024-10-12 12:01:31,393 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36127] [top5_cnt 45352] [top_all 50000] 2024-10-12 12:01:31,393 - net_E: 72.254 (90.704) 2024-10-12 12:01:31,525 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.254 (epoch: 355)] 2024-10-12 12:01:31,525 - ==> Total time: 15:23:44 Eta: 1 day, 3:58:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:01:40,446 - Train: 35.50% [444150/1251000] [355.0/1000.0] [batch_t 0.246 (0.126)] [data_t 0.002] [optim_t 0.244] [lr 0.002168] [CE 4.678 (4.680)] [KD 5.281 (5.351)] 2024-10-12 12:01:46,369 - Train: 35.51% [444200/1251000] [355.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.002168] [CE 5.192 (4.663)] [KD 5.461 (5.275)] 2024-10-12 12:01:52,142 - Train: 35.51% [444250/1251000] [355.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002168] [CE 4.487 (4.615)] [KD 4.977 (5.271)] 2024-10-12 12:01:57,892 - Train: 35.52% [444300/1251000] [355.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.002168] [CE 4.329 (4.543)] [KD 5.180 (5.147)] 2024-10-12 12:02:03,640 - Train: 35.52% [444350/1251000] [355.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002167] [CE 4.975 (4.634)] [KD 5.435 (5.196)] 2024-10-12 12:02:09,417 - Train: 35.52% [444400/1251000] [355.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002167] [CE 4.425 (4.610)] [KD 5.267 (5.248)] 2024-10-12 12:02:15,272 - Train: 35.53% [444450/1251000] [355.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002167] [CE 4.521 (4.584)] [KD 5.192 (5.178)] 2024-10-12 12:02:20,888 - Train: 35.53% [444500/1251000] [355.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.002167] [CE 4.586 (4.606)] [KD 5.445 (5.204)] 2024-10-12 12:02:26,544 - Train: 35.54% [444550/1251000] [355.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.002167] [CE 4.120 (4.621)] [KD 4.867 (5.214)] 2024-10-12 12:02:32,284 - Train: 35.54% [444600/1251000] [355.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002167] [CE 3.726 (4.557)] [KD 4.854 (5.245)] 2024-10-12 12:02:38,220 - Train: 35.54% [444650/1251000] [355.4/1000.0] [batch_t 0.110 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.002166] [CE 4.504 (4.639)] [KD 5.172 (5.264)] 2024-10-12 12:02:44,057 - Train: 35.55% [444700/1251000] [355.5/1000.0] [batch_t 0.222 (0.117)] [data_t 0.002] [optim_t 0.219] [lr 0.002166] [CE 4.998 (4.654)] [KD 5.391 (5.289)] 2024-10-12 12:02:49,880 - Train: 35.55% [444750/1251000] [355.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002166] [CE 4.257 (4.623)] [KD 4.948 (5.189)] 2024-10-12 12:02:55,468 - Train: 35.56% [444800/1251000] [355.6/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.002166] [CE 4.872 (4.690)] [KD 5.219 (5.283)] 2024-10-12 12:03:01,074 - Train: 35.56% [444850/1251000] [355.6/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.002166] [CE 4.511 (4.604)] [KD 5.042 (5.266)] 2024-10-12 12:03:06,806 - Train: 35.56% [444900/1251000] [355.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002166] [CE 4.868 (4.655)] [KD 5.399 (5.313)] 2024-10-12 12:03:12,620 - Train: 35.57% [444950/1251000] [355.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002165] [CE 4.961 (4.672)] [KD 5.266 (5.365)] 2024-10-12 12:03:18,336 - Train: 35.57% [445000/1251000] [355.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002165] [CE 5.214 (4.661)] [KD 5.148 (5.293)] 2024-10-12 12:03:24,268 - Train: 35.58% [445050/1251000] [355.8/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002165] [CE 5.300 (4.607)] [KD 5.676 (5.301)] 2024-10-12 12:03:30,065 - Train: 35.58% [445100/1251000] [355.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002165] [CE 4.387 (4.582)] [KD 5.399 (5.193)] 2024-10-12 12:03:35,802 - Train: 35.58% [445150/1251000] [355.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002165] [CE 4.743 (4.693)] [KD 5.310 (5.341)] 2024-10-12 12:03:41,668 - Train: 35.59% [445200/1251000] [355.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002165] [CE 4.569 (4.631)] [KD 5.276 (5.260)] 2024-10-12 12:03:47,444 - Train: 35.59% [445250/1251000] [355.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.002164] [CE 5.011 (4.699)] [KD 5.673 (5.297)] 2024-10-12 12:03:53,393 - Train: 35.60% [445300/1251000] [356.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002164] [CE 4.454 (4.672)] [KD 4.994 (5.364)] 2024-10-12 12:03:59,104 - Train: 35.60% [445350/1251000] [356.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.002164] [CE 4.598 (4.722)] [KD 5.363 (5.301)] 2024-10-12 12:04:04,655 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32628] [top5_cnt 43336] [top_all 50000] 2024-10-12 12:04:04,656 - net: 65.256 (86.672) 2024-10-12 12:04:09,681 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 36097] [top5_cnt 45361] [top_all 50000] 2024-10-12 12:04:09,682 - net_E: 72.194 (90.722) 2024-10-12 12:04:09,810 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.254 (epoch: 355)] 2024-10-12 12:04:09,810 - ==> Total time: 15:26:22 Eta: 1 day, 3:55:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:04:16,487 - Train: 35.60% [445400/1251000] [356.0/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002164] [CE 4.835 (4.555)] [KD 5.306 (5.146)] 2024-10-12 12:04:22,754 - Train: 35.61% [445450/1251000] [356.1/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002164] [CE 4.846 (4.592)] [KD 5.576 (5.205)] 2024-10-12 12:04:28,866 - Train: 35.61% [445500/1251000] [356.1/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.002164] [CE 4.902 (4.708)] [KD 5.308 (5.319)] 2024-10-12 12:04:34,925 - Train: 35.62% [445550/1251000] [356.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002163] [CE 4.907 (4.659)] [KD 5.161 (5.233)] 2024-10-12 12:04:40,806 - Train: 35.62% [445600/1251000] [356.2/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002163] [CE 4.270 (4.659)] [KD 5.033 (5.269)] 2024-10-12 12:04:46,770 - Train: 35.62% [445650/1251000] [356.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002163] [CE 4.359 (4.613)] [KD 5.311 (5.263)] 2024-10-12 12:04:52,760 - Train: 35.63% [445700/1251000] [356.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002163] [CE 4.958 (4.678)] [KD 5.480 (5.350)] 2024-10-12 12:04:58,912 - Train: 35.63% [445750/1251000] [356.3/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002163] [CE 4.951 (4.624)] [KD 5.405 (5.278)] 2024-10-12 12:05:04,964 - Train: 35.64% [445800/1251000] [356.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002163] [CE 4.212 (4.598)] [KD 5.083 (5.268)] 2024-10-12 12:05:10,796 - Train: 35.64% [445850/1251000] [356.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002162] [CE 4.535 (4.589)] [KD 5.140 (5.255)] 2024-10-12 12:05:16,731 - Train: 35.64% [445900/1251000] [356.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002162] [CE 5.178 (4.675)] [KD 5.282 (5.220)] 2024-10-12 12:05:22,575 - Train: 35.65% [445950/1251000] [356.5/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.118] [lr 0.002162] [CE 4.269 (4.641)] [KD 5.375 (5.212)] 2024-10-12 12:05:28,696 - Train: 35.65% [446000/1251000] [356.5/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002162] [CE 4.475 (4.614)] [KD 5.020 (5.202)] 2024-10-12 12:05:34,884 - Train: 35.66% [446050/1251000] [356.6/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002162] [CE 4.562 (4.689)] [KD 5.426 (5.232)] 2024-10-12 12:05:41,006 - Train: 35.66% [446100/1251000] [356.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002162] [CE 4.517 (4.665)] [KD 5.153 (5.260)] 2024-10-12 12:05:46,994 - Train: 35.66% [446150/1251000] [356.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002161] [CE 4.527 (4.634)] [KD 4.989 (5.196)] 2024-10-12 12:05:52,895 - Train: 35.67% [446200/1251000] [356.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002161] [CE 4.889 (4.710)] [KD 5.532 (5.274)] 2024-10-12 12:05:58,793 - Train: 35.67% [446250/1251000] [356.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002161] [CE 4.572 (4.588)] [KD 5.232 (5.273)] 2024-10-12 12:06:05,007 - Train: 35.68% [446300/1251000] [356.8/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002161] [CE 4.262 (4.632)] [KD 5.047 (5.257)] 2024-10-12 12:06:11,141 - Train: 35.68% [446350/1251000] [356.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002161] [CE 5.298 (4.715)] [KD 5.689 (5.298)] 2024-10-12 12:06:17,008 - Train: 35.68% [446400/1251000] [356.8/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002161] [CE 5.229 (4.672)] [KD 5.673 (5.367)] 2024-10-12 12:06:22,854 - Train: 35.69% [446450/1251000] [356.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002160] [CE 4.526 (4.635)] [KD 5.408 (5.293)] 2024-10-12 12:06:28,951 - Train: 35.69% [446500/1251000] [356.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002160] [CE 5.053 (4.625)] [KD 5.415 (5.343)] 2024-10-12 12:06:35,147 - Train: 35.70% [446550/1251000] [357.0/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.119] [lr 0.002160] [CE 4.891 (4.596)] [KD 5.527 (5.242)] 2024-10-12 12:06:41,749 - Train: 35.70% [446600/1251000] [357.0/1000.0] [batch_t 0.113 (0.132)] [data_t 0.002] [optim_t 0.111] [lr 0.002160] [CE 4.665 (4.727)] [KD 5.324 (5.319)] 2024-10-12 12:06:47,456 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.093)] [top1_cnt 32977] [top5_cnt 43634] [top_all 50000] 2024-10-12 12:06:47,457 - net: 65.954 (87.268) 2024-10-12 12:06:52,527 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 36121] [top5_cnt 45367] [top_all 50000] 2024-10-12 12:06:52,528 - net_E: 72.242 (90.734) 2024-10-12 12:06:52,665 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.254 (epoch: 355)] 2024-10-12 12:06:52,666 - ==> Total time: 15:29:05 Eta: 1 day, 3:53:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:06:59,451 - Train: 35.70% [446650/1251000] [357.0/1000.0] [batch_t 0.117 (0.129)] [data_t 0.002] [optim_t 0.115] [lr 0.002160] [CE 3.742 (4.579)] [KD 5.262 (5.265)] 2024-10-12 12:07:05,255 - Train: 35.71% [446700/1251000] [357.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.002160] [CE 4.752 (4.656)] [KD 5.436 (5.261)] 2024-10-12 12:07:11,118 - Train: 35.71% [446750/1251000] [357.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002159] [CE 4.559 (4.670)] [KD 5.374 (5.258)] 2024-10-12 12:07:16,962 - Train: 35.72% [446800/1251000] [357.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002159] [CE 4.691 (4.643)] [KD 4.946 (5.222)] 2024-10-12 12:07:22,781 - Train: 35.72% [446850/1251000] [357.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002159] [CE 4.619 (4.633)] [KD 5.383 (5.188)] 2024-10-12 12:07:28,500 - Train: 35.72% [446900/1251000] [357.2/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002159] [CE 4.606 (4.681)] [KD 5.419 (5.258)] 2024-10-12 12:07:34,552 - Train: 35.73% [446950/1251000] [357.3/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002159] [CE 4.376 (4.584)] [KD 5.267 (5.186)] 2024-10-12 12:07:40,557 - Train: 35.73% [447000/1251000] [357.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002159] [CE 4.704 (4.586)] [KD 5.133 (5.259)] 2024-10-12 12:07:46,428 - Train: 35.74% [447050/1251000] [357.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002158] [CE 4.835 (4.547)] [KD 5.384 (5.232)] 2024-10-12 12:07:52,122 - Train: 35.74% [447100/1251000] [357.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002158] [CE 4.659 (4.686)] [KD 5.666 (5.294)] 2024-10-12 12:07:57,923 - Train: 35.74% [447150/1251000] [357.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002158] [CE 5.022 (4.624)] [KD 5.386 (5.190)] 2024-10-12 12:08:03,734 - Train: 35.75% [447200/1251000] [357.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002158] [CE 4.234 (4.594)] [KD 5.310 (5.153)] 2024-10-12 12:08:09,582 - Train: 35.75% [447250/1251000] [357.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002158] [CE 4.792 (4.623)] [KD 5.185 (5.260)] 2024-10-12 12:08:15,360 - Train: 35.76% [447300/1251000] [357.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.002158] [CE 4.999 (4.652)] [KD 5.540 (5.302)] 2024-10-12 12:08:21,244 - Train: 35.76% [447350/1251000] [357.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002157] [CE 4.659 (4.657)] [KD 5.461 (5.266)] 2024-10-12 12:08:27,127 - Train: 35.76% [447400/1251000] [357.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002157] [CE 4.248 (4.677)] [KD 5.065 (5.256)] 2024-10-12 12:08:33,259 - Train: 35.77% [447450/1251000] [357.7/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002157] [CE 5.108 (4.649)] [KD 5.501 (5.261)] 2024-10-12 12:08:39,097 - Train: 35.77% [447500/1251000] [357.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002157] [CE 4.283 (4.603)] [KD 5.264 (5.271)] 2024-10-12 12:08:44,787 - Train: 35.78% [447550/1251000] [357.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002157] [CE 4.902 (4.692)] [KD 5.209 (5.286)] 2024-10-12 12:08:50,621 - Train: 35.78% [447600/1251000] [357.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002157] [CE 4.955 (4.694)] [KD 5.926 (5.256)] 2024-10-12 12:08:56,491 - Train: 35.78% [447650/1251000] [357.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002156] [CE 4.665 (4.551)] [KD 5.346 (5.181)] 2024-10-12 12:09:02,372 - Train: 35.79% [447700/1251000] [357.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002156] [CE 4.968 (4.743)] [KD 5.600 (5.279)] 2024-10-12 12:09:08,186 - Train: 35.79% [447750/1251000] [357.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002156] [CE 4.788 (4.626)] [KD 5.518 (5.296)] 2024-10-12 12:09:14,290 - Train: 35.80% [447800/1251000] [358.0/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002156] [CE 5.164 (4.649)] [KD 5.381 (5.351)] 2024-10-12 12:09:20,389 - Train: 35.80% [447850/1251000] [358.0/1000.0] [batch_t 0.110 (0.122)] [data_t 0.002] [optim_t 0.108] [lr 0.002156] [CE 4.795 (4.630)] [KD 5.403 (5.334)] 2024-10-12 12:09:26,150 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 32844] [top5_cnt 43561] [top_all 50000] 2024-10-12 12:09:26,150 - net: 65.688 (87.122) 2024-10-12 12:09:31,103 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36096] [top5_cnt 45339] [top_all 50000] 2024-10-12 12:09:31,103 - net_E: 72.192 (90.678) 2024-10-12 12:09:31,257 - Max [top1: 66.088 (epoch: 336)] [top1-ema: 72.254 (epoch: 355)] 2024-10-12 12:09:31,257 - ==> Total time: 15:31:43 Eta: 1 day, 3:50:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:09:37,890 - Train: 35.80% [447900/1251000] [358.0/1000.0] [batch_t 0.118 (0.129)] [data_t 0.002] [optim_t 0.115] [lr 0.002156] [CE 4.632 (4.627)] [KD 5.433 (5.257)] 2024-10-12 12:09:43,620 - Train: 35.81% [447950/1251000] [358.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.002155] [CE 4.877 (4.673)] [KD 5.201 (5.310)] 2024-10-12 12:09:49,513 - Train: 35.81% [448000/1251000] [358.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002155] [CE 4.618 (4.569)] [KD 5.464 (5.207)] 2024-10-12 12:09:55,546 - Train: 35.82% [448050/1251000] [358.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002155] [CE 4.879 (4.627)] [KD 4.954 (5.137)] 2024-10-12 12:10:01,407 - Train: 35.82% [448100/1251000] [358.2/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.002155] [CE 4.001 (4.649)] [KD 4.970 (5.206)] 2024-10-12 12:10:07,166 - Train: 35.82% [448150/1251000] [358.2/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.002155] [CE 4.878 (4.590)] [KD 5.554 (5.196)] 2024-10-12 12:10:12,892 - Train: 35.83% [448200/1251000] [358.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002155] [CE 4.506 (4.633)] [KD 5.076 (5.261)] 2024-10-12 12:10:18,888 - Train: 35.83% [448250/1251000] [358.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002154] [CE 4.629 (4.642)] [KD 5.316 (5.342)] 2024-10-12 12:10:24,960 - Train: 35.84% [448300/1251000] [358.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002154] [CE 4.362 (4.700)] [KD 4.797 (5.221)] 2024-10-12 12:10:30,950 - Train: 35.84% [448350/1251000] [358.4/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002154] [CE 4.306 (4.606)] [KD 5.179 (5.208)] 2024-10-12 12:10:36,647 - Train: 35.84% [448400/1251000] [358.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.002154] [CE 4.516 (4.673)] [KD 5.435 (5.291)] 2024-10-12 12:10:42,334 - Train: 35.85% [448450/1251000] [358.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.002154] [CE 4.595 (4.640)] [KD 5.148 (5.264)] 2024-10-12 12:10:48,282 - Train: 35.85% [448500/1251000] [358.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002154] [CE 5.220 (4.685)] [KD 5.606 (5.313)] 2024-10-12 12:10:54,097 - Train: 35.86% [448550/1251000] [358.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002153] [CE 4.746 (4.645)] [KD 5.098 (5.221)] 2024-10-12 12:10:59,817 - Train: 35.86% [448600/1251000] [358.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002153] [CE 4.332 (4.680)] [KD 4.969 (5.307)] 2024-10-12 12:11:05,669 - Train: 35.86% [448650/1251000] [358.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002153] [CE 4.327 (4.620)] [KD 4.899 (5.239)] 2024-10-12 12:11:11,654 - Train: 35.87% [448700/1251000] [358.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002153] [CE 4.681 (4.620)] [KD 5.551 (5.204)] 2024-10-12 12:11:17,588 - Train: 35.87% [448750/1251000] [358.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002153] [CE 4.602 (4.631)] [KD 5.195 (5.301)] 2024-10-12 12:11:23,248 - Train: 35.88% [448800/1251000] [358.8/1000.0] [batch_t 0.120 (0.113)] [data_t 0.003] [optim_t 0.117] [lr 0.002153] [CE 4.593 (4.726)] [KD 5.541 (5.301)] 2024-10-12 12:11:29,053 - Train: 35.88% [448850/1251000] [358.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.002152] [CE 4.786 (4.668)] [KD 5.345 (5.204)] 2024-10-12 12:11:34,827 - Train: 35.88% [448900/1251000] [358.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002152] [CE 4.522 (4.594)] [KD 5.030 (5.190)] 2024-10-12 12:11:40,740 - Train: 35.89% [448950/1251000] [358.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002152] [CE 4.896 (4.641)] [KD 5.337 (5.222)] 2024-10-12 12:11:46,496 - Train: 35.89% [449000/1251000] [358.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002152] [CE 4.546 (4.633)] [KD 5.399 (5.246)] 2024-10-12 12:11:52,290 - Train: 35.90% [449050/1251000] [359.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002152] [CE 5.141 (4.620)] [KD 5.687 (5.251)] 2024-10-12 12:11:58,108 - Train: 35.90% [449100/1251000] [359.0/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.002152] [CE 4.422 (4.666)] [KD 5.389 (5.394)] 2024-10-12 12:12:04,142 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 33257] [top5_cnt 43718] [top_all 50000] 2024-10-12 12:12:04,143 - net: 66.514 (87.436) 2024-10-12 12:12:09,080 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.091)] [top1_cnt 36089] [top5_cnt 45325] [top_all 50000] 2024-10-12 12:12:09,080 - net_E: 72.178 (90.650) 2024-10-12 12:12:09,221 - Max [top1: 66.514 (epoch: 359)] [top1-ema: 72.254 (epoch: 355)] 2024-10-12 12:12:09,221 - ==> Total time: 15:34:21 Eta: 1 day, 3:48:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:12:18,117 - Train: 35.90% [449150/1251000] [359.0/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.002151] [CE 4.619 (4.662)] [KD 5.296 (5.197)] 2024-10-12 12:12:23,773 - Train: 35.91% [449200/1251000] [359.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.002151] [CE 4.488 (4.683)] [KD 5.255 (5.281)] 2024-10-12 12:12:29,558 - Train: 35.91% [449250/1251000] [359.1/1000.0] [batch_t 0.110 (0.116)] [data_t 0.003] [optim_t 0.108] [lr 0.002151] [CE 5.092 (4.696)] [KD 5.715 (5.387)] 2024-10-12 12:12:35,382 - Train: 35.92% [449300/1251000] [359.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002151] [CE 4.336 (4.556)] [KD 5.421 (5.236)] 2024-10-12 12:12:41,117 - Train: 35.92% [449350/1251000] [359.2/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.115] [lr 0.002151] [CE 4.708 (4.595)] [KD 5.319 (5.190)] 2024-10-12 12:12:46,906 - Train: 35.92% [449400/1251000] [359.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002151] [CE 4.758 (4.730)] [KD 5.397 (5.307)] 2024-10-12 12:12:52,823 - Train: 35.93% [449450/1251000] [359.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002150] [CE 4.610 (4.556)] [KD 5.420 (5.179)] 2024-10-12 12:12:58,545 - Train: 35.93% [449500/1251000] [359.3/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.002150] [CE 4.637 (4.581)] [KD 5.427 (5.168)] 2024-10-12 12:13:04,910 - Train: 35.94% [449550/1251000] [359.4/1000.0] [batch_t 0.120 (0.127)] [data_t 0.002] [optim_t 0.118] [lr 0.002150] [CE 4.786 (4.614)] [KD 5.177 (5.162)] 2024-10-12 12:13:10,705 - Train: 35.94% [449600/1251000] [359.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002150] [CE 4.867 (4.641)] [KD 5.515 (5.238)] 2024-10-12 12:13:16,528 - Train: 35.94% [449650/1251000] [359.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002150] [CE 4.352 (4.702)] [KD 5.258 (5.283)] 2024-10-12 12:13:22,592 - Train: 35.95% [449700/1251000] [359.5/1000.0] [batch_t 0.225 (0.121)] [data_t 0.002] [optim_t 0.223] [lr 0.002150] [CE 4.837 (4.690)] [KD 5.367 (5.251)] 2024-10-12 12:13:28,399 - Train: 35.95% [449750/1251000] [359.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002149] [CE 4.212 (4.672)] [KD 5.097 (5.282)] 2024-10-12 12:13:34,233 - Train: 35.96% [449800/1251000] [359.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002149] [CE 4.674 (4.627)] [KD 5.058 (5.170)] 2024-10-12 12:13:40,438 - Train: 35.96% [449850/1251000] [359.6/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002149] [CE 3.975 (4.610)] [KD 5.113 (5.252)] 2024-10-12 12:13:46,278 - Train: 35.96% [449900/1251000] [359.6/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002149] [CE 4.833 (4.678)] [KD 5.359 (5.271)] 2024-10-12 12:13:52,529 - Train: 35.97% [449950/1251000] [359.7/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002149] [CE 4.321 (4.709)] [KD 4.984 (5.337)] 2024-10-12 12:13:58,637 - Train: 35.97% [450000/1251000] [359.7/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002149] [CE 4.632 (4.671)] [KD 5.314 (5.233)] 2024-10-12 12:14:04,495 - Train: 35.98% [450050/1251000] [359.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002148] [CE 4.600 (4.682)] [KD 5.232 (5.282)] 2024-10-12 12:14:10,366 - Train: 35.98% [450100/1251000] [359.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002148] [CE 4.245 (4.632)] [KD 5.145 (5.259)] 2024-10-12 12:14:16,220 - Train: 35.98% [450150/1251000] [359.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002148] [CE 4.895 (4.736)] [KD 5.228 (5.306)] 2024-10-12 12:14:22,083 - Train: 35.99% [450200/1251000] [359.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.002148] [CE 4.619 (4.640)] [KD 5.453 (5.320)] 2024-10-12 12:14:28,016 - Train: 35.99% [450250/1251000] [359.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.002148] [CE 4.500 (4.734)] [KD 5.232 (5.338)] 2024-10-12 12:14:33,987 - Train: 36.00% [450300/1251000] [360.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002147] [CE 4.631 (4.603)] [KD 5.251 (5.234)] 2024-10-12 12:14:39,868 - Train: 36.00% [450350/1251000] [360.0/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.002147] [CE 4.441 (4.646)] [KD 5.043 (5.213)] 2024-10-12 12:14:45,933 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 33451] [top5_cnt 43856] [top_all 50000] 2024-10-12 12:14:45,934 - net: 66.902 (87.712) 2024-10-12 12:14:50,896 - Test (net_E): 100.00% [50/50] [batch_t 0.086 (0.093)] [top1_cnt 36129] [top5_cnt 45317] [top_all 50000] 2024-10-12 12:14:50,897 - net_E: 72.258 (90.634) 2024-10-12 12:14:51,030 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.258 (epoch: 360)] 2024-10-12 12:14:51,030 - ==> Total time: 15:37:03 Eta: 1 day, 3:45:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:15:00,724 - Train: 36.00% [450400/1251000] [360.0/1000.0] [batch_t 0.117 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.002147] [CE 4.963 (4.570)] [KD 5.499 (5.092)] 2024-10-12 12:15:06,675 - Train: 36.01% [450450/1251000] [360.1/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002147] [CE 4.672 (4.620)] [KD 4.987 (5.222)] 2024-10-12 12:15:12,612 - Train: 36.01% [450500/1251000] [360.1/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002147] [CE 4.883 (4.612)] [KD 5.193 (5.201)] 2024-10-12 12:15:18,551 - Train: 36.02% [450550/1251000] [360.2/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002147] [CE 4.202 (4.507)] [KD 5.045 (5.190)] 2024-10-12 12:15:25,061 - Train: 36.02% [450600/1251000] [360.2/1000.0] [batch_t 0.118 (0.130)] [data_t 0.002] [optim_t 0.116] [lr 0.002146] [CE 4.387 (4.657)] [KD 5.083 (5.284)] 2024-10-12 12:15:31,469 - Train: 36.02% [450650/1251000] [360.2/1000.0] [batch_t 0.117 (0.128)] [data_t 0.002] [optim_t 0.114] [lr 0.002146] [CE 4.715 (4.620)] [KD 5.409 (5.245)] 2024-10-12 12:15:37,357 - Train: 36.03% [450700/1251000] [360.3/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002146] [CE 4.672 (4.681)] [KD 5.376 (5.296)] 2024-10-12 12:15:43,341 - Train: 36.03% [450750/1251000] [360.3/1000.0] [batch_t 0.124 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002146] [CE 4.514 (4.648)] [KD 5.265 (5.245)] 2024-10-12 12:15:49,286 - Train: 36.04% [450800/1251000] [360.4/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.002146] [CE 4.507 (4.609)] [KD 5.158 (5.281)] 2024-10-12 12:15:55,189 - Train: 36.04% [450850/1251000] [360.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002146] [CE 5.055 (4.678)] [KD 5.485 (5.322)] 2024-10-12 12:16:01,370 - Train: 36.04% [450900/1251000] [360.4/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002145] [CE 4.825 (4.623)] [KD 4.940 (5.259)] 2024-10-12 12:16:07,492 - Train: 36.05% [450950/1251000] [360.5/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.002145] [CE 4.710 (4.679)] [KD 5.378 (5.252)] 2024-10-12 12:16:13,555 - Train: 36.05% [451000/1251000] [360.5/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002145] [CE 4.335 (4.562)] [KD 5.260 (5.245)] 2024-10-12 12:16:19,569 - Train: 36.06% [451050/1251000] [360.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002145] [CE 4.571 (4.618)] [KD 5.252 (5.303)] 2024-10-12 12:16:25,728 - Train: 36.06% [451100/1251000] [360.6/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002145] [CE 4.414 (4.652)] [KD 5.326 (5.227)] 2024-10-12 12:16:31,860 - Train: 36.06% [451150/1251000] [360.6/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002145] [CE 4.889 (4.706)] [KD 5.271 (5.365)] 2024-10-12 12:16:37,739 - Train: 36.07% [451200/1251000] [360.7/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002144] [CE 4.659 (4.644)] [KD 5.051 (5.304)] 2024-10-12 12:16:43,836 - Train: 36.07% [451250/1251000] [360.7/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002144] [CE 4.948 (4.638)] [KD 5.545 (5.312)] 2024-10-12 12:16:49,803 - Train: 36.08% [451300/1251000] [360.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002144] [CE 5.038 (4.712)] [KD 5.365 (5.246)] 2024-10-12 12:16:55,683 - Train: 36.08% [451350/1251000] [360.8/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002144] [CE 4.639 (4.715)] [KD 5.434 (5.211)] 2024-10-12 12:17:01,522 - Train: 36.08% [451400/1251000] [360.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002144] [CE 4.407 (4.616)] [KD 5.470 (5.230)] 2024-10-12 12:17:07,795 - Train: 36.09% [451450/1251000] [360.9/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.002144] [CE 4.289 (4.624)] [KD 5.142 (5.324)] 2024-10-12 12:17:14,148 - Train: 36.09% [451500/1251000] [360.9/1000.0] [batch_t 0.227 (0.127)] [data_t 0.002] [optim_t 0.225] [lr 0.002143] [CE 4.940 (4.642)] [KD 5.446 (5.298)] 2024-10-12 12:17:20,074 - Train: 36.10% [451550/1251000] [361.0/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002143] [CE 4.840 (4.658)] [KD 5.271 (5.282)] 2024-10-12 12:17:25,918 - Train: 36.10% [451600/1251000] [361.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002143] [CE 4.516 (4.634)] [KD 5.413 (5.313)] 2024-10-12 12:17:32,135 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32280] [top5_cnt 42998] [top_all 50000] 2024-10-12 12:17:32,136 - net: 64.560 (85.996) 2024-10-12 12:17:37,113 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 36124] [top5_cnt 45317] [top_all 50000] 2024-10-12 12:17:37,113 - net_E: 72.248 (90.634) 2024-10-12 12:17:37,251 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.258 (epoch: 360)] 2024-10-12 12:17:37,251 - ==> Total time: 15:39:49 Eta: 1 day, 3:43:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:17:43,625 - Train: 36.10% [451650/1251000] [361.0/1000.0] [batch_t 0.115 (0.124)] [data_t 0.003] [optim_t 0.112] [lr 0.002143] [CE 3.937 (4.580)] [KD 4.851 (5.123)] 2024-10-12 12:17:49,488 - Train: 36.11% [451700/1251000] [361.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002143] [CE 4.390 (4.645)] [KD 4.989 (5.208)] 2024-10-12 12:17:55,291 - Train: 36.11% [451750/1251000] [361.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002143] [CE 4.418 (4.596)] [KD 4.947 (5.130)] 2024-10-12 12:18:01,666 - Train: 36.12% [451800/1251000] [361.2/1000.0] [batch_t 0.119 (0.127)] [data_t 0.003] [optim_t 0.117] [lr 0.002142] [CE 4.547 (4.652)] [KD 5.280 (5.245)] 2024-10-12 12:18:07,733 - Train: 36.12% [451850/1251000] [361.2/1000.0] [batch_t 0.124 (0.121)] [data_t 0.003] [optim_t 0.122] [lr 0.002142] [CE 4.738 (4.608)] [KD 5.502 (5.292)] 2024-10-12 12:18:13,707 - Train: 36.12% [451900/1251000] [361.2/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002142] [CE 4.357 (4.609)] [KD 5.222 (5.312)] 2024-10-12 12:18:19,875 - Train: 36.13% [451950/1251000] [361.3/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002142] [CE 4.432 (4.617)] [KD 5.033 (5.269)] 2024-10-12 12:18:25,744 - Train: 36.13% [452000/1251000] [361.3/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002142] [CE 4.871 (4.626)] [KD 5.546 (5.247)] 2024-10-12 12:18:31,620 - Train: 36.14% [452050/1251000] [361.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002142] [CE 4.676 (4.667)] [KD 5.231 (5.230)] 2024-10-12 12:18:37,816 - Train: 36.14% [452100/1251000] [361.4/1000.0] [batch_t 0.123 (0.124)] [data_t 0.003] [optim_t 0.120] [lr 0.002141] [CE 5.175 (4.697)] [KD 5.609 (5.320)] 2024-10-12 12:18:43,780 - Train: 36.14% [452150/1251000] [361.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002141] [CE 4.154 (4.661)] [KD 4.814 (5.237)] 2024-10-12 12:18:49,794 - Train: 36.15% [452200/1251000] [361.5/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002141] [CE 4.458 (4.644)] [KD 5.018 (5.168)] 2024-10-12 12:18:55,597 - Train: 36.15% [452250/1251000] [361.5/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.002141] [CE 4.650 (4.622)] [KD 5.257 (5.190)] 2024-10-12 12:19:01,633 - Train: 36.16% [452300/1251000] [361.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002141] [CE 4.632 (4.593)] [KD 5.282 (5.197)] 2024-10-12 12:19:07,912 - Train: 36.16% [452350/1251000] [361.6/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002141] [CE 4.751 (4.651)] [KD 5.053 (5.211)] 2024-10-12 12:19:13,805 - Train: 36.16% [452400/1251000] [361.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002140] [CE 4.673 (4.616)] [KD 5.225 (5.262)] 2024-10-12 12:19:19,647 - Train: 36.17% [452450/1251000] [361.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002140] [CE 4.623 (4.671)] [KD 4.906 (5.222)] 2024-10-12 12:19:25,453 - Train: 36.17% [452500/1251000] [361.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002140] [CE 4.341 (4.669)] [KD 4.984 (5.251)] 2024-10-12 12:19:31,220 - Train: 36.18% [452550/1251000] [361.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002140] [CE 4.247 (4.598)] [KD 4.772 (5.201)] 2024-10-12 12:19:37,045 - Train: 36.18% [452600/1251000] [361.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002140] [CE 4.375 (4.604)] [KD 5.030 (5.219)] 2024-10-12 12:19:43,278 - Train: 36.18% [452650/1251000] [361.8/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002140] [CE 4.785 (4.632)] [KD 5.501 (5.229)] 2024-10-12 12:19:49,220 - Train: 36.19% [452700/1251000] [361.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002139] [CE 4.817 (4.670)] [KD 5.377 (5.282)] 2024-10-12 12:19:55,508 - Train: 36.19% [452750/1251000] [361.9/1000.0] [batch_t 0.126 (0.126)] [data_t 0.003] [optim_t 0.123] [lr 0.002139] [CE 4.794 (4.644)] [KD 5.520 (5.309)] 2024-10-12 12:20:01,872 - Train: 36.20% [452800/1251000] [362.0/1000.0] [batch_t 0.122 (0.127)] [data_t 0.002] [optim_t 0.119] [lr 0.002139] [CE 4.887 (4.620)] [KD 5.207 (5.261)] 2024-10-12 12:20:07,877 - Train: 36.20% [452850/1251000] [362.0/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002139] [CE 4.737 (4.636)] [KD 5.316 (5.264)] 2024-10-12 12:20:14,125 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.093)] [top1_cnt 32661] [top5_cnt 43363] [top_all 50000] 2024-10-12 12:20:14,125 - net: 65.322 (86.726) 2024-10-12 12:20:19,195 - Test (net_E): 100.00% [50/50] [batch_t 0.103 (0.095)] [top1_cnt 36148] [top5_cnt 45319] [top_all 50000] 2024-10-12 12:20:19,195 - net_E: 72.296 (90.638) 2024-10-12 12:20:19,333 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.296 (epoch: 362)] 2024-10-12 12:20:19,333 - ==> Total time: 15:42:32 Eta: 1 day, 3:41:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:20:27,928 - Train: 36.20% [452900/1251000] [362.0/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002139] [CE 4.828 (4.558)] [KD 5.769 (5.203)] 2024-10-12 12:20:34,020 - Train: 36.21% [452950/1251000] [362.1/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002139] [CE 4.848 (4.764)] [KD 5.538 (5.364)] 2024-10-12 12:20:39,871 - Train: 36.21% [453000/1251000] [362.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002138] [CE 4.425 (4.664)] [KD 5.147 (5.218)] 2024-10-12 12:20:45,657 - Train: 36.22% [453050/1251000] [362.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002138] [CE 4.773 (4.656)] [KD 5.671 (5.194)] 2024-10-12 12:20:51,702 - Train: 36.22% [453100/1251000] [362.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002138] [CE 4.312 (4.615)] [KD 5.165 (5.168)] 2024-10-12 12:20:57,650 - Train: 36.22% [453150/1251000] [362.2/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002138] [CE 4.771 (4.609)] [KD 5.332 (5.274)] 2024-10-12 12:21:03,616 - Train: 36.23% [453200/1251000] [362.3/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002138] [CE 4.844 (4.630)] [KD 5.541 (5.179)] 2024-10-12 12:21:09,604 - Train: 36.23% [453250/1251000] [362.3/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002138] [CE 4.513 (4.611)] [KD 5.099 (5.200)] 2024-10-12 12:21:15,488 - Train: 36.24% [453300/1251000] [362.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002137] [CE 4.706 (4.614)] [KD 5.416 (5.265)] 2024-10-12 12:21:21,368 - Train: 36.24% [453350/1251000] [362.4/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002137] [CE 4.572 (4.617)] [KD 4.973 (5.180)] 2024-10-12 12:21:27,453 - Train: 36.24% [453400/1251000] [362.4/1000.0] [batch_t 0.113 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002137] [CE 4.617 (4.632)] [KD 5.369 (5.281)] 2024-10-12 12:21:33,252 - Train: 36.25% [453450/1251000] [362.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002137] [CE 4.475 (4.748)] [KD 5.131 (5.387)] 2024-10-12 12:21:39,229 - Train: 36.25% [453500/1251000] [362.5/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002137] [CE 4.387 (4.582)] [KD 5.018 (5.205)] 2024-10-12 12:21:45,169 - Train: 36.25% [453550/1251000] [362.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002137] [CE 4.638 (4.675)] [KD 5.151 (5.280)] 2024-10-12 12:21:51,143 - Train: 36.26% [453600/1251000] [362.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002136] [CE 4.966 (4.616)] [KD 5.450 (5.215)] 2024-10-12 12:21:57,128 - Train: 36.26% [453650/1251000] [362.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002136] [CE 4.251 (4.639)] [KD 4.965 (5.250)] 2024-10-12 12:22:03,079 - Train: 36.27% [453700/1251000] [362.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002136] [CE 5.014 (4.662)] [KD 5.573 (5.253)] 2024-10-12 12:22:08,909 - Train: 36.27% [453750/1251000] [362.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002136] [CE 4.413 (4.655)] [KD 5.201 (5.247)] 2024-10-12 12:22:15,005 - Train: 36.27% [453800/1251000] [362.7/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002136] [CE 4.530 (4.632)] [KD 5.204 (5.273)] 2024-10-12 12:22:20,848 - Train: 36.28% [453850/1251000] [362.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002135] [CE 5.137 (4.625)] [KD 5.460 (5.211)] 2024-10-12 12:22:26,754 - Train: 36.28% [453900/1251000] [362.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002135] [CE 4.693 (4.642)] [KD 5.017 (5.251)] 2024-10-12 12:22:32,924 - Train: 36.29% [453950/1251000] [362.9/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002135] [CE 4.361 (4.617)] [KD 4.979 (5.226)] 2024-10-12 12:22:38,833 - Train: 36.29% [454000/1251000] [362.9/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002135] [CE 4.664 (4.564)] [KD 5.337 (5.216)] 2024-10-12 12:22:44,934 - Train: 36.29% [454050/1251000] [362.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002135] [CE 3.578 (4.648)] [KD 4.589 (5.283)] 2024-10-12 12:22:50,810 - Train: 36.30% [454100/1251000] [363.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.002135] [CE 4.695 (4.591)] [KD 5.490 (5.288)] 2024-10-12 12:22:57,354 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32834] [top5_cnt 43538] [top_all 50000] 2024-10-12 12:22:57,355 - net: 65.668 (87.076) 2024-10-12 12:23:02,416 - Test (net_E): 100.00% [50/50] [batch_t 0.072 (0.094)] [top1_cnt 36168] [top5_cnt 45335] [top_all 50000] 2024-10-12 12:23:02,416 - net_E: 72.336 (90.670) 2024-10-12 12:23:02,560 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.336 (epoch: 363)] 2024-10-12 12:23:02,561 - ==> Total time: 15:45:15 Eta: 1 day, 3:38:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:23:12,967 - Train: 36.30% [454150/1251000] [363.0/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002134] [CE 5.055 (4.547)] [KD 5.444 (5.230)] 2024-10-12 12:23:19,338 - Train: 36.31% [454200/1251000] [363.1/1000.0] [batch_t 0.120 (0.127)] [data_t 0.002] [optim_t 0.117] [lr 0.002134] [CE 4.349 (4.615)] [KD 5.173 (5.207)] 2024-10-12 12:23:25,694 - Train: 36.31% [454250/1251000] [363.1/1000.0] [batch_t 0.122 (0.127)] [data_t 0.003] [optim_t 0.120] [lr 0.002134] [CE 4.785 (4.651)] [KD 5.346 (5.214)] 2024-10-12 12:23:31,618 - Train: 36.31% [454300/1251000] [363.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002134] [CE 4.671 (4.646)] [KD 5.805 (5.260)] 2024-10-12 12:23:37,434 - Train: 36.32% [454350/1251000] [363.2/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.118] [lr 0.002134] [CE 4.886 (4.662)] [KD 5.253 (5.262)] 2024-10-12 12:23:43,384 - Train: 36.32% [454400/1251000] [363.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002134] [CE 4.803 (4.650)] [KD 5.185 (5.302)] 2024-10-12 12:23:49,387 - Train: 36.33% [454450/1251000] [363.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002133] [CE 4.604 (4.665)] [KD 5.491 (5.272)] 2024-10-12 12:23:55,401 - Train: 36.33% [454500/1251000] [363.3/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002133] [CE 4.734 (4.608)] [KD 5.029 (5.264)] 2024-10-12 12:24:01,681 - Train: 36.33% [454550/1251000] [363.3/1000.0] [batch_t 0.121 (0.126)] [data_t 0.003] [optim_t 0.118] [lr 0.002133] [CE 4.368 (4.652)] [KD 5.501 (5.361)] 2024-10-12 12:24:07,506 - Train: 36.34% [454600/1251000] [363.4/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.002133] [CE 4.761 (4.688)] [KD 5.097 (5.298)] 2024-10-12 12:24:13,316 - Train: 36.34% [454650/1251000] [363.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002133] [CE 4.674 (4.743)] [KD 5.222 (5.287)] 2024-10-12 12:24:19,247 - Train: 36.35% [454700/1251000] [363.5/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002133] [CE 4.483 (4.622)] [KD 5.355 (5.252)] 2024-10-12 12:24:25,083 - Train: 36.35% [454750/1251000] [363.5/1000.0] [batch_t 0.122 (0.117)] [data_t 0.003] [optim_t 0.120] [lr 0.002132] [CE 4.216 (4.606)] [KD 5.167 (5.252)] 2024-10-12 12:24:31,379 - Train: 36.35% [454800/1251000] [363.5/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002132] [CE 4.572 (4.655)] [KD 5.066 (5.221)] 2024-10-12 12:24:37,452 - Train: 36.36% [454850/1251000] [363.6/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002132] [CE 5.222 (4.649)] [KD 5.410 (5.223)] 2024-10-12 12:24:43,441 - Train: 36.36% [454900/1251000] [363.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002132] [CE 4.600 (4.667)] [KD 4.918 (5.338)] 2024-10-12 12:24:49,294 - Train: 36.37% [454950/1251000] [363.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002132] [CE 4.632 (4.620)] [KD 5.454 (5.284)] 2024-10-12 12:24:55,217 - Train: 36.37% [455000/1251000] [363.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002132] [CE 4.660 (4.712)] [KD 5.212 (5.240)] 2024-10-12 12:25:01,114 - Train: 36.37% [455050/1251000] [363.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002131] [CE 4.613 (4.613)] [KD 5.439 (5.228)] 2024-10-12 12:25:07,570 - Train: 36.38% [455100/1251000] [363.8/1000.0] [batch_t 0.118 (0.129)] [data_t 0.003] [optim_t 0.116] [lr 0.002131] [CE 4.844 (4.614)] [KD 5.275 (5.246)] 2024-10-12 12:25:13,607 - Train: 36.38% [455150/1251000] [363.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002131] [CE 5.006 (4.673)] [KD 5.603 (5.257)] 2024-10-12 12:25:19,533 - Train: 36.39% [455200/1251000] [363.9/1000.0] [batch_t 0.122 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.002131] [CE 4.443 (4.678)] [KD 5.221 (5.305)] 2024-10-12 12:25:25,594 - Train: 36.39% [455250/1251000] [363.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002131] [CE 4.961 (4.637)] [KD 5.565 (5.292)] 2024-10-12 12:25:31,566 - Train: 36.39% [455300/1251000] [363.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002131] [CE 4.996 (4.647)] [KD 5.589 (5.235)] 2024-10-12 12:25:37,441 - Train: 36.40% [455350/1251000] [364.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002130] [CE 4.308 (4.561)] [KD 5.141 (5.170)] 2024-10-12 12:25:44,101 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 32428] [top5_cnt 43192] [top_all 50000] 2024-10-12 12:25:44,101 - net: 64.856 (86.384) 2024-10-12 12:25:49,161 - Test (net_E): 100.00% [50/50] [batch_t 0.050 (0.095)] [top1_cnt 36182] [top5_cnt 45322] [top_all 50000] 2024-10-12 12:25:49,162 - net_E: 72.364 (90.644) 2024-10-12 12:25:49,298 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.364 (epoch: 364)] 2024-10-12 12:25:49,298 - ==> Total time: 15:48:01 Eta: 1 day, 3:36:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:25:57,272 - Train: 36.40% [455400/1251000] [364.0/1000.0] [batch_t 0.120 (0.129)] [data_t 0.003] [optim_t 0.118] [lr 0.002130] [CE 5.097 (4.608)] [KD 5.761 (5.212)] 2024-10-12 12:26:03,138 - Train: 36.41% [455450/1251000] [364.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002130] [CE 5.020 (4.687)] [KD 5.494 (5.221)] 2024-10-12 12:26:08,892 - Train: 36.41% [455500/1251000] [364.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.002130] [CE 4.881 (4.694)] [KD 5.530 (5.276)] 2024-10-12 12:26:14,638 - Train: 36.41% [455550/1251000] [364.1/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002130] [CE 4.391 (4.621)] [KD 4.981 (5.202)] 2024-10-12 12:26:20,839 - Train: 36.42% [455600/1251000] [364.2/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.002130] [CE 4.948 (4.586)] [KD 5.259 (5.143)] 2024-10-12 12:26:26,771 - Train: 36.42% [455650/1251000] [364.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002129] [CE 4.560 (4.719)] [KD 5.402 (5.265)] 2024-10-12 12:26:32,658 - Train: 36.43% [455700/1251000] [364.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002129] [CE 4.731 (4.680)] [KD 5.131 (5.239)] 2024-10-12 12:26:38,458 - Train: 36.43% [455750/1251000] [364.3/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.118] [lr 0.002129] [CE 4.289 (4.677)] [KD 4.800 (5.212)] 2024-10-12 12:26:44,768 - Train: 36.43% [455800/1251000] [364.3/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002129] [CE 4.716 (4.564)] [KD 5.281 (5.131)] 2024-10-12 12:26:50,481 - Train: 36.44% [455850/1251000] [364.4/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.002129] [CE 4.545 (4.696)] [KD 5.242 (5.222)] 2024-10-12 12:26:56,336 - Train: 36.44% [455900/1251000] [364.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.002129] [CE 5.231 (4.574)] [KD 5.568 (5.170)] 2024-10-12 12:27:02,237 - Train: 36.45% [455950/1251000] [364.5/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002128] [CE 4.786 (4.649)] [KD 5.379 (5.282)] 2024-10-12 12:27:08,178 - Train: 36.45% [456000/1251000] [364.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002128] [CE 4.524 (4.610)] [KD 5.144 (5.259)] 2024-10-12 12:27:14,138 - Train: 36.45% [456050/1251000] [364.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002128] [CE 4.752 (4.637)] [KD 5.165 (5.229)] 2024-10-12 12:27:19,934 - Train: 36.46% [456100/1251000] [364.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002128] [CE 4.705 (4.681)] [KD 5.097 (5.246)] 2024-10-12 12:27:25,833 - Train: 36.46% [456150/1251000] [364.6/1000.0] [batch_t 0.124 (0.118)] [data_t 0.003] [optim_t 0.121] [lr 0.002128] [CE 5.026 (4.642)] [KD 5.746 (5.310)] 2024-10-12 12:27:32,092 - Train: 36.47% [456200/1251000] [364.7/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002128] [CE 5.037 (4.658)] [KD 5.396 (5.272)] 2024-10-12 12:27:38,182 - Train: 36.47% [456250/1251000] [364.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002127] [CE 4.836 (4.670)] [KD 5.064 (5.206)] 2024-10-12 12:27:44,188 - Train: 36.47% [456300/1251000] [364.7/1000.0] [batch_t 0.261 (0.120)] [data_t 0.003] [optim_t 0.259] [lr 0.002127] [CE 5.078 (4.694)] [KD 5.383 (5.250)] 2024-10-12 12:27:50,012 - Train: 36.48% [456350/1251000] [364.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002127] [CE 4.898 (4.686)] [KD 5.627 (5.317)] 2024-10-12 12:27:55,855 - Train: 36.48% [456400/1251000] [364.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002127] [CE 4.773 (4.709)] [KD 5.267 (5.275)] 2024-10-12 12:28:01,990 - Train: 36.49% [456450/1251000] [364.9/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.119] [lr 0.002127] [CE 4.988 (4.629)] [KD 5.356 (5.297)] 2024-10-12 12:28:08,136 - Train: 36.49% [456500/1251000] [364.9/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002126] [CE 4.979 (4.617)] [KD 5.504 (5.174)] 2024-10-12 12:28:14,029 - Train: 36.49% [456550/1251000] [364.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002126] [CE 4.262 (4.597)] [KD 4.835 (5.187)] 2024-10-12 12:28:19,859 - Train: 36.50% [456600/1251000] [365.0/1000.0] [batch_t 0.123 (0.117)] [data_t 0.010] [optim_t 0.113] [lr 0.002126] [CE 4.523 (4.672)] [KD 5.222 (5.253)] 2024-10-12 12:28:26,735 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.097)] [top1_cnt 32337] [top5_cnt 43051] [top_all 50000] 2024-10-12 12:28:26,735 - net: 64.674 (86.102) 2024-10-12 12:28:31,855 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 36194] [top5_cnt 45310] [top_all 50000] 2024-10-12 12:28:31,855 - net_E: 72.388 (90.620) 2024-10-12 12:28:31,989 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.388 (epoch: 365)] 2024-10-12 12:28:31,989 - ==> Total time: 15:50:44 Eta: 1 day, 3:34:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:28:40,297 - Train: 36.50% [456650/1251000] [365.0/1000.0] [batch_t 0.118 (0.134)] [data_t 0.003] [optim_t 0.115] [lr 0.002126] [CE 4.505 (4.626)] [KD 5.297 (5.160)] 2024-10-12 12:28:46,156 - Train: 36.51% [456700/1251000] [365.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002126] [CE 4.756 (4.580)] [KD 5.323 (5.195)] 2024-10-12 12:28:52,287 - Train: 36.51% [456750/1251000] [365.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002126] [CE 4.483 (4.532)] [KD 4.924 (5.126)] 2024-10-12 12:28:58,416 - Train: 36.51% [456800/1251000] [365.1/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002125] [CE 4.609 (4.682)] [KD 5.061 (5.313)] 2024-10-12 12:29:04,292 - Train: 36.52% [456850/1251000] [365.2/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002125] [CE 4.856 (4.620)] [KD 5.333 (5.218)] 2024-10-12 12:29:10,345 - Train: 36.52% [456900/1251000] [365.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002125] [CE 4.922 (4.679)] [KD 5.779 (5.342)] 2024-10-12 12:29:16,154 - Train: 36.53% [456950/1251000] [365.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002125] [CE 4.939 (4.648)] [KD 5.548 (5.280)] 2024-10-12 12:29:22,062 - Train: 36.53% [457000/1251000] [365.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002125] [CE 4.403 (4.648)] [KD 5.079 (5.274)] 2024-10-12 12:29:28,464 - Train: 36.53% [457050/1251000] [365.3/1000.0] [batch_t 0.119 (0.128)] [data_t 0.002] [optim_t 0.117] [lr 0.002125] [CE 4.702 (4.726)] [KD 5.149 (5.326)] 2024-10-12 12:29:34,462 - Train: 36.54% [457100/1251000] [365.4/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002124] [CE 3.860 (4.614)] [KD 4.843 (5.254)] 2024-10-12 12:29:40,320 - Train: 36.54% [457150/1251000] [365.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.002124] [CE 4.642 (4.657)] [KD 4.991 (5.303)] 2024-10-12 12:29:46,193 - Train: 36.55% [457200/1251000] [365.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002124] [CE 4.376 (4.675)] [KD 5.205 (5.272)] 2024-10-12 12:29:51,974 - Train: 36.55% [457250/1251000] [365.5/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.116] [lr 0.002124] [CE 4.937 (4.643)] [KD 5.415 (5.230)] 2024-10-12 12:29:57,943 - Train: 36.55% [457300/1251000] [365.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002124] [CE 4.759 (4.608)] [KD 5.298 (5.164)] 2024-10-12 12:30:04,046 - Train: 36.56% [457350/1251000] [365.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002124] [CE 4.484 (4.685)] [KD 5.021 (5.206)] 2024-10-12 12:30:09,858 - Train: 36.56% [457400/1251000] [365.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.002123] [CE 4.536 (4.642)] [KD 4.986 (5.274)] 2024-10-12 12:30:15,808 - Train: 36.57% [457450/1251000] [365.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002123] [CE 4.411 (4.630)] [KD 5.187 (5.236)] 2024-10-12 12:30:21,874 - Train: 36.57% [457500/1251000] [365.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002123] [CE 4.880 (4.598)] [KD 5.413 (5.224)] 2024-10-12 12:30:27,742 - Train: 36.57% [457550/1251000] [365.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002123] [CE 4.572 (4.601)] [KD 5.340 (5.223)] 2024-10-12 12:30:33,943 - Train: 36.58% [457600/1251000] [365.8/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.002123] [CE 4.728 (4.645)] [KD 5.342 (5.254)] 2024-10-12 12:30:40,075 - Train: 36.58% [457650/1251000] [365.8/1000.0] [batch_t 0.122 (0.123)] [data_t 0.002] [optim_t 0.119] [lr 0.002123] [CE 4.671 (4.592)] [KD 5.418 (5.270)] 2024-10-12 12:30:45,823 - Train: 36.59% [457700/1251000] [365.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.002122] [CE 4.767 (4.597)] [KD 5.136 (5.259)] 2024-10-12 12:30:51,701 - Train: 36.59% [457750/1251000] [365.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002122] [CE 4.747 (4.628)] [KD 5.176 (5.314)] 2024-10-12 12:30:57,505 - Train: 36.59% [457800/1251000] [365.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002122] [CE 4.543 (4.624)] [KD 5.651 (5.252)] 2024-10-12 12:31:03,310 - Train: 36.60% [457850/1251000] [366.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002122] [CE 5.174 (4.622)] [KD 5.262 (5.208)] 2024-10-12 12:31:10,220 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.098)] [top1_cnt 33041] [top5_cnt 43604] [top_all 50000] 2024-10-12 12:31:10,220 - net: 66.082 (87.208) 2024-10-12 12:31:15,197 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36207] [top5_cnt 45321] [top_all 50000] 2024-10-12 12:31:15,197 - net_E: 72.414 (90.642) 2024-10-12 12:31:15,330 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:31:15,330 - ==> Total time: 15:53:28 Eta: 1 day, 3:31:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:31:22,915 - Train: 36.60% [457900/1251000] [366.0/1000.0] [batch_t 0.116 (0.134)] [data_t 0.002] [optim_t 0.113] [lr 0.002122] [CE 4.478 (4.625)] [KD 4.979 (5.172)] 2024-10-12 12:31:28,906 - Train: 36.61% [457950/1251000] [366.1/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002122] [CE 4.457 (4.630)] [KD 5.065 (5.150)] 2024-10-12 12:31:35,206 - Train: 36.61% [458000/1251000] [366.1/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002121] [CE 4.463 (4.549)] [KD 5.315 (5.136)] 2024-10-12 12:31:41,111 - Train: 36.61% [458050/1251000] [366.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002121] [CE 4.715 (4.576)] [KD 5.064 (5.116)] 2024-10-12 12:31:47,198 - Train: 36.62% [458100/1251000] [366.2/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.002121] [CE 5.036 (4.619)] [KD 5.147 (5.195)] 2024-10-12 12:31:53,088 - Train: 36.62% [458150/1251000] [366.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002121] [CE 4.637 (4.649)] [KD 5.514 (5.244)] 2024-10-12 12:31:58,969 - Train: 36.63% [458200/1251000] [366.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002121] [CE 4.806 (4.649)] [KD 5.212 (5.237)] 2024-10-12 12:32:04,953 - Train: 36.63% [458250/1251000] [366.3/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002121] [CE 4.534 (4.632)] [KD 5.249 (5.228)] 2024-10-12 12:32:11,135 - Train: 36.63% [458300/1251000] [366.3/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002120] [CE 5.014 (4.698)] [KD 5.717 (5.300)] 2024-10-12 12:32:17,000 - Train: 36.64% [458350/1251000] [366.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002120] [CE 4.412 (4.643)] [KD 4.825 (5.271)] 2024-10-12 12:32:22,772 - Train: 36.64% [458400/1251000] [366.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002120] [CE 4.582 (4.657)] [KD 5.149 (5.194)] 2024-10-12 12:32:28,810 - Train: 36.65% [458450/1251000] [366.5/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002120] [CE 4.550 (4.618)] [KD 5.369 (5.138)] 2024-10-12 12:32:34,975 - Train: 36.65% [458500/1251000] [366.5/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002120] [CE 4.423 (4.701)] [KD 5.038 (5.294)] 2024-10-12 12:32:40,907 - Train: 36.65% [458550/1251000] [366.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.002120] [CE 5.095 (4.621)] [KD 5.384 (5.235)] 2024-10-12 12:32:46,771 - Train: 36.66% [458600/1251000] [366.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.002119] [CE 4.531 (4.585)] [KD 5.434 (5.168)] 2024-10-12 12:32:52,585 - Train: 36.66% [458650/1251000] [366.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002119] [CE 4.007 (4.557)] [KD 4.806 (5.192)] 2024-10-12 12:32:58,655 - Train: 36.67% [458700/1251000] [366.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002119] [CE 4.729 (4.604)] [KD 5.143 (5.265)] 2024-10-12 12:33:04,697 - Train: 36.67% [458750/1251000] [366.7/1000.0] [batch_t 0.125 (0.121)] [data_t 0.003] [optim_t 0.122] [lr 0.002119] [CE 4.742 (4.654)] [KD 5.942 (5.277)] 2024-10-12 12:33:10,759 - Train: 36.67% [458800/1251000] [366.7/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002119] [CE 3.933 (4.632)] [KD 4.768 (5.298)] 2024-10-12 12:33:16,977 - Train: 36.68% [458850/1251000] [366.8/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002118] [CE 4.774 (4.628)] [KD 5.298 (5.269)] 2024-10-12 12:33:22,929 - Train: 36.68% [458900/1251000] [366.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002118] [CE 4.790 (4.655)] [KD 5.273 (5.259)] 2024-10-12 12:33:29,030 - Train: 36.69% [458950/1251000] [366.9/1000.0] [batch_t 0.123 (0.122)] [data_t 0.002] [optim_t 0.121] [lr 0.002118] [CE 4.738 (4.643)] [KD 5.199 (5.252)] 2024-10-12 12:33:35,053 - Train: 36.69% [459000/1251000] [366.9/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002118] [CE 4.639 (4.643)] [KD 5.392 (5.286)] 2024-10-12 12:33:41,171 - Train: 36.69% [459050/1251000] [366.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002118] [CE 4.739 (4.586)] [KD 5.154 (5.221)] 2024-10-12 12:33:47,253 - Train: 36.70% [459100/1251000] [367.0/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002118] [CE 4.421 (4.605)] [KD 4.892 (5.204)] 2024-10-12 12:33:54,526 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.099)] [top1_cnt 32740] [top5_cnt 43504] [top_all 50000] 2024-10-12 12:33:54,526 - net: 65.480 (87.008) 2024-10-12 12:33:59,562 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 36182] [top5_cnt 45312] [top_all 50000] 2024-10-12 12:33:59,563 - net_E: 72.364 (90.624) 2024-10-12 12:33:59,704 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:33:59,705 - ==> Total time: 15:56:12 Eta: 1 day, 3:29:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:34:05,102 - Train: 36.70% [459150/1251000] [367.0/1000.0] [batch_t 0.114 (0.132)] [data_t 0.002] [optim_t 0.111] [lr 0.002117] [CE 4.703 (4.609)] [KD 5.324 (5.274)] 2024-10-12 12:34:10,992 - Train: 36.71% [459200/1251000] [367.1/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002117] [CE 4.043 (4.681)] [KD 5.126 (5.261)] 2024-10-12 12:34:17,222 - Train: 36.71% [459250/1251000] [367.1/1000.0] [batch_t 0.123 (0.125)] [data_t 0.003] [optim_t 0.121] [lr 0.002117] [CE 4.680 (4.709)] [KD 5.342 (5.242)] 2024-10-12 12:34:23,282 - Train: 36.71% [459300/1251000] [367.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002117] [CE 4.194 (4.679)] [KD 4.764 (5.281)] 2024-10-12 12:34:29,305 - Train: 36.72% [459350/1251000] [367.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002117] [CE 4.516 (4.644)] [KD 5.071 (5.208)] 2024-10-12 12:34:35,687 - Train: 36.72% [459400/1251000] [367.2/1000.0] [batch_t 0.116 (0.128)] [data_t 0.002] [optim_t 0.113] [lr 0.002117] [CE 4.881 (4.641)] [KD 5.191 (5.233)] 2024-10-12 12:34:41,720 - Train: 36.73% [459450/1251000] [367.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002116] [CE 4.470 (4.648)] [KD 4.823 (5.174)] 2024-10-12 12:34:47,773 - Train: 36.73% [459500/1251000] [367.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002116] [CE 4.749 (4.586)] [KD 5.242 (5.179)] 2024-10-12 12:34:53,812 - Train: 36.73% [459550/1251000] [367.3/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002116] [CE 4.404 (4.654)] [KD 5.022 (5.321)] 2024-10-12 12:34:59,767 - Train: 36.74% [459600/1251000] [367.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002116] [CE 4.706 (4.665)] [KD 5.470 (5.225)] 2024-10-12 12:35:05,899 - Train: 36.74% [459650/1251000] [367.4/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002116] [CE 4.704 (4.601)] [KD 5.477 (5.331)] 2024-10-12 12:35:12,054 - Train: 36.75% [459700/1251000] [367.5/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002116] [CE 4.686 (4.619)] [KD 5.007 (5.233)] 2024-10-12 12:35:18,024 - Train: 36.75% [459750/1251000] [367.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002115] [CE 4.454 (4.508)] [KD 5.104 (5.149)] 2024-10-12 12:35:24,332 - Train: 36.75% [459800/1251000] [367.5/1000.0] [batch_t 0.124 (0.126)] [data_t 0.002] [optim_t 0.121] [lr 0.002115] [CE 4.823 (4.644)] [KD 5.253 (5.229)] 2024-10-12 12:35:30,399 - Train: 36.76% [459850/1251000] [367.6/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002115] [CE 5.101 (4.621)] [KD 5.360 (5.229)] 2024-10-12 12:35:36,397 - Train: 36.76% [459900/1251000] [367.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002115] [CE 4.593 (4.686)] [KD 5.376 (5.238)] 2024-10-12 12:35:42,442 - Train: 36.77% [459950/1251000] [367.7/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002115] [CE 4.429 (4.640)] [KD 4.753 (5.248)] 2024-10-12 12:35:48,515 - Train: 36.77% [460000/1251000] [367.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002115] [CE 4.968 (4.663)] [KD 5.366 (5.280)] 2024-10-12 12:35:54,554 - Train: 36.77% [460050/1251000] [367.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002114] [CE 4.968 (4.699)] [KD 5.318 (5.357)] 2024-10-12 12:36:00,839 - Train: 36.78% [460100/1251000] [367.8/1000.0] [batch_t 0.126 (0.126)] [data_t 0.003] [optim_t 0.124] [lr 0.002114] [CE 4.620 (4.620)] [KD 5.097 (5.185)] 2024-10-12 12:36:06,999 - Train: 36.78% [460150/1251000] [367.8/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002114] [CE 4.461 (4.579)] [KD 5.160 (5.255)] 2024-10-12 12:36:13,227 - Train: 36.79% [460200/1251000] [367.9/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002114] [CE 4.916 (4.698)] [KD 5.416 (5.334)] 2024-10-12 12:36:19,738 - Train: 36.79% [460250/1251000] [367.9/1000.0] [batch_t 0.122 (0.130)] [data_t 0.003] [optim_t 0.120] [lr 0.002114] [CE 4.889 (4.598)] [KD 5.087 (5.206)] 2024-10-12 12:36:25,753 - Train: 36.79% [460300/1251000] [367.9/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002114] [CE 4.485 (4.647)] [KD 5.374 (5.160)] 2024-10-12 12:36:31,931 - Train: 36.80% [460350/1251000] [368.0/1000.0] [batch_t 0.124 (0.123)] [data_t 0.003] [optim_t 0.121] [lr 0.002113] [CE 4.189 (4.686)] [KD 4.942 (5.284)] 2024-10-12 12:36:39,125 - Test (net): 100.00% [50/50] [batch_t 0.151 (0.095)] [top1_cnt 33081] [top5_cnt 43548] [top_all 50000] 2024-10-12 12:36:39,125 - net: 66.162 (87.096) 2024-10-12 12:36:44,136 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 36143] [top5_cnt 45310] [top_all 50000] 2024-10-12 12:36:44,136 - net_E: 72.286 (90.620) 2024-10-12 12:36:44,277 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:36:44,277 - ==> Total time: 15:58:56 Eta: 1 day, 3:26:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:36:49,509 - Train: 36.80% [460400/1251000] [368.0/1000.0] [batch_t 0.117 (0.130)] [data_t 0.003] [optim_t 0.114] [lr 0.002113] [CE 4.330 (4.677)] [KD 5.110 (5.199)] 2024-10-12 12:36:55,433 - Train: 36.81% [460450/1251000] [368.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002113] [CE 4.705 (4.616)] [KD 5.216 (5.109)] 2024-10-12 12:37:01,550 - Train: 36.81% [460500/1251000] [368.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002113] [CE 3.928 (4.595)] [KD 5.090 (5.166)] 2024-10-12 12:37:07,582 - Train: 36.81% [460550/1251000] [368.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002113] [CE 4.923 (4.611)] [KD 5.648 (5.266)] 2024-10-12 12:37:13,659 - Train: 36.82% [460600/1251000] [368.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002113] [CE 4.727 (4.611)] [KD 5.167 (5.216)] 2024-10-12 12:37:19,686 - Train: 36.82% [460650/1251000] [368.2/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002112] [CE 4.953 (4.614)] [KD 5.021 (5.152)] 2024-10-12 12:37:25,830 - Train: 36.83% [460700/1251000] [368.3/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002112] [CE 4.897 (4.633)] [KD 5.186 (5.166)] 2024-10-12 12:37:31,658 - Train: 36.83% [460750/1251000] [368.3/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002112] [CE 4.386 (4.627)] [KD 5.328 (5.279)] 2024-10-12 12:37:37,586 - Train: 36.83% [460800/1251000] [368.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.002112] [CE 4.955 (4.716)] [KD 5.312 (5.244)] 2024-10-12 12:37:43,656 - Train: 36.84% [460850/1251000] [368.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002112] [CE 4.534 (4.649)] [KD 5.152 (5.281)] 2024-10-12 12:37:49,448 - Train: 36.84% [460900/1251000] [368.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002112] [CE 4.703 (4.612)] [KD 5.422 (5.230)] 2024-10-12 12:37:55,398 - Train: 36.85% [460950/1251000] [368.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002111] [CE 4.693 (4.681)] [KD 5.193 (5.192)] 2024-10-12 12:38:01,232 - Train: 36.85% [461000/1251000] [368.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002111] [CE 4.733 (4.636)] [KD 5.323 (5.220)] 2024-10-12 12:38:07,206 - Train: 36.85% [461050/1251000] [368.5/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002111] [CE 4.557 (4.679)] [KD 5.040 (5.254)] 2024-10-12 12:38:13,346 - Train: 36.86% [461100/1251000] [368.6/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002111] [CE 4.891 (4.565)] [KD 5.401 (5.232)] 2024-10-12 12:38:19,512 - Train: 36.86% [461150/1251000] [368.6/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002111] [CE 4.957 (4.723)] [KD 5.264 (5.254)] 2024-10-12 12:38:25,467 - Train: 36.87% [461200/1251000] [368.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002110] [CE 4.938 (4.656)] [KD 5.112 (5.273)] 2024-10-12 12:38:31,414 - Train: 36.87% [461250/1251000] [368.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002110] [CE 4.315 (4.717)] [KD 5.362 (5.269)] 2024-10-12 12:38:37,220 - Train: 36.87% [461300/1251000] [368.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002110] [CE 4.641 (4.630)] [KD 5.202 (5.244)] 2024-10-12 12:38:43,225 - Train: 36.88% [461350/1251000] [368.8/1000.0] [batch_t 0.127 (0.120)] [data_t 0.003] [optim_t 0.125] [lr 0.002110] [CE 4.310 (4.701)] [KD 5.246 (5.225)] 2024-10-12 12:38:49,177 - Train: 36.88% [461400/1251000] [368.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002110] [CE 4.541 (4.624)] [KD 5.204 (5.180)] 2024-10-12 12:38:55,150 - Train: 36.89% [461450/1251000] [368.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002110] [CE 4.916 (4.618)] [KD 5.680 (5.207)] 2024-10-12 12:39:01,211 - Train: 36.89% [461500/1251000] [368.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002109] [CE 4.341 (4.634)] [KD 4.890 (5.181)] 2024-10-12 12:39:07,285 - Train: 36.89% [461550/1251000] [368.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002109] [CE 4.960 (4.658)] [KD 5.406 (5.272)] 2024-10-12 12:39:13,392 - Train: 36.90% [461600/1251000] [369.0/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002109] [CE 4.111 (4.607)] [KD 4.657 (5.193)] 2024-10-12 12:39:20,756 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 32945] [top5_cnt 43462] [top_all 50000] 2024-10-12 12:39:20,756 - net: 65.890 (86.924) 2024-10-12 12:39:25,773 - Test (net_E): 100.00% [50/50] [batch_t 0.117 (0.094)] [top1_cnt 36120] [top5_cnt 45338] [top_all 50000] 2024-10-12 12:39:25,773 - net_E: 72.240 (90.676) 2024-10-12 12:39:25,916 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:39:25,917 - ==> Total time: 16:01:38 Eta: 1 day, 3:24:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:39:31,602 - Train: 36.90% [461650/1251000] [369.0/1000.0] [batch_t 0.120 (0.149)] [data_t 0.002] [optim_t 0.118] [lr 0.002109] [CE 4.781 (4.709)] [KD 5.228 (5.224)] 2024-10-12 12:39:37,730 - Train: 36.91% [461700/1251000] [369.1/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002109] [CE 5.162 (4.699)] [KD 5.452 (5.171)] 2024-10-12 12:39:43,684 - Train: 36.91% [461750/1251000] [369.1/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002109] [CE 4.481 (4.652)] [KD 5.306 (5.222)] 2024-10-12 12:39:49,571 - Train: 36.91% [461800/1251000] [369.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002108] [CE 5.041 (4.703)] [KD 5.389 (5.251)] 2024-10-12 12:39:55,802 - Train: 36.92% [461850/1251000] [369.2/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002108] [CE 4.662 (4.650)] [KD 5.078 (5.191)] 2024-10-12 12:40:01,870 - Train: 36.92% [461900/1251000] [369.2/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002108] [CE 4.470 (4.620)] [KD 5.114 (5.128)] 2024-10-12 12:40:07,926 - Train: 36.93% [461950/1251000] [369.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002108] [CE 4.283 (4.614)] [KD 5.194 (5.162)] 2024-10-12 12:40:13,939 - Train: 36.93% [462000/1251000] [369.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002108] [CE 5.247 (4.667)] [KD 5.377 (5.243)] 2024-10-12 12:40:20,035 - Train: 36.93% [462050/1251000] [369.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002108] [CE 4.609 (4.579)] [KD 5.346 (5.174)] 2024-10-12 12:40:26,080 - Train: 36.94% [462100/1251000] [369.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002107] [CE 4.516 (4.523)] [KD 5.085 (5.105)] 2024-10-12 12:40:32,127 - Train: 36.94% [462150/1251000] [369.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002107] [CE 4.576 (4.654)] [KD 5.372 (5.220)] 2024-10-12 12:40:38,056 - Train: 36.95% [462200/1251000] [369.5/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002107] [CE 4.587 (4.660)] [KD 5.270 (5.291)] 2024-10-12 12:40:44,235 - Train: 36.95% [462250/1251000] [369.5/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002107] [CE 4.786 (4.639)] [KD 5.349 (5.223)] 2024-10-12 12:40:50,338 - Train: 36.95% [462300/1251000] [369.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002107] [CE 4.384 (4.691)] [KD 4.974 (5.272)] 2024-10-12 12:40:56,320 - Train: 36.96% [462350/1251000] [369.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002107] [CE 4.570 (4.651)] [KD 4.851 (5.231)] 2024-10-12 12:41:02,435 - Train: 36.96% [462400/1251000] [369.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002106] [CE 4.589 (4.609)] [KD 5.441 (5.166)] 2024-10-12 12:41:08,212 - Train: 36.97% [462450/1251000] [369.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002106] [CE 4.681 (4.659)] [KD 5.301 (5.311)] 2024-10-12 12:41:14,359 - Train: 36.97% [462500/1251000] [369.7/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002106] [CE 4.685 (4.650)] [KD 5.381 (5.227)] 2024-10-12 12:41:20,434 - Train: 36.97% [462550/1251000] [369.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002106] [CE 4.624 (4.692)] [KD 5.589 (5.284)] 2024-10-12 12:41:26,348 - Train: 36.98% [462600/1251000] [369.8/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002106] [CE 4.357 (4.675)] [KD 5.061 (5.359)] 2024-10-12 12:41:32,305 - Train: 36.98% [462650/1251000] [369.8/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.002106] [CE 4.239 (4.592)] [KD 5.350 (5.231)] 2024-10-12 12:41:38,532 - Train: 36.99% [462700/1251000] [369.9/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002105] [CE 4.390 (4.647)] [KD 5.061 (5.255)] 2024-10-12 12:41:44,628 - Train: 36.99% [462750/1251000] [369.9/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002105] [CE 4.926 (4.663)] [KD 5.368 (5.236)] 2024-10-12 12:41:50,640 - Train: 36.99% [462800/1251000] [369.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002105] [CE 3.976 (4.602)] [KD 4.582 (5.199)] 2024-10-12 12:41:56,776 - Train: 37.00% [462850/1251000] [370.0/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002105] [CE 4.403 (4.721)] [KD 4.998 (5.278)] 2024-10-12 12:42:04,066 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.096)] [top1_cnt 31494] [top5_cnt 42649] [top_all 50000] 2024-10-12 12:42:04,067 - net: 62.988 (85.298) 2024-10-12 12:42:09,156 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 36159] [top5_cnt 45331] [top_all 50000] 2024-10-12 12:42:09,157 - net_E: 72.318 (90.662) 2024-10-12 12:42:09,302 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:42:09,302 - ==> Total time: 16:04:21 Eta: 1 day, 3:22:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:42:14,800 - Train: 37.00% [462900/1251000] [370.0/1000.0] [batch_t 0.119 (0.145)] [data_t 0.003] [optim_t 0.117] [lr 0.002105] [CE 4.531 (4.666)] [KD 5.256 (5.227)] 2024-10-12 12:42:20,693 - Train: 37.01% [462950/1251000] [370.1/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002104] [CE 4.819 (4.606)] [KD 5.340 (5.166)] 2024-10-12 12:42:26,621 - Train: 37.01% [463000/1251000] [370.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002104] [CE 5.178 (4.580)] [KD 5.311 (5.136)] 2024-10-12 12:42:32,814 - Train: 37.01% [463050/1251000] [370.1/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002104] [CE 4.583 (4.598)] [KD 5.278 (5.144)] 2024-10-12 12:42:39,174 - Train: 37.02% [463100/1251000] [370.2/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.117] [lr 0.002104] [CE 4.971 (4.618)] [KD 5.336 (5.183)] 2024-10-12 12:42:45,105 - Train: 37.02% [463150/1251000] [370.2/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002104] [CE 4.626 (4.593)] [KD 5.206 (5.122)] 2024-10-12 12:42:50,983 - Train: 37.03% [463200/1251000] [370.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002104] [CE 4.444 (4.664)] [KD 5.497 (5.272)] 2024-10-12 12:42:56,780 - Train: 37.03% [463250/1251000] [370.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.002103] [CE 4.929 (4.632)] [KD 5.132 (5.184)] 2024-10-12 12:43:02,784 - Train: 37.03% [463300/1251000] [370.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002103] [CE 4.486 (4.611)] [KD 4.918 (5.111)] 2024-10-12 12:43:08,956 - Train: 37.04% [463350/1251000] [370.4/1000.0] [batch_t 0.123 (0.123)] [data_t 0.003] [optim_t 0.121] [lr 0.002103] [CE 4.543 (4.697)] [KD 5.191 (5.230)] 2024-10-12 12:43:14,971 - Train: 37.04% [463400/1251000] [370.4/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002103] [CE 4.749 (4.707)] [KD 5.476 (5.291)] 2024-10-12 12:43:20,991 - Train: 37.05% [463450/1251000] [370.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002103] [CE 4.681 (4.660)] [KD 5.308 (5.331)] 2024-10-12 12:43:27,054 - Train: 37.05% [463500/1251000] [370.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002103] [CE 4.485 (4.684)] [KD 5.079 (5.261)] 2024-10-12 12:43:33,108 - Train: 37.05% [463550/1251000] [370.5/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002102] [CE 4.834 (4.592)] [KD 5.281 (5.186)] 2024-10-12 12:43:38,933 - Train: 37.06% [463600/1251000] [370.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.002102] [CE 4.418 (4.640)] [KD 5.123 (5.282)] 2024-10-12 12:43:44,908 - Train: 37.06% [463650/1251000] [370.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002102] [CE 4.235 (4.664)] [KD 5.232 (5.241)] 2024-10-12 12:43:50,725 - Train: 37.07% [463700/1251000] [370.7/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002102] [CE 4.696 (4.644)] [KD 5.222 (5.277)] 2024-10-12 12:43:56,759 - Train: 37.07% [463750/1251000] [370.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.003] [optim_t 0.111] [lr 0.002102] [CE 4.633 (4.612)] [KD 5.158 (5.264)] 2024-10-12 12:44:02,661 - Train: 37.07% [463800/1251000] [370.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002102] [CE 4.607 (4.594)] [KD 5.551 (5.315)] 2024-10-12 12:44:08,457 - Train: 37.08% [463850/1251000] [370.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002101] [CE 4.753 (4.652)] [KD 5.224 (5.278)] 2024-10-12 12:44:14,425 - Train: 37.08% [463900/1251000] [370.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002101] [CE 4.673 (4.712)] [KD 5.279 (5.321)] 2024-10-12 12:44:20,810 - Train: 37.09% [463950/1251000] [370.9/1000.0] [batch_t 0.120 (0.128)] [data_t 0.003] [optim_t 0.117] [lr 0.002101] [CE 4.122 (4.614)] [KD 4.877 (5.178)] 2024-10-12 12:44:26,749 - Train: 37.09% [464000/1251000] [370.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002101] [CE 4.674 (4.674)] [KD 5.236 (5.159)] 2024-10-12 12:44:32,856 - Train: 37.09% [464050/1251000] [370.9/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002101] [CE 4.896 (4.658)] [KD 5.251 (5.182)] 2024-10-12 12:44:38,692 - Train: 37.10% [464100/1251000] [371.0/1000.0] [batch_t 0.124 (0.117)] [data_t 0.003] [optim_t 0.121] [lr 0.002101] [CE 4.789 (4.591)] [KD 5.446 (5.190)] 2024-10-12 12:44:45,948 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33387] [top5_cnt 43850] [top_all 50000] 2024-10-12 12:44:45,949 - net: 66.774 (87.700) 2024-10-12 12:44:51,035 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 36127] [top5_cnt 45349] [top_all 50000] 2024-10-12 12:44:51,036 - net_E: 72.254 (90.698) 2024-10-12 12:44:51,171 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:44:51,171 - ==> Total time: 16:07:03 Eta: 1 day, 3:19:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:44:56,653 - Train: 37.10% [464150/1251000] [371.0/1000.0] [batch_t 0.121 (0.133)] [data_t 0.003] [optim_t 0.119] [lr 0.002100] [CE 4.631 (4.714)] [KD 5.155 (5.150)] 2024-10-12 12:45:02,847 - Train: 37.11% [464200/1251000] [371.1/1000.0] [batch_t 0.123 (0.124)] [data_t 0.002] [optim_t 0.121] [lr 0.002100] [CE 4.524 (4.621)] [KD 5.250 (5.145)] 2024-10-12 12:45:08,947 - Train: 37.11% [464250/1251000] [371.1/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002100] [CE 4.094 (4.670)] [KD 4.808 (5.229)] 2024-10-12 12:45:15,498 - Train: 37.11% [464300/1251000] [371.1/1000.0] [batch_t 0.123 (0.131)] [data_t 0.003] [optim_t 0.120] [lr 0.002100] [CE 4.891 (4.608)] [KD 5.133 (5.095)] 2024-10-12 12:45:21,635 - Train: 37.12% [464350/1251000] [371.2/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002100] [CE 4.876 (4.641)] [KD 5.132 (5.133)] 2024-10-12 12:45:27,537 - Train: 37.12% [464400/1251000] [371.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002100] [CE 4.385 (4.661)] [KD 5.054 (5.255)] 2024-10-12 12:45:33,497 - Train: 37.13% [464450/1251000] [371.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002099] [CE 4.847 (4.578)] [KD 5.323 (5.144)] 2024-10-12 12:45:39,346 - Train: 37.13% [464500/1251000] [371.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002099] [CE 4.323 (4.561)] [KD 5.147 (5.228)] 2024-10-12 12:45:45,357 - Train: 37.13% [464550/1251000] [371.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002099] [CE 4.795 (4.606)] [KD 5.363 (5.220)] 2024-10-12 12:45:51,516 - Train: 37.14% [464600/1251000] [371.4/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002099] [CE 4.665 (4.583)] [KD 5.130 (5.175)] 2024-10-12 12:45:57,564 - Train: 37.14% [464650/1251000] [371.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002099] [CE 4.814 (4.656)] [KD 5.515 (5.277)] 2024-10-12 12:46:03,755 - Train: 37.15% [464700/1251000] [371.5/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002098] [CE 4.264 (4.668)] [KD 5.312 (5.206)] 2024-10-12 12:46:09,893 - Train: 37.15% [464750/1251000] [371.5/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.120] [lr 0.002098] [CE 5.053 (4.618)] [KD 5.459 (5.219)] 2024-10-12 12:46:16,044 - Train: 37.15% [464800/1251000] [371.5/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002098] [CE 4.980 (4.630)] [KD 5.201 (5.176)] 2024-10-12 12:46:22,220 - Train: 37.16% [464850/1251000] [371.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002098] [CE 4.634 (4.625)] [KD 5.200 (5.211)] 2024-10-12 12:46:28,149 - Train: 37.16% [464900/1251000] [371.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002098] [CE 5.102 (4.579)] [KD 5.480 (5.221)] 2024-10-12 12:46:34,183 - Train: 37.17% [464950/1251000] [371.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002098] [CE 4.471 (4.608)] [KD 4.862 (5.168)] 2024-10-12 12:46:40,121 - Train: 37.17% [465000/1251000] [371.7/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002097] [CE 5.093 (4.608)] [KD 5.742 (5.189)] 2024-10-12 12:46:46,444 - Train: 37.17% [465050/1251000] [371.7/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.117] [lr 0.002097] [CE 4.548 (4.629)] [KD 5.397 (5.206)] 2024-10-12 12:46:52,563 - Train: 37.18% [465100/1251000] [371.8/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.002097] [CE 4.349 (4.657)] [KD 5.059 (5.211)] 2024-10-12 12:46:58,943 - Train: 37.18% [465150/1251000] [371.8/1000.0] [batch_t 0.120 (0.128)] [data_t 0.002] [optim_t 0.117] [lr 0.002097] [CE 4.597 (4.605)] [KD 5.166 (5.178)] 2024-10-12 12:47:05,023 - Train: 37.19% [465200/1251000] [371.9/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002097] [CE 4.896 (4.650)] [KD 5.481 (5.245)] 2024-10-12 12:47:10,996 - Train: 37.19% [465250/1251000] [371.9/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002097] [CE 4.900 (4.711)] [KD 5.234 (5.285)] 2024-10-12 12:47:16,976 - Train: 37.19% [465300/1251000] [371.9/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002096] [CE 4.391 (4.655)] [KD 5.292 (5.299)] 2024-10-12 12:47:23,226 - Train: 37.20% [465350/1251000] [372.0/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002096] [CE 4.383 (4.724)] [KD 5.408 (5.285)] 2024-10-12 12:47:30,883 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32261] [top5_cnt 43105] [top_all 50000] 2024-10-12 12:47:30,884 - net: 64.522 (86.210) 2024-10-12 12:47:35,883 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 36122] [top5_cnt 45337] [top_all 50000] 2024-10-12 12:47:35,884 - net_E: 72.244 (90.674) 2024-10-12 12:47:36,028 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:47:36,028 - ==> Total time: 16:09:48 Eta: 1 day, 3:17:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:47:41,017 - Train: 37.20% [465400/1251000] [372.0/1000.0] [batch_t 0.123 (0.138)] [data_t 0.003] [optim_t 0.121] [lr 0.002096] [CE 4.530 (4.488)] [KD 4.989 (5.148)] 2024-10-12 12:47:47,323 - Train: 37.21% [465450/1251000] [372.1/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.118] [lr 0.002096] [CE 5.027 (4.687)] [KD 5.315 (5.207)] 2024-10-12 12:47:53,518 - Train: 37.21% [465500/1251000] [372.1/1000.0] [batch_t 0.120 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002096] [CE 4.313 (4.550)] [KD 5.109 (5.214)] 2024-10-12 12:47:59,768 - Train: 37.21% [465550/1251000] [372.1/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002096] [CE 4.551 (4.576)] [KD 5.361 (5.246)] 2024-10-12 12:48:05,699 - Train: 37.22% [465600/1251000] [372.2/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002095] [CE 4.342 (4.659)] [KD 5.188 (5.252)] 2024-10-12 12:48:11,694 - Train: 37.22% [465650/1251000] [372.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002095] [CE 5.041 (4.660)] [KD 5.258 (5.205)] 2024-10-12 12:48:18,066 - Train: 37.23% [465700/1251000] [372.3/1000.0] [batch_t 0.117 (0.127)] [data_t 0.003] [optim_t 0.114] [lr 0.002095] [CE 4.612 (4.543)] [KD 5.336 (5.167)] 2024-10-12 12:48:24,039 - Train: 37.23% [465750/1251000] [372.3/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002095] [CE 5.162 (4.649)] [KD 5.323 (5.190)] 2024-10-12 12:48:29,999 - Train: 37.23% [465800/1251000] [372.3/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.002095] [CE 4.763 (4.596)] [KD 5.219 (5.098)] 2024-10-12 12:48:36,084 - Train: 37.24% [465850/1251000] [372.4/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002095] [CE 4.622 (4.595)] [KD 5.046 (5.092)] 2024-10-12 12:48:42,051 - Train: 37.24% [465900/1251000] [372.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002094] [CE 4.664 (4.590)] [KD 5.063 (5.118)] 2024-10-12 12:48:48,135 - Train: 37.25% [465950/1251000] [372.5/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.002094] [CE 4.947 (4.659)] [KD 5.315 (5.240)] 2024-10-12 12:48:54,184 - Train: 37.25% [466000/1251000] [372.5/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002094] [CE 5.008 (4.617)] [KD 5.414 (5.202)] 2024-10-12 12:49:00,178 - Train: 37.25% [466050/1251000] [372.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002094] [CE 4.635 (4.644)] [KD 5.364 (5.228)] 2024-10-12 12:49:06,126 - Train: 37.26% [466100/1251000] [372.6/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.002094] [CE 4.401 (4.655)] [KD 5.280 (5.249)] 2024-10-12 12:49:12,281 - Train: 37.26% [466150/1251000] [372.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002094] [CE 4.760 (4.635)] [KD 5.295 (5.200)] 2024-10-12 12:49:18,291 - Train: 37.27% [466200/1251000] [372.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.002093] [CE 4.879 (4.668)] [KD 5.327 (5.197)] 2024-10-12 12:49:24,198 - Train: 37.27% [466250/1251000] [372.7/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002093] [CE 4.961 (4.617)] [KD 5.484 (5.241)] 2024-10-12 12:49:30,425 - Train: 37.27% [466300/1251000] [372.7/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002093] [CE 5.151 (4.584)] [KD 5.163 (5.227)] 2024-10-12 12:49:36,533 - Train: 37.28% [466350/1251000] [372.8/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002093] [CE 3.969 (4.539)] [KD 4.968 (5.112)] 2024-10-12 12:49:42,720 - Train: 37.28% [466400/1251000] [372.8/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002093] [CE 4.506 (4.556)] [KD 5.072 (5.178)] 2024-10-12 12:49:48,626 - Train: 37.29% [466450/1251000] [372.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002092] [CE 4.394 (4.594)] [KD 4.983 (5.143)] 2024-10-12 12:49:54,672 - Train: 37.29% [466500/1251000] [372.9/1000.0] [batch_t 0.124 (0.121)] [data_t 0.002] [optim_t 0.121] [lr 0.002092] [CE 4.586 (4.616)] [KD 5.223 (5.187)] 2024-10-12 12:50:00,958 - Train: 37.29% [466550/1251000] [372.9/1000.0] [batch_t 0.115 (0.126)] [data_t 0.002] [optim_t 0.113] [lr 0.002092] [CE 4.465 (4.567)] [KD 5.271 (5.219)] 2024-10-12 12:50:06,900 - Train: 37.30% [466600/1251000] [373.0/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002092] [CE 4.879 (4.619)] [KD 5.362 (5.222)] 2024-10-12 12:50:14,460 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 32683] [top5_cnt 43308] [top_all 50000] 2024-10-12 12:50:14,461 - net: 65.366 (86.616) 2024-10-12 12:50:19,636 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.097)] [top1_cnt 36119] [top5_cnt 45337] [top_all 50000] 2024-10-12 12:50:19,637 - net_E: 72.238 (90.674) 2024-10-12 12:50:19,766 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:50:19,767 - ==> Total time: 16:12:32 Eta: 1 day, 3:14:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:50:24,447 - Train: 37.30% [466650/1251000] [373.0/1000.0] [batch_t 0.119 (0.132)] [data_t 0.002] [optim_t 0.117] [lr 0.002092] [CE 4.178 (4.759)] [KD 4.713 (5.159)] 2024-10-12 12:50:30,650 - Train: 37.31% [466700/1251000] [373.1/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.002092] [CE 4.362 (4.646)] [KD 5.056 (5.178)] 2024-10-12 12:50:36,896 - Train: 37.31% [466750/1251000] [373.1/1000.0] [batch_t 0.127 (0.125)] [data_t 0.002] [optim_t 0.125] [lr 0.002091] [CE 4.811 (4.652)] [KD 5.599 (5.236)] 2024-10-12 12:50:42,861 - Train: 37.31% [466800/1251000] [373.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002091] [CE 4.788 (4.676)] [KD 5.287 (5.242)] 2024-10-12 12:50:48,887 - Train: 37.32% [466850/1251000] [373.2/1000.0] [batch_t 0.111 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.002091] [CE 4.958 (4.633)] [KD 5.348 (5.199)] 2024-10-12 12:50:54,863 - Train: 37.32% [466900/1251000] [373.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002091] [CE 4.568 (4.638)] [KD 5.058 (5.242)] 2024-10-12 12:51:00,749 - Train: 37.33% [466950/1251000] [373.3/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.002091] [CE 4.470 (4.571)] [KD 5.319 (5.181)] 2024-10-12 12:51:07,058 - Train: 37.33% [467000/1251000] [373.3/1000.0] [batch_t 0.121 (0.126)] [data_t 0.002] [optim_t 0.118] [lr 0.002091] [CE 4.440 (4.599)] [KD 5.020 (5.218)] 2024-10-12 12:51:13,138 - Train: 37.33% [467050/1251000] [373.3/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002090] [CE 4.807 (4.659)] [KD 5.009 (5.160)] 2024-10-12 12:51:19,236 - Train: 37.34% [467100/1251000] [373.4/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.002090] [CE 4.440 (4.657)] [KD 5.068 (5.196)] 2024-10-12 12:51:25,525 - Train: 37.34% [467150/1251000] [373.4/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.117] [lr 0.002090] [CE 4.652 (4.629)] [KD 5.316 (5.252)] 2024-10-12 12:51:31,410 - Train: 37.35% [467200/1251000] [373.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002090] [CE 4.846 (4.610)] [KD 5.386 (5.176)] 2024-10-12 12:51:37,455 - Train: 37.35% [467250/1251000] [373.5/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002090] [CE 4.359 (4.634)] [KD 5.017 (5.174)] 2024-10-12 12:51:43,582 - Train: 37.35% [467300/1251000] [373.5/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.002090] [CE 5.140 (4.640)] [KD 5.420 (5.248)] 2024-10-12 12:51:49,719 - Train: 37.36% [467350/1251000] [373.6/1000.0] [batch_t 0.124 (0.123)] [data_t 0.003] [optim_t 0.122] [lr 0.002089] [CE 4.218 (4.618)] [KD 5.046 (5.189)] 2024-10-12 12:51:55,873 - Train: 37.36% [467400/1251000] [373.6/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002089] [CE 4.509 (4.638)] [KD 5.028 (5.122)] 2024-10-12 12:52:02,091 - Train: 37.37% [467450/1251000] [373.7/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002089] [CE 4.641 (4.654)] [KD 5.126 (5.241)] 2024-10-12 12:52:08,024 - Train: 37.37% [467500/1251000] [373.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002089] [CE 4.755 (4.570)] [KD 5.463 (5.132)] 2024-10-12 12:52:14,034 - Train: 37.37% [467550/1251000] [373.7/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002089] [CE 4.699 (4.679)] [KD 5.377 (5.174)] 2024-10-12 12:52:20,162 - Train: 37.38% [467600/1251000] [373.8/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002089] [CE 4.830 (4.700)] [KD 5.209 (5.273)] 2024-10-12 12:52:26,197 - Train: 37.38% [467650/1251000] [373.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002088] [CE 4.413 (4.632)] [KD 5.168 (5.279)] 2024-10-12 12:52:32,344 - Train: 37.39% [467700/1251000] [373.9/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002088] [CE 4.783 (4.643)] [KD 5.319 (5.188)] 2024-10-12 12:52:38,411 - Train: 37.39% [467750/1251000] [373.9/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002088] [CE 4.643 (4.597)] [KD 5.283 (5.110)] 2024-10-12 12:52:44,549 - Train: 37.39% [467800/1251000] [373.9/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002088] [CE 4.684 (4.720)] [KD 5.229 (5.238)] 2024-10-12 12:52:50,464 - Train: 37.40% [467850/1251000] [374.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002088] [CE 4.841 (4.583)] [KD 5.315 (5.160)] 2024-10-12 12:52:58,354 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 32044] [top5_cnt 42963] [top_all 50000] 2024-10-12 12:52:58,354 - net: 64.088 (85.926) 2024-10-12 12:53:03,281 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 36150] [top5_cnt 45330] [top_all 50000] 2024-10-12 12:53:03,281 - net_E: 72.300 (90.660) 2024-10-12 12:53:03,424 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:53:03,424 - ==> Total time: 16:15:16 Eta: 1 day, 3:12:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:53:09,205 - Train: 37.40% [467900/1251000] [374.0/1000.0] [batch_t 0.116 (0.132)] [data_t 0.003] [optim_t 0.113] [lr 0.002088] [CE 4.603 (4.612)] [KD 5.008 (5.148)] 2024-10-12 12:53:15,357 - Train: 37.41% [467950/1251000] [374.1/1000.0] [batch_t 0.121 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002087] [CE 4.849 (4.660)] [KD 5.170 (5.119)] 2024-10-12 12:53:21,461 - Train: 37.41% [468000/1251000] [374.1/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002087] [CE 4.934 (4.547)] [KD 5.286 (5.101)] 2024-10-12 12:53:27,579 - Train: 37.41% [468050/1251000] [374.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002087] [CE 5.205 (4.668)] [KD 5.419 (5.272)] 2024-10-12 12:53:33,780 - Train: 37.42% [468100/1251000] [374.2/1000.0] [batch_t 0.264 (0.124)] [data_t 0.003] [optim_t 0.262] [lr 0.002087] [CE 4.928 (4.678)] [KD 5.428 (5.294)] 2024-10-12 12:53:39,773 - Train: 37.42% [468150/1251000] [374.2/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002087] [CE 4.675 (4.547)] [KD 5.268 (5.179)] 2024-10-12 12:53:45,597 - Train: 37.43% [468200/1251000] [374.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002086] [CE 4.561 (4.686)] [KD 5.338 (5.239)] 2024-10-12 12:53:51,881 - Train: 37.43% [468250/1251000] [374.3/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002086] [CE 4.908 (4.650)] [KD 5.181 (5.199)] 2024-10-12 12:53:57,996 - Train: 37.43% [468300/1251000] [374.3/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.002086] [CE 4.780 (4.668)] [KD 5.227 (5.168)] 2024-10-12 12:54:03,957 - Train: 37.44% [468350/1251000] [374.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002086] [CE 4.661 (4.663)] [KD 4.801 (5.187)] 2024-10-12 12:54:09,899 - Train: 37.44% [468400/1251000] [374.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002086] [CE 4.726 (4.572)] [KD 4.919 (5.186)] 2024-10-12 12:54:15,940 - Train: 37.45% [468450/1251000] [374.5/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002086] [CE 5.372 (4.600)] [KD 5.922 (5.177)] 2024-10-12 12:54:22,085 - Train: 37.45% [468500/1251000] [374.5/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.002085] [CE 4.733 (4.657)] [KD 5.091 (5.246)] 2024-10-12 12:54:28,180 - Train: 37.45% [468550/1251000] [374.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002085] [CE 5.253 (4.682)] [KD 5.414 (5.239)] 2024-10-12 12:54:34,287 - Train: 37.46% [468600/1251000] [374.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002085] [CE 4.203 (4.614)] [KD 5.060 (5.156)] 2024-10-12 12:54:40,536 - Train: 37.46% [468650/1251000] [374.6/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002085] [CE 4.058 (4.592)] [KD 4.947 (5.186)] 2024-10-12 12:54:46,461 - Train: 37.47% [468700/1251000] [374.7/1000.0] [batch_t 0.123 (0.118)] [data_t 0.003] [optim_t 0.120] [lr 0.002085] [CE 4.862 (4.692)] [KD 5.349 (5.244)] 2024-10-12 12:54:52,435 - Train: 37.47% [468750/1251000] [374.7/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002085] [CE 4.493 (4.628)] [KD 5.212 (5.220)] 2024-10-12 12:54:58,488 - Train: 37.47% [468800/1251000] [374.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002084] [CE 4.540 (4.583)] [KD 5.315 (5.263)] 2024-10-12 12:55:04,628 - Train: 37.48% [468850/1251000] [374.8/1000.0] [batch_t 0.120 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002084] [CE 4.388 (4.619)] [KD 5.282 (5.190)] 2024-10-12 12:55:10,704 - Train: 37.48% [468900/1251000] [374.8/1000.0] [batch_t 0.122 (0.121)] [data_t 0.003] [optim_t 0.119] [lr 0.002084] [CE 4.356 (4.618)] [KD 5.270 (5.262)] 2024-10-12 12:55:17,061 - Train: 37.49% [468950/1251000] [374.9/1000.0] [batch_t 0.121 (0.127)] [data_t 0.003] [optim_t 0.119] [lr 0.002084] [CE 4.593 (4.681)] [KD 5.140 (5.317)] 2024-10-12 12:55:23,188 - Train: 37.49% [469000/1251000] [374.9/1000.0] [batch_t 0.129 (0.122)] [data_t 0.003] [optim_t 0.126] [lr 0.002084] [CE 4.664 (4.658)] [KD 4.933 (5.248)] 2024-10-12 12:55:29,068 - Train: 37.49% [469050/1251000] [374.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002084] [CE 5.052 (4.651)] [KD 5.494 (5.256)] 2024-10-12 12:55:35,386 - Train: 37.50% [469100/1251000] [375.0/1000.0] [batch_t 0.121 (0.126)] [data_t 0.003] [optim_t 0.118] [lr 0.002083] [CE 4.680 (4.648)] [KD 4.856 (5.301)] 2024-10-12 12:55:43,326 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 33203] [top5_cnt 43718] [top_all 50000] 2024-10-12 12:55:43,327 - net: 66.406 (87.436) 2024-10-12 12:55:48,273 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 36130] [top5_cnt 45350] [top_all 50000] 2024-10-12 12:55:48,274 - net_E: 72.260 (90.700) 2024-10-12 12:55:48,411 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:55:48,411 - ==> Total time: 16:18:01 Eta: 1 day, 3:10:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:55:54,706 - Train: 37.50% [469150/1251000] [375.0/1000.0] [batch_t 0.116 (0.136)] [data_t 0.002] [optim_t 0.113] [lr 0.002083] [CE 4.762 (4.581)] [KD 5.068 (5.080)] 2024-10-12 12:56:00,743 - Train: 37.51% [469200/1251000] [375.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002083] [CE 4.927 (4.595)] [KD 5.252 (5.127)] 2024-10-12 12:56:06,632 - Train: 37.51% [469250/1251000] [375.1/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002083] [CE 4.604 (4.704)] [KD 5.277 (5.188)] 2024-10-12 12:56:12,923 - Train: 37.51% [469300/1251000] [375.1/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.002083] [CE 4.837 (4.644)] [KD 5.293 (5.131)] 2024-10-12 12:56:18,958 - Train: 37.52% [469350/1251000] [375.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002083] [CE 4.222 (4.665)] [KD 5.044 (5.217)] 2024-10-12 12:56:24,854 - Train: 37.52% [469400/1251000] [375.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002082] [CE 5.194 (4.680)] [KD 5.529 (5.253)] 2024-10-12 12:56:30,703 - Train: 37.53% [469450/1251000] [375.3/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.002082] [CE 4.155 (4.637)] [KD 5.081 (5.252)] 2024-10-12 12:56:36,867 - Train: 37.53% [469500/1251000] [375.3/1000.0] [batch_t 0.125 (0.123)] [data_t 0.002] [optim_t 0.122] [lr 0.002082] [CE 4.415 (4.596)] [KD 5.054 (5.136)] 2024-10-12 12:56:42,874 - Train: 37.53% [469550/1251000] [375.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002082] [CE 3.956 (4.595)] [KD 5.025 (5.205)] 2024-10-12 12:56:49,245 - Train: 37.54% [469600/1251000] [375.4/1000.0] [batch_t 0.115 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002082] [CE 4.524 (4.554)] [KD 5.117 (5.082)] 2024-10-12 12:56:55,202 - Train: 37.54% [469650/1251000] [375.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002081] [CE 4.905 (4.627)] [KD 5.403 (5.143)] 2024-10-12 12:57:01,023 - Train: 37.55% [469700/1251000] [375.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.002081] [CE 4.667 (4.598)] [KD 5.103 (5.115)] 2024-10-12 12:57:06,891 - Train: 37.55% [469750/1251000] [375.5/1000.0] [batch_t 0.121 (0.117)] [data_t 0.002] [optim_t 0.119] [lr 0.002081] [CE 4.909 (4.632)] [KD 5.435 (5.154)] 2024-10-12 12:57:12,750 - Train: 37.55% [469800/1251000] [375.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002081] [CE 4.420 (4.613)] [KD 5.220 (5.179)] 2024-10-12 12:57:18,605 - Train: 37.56% [469850/1251000] [375.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002081] [CE 4.873 (4.700)] [KD 5.214 (5.237)] 2024-10-12 12:57:24,936 - Train: 37.56% [469900/1251000] [375.6/1000.0] [batch_t 0.116 (0.127)] [data_t 0.003] [optim_t 0.113] [lr 0.002081] [CE 4.507 (4.697)] [KD 4.945 (5.286)] 2024-10-12 12:57:31,056 - Train: 37.57% [469950/1251000] [375.7/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002080] [CE 5.044 (4.622)] [KD 5.438 (5.236)] 2024-10-12 12:57:37,227 - Train: 37.57% [470000/1251000] [375.7/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.002080] [CE 4.902 (4.653)] [KD 5.298 (5.230)] 2024-10-12 12:57:43,046 - Train: 37.57% [470050/1251000] [375.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.002080] [CE 4.464 (4.668)] [KD 4.945 (5.278)] 2024-10-12 12:57:48,920 - Train: 37.58% [470100/1251000] [375.8/1000.0] [batch_t 0.118 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.002080] [CE 4.780 (4.590)] [KD 5.505 (5.199)] 2024-10-12 12:57:54,926 - Train: 37.58% [470150/1251000] [375.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002080] [CE 4.165 (4.585)] [KD 4.785 (5.217)] 2024-10-12 12:58:00,832 - Train: 37.59% [470200/1251000] [375.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002080] [CE 4.587 (4.582)] [KD 5.294 (5.200)] 2024-10-12 12:58:06,767 - Train: 37.59% [470250/1251000] [375.9/1000.0] [batch_t 0.240 (0.119)] [data_t 0.003] [optim_t 0.238] [lr 0.002079] [CE 4.667 (4.620)] [KD 5.477 (5.251)] 2024-10-12 12:58:12,561 - Train: 37.59% [470300/1251000] [375.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002079] [CE 4.803 (4.578)] [KD 5.075 (5.101)] 2024-10-12 12:58:18,633 - Train: 37.60% [470350/1251000] [376.0/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002079] [CE 4.870 (4.658)] [KD 5.512 (5.259)] 2024-10-12 12:58:26,781 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.097)] [top1_cnt 32072] [top5_cnt 42908] [top_all 50000] 2024-10-12 12:58:26,782 - net: 64.144 (85.816) 2024-10-12 12:58:31,935 - Test (net_E): 100.00% [50/50] [batch_t 0.049 (0.095)] [top1_cnt 36190] [top5_cnt 45355] [top_all 50000] 2024-10-12 12:58:31,935 - net_E: 72.380 (90.710) 2024-10-12 12:58:32,079 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.414 (epoch: 366)] 2024-10-12 12:58:32,079 - ==> Total time: 16:20:44 Eta: 1 day, 3:07:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 12:58:36,915 - Train: 37.60% [470400/1251000] [376.0/1000.0] [batch_t 0.117 (0.133)] [data_t 0.003] [optim_t 0.114] [lr 0.002079] [CE 4.914 (4.744)] [KD 5.052 (5.227)] 2024-10-12 12:58:43,366 - Train: 37.61% [470450/1251000] [376.1/1000.0] [batch_t 0.120 (0.129)] [data_t 0.003] [optim_t 0.118] [lr 0.002079] [CE 4.501 (4.670)] [KD 4.988 (5.196)] 2024-10-12 12:58:49,549 - Train: 37.61% [470500/1251000] [376.1/1000.0] [batch_t 0.123 (0.124)] [data_t 0.002] [optim_t 0.121] [lr 0.002079] [CE 4.820 (4.630)] [KD 5.045 (5.127)] 2024-10-12 12:58:55,502 - Train: 37.61% [470550/1251000] [376.1/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002078] [CE 4.256 (4.626)] [KD 4.748 (5.108)] 2024-10-12 12:59:01,610 - Train: 37.62% [470600/1251000] [376.2/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002078] [CE 4.987 (4.566)] [KD 5.526 (5.162)] 2024-10-12 12:59:07,628 - Train: 37.62% [470650/1251000] [376.2/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.002078] [CE 4.594 (4.667)] [KD 5.347 (5.216)] 2024-10-12 12:59:13,609 - Train: 37.63% [470700/1251000] [376.3/1000.0] [batch_t 0.123 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002078] [CE 4.650 (4.608)] [KD 5.087 (5.204)] 2024-10-12 12:59:19,913 - Train: 37.63% [470750/1251000] [376.3/1000.0] [batch_t 0.125 (0.126)] [data_t 0.003] [optim_t 0.122] [lr 0.002078] [CE 4.054 (4.597)] [KD 5.204 (5.128)] 2024-10-12 12:59:26,306 - Train: 37.63% [470800/1251000] [376.3/1000.0] [batch_t 0.125 (0.128)] [data_t 0.003] [optim_t 0.122] [lr 0.002078] [CE 4.762 (4.652)] [KD 5.148 (5.165)] 2024-10-12 12:59:32,533 - Train: 37.64% [470850/1251000] [376.4/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.002077] [CE 4.386 (4.609)] [KD 5.017 (5.201)] 2024-10-12 12:59:38,928 - Train: 37.64% [470900/1251000] [376.4/1000.0] [batch_t 0.122 (0.128)] [data_t 0.003] [optim_t 0.120] [lr 0.002077] [CE 4.295 (4.619)] [KD 5.103 (5.188)] 2024-10-12 12:59:44,950 - Train: 37.65% [470950/1251000] [376.5/1000.0] [batch_t 0.124 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.002077] [CE 4.133 (4.621)] [KD 5.251 (5.158)] 2024-10-12 12:59:50,863 - Train: 37.65% [471000/1251000] [376.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002077] [CE 4.828 (4.588)] [KD 5.425 (5.154)] 2024-10-12 12:59:56,757 - Train: 37.65% [471050/1251000] [376.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.002077] [CE 4.746 (4.593)] [KD 5.057 (5.168)] 2024-10-12 13:00:02,744 - Train: 37.66% [471100/1251000] [376.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002076] [CE 4.441 (4.575)] [KD 5.062 (5.095)] 2024-10-12 13:00:08,792 - Train: 37.66% [471150/1251000] [376.6/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002076] [CE 4.625 (4.651)] [KD 5.034 (5.189)] 2024-10-12 13:00:15,033 - Train: 37.67% [471200/1251000] [376.7/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.002076] [CE 4.899 (4.650)] [KD 5.254 (5.228)] 2024-10-12 13:00:20,951 - Train: 37.67% [471250/1251000] [376.7/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002076] [CE 4.096 (4.611)] [KD 4.780 (5.181)] 2024-10-12 13:00:27,280 - Train: 37.67% [471300/1251000] [376.7/1000.0] [batch_t 0.118 (0.126)] [data_t 0.002] [optim_t 0.116] [lr 0.002076] [CE 5.163 (4.670)] [KD 5.440 (5.186)] 2024-10-12 13:00:33,347 - Train: 37.68% [471350/1251000] [376.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002076] [CE 4.864 (4.685)] [KD 5.595 (5.264)] 2024-10-12 13:00:39,323 - Train: 37.68% [471400/1251000] [376.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002075] [CE 4.303 (4.729)] [KD 4.935 (5.267)] 2024-10-12 13:00:45,231 - Train: 37.69% [471450/1251000] [376.9/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.002075] [CE 5.011 (4.644)] [KD 5.567 (5.247)] 2024-10-12 13:00:51,292 - Train: 37.69% [471500/1251000] [376.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002075] [CE 4.290 (4.571)] [KD 5.060 (5.137)] 2024-10-12 13:00:57,164 - Train: 37.69% [471550/1251000] [376.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002075] [CE 4.616 (4.611)] [KD 5.171 (5.148)] 2024-10-12 13:01:03,304 - Train: 37.70% [471600/1251000] [377.0/1000.0] [batch_t 0.243 (0.123)] [data_t 0.003] [optim_t 0.240] [lr 0.002075] [CE 4.745 (4.629)] [KD 5.097 (5.186)] 2024-10-12 13:01:11,764 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.099)] [top1_cnt 32895] [top5_cnt 43393] [top_all 50000] 2024-10-12 13:01:11,765 - net: 65.790 (86.786) 2024-10-12 13:01:16,854 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 36223] [top5_cnt 45364] [top_all 50000] 2024-10-12 13:01:16,855 - net_E: 72.446 (90.728) 2024-10-12 13:01:16,991 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.446 (epoch: 377)] 2024-10-12 13:01:16,991 - ==> Total time: 16:23:29 Eta: 1 day, 3:05:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:01:22,870 - Train: 37.70% [471650/1251000] [377.0/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.112] [lr 0.002075] [CE 4.497 (4.645)] [KD 4.933 (5.246)] 2024-10-12 13:01:29,258 - Train: 37.71% [471700/1251000] [377.1/1000.0] [batch_t 0.120 (0.128)] [data_t 0.003] [optim_t 0.117] [lr 0.002074] [CE 4.348 (4.593)] [KD 4.904 (5.123)] 2024-10-12 13:01:35,368 - Train: 37.71% [471750/1251000] [377.1/1000.0] [batch_t 0.123 (0.122)] [data_t 0.003] [optim_t 0.120] [lr 0.002074] [CE 5.151 (4.656)] [KD 5.318 (5.140)] 2024-10-12 13:01:41,343 - Train: 37.71% [471800/1251000] [377.1/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002074] [CE 4.998 (4.632)] [KD 5.462 (5.160)] 2024-10-12 13:01:47,223 - Train: 37.72% [471850/1251000] [377.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002074] [CE 4.527 (4.655)] [KD 5.073 (5.210)] 2024-10-12 13:01:53,363 - Train: 37.72% [471900/1251000] [377.2/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.117] [lr 0.002074] [CE 4.527 (4.705)] [KD 5.418 (5.247)] 2024-10-12 13:01:59,320 - Train: 37.73% [471950/1251000] [377.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002074] [CE 4.258 (4.620)] [KD 5.018 (5.213)] 2024-10-12 13:02:05,251 - Train: 37.73% [472000/1251000] [377.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002073] [CE 5.124 (4.697)] [KD 5.448 (5.334)] 2024-10-12 13:02:11,455 - Train: 37.73% [472050/1251000] [377.3/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002073] [CE 4.585 (4.600)] [KD 5.186 (5.164)] 2024-10-12 13:02:17,487 - Train: 37.74% [472100/1251000] [377.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002073] [CE 4.879 (4.568)] [KD 5.216 (5.125)] 2024-10-12 13:02:23,545 - Train: 37.74% [472150/1251000] [377.4/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002073] [CE 4.987 (4.685)] [KD 5.274 (5.231)] 2024-10-12 13:02:29,500 - Train: 37.75% [472200/1251000] [377.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002073] [CE 4.821 (4.598)] [KD 5.365 (5.163)] 2024-10-12 13:02:35,482 - Train: 37.75% [472250/1251000] [377.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002073] [CE 4.458 (4.632)] [KD 5.218 (5.218)] 2024-10-12 13:02:41,345 - Train: 37.75% [472300/1251000] [377.5/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.120] [lr 0.002072] [CE 4.708 (4.653)] [KD 5.172 (5.244)] 2024-10-12 13:02:47,326 - Train: 37.76% [472350/1251000] [377.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002072] [CE 4.740 (4.671)] [KD 5.258 (5.187)] 2024-10-12 13:02:53,257 - Train: 37.76% [472400/1251000] [377.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002072] [CE 4.662 (4.665)] [KD 5.424 (5.148)] 2024-10-12 13:02:59,342 - Train: 37.77% [472450/1251000] [377.7/1000.0] [batch_t 0.124 (0.122)] [data_t 0.003] [optim_t 0.122] [lr 0.002072] [CE 4.742 (4.643)] [KD 5.226 (5.206)] 2024-10-12 13:03:05,575 - Train: 37.77% [472500/1251000] [377.7/1000.0] [batch_t 0.126 (0.125)] [data_t 0.002] [optim_t 0.124] [lr 0.002072] [CE 4.543 (4.604)] [KD 4.808 (5.133)] 2024-10-12 13:03:11,835 - Train: 37.77% [472550/1251000] [377.7/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002071] [CE 4.777 (4.612)] [KD 5.297 (5.115)] 2024-10-12 13:03:17,770 - Train: 37.78% [472600/1251000] [377.8/1000.0] [batch_t 0.124 (0.119)] [data_t 0.002] [optim_t 0.121] [lr 0.002071] [CE 4.850 (4.646)] [KD 5.250 (5.209)] 2024-10-12 13:03:23,661 - Train: 37.78% [472650/1251000] [377.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.002071] [CE 4.854 (4.657)] [KD 5.245 (5.113)] 2024-10-12 13:03:29,493 - Train: 37.79% [472700/1251000] [377.9/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002071] [CE 5.009 (4.643)] [KD 5.641 (5.236)] 2024-10-12 13:03:35,540 - Train: 37.79% [472750/1251000] [377.9/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002071] [CE 5.090 (4.612)] [KD 5.241 (5.104)] 2024-10-12 13:03:41,354 - Train: 37.79% [472800/1251000] [377.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002071] [CE 4.622 (4.655)] [KD 5.300 (5.239)] 2024-10-12 13:03:47,391 - Train: 37.80% [472850/1251000] [378.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002070] [CE 4.718 (4.664)] [KD 5.021 (5.197)] 2024-10-12 13:03:55,753 - Test (net): 100.00% [50/50] [batch_t 0.048 (0.096)] [top1_cnt 32814] [top5_cnt 43425] [top_all 50000] 2024-10-12 13:03:55,753 - net: 65.628 (86.850) 2024-10-12 13:04:00,723 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.093)] [top1_cnt 36218] [top5_cnt 45379] [top_all 50000] 2024-10-12 13:04:00,724 - net_E: 72.436 (90.758) 2024-10-12 13:04:00,856 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.446 (epoch: 377)] 2024-10-12 13:04:00,856 - ==> Total time: 16:26:13 Eta: 1 day, 3:02:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:04:05,607 - Train: 37.80% [472900/1251000] [378.0/1000.0] [batch_t 0.121 (0.152)] [data_t 0.003] [optim_t 0.119] [lr 0.002070] [CE 4.341 (4.669)] [KD 5.103 (5.156)] 2024-10-12 13:04:11,626 - Train: 37.81% [472950/1251000] [378.1/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002070] [CE 4.596 (4.646)] [KD 4.946 (5.035)] 2024-10-12 13:04:17,459 - Train: 37.81% [473000/1251000] [378.1/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002070] [CE 4.317 (4.542)] [KD 4.850 (5.097)] 2024-10-12 13:04:23,309 - Train: 37.81% [473050/1251000] [378.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.002070] [CE 4.656 (4.640)] [KD 5.332 (5.131)] 2024-10-12 13:04:29,065 - Train: 37.82% [473100/1251000] [378.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.002070] [CE 4.644 (4.572)] [KD 5.225 (5.136)] 2024-10-12 13:04:34,936 - Train: 37.82% [473150/1251000] [378.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002069] [CE 4.728 (4.627)] [KD 5.163 (5.179)] 2024-10-12 13:04:41,086 - Train: 37.83% [473200/1251000] [378.3/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002069] [CE 4.333 (4.673)] [KD 5.065 (5.210)] 2024-10-12 13:04:47,037 - Train: 37.83% [473250/1251000] [378.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002069] [CE 4.492 (4.592)] [KD 4.717 (5.167)] 2024-10-12 13:04:53,218 - Train: 37.83% [473300/1251000] [378.3/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002069] [CE 4.839 (4.611)] [KD 5.373 (5.133)] 2024-10-12 13:04:59,216 - Train: 37.84% [473350/1251000] [378.4/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002069] [CE 4.828 (4.605)] [KD 5.340 (5.123)] 2024-10-12 13:05:05,077 - Train: 37.84% [473400/1251000] [378.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002069] [CE 4.610 (4.587)] [KD 5.342 (5.115)] 2024-10-12 13:05:11,032 - Train: 37.85% [473450/1251000] [378.5/1000.0] [batch_t 0.240 (0.119)] [data_t 0.002] [optim_t 0.238] [lr 0.002068] [CE 4.771 (4.602)] [KD 5.227 (5.168)] 2024-10-12 13:05:17,107 - Train: 37.85% [473500/1251000] [378.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002068] [CE 4.200 (4.598)] [KD 5.014 (5.058)] 2024-10-12 13:05:23,005 - Train: 37.85% [473550/1251000] [378.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.002068] [CE 4.067 (4.577)] [KD 4.814 (5.123)] 2024-10-12 13:05:29,082 - Train: 37.86% [473600/1251000] [378.6/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002068] [CE 4.353 (4.639)] [KD 5.321 (5.223)] 2024-10-12 13:05:35,051 - Train: 37.86% [473650/1251000] [378.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002068] [CE 4.989 (4.654)] [KD 5.525 (5.195)] 2024-10-12 13:05:41,159 - Train: 37.87% [473700/1251000] [378.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002067] [CE 4.663 (4.641)] [KD 5.278 (5.205)] 2024-10-12 13:05:47,518 - Train: 37.87% [473750/1251000] [378.7/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.002067] [CE 3.978 (4.598)] [KD 4.861 (5.215)] 2024-10-12 13:05:53,555 - Train: 37.87% [473800/1251000] [378.7/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002067] [CE 4.443 (4.619)] [KD 4.991 (5.237)] 2024-10-12 13:05:59,430 - Train: 37.88% [473850/1251000] [378.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.002067] [CE 4.406 (4.639)] [KD 5.192 (5.198)] 2024-10-12 13:06:05,297 - Train: 37.88% [473900/1251000] [378.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002067] [CE 4.217 (4.678)] [KD 4.972 (5.245)] 2024-10-12 13:06:11,203 - Train: 37.89% [473950/1251000] [378.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002067] [CE 4.337 (4.643)] [KD 5.244 (5.193)] 2024-10-12 13:06:17,229 - Train: 37.89% [474000/1251000] [378.9/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002066] [CE 4.865 (4.643)] [KD 5.231 (5.202)] 2024-10-12 13:06:23,482 - Train: 37.89% [474050/1251000] [378.9/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002066] [CE 4.510 (4.729)] [KD 4.804 (5.293)] 2024-10-12 13:06:29,490 - Train: 37.90% [474100/1251000] [379.0/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002066] [CE 4.150 (4.615)] [KD 4.915 (5.187)] 2024-10-12 13:06:37,839 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 32847] [top5_cnt 43451] [top_all 50000] 2024-10-12 13:06:37,839 - net: 65.694 (86.902) 2024-10-12 13:06:42,933 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 36227] [top5_cnt 45398] [top_all 50000] 2024-10-12 13:06:42,933 - net_E: 72.454 (90.796) 2024-10-12 13:06:43,057 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.454 (epoch: 379)] 2024-10-12 13:06:43,058 - ==> Total time: 16:28:55 Eta: 1 day, 3:00:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:06:49,444 - Train: 37.90% [474150/1251000] [379.0/1000.0] [batch_t 0.121 (0.147)] [data_t 0.003] [optim_t 0.118] [lr 0.002066] [CE 4.838 (4.594)] [KD 5.116 (5.211)] 2024-10-12 13:06:55,454 - Train: 37.91% [474200/1251000] [379.1/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002066] [CE 4.980 (4.623)] [KD 5.399 (5.160)] 2024-10-12 13:07:01,390 - Train: 37.91% [474250/1251000] [379.1/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002066] [CE 4.921 (4.568)] [KD 5.382 (5.157)] 2024-10-12 13:07:07,564 - Train: 37.91% [474300/1251000] [379.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.002065] [CE 4.898 (4.638)] [KD 5.444 (5.123)] 2024-10-12 13:07:13,555 - Train: 37.92% [474350/1251000] [379.2/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002065] [CE 4.929 (4.610)] [KD 5.405 (5.184)] 2024-10-12 13:07:19,518 - Train: 37.92% [474400/1251000] [379.2/1000.0] [batch_t 0.124 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.002065] [CE 4.538 (4.652)] [KD 5.135 (5.264)] 2024-10-12 13:07:25,915 - Train: 37.93% [474450/1251000] [379.3/1000.0] [batch_t 0.115 (0.128)] [data_t 0.003] [optim_t 0.112] [lr 0.002065] [CE 4.917 (4.613)] [KD 5.385 (5.253)] 2024-10-12 13:07:31,698 - Train: 37.93% [474500/1251000] [379.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002065] [CE 5.066 (4.578)] [KD 5.811 (5.224)] 2024-10-12 13:07:37,741 - Train: 37.93% [474550/1251000] [379.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002065] [CE 4.567 (4.618)] [KD 4.909 (5.172)] 2024-10-12 13:07:43,624 - Train: 37.94% [474600/1251000] [379.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002064] [CE 4.553 (4.684)] [KD 5.063 (5.196)] 2024-10-12 13:07:49,732 - Train: 37.94% [474650/1251000] [379.4/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.002064] [CE 4.841 (4.652)] [KD 5.213 (5.187)] 2024-10-12 13:07:55,640 - Train: 37.95% [474700/1251000] [379.5/1000.0] [batch_t 0.120 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002064] [CE 4.869 (4.632)] [KD 5.287 (5.145)] 2024-10-12 13:08:01,909 - Train: 37.95% [474750/1251000] [379.5/1000.0] [batch_t 0.115 (0.125)] [data_t 0.003] [optim_t 0.112] [lr 0.002064] [CE 4.436 (4.616)] [KD 5.074 (5.179)] 2024-10-12 13:08:07,910 - Train: 37.95% [474800/1251000] [379.5/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002064] [CE 3.869 (4.621)] [KD 4.856 (5.203)] 2024-10-12 13:08:13,919 - Train: 37.96% [474850/1251000] [379.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.002064] [CE 5.053 (4.601)] [KD 5.518 (5.084)] 2024-10-12 13:08:19,964 - Train: 37.96% [474900/1251000] [379.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002063] [CE 4.914 (4.605)] [KD 5.134 (5.180)] 2024-10-12 13:08:26,040 - Train: 37.97% [474950/1251000] [379.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002063] [CE 4.561 (4.656)] [KD 5.125 (5.182)] 2024-10-12 13:08:32,005 - Train: 37.97% [475000/1251000] [379.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002063] [CE 4.667 (4.742)] [KD 5.399 (5.264)] 2024-10-12 13:08:38,118 - Train: 37.97% [475050/1251000] [379.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002063] [CE 4.427 (4.681)] [KD 5.000 (5.201)] 2024-10-12 13:08:44,218 - Train: 37.98% [475100/1251000] [379.8/1000.0] [batch_t 0.122 (0.122)] [data_t 0.003] [optim_t 0.119] [lr 0.002063] [CE 3.975 (4.597)] [KD 4.608 (5.173)] 2024-10-12 13:08:50,454 - Train: 37.98% [475150/1251000] [379.8/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002062] [CE 4.620 (4.637)] [KD 5.038 (5.129)] 2024-10-12 13:08:56,479 - Train: 37.99% [475200/1251000] [379.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002062] [CE 4.388 (4.645)] [KD 5.229 (5.229)] 2024-10-12 13:09:02,633 - Train: 37.99% [475250/1251000] [379.9/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002062] [CE 4.635 (4.669)] [KD 5.180 (5.203)] 2024-10-12 13:09:08,837 - Train: 37.99% [475300/1251000] [379.9/1000.0] [batch_t 0.117 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002062] [CE 4.389 (4.604)] [KD 5.026 (5.193)] 2024-10-12 13:09:14,971 - Train: 38.00% [475350/1251000] [380.0/1000.0] [batch_t 0.120 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002062] [CE 4.704 (4.644)] [KD 5.281 (5.154)] 2024-10-12 13:09:23,489 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.095)] [top1_cnt 32774] [top5_cnt 43443] [top_all 50000] 2024-10-12 13:09:23,489 - net: 65.548 (86.886) 2024-10-12 13:09:28,698 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 36180] [top5_cnt 45411] [top_all 50000] 2024-10-12 13:09:28,699 - net_E: 72.360 (90.822) 2024-10-12 13:09:28,820 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.454 (epoch: 379)] 2024-10-12 13:09:28,820 - ==> Total time: 16:31:41 Eta: 1 day, 2:58:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:09:32,978 - Train: 38.00% [475400/1251000] [380.0/1000.0] [batch_t 0.123 (0.145)] [data_t 0.002] [optim_t 0.121] [lr 0.002062] [CE 4.748 (4.658)] [KD 5.081 (5.053)] 2024-10-12 13:09:39,083 - Train: 38.01% [475450/1251000] [380.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002061] [CE 4.702 (4.567)] [KD 5.158 (5.080)] 2024-10-12 13:09:45,027 - Train: 38.01% [475500/1251000] [380.1/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002061] [CE 4.667 (4.566)] [KD 5.058 (5.121)] 2024-10-12 13:09:51,429 - Train: 38.01% [475550/1251000] [380.1/1000.0] [batch_t 0.123 (0.128)] [data_t 0.002] [optim_t 0.121] [lr 0.002061] [CE 4.440 (4.611)] [KD 4.934 (5.098)] 2024-10-12 13:09:57,394 - Train: 38.02% [475600/1251000] [380.2/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.002061] [CE 4.674 (4.607)] [KD 5.259 (5.182)] 2024-10-12 13:10:03,351 - Train: 38.02% [475650/1251000] [380.2/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002061] [CE 4.439 (4.598)] [KD 5.068 (5.178)] 2024-10-12 13:10:09,449 - Train: 38.03% [475700/1251000] [380.3/1000.0] [batch_t 0.121 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002061] [CE 4.667 (4.523)] [KD 5.401 (5.134)] 2024-10-12 13:10:15,618 - Train: 38.03% [475750/1251000] [380.3/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002060] [CE 4.378 (4.554)] [KD 4.986 (5.147)] 2024-10-12 13:10:21,636 - Train: 38.03% [475800/1251000] [380.3/1000.0] [batch_t 0.124 (0.120)] [data_t 0.002] [optim_t 0.121] [lr 0.002060] [CE 4.296 (4.652)] [KD 4.758 (5.153)] 2024-10-12 13:10:27,504 - Train: 38.04% [475850/1251000] [380.4/1000.0] [batch_t 0.125 (0.117)] [data_t 0.002] [optim_t 0.122] [lr 0.002060] [CE 4.967 (4.573)] [KD 5.257 (5.116)] 2024-10-12 13:10:33,568 - Train: 38.04% [475900/1251000] [380.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002060] [CE 4.695 (4.639)] [KD 4.815 (5.130)] 2024-10-12 13:10:39,573 - Train: 38.05% [475950/1251000] [380.5/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002060] [CE 4.891 (4.639)] [KD 5.300 (5.221)] 2024-10-12 13:10:45,717 - Train: 38.05% [476000/1251000] [380.5/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002060] [CE 4.495 (4.600)] [KD 5.128 (5.225)] 2024-10-12 13:10:51,619 - Train: 38.05% [476050/1251000] [380.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002059] [CE 4.850 (4.641)] [KD 5.097 (5.262)] 2024-10-12 13:10:57,747 - Train: 38.06% [476100/1251000] [380.6/1000.0] [batch_t 0.266 (0.122)] [data_t 0.002] [optim_t 0.263] [lr 0.002059] [CE 4.026 (4.603)] [KD 4.930 (5.163)] 2024-10-12 13:11:03,760 - Train: 38.06% [476150/1251000] [380.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002059] [CE 4.950 (4.674)] [KD 5.491 (5.305)] 2024-10-12 13:11:09,856 - Train: 38.07% [476200/1251000] [380.7/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002059] [CE 5.064 (4.587)] [KD 5.337 (5.296)] 2024-10-12 13:11:15,734 - Train: 38.07% [476250/1251000] [380.7/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002059] [CE 4.591 (4.595)] [KD 5.362 (5.212)] 2024-10-12 13:11:21,756 - Train: 38.07% [476300/1251000] [380.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002058] [CE 4.344 (4.611)] [KD 4.960 (5.164)] 2024-10-12 13:11:27,899 - Train: 38.08% [476350/1251000] [380.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002058] [CE 4.506 (4.652)] [KD 4.945 (5.141)] 2024-10-12 13:11:34,054 - Train: 38.08% [476400/1251000] [380.8/1000.0] [batch_t 0.124 (0.123)] [data_t 0.002] [optim_t 0.121] [lr 0.002058] [CE 4.771 (4.685)] [KD 5.056 (5.157)] 2024-10-12 13:11:40,021 - Train: 38.09% [476450/1251000] [380.9/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002058] [CE 4.613 (4.696)] [KD 5.266 (5.213)] 2024-10-12 13:11:45,851 - Train: 38.09% [476500/1251000] [380.9/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002058] [CE 4.624 (4.628)] [KD 5.225 (5.216)] 2024-10-12 13:11:51,897 - Train: 38.09% [476550/1251000] [380.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.002058] [CE 4.447 (4.535)] [KD 5.234 (5.113)] 2024-10-12 13:11:58,077 - Train: 38.10% [476600/1251000] [381.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.002057] [CE 4.520 (4.672)] [KD 5.051 (5.264)] 2024-10-12 13:12:06,720 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 32308] [top5_cnt 43073] [top_all 50000] 2024-10-12 13:12:06,720 - net: 64.616 (86.146) 2024-10-12 13:12:11,820 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.095)] [top1_cnt 36239] [top5_cnt 45394] [top_all 50000] 2024-10-12 13:12:11,820 - net_E: 72.478 (90.788) 2024-10-12 13:12:11,959 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.478 (epoch: 381)] 2024-10-12 13:12:11,959 - ==> Total time: 16:34:24 Eta: 1 day, 2:55:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:12:17,806 - Train: 38.10% [476650/1251000] [381.0/1000.0] [batch_t 0.116 (0.138)] [data_t 0.002] [optim_t 0.113] [lr 0.002057] [CE 4.578 (4.565)] [KD 5.145 (5.132)] 2024-10-12 13:12:23,685 - Train: 38.11% [476700/1251000] [381.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002057] [CE 4.420 (4.640)] [KD 5.025 (5.087)] 2024-10-12 13:12:29,621 - Train: 38.11% [476750/1251000] [381.1/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002057] [CE 4.368 (4.633)] [KD 5.003 (5.168)] 2024-10-12 13:12:35,955 - Train: 38.11% [476800/1251000] [381.1/1000.0] [batch_t 0.118 (0.127)] [data_t 0.002] [optim_t 0.115] [lr 0.002057] [CE 4.591 (4.671)] [KD 5.135 (5.222)] 2024-10-12 13:12:42,012 - Train: 38.12% [476850/1251000] [381.2/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002057] [CE 4.694 (4.639)] [KD 5.144 (5.169)] 2024-10-12 13:12:48,138 - Train: 38.12% [476900/1251000] [381.2/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.002056] [CE 4.947 (4.617)] [KD 4.970 (5.134)] 2024-10-12 13:12:54,014 - Train: 38.13% [476950/1251000] [381.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002056] [CE 4.738 (4.700)] [KD 5.185 (5.150)] 2024-10-12 13:13:00,039 - Train: 38.13% [477000/1251000] [381.3/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002056] [CE 4.619 (4.613)] [KD 5.077 (5.154)] 2024-10-12 13:13:05,986 - Train: 38.13% [477050/1251000] [381.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002056] [CE 4.946 (4.650)] [KD 5.349 (5.213)] 2024-10-12 13:13:11,932 - Train: 38.14% [477100/1251000] [381.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.002056] [CE 4.283 (4.645)] [KD 4.715 (5.144)] 2024-10-12 13:13:17,780 - Train: 38.14% [477150/1251000] [381.4/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002056] [CE 4.223 (4.632)] [KD 5.325 (5.123)] 2024-10-12 13:13:24,058 - Train: 38.15% [477200/1251000] [381.5/1000.0] [batch_t 0.118 (0.125)] [data_t 0.003] [optim_t 0.115] [lr 0.002055] [CE 4.388 (4.663)] [KD 4.843 (5.179)] 2024-10-12 13:13:30,099 - Train: 38.15% [477250/1251000] [381.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002055] [CE 4.527 (4.602)] [KD 5.382 (5.141)] 2024-10-12 13:13:35,954 - Train: 38.15% [477300/1251000] [381.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002055] [CE 4.887 (4.545)] [KD 5.082 (5.103)] 2024-10-12 13:13:41,931 - Train: 38.16% [477350/1251000] [381.6/1000.0] [batch_t 0.122 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002055] [CE 4.635 (4.634)] [KD 5.401 (5.198)] 2024-10-12 13:13:47,992 - Train: 38.16% [477400/1251000] [381.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002055] [CE 4.789 (4.614)] [KD 5.604 (5.241)] 2024-10-12 13:13:53,914 - Train: 38.17% [477450/1251000] [381.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002054] [CE 4.568 (4.663)] [KD 5.199 (5.307)] 2024-10-12 13:14:00,144 - Train: 38.17% [477500/1251000] [381.7/1000.0] [batch_t 0.122 (0.125)] [data_t 0.002] [optim_t 0.120] [lr 0.002054] [CE 4.459 (4.622)] [KD 5.205 (5.167)] 2024-10-12 13:14:06,151 - Train: 38.17% [477550/1251000] [381.7/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002054] [CE 4.807 (4.643)] [KD 5.497 (5.204)] 2024-10-12 13:14:12,176 - Train: 38.18% [477600/1251000] [381.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.002054] [CE 4.459 (4.704)] [KD 5.188 (5.194)] 2024-10-12 13:14:18,303 - Train: 38.18% [477650/1251000] [381.8/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.118] [lr 0.002054] [CE 4.232 (4.590)] [KD 5.105 (5.145)] 2024-10-12 13:14:24,358 - Train: 38.19% [477700/1251000] [381.9/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002054] [CE 4.380 (4.631)] [KD 4.973 (5.179)] 2024-10-12 13:14:30,421 - Train: 38.19% [477750/1251000] [381.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002053] [CE 4.570 (4.594)] [KD 5.296 (5.208)] 2024-10-12 13:14:36,450 - Train: 38.19% [477800/1251000] [381.9/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002053] [CE 4.593 (4.645)] [KD 5.629 (5.308)] 2024-10-12 13:14:42,498 - Train: 38.20% [477850/1251000] [382.0/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002053] [CE 4.675 (4.674)] [KD 5.412 (5.331)] 2024-10-12 13:14:51,205 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 33166] [top5_cnt 43626] [top_all 50000] 2024-10-12 13:14:51,206 - net: 66.332 (87.252) 2024-10-12 13:14:56,140 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 36220] [top5_cnt 45381] [top_all 50000] 2024-10-12 13:14:56,140 - net_E: 72.440 (90.762) 2024-10-12 13:14:56,275 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.478 (epoch: 381)] 2024-10-12 13:14:56,276 - ==> Total time: 16:37:08 Eta: 1 day, 2:53:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:15:00,596 - Train: 38.20% [477900/1251000] [382.0/1000.0] [batch_t 0.118 (0.138)] [data_t 0.003] [optim_t 0.115] [lr 0.002053] [CE 4.682 (4.655)] [KD 5.131 (5.105)] 2024-10-12 13:15:06,458 - Train: 38.21% [477950/1251000] [382.1/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.002053] [CE 5.059 (4.630)] [KD 5.403 (5.180)] 2024-10-12 13:15:12,692 - Train: 38.21% [478000/1251000] [382.1/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002053] [CE 5.003 (4.607)] [KD 5.434 (5.175)] 2024-10-12 13:15:18,880 - Train: 38.21% [478050/1251000] [382.1/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002052] [CE 4.491 (4.617)] [KD 5.348 (5.167)] 2024-10-12 13:15:24,797 - Train: 38.22% [478100/1251000] [382.2/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002052] [CE 4.825 (4.582)] [KD 5.472 (5.140)] 2024-10-12 13:15:30,645 - Train: 38.22% [478150/1251000] [382.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002052] [CE 4.525 (4.624)] [KD 5.039 (5.182)] 2024-10-12 13:15:36,631 - Train: 38.23% [478200/1251000] [382.3/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002052] [CE 4.705 (4.627)] [KD 5.395 (5.224)] 2024-10-12 13:15:42,696 - Train: 38.23% [478250/1251000] [382.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002052] [CE 4.696 (4.612)] [KD 5.099 (5.128)] 2024-10-12 13:15:48,991 - Train: 38.23% [478300/1251000] [382.3/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002052] [CE 4.843 (4.617)] [KD 5.318 (5.119)] 2024-10-12 13:15:55,208 - Train: 38.24% [478350/1251000] [382.4/1000.0] [batch_t 0.120 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.002051] [CE 4.050 (4.606)] [KD 4.822 (5.172)] 2024-10-12 13:16:01,432 - Train: 38.24% [478400/1251000] [382.4/1000.0] [batch_t 0.127 (0.124)] [data_t 0.002] [optim_t 0.125] [lr 0.002051] [CE 3.930 (4.614)] [KD 5.113 (5.131)] 2024-10-12 13:16:07,458 - Train: 38.25% [478450/1251000] [382.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002051] [CE 4.859 (4.572)] [KD 5.163 (5.161)] 2024-10-12 13:16:13,462 - Train: 38.25% [478500/1251000] [382.5/1000.0] [batch_t 0.123 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002051] [CE 4.229 (4.697)] [KD 4.965 (5.139)] 2024-10-12 13:16:19,418 - Train: 38.25% [478550/1251000] [382.5/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002051] [CE 4.651 (4.641)] [KD 5.028 (5.177)] 2024-10-12 13:16:25,600 - Train: 38.26% [478600/1251000] [382.6/1000.0] [batch_t 0.124 (0.124)] [data_t 0.003] [optim_t 0.121] [lr 0.002050] [CE 5.103 (4.701)] [KD 5.592 (5.205)] 2024-10-12 13:16:31,475 - Train: 38.26% [478650/1251000] [382.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002050] [CE 4.720 (4.663)] [KD 5.163 (5.262)] 2024-10-12 13:16:37,705 - Train: 38.27% [478700/1251000] [382.7/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.119] [lr 0.002050] [CE 5.096 (4.640)] [KD 5.491 (5.227)] 2024-10-12 13:16:43,880 - Train: 38.27% [478750/1251000] [382.7/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.002050] [CE 4.730 (4.643)] [KD 5.380 (5.289)] 2024-10-12 13:16:49,996 - Train: 38.27% [478800/1251000] [382.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002050] [CE 4.428 (4.646)] [KD 5.215 (5.215)] 2024-10-12 13:16:56,008 - Train: 38.28% [478850/1251000] [382.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002050] [CE 4.701 (4.676)] [KD 5.073 (5.208)] 2024-10-12 13:17:02,014 - Train: 38.28% [478900/1251000] [382.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.002049] [CE 4.800 (4.637)] [KD 5.044 (5.189)] 2024-10-12 13:17:07,995 - Train: 38.29% [478950/1251000] [382.9/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002049] [CE 4.332 (4.591)] [KD 4.714 (5.142)] 2024-10-12 13:17:13,802 - Train: 38.29% [479000/1251000] [382.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.002049] [CE 4.642 (4.687)] [KD 5.169 (5.174)] 2024-10-12 13:17:19,634 - Train: 38.29% [479050/1251000] [382.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002049] [CE 4.292 (4.623)] [KD 5.007 (5.204)] 2024-10-12 13:17:25,630 - Train: 38.30% [479100/1251000] [383.0/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002049] [CE 4.865 (4.610)] [KD 5.300 (5.125)] 2024-10-12 13:17:34,688 - Test (net): 100.00% [50/50] [batch_t 0.136 (0.094)] [top1_cnt 32882] [top5_cnt 43546] [top_all 50000] 2024-10-12 13:17:34,689 - net: 65.764 (87.092) 2024-10-12 13:17:39,661 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 36244] [top5_cnt 45402] [top_all 50000] 2024-10-12 13:17:39,661 - net_E: 72.488 (90.804) 2024-10-12 13:17:39,794 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.488 (epoch: 383)] 2024-10-12 13:17:39,794 - ==> Total time: 16:39:52 Eta: 1 day, 2:50:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:17:45,573 - Train: 38.30% [479150/1251000] [383.0/1000.0] [batch_t 0.116 (0.145)] [data_t 0.003] [optim_t 0.113] [lr 0.002049] [CE 5.020 (4.617)] [KD 5.328 (5.168)] 2024-10-12 13:17:51,546 - Train: 38.31% [479200/1251000] [383.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002048] [CE 4.488 (4.634)] [KD 4.901 (5.193)] 2024-10-12 13:17:57,618 - Train: 38.31% [479250/1251000] [383.1/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002048] [CE 4.534 (4.657)] [KD 4.873 (5.135)] 2024-10-12 13:18:03,520 - Train: 38.31% [479300/1251000] [383.1/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.002048] [CE 4.939 (4.645)] [KD 5.347 (5.126)] 2024-10-12 13:18:09,477 - Train: 38.32% [479350/1251000] [383.2/1000.0] [batch_t 0.126 (0.119)] [data_t 0.003] [optim_t 0.124] [lr 0.002048] [CE 4.893 (4.665)] [KD 5.190 (5.168)] 2024-10-12 13:18:15,666 - Train: 38.32% [479400/1251000] [383.2/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002048] [CE 4.450 (4.543)] [KD 5.164 (5.127)] 2024-10-12 13:18:21,660 - Train: 38.33% [479450/1251000] [383.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002048] [CE 4.728 (4.657)] [KD 4.920 (5.125)] 2024-10-12 13:18:27,574 - Train: 38.33% [479500/1251000] [383.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002047] [CE 4.919 (4.620)] [KD 5.122 (5.090)] 2024-10-12 13:18:33,554 - Train: 38.33% [479550/1251000] [383.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002047] [CE 4.776 (4.676)] [KD 5.153 (5.176)] 2024-10-12 13:18:39,751 - Train: 38.34% [479600/1251000] [383.4/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002047] [CE 5.061 (4.680)] [KD 5.492 (5.217)] 2024-10-12 13:18:45,906 - Train: 38.34% [479650/1251000] [383.4/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002047] [CE 4.470 (4.564)] [KD 5.178 (5.199)] 2024-10-12 13:18:51,992 - Train: 38.35% [479700/1251000] [383.5/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.002047] [CE 4.653 (4.708)] [KD 4.832 (5.253)] 2024-10-12 13:18:58,009 - Train: 38.35% [479750/1251000] [383.5/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002046] [CE 4.782 (4.679)] [KD 5.265 (5.253)] 2024-10-12 13:19:04,110 - Train: 38.35% [479800/1251000] [383.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002046] [CE 4.076 (4.630)] [KD 4.858 (5.211)] 2024-10-12 13:19:10,258 - Train: 38.36% [479850/1251000] [383.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002046] [CE 4.582 (4.652)] [KD 5.356 (5.164)] 2024-10-12 13:19:16,233 - Train: 38.36% [479900/1251000] [383.6/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.121] [lr 0.002046] [CE 4.296 (4.596)] [KD 5.209 (5.172)] 2024-10-12 13:19:22,439 - Train: 38.37% [479950/1251000] [383.7/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002046] [CE 4.390 (4.655)] [KD 5.071 (5.223)] 2024-10-12 13:19:28,581 - Train: 38.37% [480000/1251000] [383.7/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002046] [CE 4.586 (4.604)] [KD 5.364 (5.244)] 2024-10-12 13:19:34,598 - Train: 38.37% [480050/1251000] [383.7/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002045] [CE 4.562 (4.664)] [KD 4.891 (5.218)] 2024-10-12 13:19:40,834 - Train: 38.38% [480100/1251000] [383.8/1000.0] [batch_t 0.119 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002045] [CE 4.629 (4.639)] [KD 5.302 (5.196)] 2024-10-12 13:19:46,745 - Train: 38.38% [480150/1251000] [383.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002045] [CE 4.885 (4.645)] [KD 5.297 (5.204)] 2024-10-12 13:19:52,736 - Train: 38.39% [480200/1251000] [383.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002045] [CE 4.447 (4.608)] [KD 4.988 (5.176)] 2024-10-12 13:19:58,813 - Train: 38.39% [480250/1251000] [383.9/1000.0] [batch_t 0.234 (0.121)] [data_t 0.003] [optim_t 0.232] [lr 0.002045] [CE 4.711 (4.631)] [KD 5.708 (5.236)] 2024-10-12 13:20:04,802 - Train: 38.39% [480300/1251000] [383.9/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002045] [CE 4.358 (4.711)] [KD 5.074 (5.249)] 2024-10-12 13:20:10,999 - Train: 38.40% [480350/1251000] [384.0/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002044] [CE 4.335 (4.594)] [KD 5.129 (5.172)] 2024-10-12 13:20:20,159 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 32427] [top5_cnt 43128] [top_all 50000] 2024-10-12 13:20:20,160 - net: 64.854 (86.256) 2024-10-12 13:20:25,241 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.095)] [top1_cnt 36273] [top5_cnt 45415] [top_all 50000] 2024-10-12 13:20:25,242 - net_E: 72.546 (90.830) 2024-10-12 13:20:25,385 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.546 (epoch: 384)] 2024-10-12 13:20:25,385 - ==> Total time: 16:42:38 Eta: 1 day, 2:48:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:20:30,364 - Train: 38.40% [480400/1251000] [384.0/1000.0] [batch_t 0.121 (0.141)] [data_t 0.002] [optim_t 0.118] [lr 0.002044] [CE 4.687 (4.660)] [KD 5.124 (5.149)] 2024-10-12 13:20:36,424 - Train: 38.41% [480450/1251000] [384.1/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002044] [CE 4.751 (4.662)] [KD 5.288 (5.151)] 2024-10-12 13:20:42,436 - Train: 38.41% [480500/1251000] [384.1/1000.0] [batch_t 0.125 (0.120)] [data_t 0.003] [optim_t 0.123] [lr 0.002044] [CE 4.516 (4.589)] [KD 5.203 (5.100)] 2024-10-12 13:20:48,544 - Train: 38.41% [480550/1251000] [384.1/1000.0] [batch_t 0.120 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002044] [CE 4.176 (4.529)] [KD 4.601 (5.158)] 2024-10-12 13:20:54,769 - Train: 38.42% [480600/1251000] [384.2/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.002044] [CE 4.645 (4.662)] [KD 5.334 (5.221)] 2024-10-12 13:21:00,758 - Train: 38.42% [480650/1251000] [384.2/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.002043] [CE 4.935 (4.618)] [KD 5.383 (5.142)] 2024-10-12 13:21:07,066 - Train: 38.43% [480700/1251000] [384.3/1000.0] [batch_t 0.121 (0.126)] [data_t 0.003] [optim_t 0.118] [lr 0.002043] [CE 4.596 (4.699)] [KD 5.364 (5.258)] 2024-10-12 13:21:13,187 - Train: 38.43% [480750/1251000] [384.3/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002043] [CE 4.726 (4.579)] [KD 5.254 (5.231)] 2024-10-12 13:21:19,309 - Train: 38.43% [480800/1251000] [384.3/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.002043] [CE 4.874 (4.589)] [KD 5.160 (5.096)] 2024-10-12 13:21:25,354 - Train: 38.44% [480850/1251000] [384.4/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002043] [CE 4.177 (4.622)] [KD 5.239 (5.172)] 2024-10-12 13:21:31,547 - Train: 38.44% [480900/1251000] [384.4/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002042] [CE 4.801 (4.585)] [KD 5.216 (5.063)] 2024-10-12 13:21:37,539 - Train: 38.45% [480950/1251000] [384.5/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002042] [CE 4.414 (4.623)] [KD 5.211 (5.089)] 2024-10-12 13:21:43,615 - Train: 38.45% [481000/1251000] [384.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002042] [CE 4.335 (4.553)] [KD 5.022 (5.132)] 2024-10-12 13:21:49,847 - Train: 38.45% [481050/1251000] [384.5/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002042] [CE 4.627 (4.624)] [KD 5.109 (5.129)] 2024-10-12 13:21:55,966 - Train: 38.46% [481100/1251000] [384.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.002042] [CE 4.744 (4.641)] [KD 5.022 (5.133)] 2024-10-12 13:22:02,110 - Train: 38.46% [481150/1251000] [384.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002042] [CE 4.215 (4.535)] [KD 4.896 (5.083)] 2024-10-12 13:22:08,366 - Train: 38.47% [481200/1251000] [384.7/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002041] [CE 4.517 (4.645)] [KD 5.279 (5.165)] 2024-10-12 13:22:14,357 - Train: 38.47% [481250/1251000] [384.7/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002041] [CE 4.629 (4.621)] [KD 5.364 (5.171)] 2024-10-12 13:22:20,645 - Train: 38.47% [481300/1251000] [384.7/1000.0] [batch_t 0.122 (0.126)] [data_t 0.003] [optim_t 0.119] [lr 0.002041] [CE 4.678 (4.620)] [KD 5.175 (5.113)] 2024-10-12 13:22:26,626 - Train: 38.48% [481350/1251000] [384.8/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002041] [CE 4.561 (4.614)] [KD 5.113 (5.128)] 2024-10-12 13:22:32,609 - Train: 38.48% [481400/1251000] [384.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002041] [CE 4.469 (4.645)] [KD 5.241 (5.228)] 2024-10-12 13:22:38,764 - Train: 38.49% [481450/1251000] [384.9/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.117] [lr 0.002041] [CE 4.553 (4.652)] [KD 5.044 (5.238)] 2024-10-12 13:22:45,078 - Train: 38.49% [481500/1251000] [384.9/1000.0] [batch_t 0.120 (0.126)] [data_t 0.002] [optim_t 0.117] [lr 0.002040] [CE 4.772 (4.618)] [KD 5.131 (5.132)] 2024-10-12 13:22:51,292 - Train: 38.49% [481550/1251000] [384.9/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.119] [lr 0.002040] [CE 5.184 (4.689)] [KD 5.382 (5.231)] 2024-10-12 13:22:57,681 - Train: 38.50% [481600/1251000] [385.0/1000.0] [batch_t 0.119 (0.128)] [data_t 0.002] [optim_t 0.117] [lr 0.002040] [CE 4.453 (4.600)] [KD 5.354 (5.163)] 2024-10-12 13:23:06,789 - Test (net): 100.00% [50/50] [batch_t 0.016 (0.095)] [top1_cnt 33379] [top5_cnt 43706] [top_all 50000] 2024-10-12 13:23:06,790 - net: 66.758 (87.412) 2024-10-12 13:23:11,943 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.096)] [top1_cnt 36300] [top5_cnt 45427] [top_all 50000] 2024-10-12 13:23:11,944 - net_E: 72.600 (90.854) 2024-10-12 13:23:12,095 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:23:12,095 - ==> Total time: 16:45:24 Eta: 1 day, 2:46:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:23:16,781 - Train: 38.50% [481650/1251000] [385.0/1000.0] [batch_t 0.119 (0.136)] [data_t 0.003] [optim_t 0.116] [lr 0.002040] [CE 4.538 (4.591)] [KD 5.386 (5.141)] 2024-10-12 13:23:22,858 - Train: 38.51% [481700/1251000] [385.1/1000.0] [batch_t 0.123 (0.121)] [data_t 0.003] [optim_t 0.120] [lr 0.002040] [CE 4.997 (4.602)] [KD 5.210 (5.063)] 2024-10-12 13:23:28,804 - Train: 38.51% [481750/1251000] [385.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.002040] [CE 4.384 (4.640)] [KD 5.190 (5.054)] 2024-10-12 13:23:34,795 - Train: 38.51% [481800/1251000] [385.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.002039] [CE 4.292 (4.542)] [KD 4.970 (5.098)] 2024-10-12 13:23:40,787 - Train: 38.52% [481850/1251000] [385.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002039] [CE 4.353 (4.569)] [KD 4.908 (5.141)] 2024-10-12 13:23:46,966 - Train: 38.52% [481900/1251000] [385.2/1000.0] [batch_t 0.119 (0.123)] [data_t 0.003] [optim_t 0.116] [lr 0.002039] [CE 5.003 (4.671)] [KD 5.347 (5.174)] 2024-10-12 13:23:53,171 - Train: 38.53% [481950/1251000] [385.3/1000.0] [batch_t 0.119 (0.124)] [data_t 0.002] [optim_t 0.117] [lr 0.002039] [CE 4.805 (4.647)] [KD 5.274 (5.106)] 2024-10-12 13:23:59,353 - Train: 38.53% [482000/1251000] [385.3/1000.0] [batch_t 0.121 (0.124)] [data_t 0.002] [optim_t 0.119] [lr 0.002039] [CE 5.070 (4.690)] [KD 5.390 (5.139)] 2024-10-12 13:24:05,728 - Train: 38.53% [482050/1251000] [385.3/1000.0] [batch_t 0.122 (0.127)] [data_t 0.002] [optim_t 0.120] [lr 0.002038] [CE 4.566 (4.637)] [KD 5.249 (5.229)] 2024-10-12 13:24:12,083 - Train: 38.54% [482100/1251000] [385.4/1000.0] [batch_t 0.127 (0.127)] [data_t 0.002] [optim_t 0.125] [lr 0.002038] [CE 4.480 (4.658)] [KD 5.188 (5.197)] 2024-10-12 13:24:18,300 - Train: 38.54% [482150/1251000] [385.4/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.114] [lr 0.002038] [CE 4.782 (4.610)] [KD 4.866 (5.118)] 2024-10-12 13:24:24,398 - Train: 38.55% [482200/1251000] [385.5/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002038] [CE 5.036 (4.610)] [KD 5.316 (5.118)] 2024-10-12 13:24:30,456 - Train: 38.55% [482250/1251000] [385.5/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.002038] [CE 4.407 (4.584)] [KD 5.039 (5.111)] 2024-10-12 13:24:36,509 - Train: 38.55% [482300/1251000] [385.5/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002038] [CE 5.135 (4.647)] [KD 5.436 (5.153)] 2024-10-12 13:24:42,644 - Train: 38.56% [482350/1251000] [385.6/1000.0] [batch_t 0.124 (0.123)] [data_t 0.003] [optim_t 0.121] [lr 0.002037] [CE 5.041 (4.637)] [KD 5.361 (5.120)] 2024-10-12 13:24:48,764 - Train: 38.56% [482400/1251000] [385.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002037] [CE 4.429 (4.648)] [KD 5.152 (5.212)] 2024-10-12 13:24:54,905 - Train: 38.57% [482450/1251000] [385.7/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002037] [CE 4.428 (4.626)] [KD 5.143 (5.163)] 2024-10-12 13:25:00,937 - Train: 38.57% [482500/1251000] [385.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002037] [CE 4.735 (4.696)] [KD 5.075 (5.287)] 2024-10-12 13:25:07,022 - Train: 38.57% [482550/1251000] [385.7/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002037] [CE 4.955 (4.669)] [KD 5.339 (5.232)] 2024-10-12 13:25:13,314 - Train: 38.58% [482600/1251000] [385.8/1000.0] [batch_t 0.120 (0.126)] [data_t 0.003] [optim_t 0.117] [lr 0.002037] [CE 4.248 (4.616)] [KD 5.188 (5.180)] 2024-10-12 13:25:19,555 - Train: 38.58% [482650/1251000] [385.8/1000.0] [batch_t 0.127 (0.125)] [data_t 0.003] [optim_t 0.125] [lr 0.002036] [CE 5.052 (4.633)] [KD 5.161 (5.212)] 2024-10-12 13:25:25,626 - Train: 38.59% [482700/1251000] [385.9/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002036] [CE 4.794 (4.656)] [KD 5.087 (5.195)] 2024-10-12 13:25:31,762 - Train: 38.59% [482750/1251000] [385.9/1000.0] [batch_t 0.121 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.002036] [CE 4.698 (4.661)] [KD 5.065 (5.181)] 2024-10-12 13:25:38,012 - Train: 38.59% [482800/1251000] [385.9/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002036] [CE 4.655 (4.630)] [KD 5.504 (5.201)] 2024-10-12 13:25:43,979 - Train: 38.60% [482850/1251000] [386.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002036] [CE 4.724 (4.602)] [KD 4.932 (5.143)] 2024-10-12 13:25:53,247 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32856] [top5_cnt 43545] [top_all 50000] 2024-10-12 13:25:53,247 - net: 65.712 (87.090) 2024-10-12 13:25:58,511 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.099)] [top1_cnt 36293] [top5_cnt 45423] [top_all 50000] 2024-10-12 13:25:58,512 - net_E: 72.586 (90.846) 2024-10-12 13:25:58,652 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:25:58,653 - ==> Total time: 16:48:11 Eta: 1 day, 2:43:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:26:02,108 - Train: 38.60% [482900/1251000] [386.0/1000.0] [batch_t 0.115 (0.156)] [data_t 0.003] [optim_t 0.113] [lr 0.002035] [CE 4.265 (4.443)] [KD 5.325 (5.120)] 2024-10-12 13:26:08,163 - Train: 38.61% [482950/1251000] [386.1/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.002035] [CE 4.115 (4.618)] [KD 4.778 (5.143)] 2024-10-12 13:26:14,223 - Train: 38.61% [483000/1251000] [386.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.002035] [CE 4.961 (4.627)] [KD 5.177 (5.034)] 2024-10-12 13:26:20,133 - Train: 38.61% [483050/1251000] [386.1/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.002035] [CE 4.297 (4.631)] [KD 4.911 (5.123)] 2024-10-12 13:26:26,371 - Train: 38.62% [483100/1251000] [386.2/1000.0] [batch_t 0.121 (0.125)] [data_t 0.002] [optim_t 0.119] [lr 0.002035] [CE 4.570 (4.636)] [KD 5.157 (5.181)] 2024-10-12 13:26:32,898 - Train: 38.62% [483150/1251000] [386.2/1000.0] [batch_t 0.119 (0.130)] [data_t 0.002] [optim_t 0.116] [lr 0.002035] [CE 4.495 (4.676)] [KD 5.302 (5.157)] 2024-10-12 13:26:38,966 - Train: 38.63% [483200/1251000] [386.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002034] [CE 4.284 (4.666)] [KD 5.138 (5.150)] 2024-10-12 13:26:44,826 - Train: 38.63% [483250/1251000] [386.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002034] [CE 4.503 (4.589)] [KD 4.699 (5.093)] 2024-10-12 13:26:50,789 - Train: 38.63% [483300/1251000] [386.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002034] [CE 4.777 (4.635)] [KD 5.264 (5.208)] 2024-10-12 13:26:56,754 - Train: 38.64% [483350/1251000] [386.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002034] [CE 4.658 (4.559)] [KD 4.622 (5.043)] 2024-10-12 13:27:02,830 - Train: 38.64% [483400/1251000] [386.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.002034] [CE 4.353 (4.605)] [KD 4.961 (5.191)] 2024-10-12 13:27:08,847 - Train: 38.65% [483450/1251000] [386.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002034] [CE 4.328 (4.574)] [KD 4.897 (5.065)] 2024-10-12 13:27:14,829 - Train: 38.65% [483500/1251000] [386.5/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002033] [CE 4.850 (4.637)] [KD 5.233 (5.145)] 2024-10-12 13:27:20,741 - Train: 38.65% [483550/1251000] [386.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.002033] [CE 4.568 (4.582)] [KD 5.365 (5.127)] 2024-10-12 13:27:26,729 - Train: 38.66% [483600/1251000] [386.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002033] [CE 4.672 (4.729)] [KD 5.419 (5.276)] 2024-10-12 13:27:32,536 - Train: 38.66% [483650/1251000] [386.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.002033] [CE 4.177 (4.571)] [KD 4.823 (5.150)] 2024-10-12 13:27:38,579 - Train: 38.67% [483700/1251000] [386.7/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.002033] [CE 4.449 (4.586)] [KD 5.032 (5.141)] 2024-10-12 13:27:44,599 - Train: 38.67% [483750/1251000] [386.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.002033] [CE 4.803 (4.680)] [KD 5.282 (5.214)] 2024-10-12 13:27:50,519 - Train: 38.67% [483800/1251000] [386.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.002032] [CE 4.993 (4.681)] [KD 5.599 (5.217)] 2024-10-12 13:27:56,434 - Train: 38.68% [483850/1251000] [386.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.002032] [CE 4.945 (4.577)] [KD 4.931 (5.170)] 2024-10-12 13:28:02,204 - Train: 38.68% [483900/1251000] [386.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002032] [CE 4.493 (4.617)] [KD 4.981 (5.153)] 2024-10-12 13:28:08,205 - Train: 38.69% [483950/1251000] [386.9/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.002032] [CE 4.279 (4.656)] [KD 5.167 (5.153)] 2024-10-12 13:28:14,481 - Train: 38.69% [484000/1251000] [386.9/1000.0] [batch_t 0.116 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002032] [CE 4.875 (4.656)] [KD 4.944 (5.141)] 2024-10-12 13:28:20,410 - Train: 38.69% [484050/1251000] [386.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002031] [CE 4.500 (4.563)] [KD 5.382 (5.107)] 2024-10-12 13:28:26,260 - Train: 38.70% [484100/1251000] [387.0/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.002031] [CE 4.241 (4.586)] [KD 4.920 (5.250)] 2024-10-12 13:28:35,718 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 32328] [top5_cnt 43226] [top_all 50000] 2024-10-12 13:28:35,718 - net: 64.656 (86.452) 2024-10-12 13:28:40,838 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 36263] [top5_cnt 45459] [top_all 50000] 2024-10-12 13:28:40,838 - net_E: 72.526 (90.918) 2024-10-12 13:28:40,983 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:28:40,983 - ==> Total time: 16:50:53 Eta: 1 day, 2:41:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:28:44,077 - Train: 38.70% [484150/1251000] [387.0/1000.0] [batch_t 0.120 (0.152)] [data_t 0.002] [optim_t 0.118] [lr 0.002031] [CE 4.856 (4.582)] [KD 5.253 (5.116)] 2024-10-12 13:28:50,244 - Train: 38.71% [484200/1251000] [387.1/1000.0] [batch_t 0.126 (0.123)] [data_t 0.003] [optim_t 0.123] [lr 0.002031] [CE 4.964 (4.611)] [KD 5.400 (5.108)] 2024-10-12 13:28:56,112 - Train: 38.71% [484250/1251000] [387.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.002031] [CE 4.121 (4.650)] [KD 4.914 (5.216)] 2024-10-12 13:29:02,148 - Train: 38.71% [484300/1251000] [387.1/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002031] [CE 4.350 (4.570)] [KD 5.095 (5.099)] 2024-10-12 13:29:08,523 - Train: 38.72% [484350/1251000] [387.2/1000.0] [batch_t 0.114 (0.127)] [data_t 0.003] [optim_t 0.112] [lr 0.002030] [CE 4.707 (4.604)] [KD 5.335 (5.127)] 2024-10-12 13:29:14,538 - Train: 38.72% [484400/1251000] [387.2/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.002030] [CE 4.737 (4.550)] [KD 5.328 (5.151)] 2024-10-12 13:29:20,447 - Train: 38.73% [484450/1251000] [387.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.002030] [CE 4.407 (4.649)] [KD 5.242 (5.179)] 2024-10-12 13:29:26,383 - Train: 38.73% [484500/1251000] [387.3/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.002030] [CE 4.730 (4.641)] [KD 5.284 (5.224)] 2024-10-12 13:29:32,484 - Train: 38.73% [484550/1251000] [387.3/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002030] [CE 4.547 (4.613)] [KD 5.416 (5.200)] 2024-10-12 13:29:38,432 - Train: 38.74% [484600/1251000] [387.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002030] [CE 4.671 (4.590)] [KD 5.289 (5.152)] 2024-10-12 13:29:44,513 - Train: 38.74% [484650/1251000] [387.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002029] [CE 4.847 (4.574)] [KD 5.349 (5.103)] 2024-10-12 13:29:50,574 - Train: 38.75% [484700/1251000] [387.5/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002029] [CE 4.423 (4.586)] [KD 5.105 (5.117)] 2024-10-12 13:29:56,472 - Train: 38.75% [484750/1251000] [387.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002029] [CE 4.596 (4.695)] [KD 5.135 (5.150)] 2024-10-12 13:30:02,464 - Train: 38.75% [484800/1251000] [387.5/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.120] [lr 0.002029] [CE 4.748 (4.626)] [KD 5.258 (5.135)] 2024-10-12 13:30:08,382 - Train: 38.76% [484850/1251000] [387.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002029] [CE 4.989 (4.634)] [KD 4.964 (5.201)] 2024-10-12 13:30:14,630 - Train: 38.76% [484900/1251000] [387.6/1000.0] [batch_t 0.245 (0.125)] [data_t 0.003] [optim_t 0.242] [lr 0.002029] [CE 4.416 (4.603)] [KD 4.999 (5.153)] 2024-10-12 13:30:20,580 - Train: 38.76% [484950/1251000] [387.6/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.002028] [CE 4.805 (4.745)] [KD 5.198 (5.231)] 2024-10-12 13:30:26,817 - Train: 38.77% [485000/1251000] [387.7/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.002028] [CE 4.682 (4.675)] [KD 5.482 (5.247)] 2024-10-12 13:30:32,752 - Train: 38.77% [485050/1251000] [387.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002028] [CE 4.806 (4.646)] [KD 5.453 (5.155)] 2024-10-12 13:30:38,666 - Train: 38.78% [485100/1251000] [387.8/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.002028] [CE 4.231 (4.639)] [KD 5.040 (5.162)] 2024-10-12 13:30:44,727 - Train: 38.78% [485150/1251000] [387.8/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002028] [CE 3.687 (4.685)] [KD 4.633 (5.208)] 2024-10-12 13:30:51,118 - Train: 38.78% [485200/1251000] [387.8/1000.0] [batch_t 0.116 (0.128)] [data_t 0.003] [optim_t 0.113] [lr 0.002027] [CE 4.832 (4.587)] [KD 5.111 (5.149)] 2024-10-12 13:30:57,060 - Train: 38.79% [485250/1251000] [387.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.112] [lr 0.002027] [CE 4.810 (4.644)] [KD 5.110 (5.234)] 2024-10-12 13:31:03,080 - Train: 38.79% [485300/1251000] [387.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002027] [CE 4.879 (4.627)] [KD 5.267 (5.225)] 2024-10-12 13:31:08,950 - Train: 38.80% [485350/1251000] [388.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002027] [CE 5.128 (4.615)] [KD 5.363 (5.155)] 2024-10-12 13:31:18,298 - Test (net): 100.00% [50/50] [batch_t 0.018 (0.095)] [top1_cnt 32841] [top5_cnt 43429] [top_all 50000] 2024-10-12 13:31:18,298 - net: 65.682 (86.858) 2024-10-12 13:31:23,388 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 36280] [top5_cnt 45424] [top_all 50000] 2024-10-12 13:31:23,388 - net_E: 72.560 (90.848) 2024-10-12 13:31:23,545 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:31:23,546 - ==> Total time: 16:53:36 Eta: 1 day, 2:38:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:31:26,708 - Train: 38.80% [485400/1251000] [388.0/1000.0] [batch_t 0.117 (0.169)] [data_t 0.003] [optim_t 0.115] [lr 0.002027] [CE 5.082 (4.695)] [KD 5.591 (5.307)] 2024-10-12 13:31:32,661 - Train: 38.80% [485450/1251000] [388.0/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002027] [CE 4.719 (4.577)] [KD 5.194 (5.091)] 2024-10-12 13:31:38,956 - Train: 38.81% [485500/1251000] [388.1/1000.0] [batch_t 0.264 (0.126)] [data_t 0.002] [optim_t 0.261] [lr 0.002026] [CE 4.607 (4.562)] [KD 5.145 (5.085)] 2024-10-12 13:31:45,162 - Train: 38.81% [485550/1251000] [388.1/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002026] [CE 4.939 (4.569)] [KD 5.309 (5.095)] 2024-10-12 13:31:51,388 - Train: 38.82% [485600/1251000] [388.2/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002026] [CE 4.088 (4.661)] [KD 4.835 (5.179)] 2024-10-12 13:31:57,262 - Train: 38.82% [485650/1251000] [388.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002026] [CE 4.420 (4.653)] [KD 5.095 (5.151)] 2024-10-12 13:32:03,449 - Train: 38.82% [485700/1251000] [388.2/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002026] [CE 4.413 (4.595)] [KD 5.239 (5.173)] 2024-10-12 13:32:09,389 - Train: 38.83% [485750/1251000] [388.3/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002026] [CE 4.991 (4.677)] [KD 5.104 (5.176)] 2024-10-12 13:32:15,312 - Train: 38.83% [485800/1251000] [388.3/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.002025] [CE 4.951 (4.688)] [KD 5.394 (5.179)] 2024-10-12 13:32:21,266 - Train: 38.84% [485850/1251000] [388.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002025] [CE 4.607 (4.604)] [KD 5.224 (5.101)] 2024-10-12 13:32:27,299 - Train: 38.84% [485900/1251000] [388.4/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002025] [CE 4.345 (4.611)] [KD 4.918 (5.184)] 2024-10-12 13:32:33,689 - Train: 38.84% [485950/1251000] [388.4/1000.0] [batch_t 0.119 (0.128)] [data_t 0.003] [optim_t 0.117] [lr 0.002025] [CE 4.361 (4.571)] [KD 5.120 (5.150)] 2024-10-12 13:32:39,872 - Train: 38.85% [486000/1251000] [388.5/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002025] [CE 4.934 (4.650)] [KD 5.360 (5.148)] 2024-10-12 13:32:45,996 - Train: 38.85% [486050/1251000] [388.5/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002024] [CE 4.433 (4.698)] [KD 4.767 (5.203)] 2024-10-12 13:32:51,902 - Train: 38.86% [486100/1251000] [388.6/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.002024] [CE 4.687 (4.652)] [KD 5.037 (5.237)] 2024-10-12 13:32:57,952 - Train: 38.86% [486150/1251000] [388.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002024] [CE 4.379 (4.636)] [KD 4.740 (5.174)] 2024-10-12 13:33:03,904 - Train: 38.86% [486200/1251000] [388.6/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.118] [lr 0.002024] [CE 4.834 (4.607)] [KD 5.253 (5.181)] 2024-10-12 13:33:09,994 - Train: 38.87% [486250/1251000] [388.7/1000.0] [batch_t 0.125 (0.122)] [data_t 0.003] [optim_t 0.122] [lr 0.002024] [CE 4.791 (4.619)] [KD 5.097 (5.151)] 2024-10-12 13:33:16,107 - Train: 38.87% [486300/1251000] [388.7/1000.0] [batch_t 0.125 (0.122)] [data_t 0.003] [optim_t 0.123] [lr 0.002024] [CE 4.451 (4.609)] [KD 4.858 (5.078)] 2024-10-12 13:33:22,404 - Train: 38.88% [486350/1251000] [388.8/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.002023] [CE 4.631 (4.622)] [KD 5.156 (5.177)] 2024-10-12 13:33:28,703 - Train: 38.88% [486400/1251000] [388.8/1000.0] [batch_t 0.119 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.002023] [CE 4.676 (4.581)] [KD 5.132 (5.136)] 2024-10-12 13:33:34,920 - Train: 38.88% [486450/1251000] [388.8/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.002023] [CE 4.724 (4.647)] [KD 5.123 (5.133)] 2024-10-12 13:33:40,958 - Train: 38.89% [486500/1251000] [388.9/1000.0] [batch_t 0.125 (0.121)] [data_t 0.003] [optim_t 0.122] [lr 0.002023] [CE 4.739 (4.612)] [KD 5.172 (5.113)] 2024-10-12 13:33:47,127 - Train: 38.89% [486550/1251000] [388.9/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002023] [CE 4.005 (4.678)] [KD 5.070 (5.184)] 2024-10-12 13:33:53,161 - Train: 38.90% [486600/1251000] [389.0/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002023] [CE 4.390 (4.529)] [KD 5.037 (5.130)] 2024-10-12 13:34:02,897 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.097)] [top1_cnt 33054] [top5_cnt 43689] [top_all 50000] 2024-10-12 13:34:02,897 - net: 66.108 (87.378) 2024-10-12 13:34:08,198 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.098)] [top1_cnt 36299] [top5_cnt 45417] [top_all 50000] 2024-10-12 13:34:08,199 - net_E: 72.598 (90.834) 2024-10-12 13:34:08,345 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:34:08,346 - ==> Total time: 16:56:21 Eta: 1 day, 2:36:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:34:11,474 - Train: 38.90% [486650/1251000] [389.0/1000.0] [batch_t 0.124 (0.167)] [data_t 0.003] [optim_t 0.121] [lr 0.002022] [CE 4.561 (4.672)] [KD 5.083 (5.177)] 2024-10-12 13:34:17,524 - Train: 38.90% [486700/1251000] [389.0/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002022] [CE 4.210 (4.625)] [KD 4.650 (5.112)] 2024-10-12 13:34:23,985 - Train: 38.91% [486750/1251000] [389.1/1000.0] [batch_t 0.123 (0.129)] [data_t 0.003] [optim_t 0.120] [lr 0.002022] [CE 4.582 (4.588)] [KD 4.786 (5.086)] 2024-10-12 13:34:30,008 - Train: 38.91% [486800/1251000] [389.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002022] [CE 4.611 (4.636)] [KD 4.999 (5.132)] 2024-10-12 13:34:36,150 - Train: 38.92% [486850/1251000] [389.2/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.002022] [CE 5.133 (4.675)] [KD 5.309 (5.154)] 2024-10-12 13:34:42,098 - Train: 38.92% [486900/1251000] [389.2/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.002022] [CE 4.116 (4.634)] [KD 4.914 (5.087)] 2024-10-12 13:34:47,968 - Train: 38.92% [486950/1251000] [389.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.002021] [CE 4.356 (4.578)] [KD 5.218 (5.143)] 2024-10-12 13:34:53,951 - Train: 38.93% [487000/1251000] [389.3/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002021] [CE 4.449 (4.657)] [KD 5.138 (5.197)] 2024-10-12 13:35:00,250 - Train: 38.93% [487050/1251000] [389.3/1000.0] [batch_t 0.118 (0.126)] [data_t 0.002] [optim_t 0.116] [lr 0.002021] [CE 4.633 (4.621)] [KD 5.301 (5.105)] 2024-10-12 13:35:06,279 - Train: 38.94% [487100/1251000] [389.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002021] [CE 4.862 (4.520)] [KD 5.359 (5.033)] 2024-10-12 13:35:12,085 - Train: 38.94% [487150/1251000] [389.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.002021] [CE 4.397 (4.511)] [KD 5.031 (5.045)] 2024-10-12 13:35:18,047 - Train: 38.94% [487200/1251000] [389.4/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.002020] [CE 4.571 (4.613)] [KD 5.101 (5.161)] 2024-10-12 13:35:23,957 - Train: 38.95% [487250/1251000] [389.5/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002020] [CE 4.555 (4.642)] [KD 5.204 (5.127)] 2024-10-12 13:35:30,273 - Train: 38.95% [487300/1251000] [389.5/1000.0] [batch_t 0.114 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002020] [CE 4.837 (4.591)] [KD 5.168 (5.050)] 2024-10-12 13:35:36,365 - Train: 38.96% [487350/1251000] [389.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.002020] [CE 4.937 (4.684)] [KD 5.189 (5.137)] 2024-10-12 13:35:42,514 - Train: 38.96% [487400/1251000] [389.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002020] [CE 4.501 (4.653)] [KD 5.213 (5.241)] 2024-10-12 13:35:48,539 - Train: 38.96% [487450/1251000] [389.6/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.002020] [CE 4.692 (4.682)] [KD 5.256 (5.190)] 2024-10-12 13:35:54,505 - Train: 38.97% [487500/1251000] [389.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002019] [CE 4.118 (4.582)] [KD 4.771 (5.123)] 2024-10-12 13:36:00,565 - Train: 38.97% [487550/1251000] [389.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.002019] [CE 4.567 (4.677)] [KD 5.087 (5.148)] 2024-10-12 13:36:06,595 - Train: 38.98% [487600/1251000] [389.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.002019] [CE 4.328 (4.660)] [KD 4.903 (5.198)] 2024-10-12 13:36:12,651 - Train: 38.98% [487650/1251000] [389.8/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002019] [CE 5.113 (4.617)] [KD 5.177 (5.212)] 2024-10-12 13:36:18,810 - Train: 38.98% [487700/1251000] [389.8/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002019] [CE 4.744 (4.712)] [KD 5.002 (5.219)] 2024-10-12 13:36:25,026 - Train: 38.99% [487750/1251000] [389.9/1000.0] [batch_t 0.125 (0.124)] [data_t 0.003] [optim_t 0.122] [lr 0.002019] [CE 4.521 (4.710)] [KD 5.170 (5.160)] 2024-10-12 13:36:30,884 - Train: 38.99% [487800/1251000] [389.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002018] [CE 4.733 (4.615)] [KD 5.330 (5.217)] 2024-10-12 13:36:36,977 - Train: 39.00% [487850/1251000] [390.0/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.002018] [CE 5.108 (4.659)] [KD 5.350 (5.221)] 2024-10-12 13:36:46,742 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.093)] [top1_cnt 33016] [top5_cnt 43590] [top_all 50000] 2024-10-12 13:36:46,743 - net: 66.032 (87.180) 2024-10-12 13:36:51,861 - Test (net_E): 100.00% [50/50] [batch_t 0.047 (0.094)] [top1_cnt 36249] [top5_cnt 45438] [top_all 50000] 2024-10-12 13:36:51,862 - net_E: 72.498 (90.876) 2024-10-12 13:36:52,011 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:36:52,011 - ==> Total time: 16:59:04 Eta: 1 day, 2:33:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:36:56,677 - Train: 39.00% [487900/1251000] [390.0/1000.0] [batch_t 0.121 (0.155)] [data_t 0.003] [optim_t 0.118] [lr 0.002018] [CE 4.667 (4.612)] [KD 5.122 (5.111)] 2024-10-12 13:37:02,803 - Train: 39.00% [487950/1251000] [390.0/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.002018] [CE 4.740 (4.588)] [KD 5.165 (5.143)] 2024-10-12 13:37:09,003 - Train: 39.01% [488000/1251000] [390.1/1000.0] [batch_t 0.116 (0.124)] [data_t 0.003] [optim_t 0.113] [lr 0.002018] [CE 4.507 (4.535)] [KD 5.129 (5.107)] 2024-10-12 13:37:15,186 - Train: 39.01% [488050/1251000] [390.1/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002017] [CE 5.019 (4.611)] [KD 5.350 (5.157)] 2024-10-12 13:37:21,127 - Train: 39.02% [488100/1251000] [390.2/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002017] [CE 4.407 (4.634)] [KD 5.095 (5.197)] 2024-10-12 13:37:27,197 - Train: 39.02% [488150/1251000] [390.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002017] [CE 4.406 (4.597)] [KD 5.164 (5.134)] 2024-10-12 13:37:33,238 - Train: 39.02% [488200/1251000] [390.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.002017] [CE 4.831 (4.583)] [KD 5.064 (5.115)] 2024-10-12 13:37:39,341 - Train: 39.03% [488250/1251000] [390.3/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.002017] [CE 4.901 (4.543)] [KD 5.147 (5.068)] 2024-10-12 13:37:45,573 - Train: 39.03% [488300/1251000] [390.3/1000.0] [batch_t 0.120 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002017] [CE 5.035 (4.634)] [KD 5.570 (5.174)] 2024-10-12 13:37:51,756 - Train: 39.04% [488350/1251000] [390.4/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002016] [CE 4.652 (4.622)] [KD 5.412 (5.206)] 2024-10-12 13:37:57,843 - Train: 39.04% [488400/1251000] [390.4/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.002016] [CE 4.711 (4.691)] [KD 5.103 (5.192)] 2024-10-12 13:38:03,894 - Train: 39.04% [488450/1251000] [390.4/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.002016] [CE 4.200 (4.641)] [KD 5.091 (5.125)] 2024-10-12 13:38:09,923 - Train: 39.05% [488500/1251000] [390.5/1000.0] [batch_t 0.125 (0.120)] [data_t 0.002] [optim_t 0.122] [lr 0.002016] [CE 4.386 (4.595)] [KD 5.255 (5.200)] 2024-10-12 13:38:16,167 - Train: 39.05% [488550/1251000] [390.5/1000.0] [batch_t 0.119 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002016] [CE 4.345 (4.637)] [KD 4.713 (5.098)] 2024-10-12 13:38:22,294 - Train: 39.06% [488600/1251000] [390.6/1000.0] [batch_t 0.131 (0.122)] [data_t 0.003] [optim_t 0.128] [lr 0.002016] [CE 4.356 (4.578)] [KD 4.938 (5.045)] 2024-10-12 13:38:28,524 - Train: 39.06% [488650/1251000] [390.6/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.002015] [CE 4.417 (4.638)] [KD 4.850 (5.209)] 2024-10-12 13:38:34,664 - Train: 39.06% [488700/1251000] [390.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.002015] [CE 4.643 (4.601)] [KD 5.110 (5.140)] 2024-10-12 13:38:40,786 - Train: 39.07% [488750/1251000] [390.7/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002015] [CE 4.738 (4.621)] [KD 5.111 (5.125)] 2024-10-12 13:38:46,827 - Train: 39.07% [488800/1251000] [390.7/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.002015] [CE 4.522 (4.704)] [KD 5.230 (5.205)] 2024-10-12 13:38:52,854 - Train: 39.08% [488850/1251000] [390.8/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.002015] [CE 4.409 (4.651)] [KD 4.940 (5.152)] 2024-10-12 13:38:58,738 - Train: 39.08% [488900/1251000] [390.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.002014] [CE 4.590 (4.646)] [KD 5.143 (5.153)] 2024-10-12 13:39:04,714 - Train: 39.08% [488950/1251000] [390.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.002014] [CE 4.558 (4.579)] [KD 5.097 (5.099)] 2024-10-12 13:39:10,806 - Train: 39.09% [489000/1251000] [390.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.002014] [CE 4.813 (4.592)] [KD 5.064 (5.125)] 2024-10-12 13:39:16,941 - Train: 39.09% [489050/1251000] [390.9/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.002014] [CE 4.689 (4.587)] [KD 5.235 (5.149)] 2024-10-12 13:39:23,137 - Train: 39.10% [489100/1251000] [391.0/1000.0] [batch_t 0.120 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002014] [CE 4.450 (4.676)] [KD 5.210 (5.206)] 2024-10-12 13:39:32,944 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.092)] [top1_cnt 33080] [top5_cnt 43640] [top_all 50000] 2024-10-12 13:39:32,945 - net: 66.160 (87.280) 2024-10-12 13:39:38,124 - Test (net_E): 100.00% [50/50] [batch_t 0.181 (0.095)] [top1_cnt 36272] [top5_cnt 45444] [top_all 50000] 2024-10-12 13:39:38,124 - net_E: 72.544 (90.888) 2024-10-12 13:39:38,274 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:39:38,275 - ==> Total time: 17:01:50 Eta: 1 day, 2:31:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:39:41,205 - Train: 39.10% [489150/1251000] [391.0/1000.0] [batch_t 0.117 (0.179)] [data_t 0.003] [optim_t 0.114] [lr 0.002014] [CE 4.474 (4.663)] [KD 5.166 (5.164)] 2024-10-12 13:39:47,173 - Train: 39.10% [489200/1251000] [391.0/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.002013] [CE 4.748 (4.654)] [KD 5.198 (5.159)] 2024-10-12 13:39:53,164 - Train: 39.11% [489250/1251000] [391.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002013] [CE 4.053 (4.631)] [KD 4.870 (5.093)] 2024-10-12 13:39:59,165 - Train: 39.11% [489300/1251000] [391.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.002013] [CE 5.119 (4.643)] [KD 5.193 (5.096)] 2024-10-12 13:40:05,136 - Train: 39.12% [489350/1251000] [391.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.002013] [CE 4.887 (4.647)] [KD 4.841 (5.112)] 2024-10-12 13:40:11,008 - Train: 39.12% [489400/1251000] [391.2/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.002013] [CE 4.478 (4.591)] [KD 5.053 (5.134)] 2024-10-12 13:40:17,143 - Train: 39.12% [489450/1251000] [391.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.003] [optim_t 0.112] [lr 0.002013] [CE 4.440 (4.725)] [KD 5.210 (5.232)] 2024-10-12 13:40:23,264 - Train: 39.13% [489500/1251000] [391.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.002012] [CE 4.493 (4.673)] [KD 4.957 (5.135)] 2024-10-12 13:40:29,305 - Train: 39.13% [489550/1251000] [391.3/1000.0] [batch_t 0.123 (0.121)] [data_t 0.003] [optim_t 0.120] [lr 0.002012] [CE 4.570 (4.573)] [KD 5.263 (5.160)] 2024-10-12 13:40:35,377 - Train: 39.14% [489600/1251000] [391.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.002012] [CE 5.027 (4.609)] [KD 5.131 (5.138)] 2024-10-12 13:40:41,376 - Train: 39.14% [489650/1251000] [391.4/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.002012] [CE 4.291 (4.595)] [KD 5.064 (5.145)] 2024-10-12 13:40:47,421 - Train: 39.14% [489700/1251000] [391.4/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.002012] [CE 4.623 (4.600)] [KD 5.155 (5.109)] 2024-10-12 13:40:53,284 - Train: 39.15% [489750/1251000] [391.5/1000.0] [batch_t 0.120 (0.117)] [data_t 0.003] [optim_t 0.117] [lr 0.002011] [CE 4.583 (4.558)] [KD 4.946 (5.094)] 2024-10-12 13:40:59,144 - Train: 39.15% [489800/1251000] [391.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002011] [CE 4.113 (4.628)] [KD 5.032 (5.185)] 2024-10-12 13:41:05,106 - Train: 39.16% [489850/1251000] [391.6/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.002011] [CE 4.755 (4.595)] [KD 5.004 (5.150)] 2024-10-12 13:41:11,350 - Train: 39.16% [489900/1251000] [391.6/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.002011] [CE 4.286 (4.609)] [KD 5.099 (5.118)] 2024-10-12 13:41:17,606 - Train: 39.16% [489950/1251000] [391.6/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002011] [CE 4.129 (4.600)] [KD 4.962 (5.122)] 2024-10-12 13:41:23,485 - Train: 39.17% [490000/1251000] [391.7/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.118] [lr 0.002011] [CE 4.433 (4.676)] [KD 5.016 (5.146)] 2024-10-12 13:41:29,301 - Train: 39.17% [490050/1251000] [391.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.002010] [CE 4.457 (4.626)] [KD 4.680 (5.176)] 2024-10-12 13:41:35,271 - Train: 39.18% [490100/1251000] [391.8/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.002010] [CE 4.507 (4.589)] [KD 5.050 (5.099)] 2024-10-12 13:41:41,223 - Train: 39.18% [490150/1251000] [391.8/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002010] [CE 4.897 (4.647)] [KD 5.459 (5.118)] 2024-10-12 13:41:47,418 - Train: 39.18% [490200/1251000] [391.8/1000.0] [batch_t 0.119 (0.124)] [data_t 0.003] [optim_t 0.117] [lr 0.002010] [CE 4.515 (4.602)] [KD 5.058 (5.153)] 2024-10-12 13:41:53,427 - Train: 39.19% [490250/1251000] [391.9/1000.0] [batch_t 0.120 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002010] [CE 4.301 (4.641)] [KD 4.995 (5.183)] 2024-10-12 13:41:59,667 - Train: 39.19% [490300/1251000] [391.9/1000.0] [batch_t 0.119 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.002010] [CE 4.860 (4.605)] [KD 5.292 (5.137)] 2024-10-12 13:42:06,040 - Train: 39.20% [490350/1251000] [392.0/1000.0] [batch_t 0.116 (0.127)] [data_t 0.003] [optim_t 0.113] [lr 0.002009] [CE 4.965 (4.583)] [KD 5.611 (5.150)] 2024-10-12 13:42:16,212 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.094)] [top1_cnt 33040] [top5_cnt 43593] [top_all 50000] 2024-10-12 13:42:16,212 - net: 66.080 (87.186) 2024-10-12 13:42:21,264 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 36258] [top5_cnt 45454] [top_all 50000] 2024-10-12 13:42:21,264 - net_E: 72.516 (90.908) 2024-10-12 13:42:21,411 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:42:21,411 - ==> Total time: 17:04:34 Eta: 1 day, 2:29:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:42:23,885 - Train: 39.20% [490400/1251000] [392.0/1000.0] [batch_t 0.116 (0.168)] [data_t 0.003] [optim_t 0.113] [lr 0.002009] [CE 4.746 (4.619)] [KD 5.283 (5.153)] 2024-10-12 13:42:29,938 - Train: 39.20% [490450/1251000] [392.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.002009] [CE 3.959 (4.660)] [KD 4.934 (5.104)] 2024-10-12 13:42:36,178 - Train: 39.21% [490500/1251000] [392.1/1000.0] [batch_t 0.122 (0.125)] [data_t 0.002] [optim_t 0.120] [lr 0.002009] [CE 4.357 (4.613)] [KD 5.022 (5.057)] 2024-10-12 13:42:42,351 - Train: 39.21% [490550/1251000] [392.1/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002009] [CE 4.956 (4.609)] [KD 5.290 (5.149)] 2024-10-12 13:42:48,433 - Train: 39.22% [490600/1251000] [392.2/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.002009] [CE 4.705 (4.653)] [KD 5.249 (5.258)] 2024-10-12 13:42:54,552 - Train: 39.22% [490650/1251000] [392.2/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.002008] [CE 4.656 (4.602)] [KD 4.992 (5.107)] 2024-10-12 13:43:00,793 - Train: 39.22% [490700/1251000] [392.2/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.114] [lr 0.002008] [CE 5.145 (4.575)] [KD 5.671 (5.102)] 2024-10-12 13:43:06,872 - Train: 39.23% [490750/1251000] [392.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.002008] [CE 4.255 (4.668)] [KD 5.050 (5.184)] 2024-10-12 13:43:12,725 - Train: 39.23% [490800/1251000] [392.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.002008] [CE 4.429 (4.617)] [KD 4.858 (5.110)] 2024-10-12 13:43:18,605 - Train: 39.24% [490850/1251000] [392.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.002008] [CE 4.747 (4.587)] [KD 5.085 (5.153)] 2024-10-12 13:43:24,657 - Train: 39.24% [490900/1251000] [392.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.002007] [CE 4.564 (4.640)] [KD 5.157 (5.099)] 2024-10-12 13:43:30,832 - Train: 39.24% [490950/1251000] [392.4/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.002007] [CE 4.876 (4.624)] [KD 5.214 (5.061)] 2024-10-12 13:43:36,639 - Train: 39.25% [491000/1251000] [392.5/1000.0] [batch_t 0.122 (0.116)] [data_t 0.003] [optim_t 0.119] [lr 0.002007] [CE 4.441 (4.594)] [KD 5.063 (5.127)] 2024-10-12 13:43:42,625 - Train: 39.25% [491050/1251000] [392.5/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.117] [lr 0.002007] [CE 4.484 (4.616)] [KD 5.082 (5.151)] 2024-10-12 13:43:48,648 - Train: 39.26% [491100/1251000] [392.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.002007] [CE 5.047 (4.619)] [KD 5.324 (5.235)] 2024-10-12 13:43:54,638 - Train: 39.26% [491150/1251000] [392.6/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.002007] [CE 4.148 (4.604)] [KD 4.750 (5.111)] 2024-10-12 13:44:00,692 - Train: 39.26% [491200/1251000] [392.6/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.002006] [CE 4.682 (4.592)] [KD 5.014 (5.106)] 2024-10-12 13:44:06,658 - Train: 39.27% [491250/1251000] [392.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.002006] [CE 4.898 (4.616)] [KD 5.023 (5.121)] 2024-10-12 13:44:12,619 - Train: 39.27% [491300/1251000] [392.7/1000.0] [batch_t 0.119 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.002006] [CE 4.669 (4.622)] [KD 5.067 (5.116)] 2024-10-12 13:44:18,765 - Train: 39.28% [491350/1251000] [392.8/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.002006] [CE 4.862 (4.622)] [KD 5.253 (5.152)] 2024-10-12 13:44:24,785 - Train: 39.28% [491400/1251000] [392.8/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.002006] [CE 4.949 (4.579)] [KD 5.722 (5.160)] 2024-10-12 13:44:30,821 - Train: 39.28% [491450/1251000] [392.8/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.002006] [CE 4.423 (4.649)] [KD 4.958 (5.154)] 2024-10-12 13:44:36,796 - Train: 39.29% [491500/1251000] [392.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.002005] [CE 4.617 (4.656)] [KD 4.992 (5.198)] 2024-10-12 13:44:43,023 - Train: 39.29% [491550/1251000] [392.9/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.002005] [CE 4.552 (4.552)] [KD 5.328 (5.144)] 2024-10-12 13:44:49,124 - Train: 39.30% [491600/1251000] [393.0/1000.0] [batch_t 0.125 (0.122)] [data_t 0.003] [optim_t 0.123] [lr 0.002005] [CE 4.844 (4.638)] [KD 5.016 (5.121)] 2024-10-12 13:44:59,228 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 31935] [top5_cnt 42838] [top_all 50000] 2024-10-12 13:44:59,228 - net: 63.870 (85.676) 2024-10-12 13:45:04,315 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 36286] [top5_cnt 45422] [top_all 50000] 2024-10-12 13:45:04,316 - net_E: 72.572 (90.844) 2024-10-12 13:45:04,446 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:45:04,446 - ==> Total time: 17:07:17 Eta: 1 day, 2:26:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:45:07,922 - Train: 39.30% [491650/1251000] [393.0/1000.0] [batch_t 0.116 (0.159)] [data_t 0.003] [optim_t 0.114] [lr 0.002005] [CE 4.138 (4.667)] [KD 5.049 (5.294)] 2024-10-12 13:45:13,922 - Train: 39.30% [491700/1251000] [393.0/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.002005] [CE 4.799 (4.564)] [KD 4.974 (5.107)] 2024-10-12 13:45:20,063 - Train: 39.31% [491750/1251000] [393.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.002004] [CE 4.946 (4.640)] [KD 5.444 (5.151)] 2024-10-12 13:45:26,231 - Train: 39.31% [491800/1251000] [393.1/1000.0] [batch_t 0.118 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002004] [CE 4.773 (4.597)] [KD 5.671 (5.157)] 2024-10-12 13:45:32,510 - Train: 39.32% [491850/1251000] [393.2/1000.0] [batch_t 0.120 (0.125)] [data_t 0.003] [optim_t 0.118] [lr 0.002004] [CE 4.691 (4.632)] [KD 5.294 (5.172)] 2024-10-12 13:45:38,487 - Train: 39.32% [491900/1251000] [393.2/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.117] [lr 0.002004] [CE 4.516 (4.560)] [KD 5.522 (5.150)] 2024-10-12 13:45:44,505 - Train: 39.32% [491950/1251000] [393.2/1000.0] [batch_t 0.124 (0.120)] [data_t 0.002] [optim_t 0.122] [lr 0.002004] [CE 4.567 (4.645)] [KD 5.148 (5.144)] 2024-10-12 13:45:50,656 - Train: 39.33% [492000/1251000] [393.3/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.002004] [CE 4.405 (4.619)] [KD 4.966 (5.099)] 2024-10-12 13:45:56,792 - Train: 39.33% [492050/1251000] [393.3/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.120] [lr 0.002003] [CE 4.793 (4.583)] [KD 5.285 (5.115)] 2024-10-12 13:46:02,930 - Train: 39.34% [492100/1251000] [393.4/1000.0] [batch_t 0.124 (0.123)] [data_t 0.003] [optim_t 0.122] [lr 0.002003] [CE 4.266 (4.552)] [KD 4.845 (5.043)] 2024-10-12 13:46:09,464 - Train: 39.34% [492150/1251000] [393.4/1000.0] [batch_t 0.118 (0.131)] [data_t 0.002] [optim_t 0.115] [lr 0.002003] [CE 4.666 (4.492)] [KD 5.172 (5.002)] 2024-10-12 13:46:15,714 - Train: 39.34% [492200/1251000] [393.4/1000.0] [batch_t 0.120 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.002003] [CE 4.625 (4.648)] [KD 5.070 (5.158)] 2024-10-12 13:46:21,731 - Train: 39.35% [492250/1251000] [393.5/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002003] [CE 4.436 (4.634)] [KD 4.963 (5.221)] 2024-10-12 13:46:27,773 - Train: 39.35% [492300/1251000] [393.5/1000.0] [batch_t 0.123 (0.121)] [data_t 0.002] [optim_t 0.120] [lr 0.002003] [CE 4.463 (4.676)] [KD 4.900 (5.167)] 2024-10-12 13:46:33,946 - Train: 39.36% [492350/1251000] [393.6/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.002002] [CE 4.791 (4.610)] [KD 5.488 (5.069)] 2024-10-12 13:46:40,037 - Train: 39.36% [492400/1251000] [393.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.002002] [CE 4.412 (4.655)] [KD 4.993 (5.148)] 2024-10-12 13:46:46,058 - Train: 39.36% [492450/1251000] [393.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.002002] [CE 4.138 (4.713)] [KD 4.842 (5.155)] 2024-10-12 13:46:51,984 - Train: 39.37% [492500/1251000] [393.7/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.002002] [CE 4.106 (4.598)] [KD 4.751 (5.089)] 2024-10-12 13:46:58,144 - Train: 39.37% [492550/1251000] [393.7/1000.0] [batch_t 0.123 (0.123)] [data_t 0.002] [optim_t 0.121] [lr 0.002002] [CE 5.114 (4.608)] [KD 5.166 (5.127)] 2024-10-12 13:47:04,500 - Train: 39.38% [492600/1251000] [393.8/1000.0] [batch_t 0.121 (0.127)] [data_t 0.002] [optim_t 0.118] [lr 0.002001] [CE 4.374 (4.551)] [KD 5.203 (5.102)] 2024-10-12 13:47:10,741 - Train: 39.38% [492650/1251000] [393.8/1000.0] [batch_t 0.118 (0.125)] [data_t 0.002] [optim_t 0.116] [lr 0.002001] [CE 4.278 (4.645)] [KD 5.051 (5.229)] 2024-10-12 13:47:17,031 - Train: 39.38% [492700/1251000] [393.8/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.112] [lr 0.002001] [CE 4.555 (4.682)] [KD 5.033 (5.113)] 2024-10-12 13:47:22,857 - Train: 39.39% [492750/1251000] [393.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.002001] [CE 4.429 (4.628)] [KD 5.023 (5.128)] 2024-10-12 13:47:28,694 - Train: 39.39% [492800/1251000] [393.9/1000.0] [batch_t 0.123 (0.117)] [data_t 0.002] [optim_t 0.121] [lr 0.002001] [CE 4.664 (4.672)] [KD 5.062 (5.142)] 2024-10-12 13:47:34,552 - Train: 39.40% [492850/1251000] [394.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.002001] [CE 4.362 (4.653)] [KD 4.727 (5.111)] 2024-10-12 13:47:44,860 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 32991] [top5_cnt 43606] [top_all 50000] 2024-10-12 13:47:44,861 - net: 65.982 (87.212) 2024-10-12 13:47:49,812 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36271] [top5_cnt 45439] [top_all 50000] 2024-10-12 13:47:49,813 - net_E: 72.542 (90.878) 2024-10-12 13:47:49,952 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:47:49,953 - ==> Total time: 17:10:02 Eta: 1 day, 2:24:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:47:52,303 - Train: 39.40% [492900/1251000] [394.0/1000.0] [batch_t 0.120 (0.184)] [data_t 0.002] [optim_t 0.117] [lr 0.002000] [CE 4.293 (4.658)] [KD 5.136 (5.161)] 2024-10-12 13:47:58,501 - Train: 39.40% [492950/1251000] [394.0/1000.0] [batch_t 0.120 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.002000] [CE 4.538 (4.652)] [KD 5.259 (5.109)] 2024-10-12 13:48:05,226 - Train: 39.41% [493000/1251000] [394.1/1000.0] [batch_t 0.114 (0.134)] [data_t 0.003] [optim_t 0.112] [lr 0.002000] [CE 4.406 (4.593)] [KD 5.039 (5.087)] 2024-10-12 13:48:11,029 - Train: 39.41% [493050/1251000] [394.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.002000] [CE 4.725 (4.655)] [KD 5.081 (5.081)] 2024-10-12 13:48:16,766 - Train: 39.42% [493100/1251000] [394.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.002000] [CE 4.422 (4.603)] [KD 4.945 (5.049)] 2024-10-12 13:48:22,527 - Train: 39.42% [493150/1251000] [394.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.002000] [CE 4.725 (4.677)] [KD 5.345 (5.066)] 2024-10-12 13:48:28,298 - Train: 39.42% [493200/1251000] [394.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001999] [CE 4.011 (4.573)] [KD 4.824 (5.031)] 2024-10-12 13:48:34,220 - Train: 39.43% [493250/1251000] [394.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001999] [CE 4.483 (4.686)] [KD 5.077 (5.076)] 2024-10-12 13:48:40,473 - Train: 39.43% [493300/1251000] [394.3/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.001999] [CE 4.205 (4.605)] [KD 4.765 (5.128)] 2024-10-12 13:48:46,403 - Train: 39.44% [493350/1251000] [394.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.001999] [CE 4.588 (4.655)] [KD 5.169 (5.109)] 2024-10-12 13:48:52,510 - Train: 39.44% [493400/1251000] [394.4/1000.0] [batch_t 0.127 (0.122)] [data_t 0.003] [optim_t 0.125] [lr 0.001999] [CE 4.189 (4.641)] [KD 4.997 (5.181)] 2024-10-12 13:48:58,658 - Train: 39.44% [493450/1251000] [394.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.001998] [CE 4.735 (4.615)] [KD 5.367 (5.133)] 2024-10-12 13:49:04,600 - Train: 39.45% [493500/1251000] [394.5/1000.0] [batch_t 0.123 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.001998] [CE 4.989 (4.615)] [KD 5.758 (5.219)] 2024-10-12 13:49:10,757 - Train: 39.45% [493550/1251000] [394.5/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.115] [lr 0.001998] [CE 4.560 (4.581)] [KD 5.345 (5.162)] 2024-10-12 13:49:16,790 - Train: 39.46% [493600/1251000] [394.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.001998] [CE 4.419 (4.582)] [KD 4.939 (5.069)] 2024-10-12 13:49:22,658 - Train: 39.46% [493650/1251000] [394.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.001998] [CE 4.473 (4.680)] [KD 5.046 (5.114)] 2024-10-12 13:49:28,757 - Train: 39.46% [493700/1251000] [394.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.001998] [CE 4.796 (4.594)] [KD 5.408 (5.171)] 2024-10-12 13:49:34,720 - Train: 39.47% [493750/1251000] [394.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001997] [CE 4.574 (4.666)] [KD 5.479 (5.134)] 2024-10-12 13:49:40,760 - Train: 39.47% [493800/1251000] [394.7/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.001997] [CE 4.279 (4.519)] [KD 5.198 (5.225)] 2024-10-12 13:49:47,067 - Train: 39.48% [493850/1251000] [394.8/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.001997] [CE 4.794 (4.618)] [KD 5.184 (5.175)] 2024-10-12 13:49:53,010 - Train: 39.48% [493900/1251000] [394.8/1000.0] [batch_t 0.125 (0.119)] [data_t 0.003] [optim_t 0.123] [lr 0.001997] [CE 4.896 (4.673)] [KD 5.343 (5.245)] 2024-10-12 13:49:59,046 - Train: 39.48% [493950/1251000] [394.8/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.001997] [CE 4.381 (4.636)] [KD 5.065 (5.171)] 2024-10-12 13:50:04,967 - Train: 39.49% [494000/1251000] [394.9/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.001997] [CE 4.351 (4.641)] [KD 4.985 (5.193)] 2024-10-12 13:50:10,855 - Train: 39.49% [494050/1251000] [394.9/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001996] [CE 4.551 (4.587)] [KD 4.919 (5.125)] 2024-10-12 13:50:16,923 - Train: 39.50% [494100/1251000] [395.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001996] [CE 4.768 (4.624)] [KD 4.965 (5.153)] 2024-10-12 13:50:27,225 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33089] [top5_cnt 43459] [top_all 50000] 2024-10-12 13:50:27,225 - net: 66.178 (86.918) 2024-10-12 13:50:32,164 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 36291] [top5_cnt 45443] [top_all 50000] 2024-10-12 13:50:32,164 - net_E: 72.582 (90.886) 2024-10-12 13:50:32,301 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:50:32,301 - ==> Total time: 17:12:44 Eta: 1 day, 2:21:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:50:34,878 - Train: 39.50% [494150/1251000] [395.0/1000.0] [batch_t 0.117 (0.186)] [data_t 0.003] [optim_t 0.115] [lr 0.001996] [CE 4.399 (4.425)] [KD 5.060 (5.006)] 2024-10-12 13:50:41,220 - Train: 39.50% [494200/1251000] [395.0/1000.0] [batch_t 0.121 (0.127)] [data_t 0.002] [optim_t 0.119] [lr 0.001996] [CE 4.894 (4.593)] [KD 5.321 (5.109)] 2024-10-12 13:50:47,564 - Train: 39.51% [494250/1251000] [395.1/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.116] [lr 0.001996] [CE 4.599 (4.617)] [KD 4.841 (5.108)] 2024-10-12 13:50:53,564 - Train: 39.51% [494300/1251000] [395.1/1000.0] [batch_t 0.128 (0.120)] [data_t 0.002] [optim_t 0.125] [lr 0.001995] [CE 4.601 (4.610)] [KD 5.089 (5.129)] 2024-10-12 13:50:59,564 - Train: 39.52% [494350/1251000] [395.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001995] [CE 5.005 (4.707)] [KD 5.572 (5.181)] 2024-10-12 13:51:05,590 - Train: 39.52% [494400/1251000] [395.2/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.119] [lr 0.001995] [CE 4.360 (4.624)] [KD 5.216 (5.123)] 2024-10-12 13:51:11,990 - Train: 39.52% [494450/1251000] [395.2/1000.0] [batch_t 0.121 (0.128)] [data_t 0.002] [optim_t 0.119] [lr 0.001995] [CE 5.388 (4.657)] [KD 5.503 (5.094)] 2024-10-12 13:51:18,408 - Train: 39.53% [494500/1251000] [395.3/1000.0] [batch_t 0.122 (0.128)] [data_t 0.003] [optim_t 0.120] [lr 0.001995] [CE 4.810 (4.649)] [KD 4.913 (5.100)] 2024-10-12 13:51:24,477 - Train: 39.53% [494550/1251000] [395.3/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.001995] [CE 4.564 (4.588)] [KD 5.106 (5.144)] 2024-10-12 13:51:30,450 - Train: 39.54% [494600/1251000] [395.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001994] [CE 4.342 (4.672)] [KD 5.108 (5.196)] 2024-10-12 13:51:36,456 - Train: 39.54% [494650/1251000] [395.4/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.001994] [CE 4.539 (4.622)] [KD 4.986 (5.061)] 2024-10-12 13:51:42,955 - Train: 39.54% [494700/1251000] [395.4/1000.0] [batch_t 0.121 (0.130)] [data_t 0.002] [optim_t 0.119] [lr 0.001994] [CE 4.568 (4.594)] [KD 4.953 (5.077)] 2024-10-12 13:51:48,962 - Train: 39.55% [494750/1251000] [395.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001994] [CE 4.438 (4.576)] [KD 4.948 (5.127)] 2024-10-12 13:51:54,997 - Train: 39.55% [494800/1251000] [395.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.001994] [CE 4.171 (4.569)] [KD 4.890 (5.109)] 2024-10-12 13:52:00,999 - Train: 39.56% [494850/1251000] [395.6/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.001994] [CE 4.412 (4.596)] [KD 4.991 (5.101)] 2024-10-12 13:52:07,364 - Train: 39.56% [494900/1251000] [395.6/1000.0] [batch_t 0.123 (0.127)] [data_t 0.002] [optim_t 0.121] [lr 0.001993] [CE 4.390 (4.587)] [KD 5.173 (5.075)] 2024-10-12 13:52:13,417 - Train: 39.56% [494950/1251000] [395.6/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.001993] [CE 4.215 (4.633)] [KD 4.750 (5.138)] 2024-10-12 13:52:19,523 - Train: 39.57% [495000/1251000] [395.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.001993] [CE 4.934 (4.629)] [KD 5.172 (5.082)] 2024-10-12 13:52:25,611 - Train: 39.57% [495050/1251000] [395.7/1000.0] [batch_t 0.131 (0.122)] [data_t 0.003] [optim_t 0.128] [lr 0.001993] [CE 4.800 (4.619)] [KD 5.320 (5.184)] 2024-10-12 13:52:31,976 - Train: 39.58% [495100/1251000] [395.8/1000.0] [batch_t 0.122 (0.127)] [data_t 0.002] [optim_t 0.120] [lr 0.001993] [CE 4.852 (4.639)] [KD 5.285 (5.178)] 2024-10-12 13:52:38,077 - Train: 39.58% [495150/1251000] [395.8/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.001992] [CE 4.369 (4.672)] [KD 5.036 (5.171)] 2024-10-12 13:52:44,020 - Train: 39.58% [495200/1251000] [395.8/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.001992] [CE 4.721 (4.637)] [KD 5.235 (5.168)] 2024-10-12 13:52:49,962 - Train: 39.59% [495250/1251000] [395.9/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.001992] [CE 4.254 (4.546)] [KD 4.968 (5.067)] 2024-10-12 13:52:56,135 - Train: 39.59% [495300/1251000] [395.9/1000.0] [batch_t 0.121 (0.123)] [data_t 0.002] [optim_t 0.119] [lr 0.001992] [CE 4.735 (4.610)] [KD 5.057 (5.108)] 2024-10-12 13:53:02,441 - Train: 39.60% [495350/1251000] [396.0/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.001992] [CE 5.084 (4.624)] [KD 5.337 (5.198)] 2024-10-12 13:53:12,869 - Test (net): 100.00% [50/50] [batch_t 0.124 (0.095)] [top1_cnt 32415] [top5_cnt 43120] [top_all 50000] 2024-10-12 13:53:12,869 - net: 64.830 (86.240) 2024-10-12 13:53:17,904 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 36289] [top5_cnt 45422] [top_all 50000] 2024-10-12 13:53:17,905 - net_E: 72.578 (90.844) 2024-10-12 13:53:18,039 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:53:18,040 - ==> Total time: 17:15:30 Eta: 1 day, 2:19:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:53:20,089 - Train: 39.60% [495400/1251000] [396.0/1000.0] [batch_t 0.114 (0.259)] [data_t 0.002] [optim_t 0.112] [lr 0.001992] [CE 4.720 (4.667)] [KD 5.069 (5.086)] 2024-10-12 13:53:26,179 - Train: 39.60% [495450/1251000] [396.0/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.001991] [CE 4.398 (4.658)] [KD 4.950 (5.157)] 2024-10-12 13:53:32,466 - Train: 39.61% [495500/1251000] [396.1/1000.0] [batch_t 0.117 (0.126)] [data_t 0.003] [optim_t 0.115] [lr 0.001991] [CE 4.397 (4.665)] [KD 4.959 (5.132)] 2024-10-12 13:53:38,317 - Train: 39.61% [495550/1251000] [396.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001991] [CE 4.446 (4.572)] [KD 4.868 (5.078)] 2024-10-12 13:53:44,215 - Train: 39.62% [495600/1251000] [396.2/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001991] [CE 4.463 (4.534)] [KD 5.093 (5.048)] 2024-10-12 13:53:50,421 - Train: 39.62% [495650/1251000] [396.2/1000.0] [batch_t 0.117 (0.124)] [data_t 0.003] [optim_t 0.115] [lr 0.001991] [CE 5.090 (4.590)] [KD 5.390 (5.110)] 2024-10-12 13:53:56,526 - Train: 39.62% [495700/1251000] [396.2/1000.0] [batch_t 0.119 (0.122)] [data_t 0.002] [optim_t 0.117] [lr 0.001991] [CE 4.738 (4.629)] [KD 5.218 (5.210)] 2024-10-12 13:54:02,716 - Train: 39.63% [495750/1251000] [396.3/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.001990] [CE 4.133 (4.649)] [KD 4.923 (5.167)] 2024-10-12 13:54:08,808 - Train: 39.63% [495800/1251000] [396.3/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001990] [CE 4.571 (4.706)] [KD 5.213 (5.136)] 2024-10-12 13:54:14,728 - Train: 39.64% [495850/1251000] [396.4/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.001990] [CE 4.678 (4.643)] [KD 5.255 (5.185)] 2024-10-12 13:54:20,672 - Train: 39.64% [495900/1251000] [396.4/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001990] [CE 4.747 (4.677)] [KD 5.387 (5.269)] 2024-10-12 13:54:26,637 - Train: 39.64% [495950/1251000] [396.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001990] [CE 4.448 (4.670)] [KD 5.032 (5.151)] 2024-10-12 13:54:32,763 - Train: 39.65% [496000/1251000] [396.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.001989] [CE 4.340 (4.659)] [KD 5.147 (5.123)] 2024-10-12 13:54:38,741 - Train: 39.65% [496050/1251000] [396.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001989] [CE 4.630 (4.620)] [KD 5.141 (5.095)] 2024-10-12 13:54:44,663 - Train: 39.66% [496100/1251000] [396.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001989] [CE 4.824 (4.554)] [KD 5.297 (5.041)] 2024-10-12 13:54:50,751 - Train: 39.66% [496150/1251000] [396.6/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.001989] [CE 4.555 (4.587)] [KD 5.314 (5.126)] 2024-10-12 13:54:56,646 - Train: 39.66% [496200/1251000] [396.6/1000.0] [batch_t 0.126 (0.118)] [data_t 0.002] [optim_t 0.124] [lr 0.001989] [CE 4.005 (4.591)] [KD 5.061 (5.147)] 2024-10-12 13:55:02,615 - Train: 39.67% [496250/1251000] [396.7/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.120] [lr 0.001989] [CE 4.220 (4.637)] [KD 4.682 (5.136)] 2024-10-12 13:55:08,487 - Train: 39.67% [496300/1251000] [396.7/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001988] [CE 4.397 (4.645)] [KD 4.781 (5.158)] 2024-10-12 13:55:14,737 - Train: 39.68% [496350/1251000] [396.8/1000.0] [batch_t 0.119 (0.125)] [data_t 0.003] [optim_t 0.117] [lr 0.001988] [CE 4.059 (4.592)] [KD 4.912 (5.088)] 2024-10-12 13:55:20,726 - Train: 39.68% [496400/1251000] [396.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001988] [CE 4.456 (4.676)] [KD 5.334 (5.144)] 2024-10-12 13:55:26,776 - Train: 39.68% [496450/1251000] [396.8/1000.0] [batch_t 0.122 (0.121)] [data_t 0.002] [optim_t 0.120] [lr 0.001988] [CE 4.767 (4.591)] [KD 5.240 (5.045)] 2024-10-12 13:55:32,850 - Train: 39.69% [496500/1251000] [396.9/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.001988] [CE 4.259 (4.624)] [KD 5.137 (5.139)] 2024-10-12 13:55:38,789 - Train: 39.69% [496550/1251000] [396.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.001988] [CE 4.496 (4.590)] [KD 4.974 (5.065)] 2024-10-12 13:55:44,977 - Train: 39.70% [496600/1251000] [397.0/1000.0] [batch_t 0.121 (0.124)] [data_t 0.002] [optim_t 0.118] [lr 0.001987] [CE 4.388 (4.658)] [KD 5.128 (5.129)] 2024-10-12 13:55:55,469 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33389] [top5_cnt 43855] [top_all 50000] 2024-10-12 13:55:55,470 - net: 66.778 (87.710) 2024-10-12 13:56:00,537 - Test (net_E): 100.00% [50/50] [batch_t 0.018 (0.095)] [top1_cnt 36295] [top5_cnt 45447] [top_all 50000] 2024-10-12 13:56:00,537 - net_E: 72.590 (90.894) 2024-10-12 13:56:00,674 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:56:00,674 - ==> Total time: 17:18:13 Eta: 1 day, 2:16:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:56:02,621 - Train: 39.70% [496650/1251000] [397.0/1000.0] [batch_t 0.118 (0.303)] [data_t 0.003] [optim_t 0.116] [lr 0.001987] [CE 4.606 (4.588)] [KD 5.033 (5.148)] 2024-10-12 13:56:08,661 - Train: 39.70% [496700/1251000] [397.0/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001987] [CE 4.657 (4.655)] [KD 5.247 (5.116)] 2024-10-12 13:56:14,595 - Train: 39.71% [496750/1251000] [397.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.001987] [CE 5.140 (4.738)] [KD 5.227 (5.072)] 2024-10-12 13:56:20,933 - Train: 39.71% [496800/1251000] [397.1/1000.0] [batch_t 0.117 (0.127)] [data_t 0.003] [optim_t 0.114] [lr 0.001987] [CE 4.809 (4.616)] [KD 5.442 (5.115)] 2024-10-12 13:56:27,030 - Train: 39.72% [496850/1251000] [397.2/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.001986] [CE 4.176 (4.604)] [KD 4.713 (5.123)] 2024-10-12 13:56:33,187 - Train: 39.72% [496900/1251000] [397.2/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001986] [CE 4.373 (4.634)] [KD 4.943 (5.072)] 2024-10-12 13:56:39,148 - Train: 39.72% [496950/1251000] [397.2/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.001986] [CE 5.028 (4.573)] [KD 5.435 (5.115)] 2024-10-12 13:56:45,482 - Train: 39.73% [497000/1251000] [397.3/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.116] [lr 0.001986] [CE 4.529 (4.644)] [KD 4.865 (5.150)] 2024-10-12 13:56:51,452 - Train: 39.73% [497050/1251000] [397.3/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.120] [lr 0.001986] [CE 4.619 (4.589)] [KD 5.320 (5.062)] 2024-10-12 13:56:57,453 - Train: 39.74% [497100/1251000] [397.4/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001986] [CE 4.336 (4.617)] [KD 4.746 (5.071)] 2024-10-12 13:57:03,385 - Train: 39.74% [497150/1251000] [397.4/1000.0] [batch_t 0.123 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.001985] [CE 3.913 (4.679)] [KD 4.783 (5.155)] 2024-10-12 13:57:09,536 - Train: 39.74% [497200/1251000] [397.4/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.001985] [CE 4.680 (4.553)] [KD 5.379 (5.106)] 2024-10-12 13:57:15,679 - Train: 39.75% [497250/1251000] [397.5/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.001985] [CE 4.708 (4.643)] [KD 5.326 (5.195)] 2024-10-12 13:57:21,768 - Train: 39.75% [497300/1251000] [397.5/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.115] [lr 0.001985] [CE 4.828 (4.628)] [KD 5.064 (5.099)] 2024-10-12 13:57:27,655 - Train: 39.76% [497350/1251000] [397.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001985] [CE 4.846 (4.587)] [KD 4.963 (5.118)] 2024-10-12 13:57:33,684 - Train: 39.76% [497400/1251000] [397.6/1000.0] [batch_t 0.124 (0.120)] [data_t 0.003] [optim_t 0.121] [lr 0.001985] [CE 4.414 (4.669)] [KD 4.965 (5.130)] 2024-10-12 13:57:40,091 - Train: 39.76% [497450/1251000] [397.6/1000.0] [batch_t 0.116 (0.128)] [data_t 0.002] [optim_t 0.114] [lr 0.001984] [CE 4.663 (4.589)] [KD 5.142 (5.115)] 2024-10-12 13:57:45,993 - Train: 39.77% [497500/1251000] [397.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001984] [CE 4.488 (4.629)] [KD 5.060 (5.180)] 2024-10-12 13:57:52,069 - Train: 39.77% [497550/1251000] [397.7/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.001984] [CE 4.577 (4.583)] [KD 4.954 (5.096)] 2024-10-12 13:57:58,042 - Train: 39.78% [497600/1251000] [397.8/1000.0] [batch_t 0.121 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.001984] [CE 4.707 (4.636)] [KD 5.055 (5.173)] 2024-10-12 13:58:04,138 - Train: 39.78% [497650/1251000] [397.8/1000.0] [batch_t 0.240 (0.122)] [data_t 0.003] [optim_t 0.238] [lr 0.001984] [CE 4.775 (4.622)] [KD 5.270 (5.114)] 2024-10-12 13:58:10,255 - Train: 39.78% [497700/1251000] [397.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.001983] [CE 4.942 (4.598)] [KD 4.962 (5.001)] 2024-10-12 13:58:16,423 - Train: 39.79% [497750/1251000] [397.9/1000.0] [batch_t 0.124 (0.123)] [data_t 0.003] [optim_t 0.122] [lr 0.001983] [CE 4.553 (4.633)] [KD 5.175 (5.154)] 2024-10-12 13:58:22,332 - Train: 39.79% [497800/1251000] [397.9/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001983] [CE 4.232 (4.606)] [KD 5.116 (5.194)] 2024-10-12 13:58:28,430 - Train: 39.80% [497850/1251000] [398.0/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.119] [lr 0.001983] [CE 4.278 (4.658)] [KD 5.136 (5.213)] 2024-10-12 13:58:39,052 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32892] [top5_cnt 43439] [top_all 50000] 2024-10-12 13:58:39,053 - net: 65.784 (86.878) 2024-10-12 13:58:44,026 - Test (net_E): 100.00% [50/50] [batch_t 0.059 (0.093)] [top1_cnt 36280] [top5_cnt 45447] [top_all 50000] 2024-10-12 13:58:44,026 - net_E: 72.560 (90.894) 2024-10-12 13:58:44,168 - Max [top1: 66.902 (epoch: 360)] [top1-ema: 72.600 (epoch: 385)] 2024-10-12 13:58:44,169 - ==> Total time: 17:20:56 Eta: 1 day, 2:14:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 13:58:45,959 - Train: 39.80% [497900/1251000] [398.0/1000.0] [batch_t 0.316 (0.357)] [data_t 0.203] [optim_t 0.113] [lr 0.001983] [CE 4.900 (4.543)] [KD 5.286 (5.168)] 2024-10-12 13:58:52,032 - Train: 39.80% [497950/1251000] [398.0/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.001983] [CE 4.565 (4.628)] [KD 4.724 (5.031)] 2024-10-12 13:58:58,230 - Train: 39.81% [498000/1251000] [398.1/1000.0] [batch_t 0.112 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.001982] [CE 5.100 (4.618)] [KD 5.576 (5.170)] 2024-10-12 13:59:04,389 - Train: 39.81% [498050/1251000] [398.1/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001982] [CE 4.980 (4.625)] [KD 5.035 (5.126)] 2024-10-12 13:59:10,463 - Train: 39.82% [498100/1251000] [398.2/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.119] [lr 0.001982] [CE 4.562 (4.640)] [KD 5.074 (5.144)] 2024-10-12 13:59:16,743 - Train: 39.82% [498150/1251000] [398.2/1000.0] [batch_t 0.125 (0.126)] [data_t 0.002] [optim_t 0.123] [lr 0.001982] [CE 4.375 (4.644)] [KD 4.957 (5.207)] 2024-10-12 13:59:22,619 - Train: 39.82% [498200/1251000] [398.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.001982] [CE 4.800 (4.609)] [KD 5.084 (5.118)] 2024-10-12 13:59:28,718 - Train: 39.83% [498250/1251000] [398.3/1000.0] [batch_t 0.121 (0.122)] [data_t 0.003] [optim_t 0.118] [lr 0.001982] [CE 4.134 (4.623)] [KD 4.880 (5.085)] 2024-10-12 13:59:34,880 - Train: 39.83% [498300/1251000] [398.3/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.001981] [CE 4.902 (4.664)] [KD 5.459 (5.123)] 2024-10-12 13:59:40,776 - Train: 39.84% [498350/1251000] [398.4/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.119] [lr 0.001981] [CE 4.787 (4.638)] [KD 5.186 (5.133)] 2024-10-12 13:59:46,769 - Train: 39.84% [498400/1251000] [398.4/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.001981] [CE 4.545 (4.550)] [KD 5.083 (5.035)] 2024-10-12 13:59:52,737 - Train: 39.84% [498450/1251000] [398.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.001981] [CE 4.643 (4.603)] [KD 5.092 (5.067)] 2024-10-12 13:59:58,752 - Train: 39.85% [498500/1251000] [398.5/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001981] [CE 4.893 (4.607)] [KD 5.161 (5.045)] 2024-10-12 14:00:04,833 - Train: 39.85% [498550/1251000] [398.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.001980] [CE 4.493 (4.697)] [KD 4.974 (5.142)] 2024-10-12 14:00:11,121 - Train: 39.86% [498600/1251000] [398.6/1000.0] [batch_t 0.116 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.001980] [CE 4.575 (4.647)] [KD 4.787 (5.118)] 2024-10-12 14:00:17,148 - Train: 39.86% [498650/1251000] [398.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.001980] [CE 4.671 (4.604)] [KD 5.441 (5.132)] 2024-10-12 14:00:23,093 - Train: 39.86% [498700/1251000] [398.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.001980] [CE 4.435 (4.647)] [KD 5.100 (5.088)] 2024-10-12 14:00:29,127 - Train: 39.87% [498750/1251000] [398.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.001980] [CE 4.391 (4.631)] [KD 4.701 (5.076)] 2024-10-12 14:00:35,159 - Train: 39.87% [498800/1251000] [398.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.116] [lr 0.001980] [CE 4.485 (4.635)] [KD 4.953 (5.113)] 2024-10-12 14:00:41,134 - Train: 39.88% [498850/1251000] [398.8/1000.0] [batch_t 0.248 (0.119)] [data_t 0.003] [optim_t 0.245] [lr 0.001979] [CE 4.944 (4.663)] [KD 5.639 (5.152)] 2024-10-12 14:00:47,243 - Train: 39.88% [498900/1251000] [398.8/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.113] [lr 0.001979] [CE 4.613 (4.554)] [KD 5.143 (5.046)] 2024-10-12 14:00:53,305 - Train: 39.88% [498950/1251000] [398.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001979] [CE 4.562 (4.685)] [KD 5.342 (5.164)] 2024-10-12 14:00:59,489 - Train: 39.89% [499000/1251000] [398.9/1000.0] [batch_t 0.120 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.001979] [CE 4.997 (4.536)] [KD 5.156 (5.088)] 2024-10-12 14:01:05,452 - Train: 39.89% [499050/1251000] [398.9/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.001979] [CE 5.023 (4.622)] [KD 5.618 (5.126)] 2024-10-12 14:01:11,547 - Train: 39.90% [499100/1251000] [399.0/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.001979] [CE 4.048 (4.592)] [KD 4.838 (5.104)] 2024-10-12 14:01:22,545 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.093)] [top1_cnt 33554] [top5_cnt 43900] [top_all 50000] 2024-10-12 14:01:22,545 - net: 67.108 (87.800) 2024-10-12 14:01:27,493 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36301] [top5_cnt 45447] [top_all 50000] 2024-10-12 14:01:27,494 - net_E: 72.602 (90.894) 2024-10-12 14:01:27,638 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.602 (epoch: 399)] 2024-10-12 14:01:27,639 - ==> Total time: 17:23:40 Eta: 1 day, 2:12:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:01:31,630 - Train: 39.90% [499150/1251000] [399.0/1000.0] [batch_t 0.499 (0.499)] [data_t 0.255] [optim_t 0.244] [lr 0.001978] [CE 4.615 (4.615)] [KD 5.081 (5.081)] 2024-10-12 14:01:37,448 - Train: 39.90% [499200/1251000] [399.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001978] [CE 4.988 (4.572)] [KD 5.239 (4.988)] 2024-10-12 14:01:43,391 - Train: 39.91% [499250/1251000] [399.1/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001978] [CE 4.583 (4.635)] [KD 4.967 (5.110)] 2024-10-12 14:01:49,594 - Train: 39.91% [499300/1251000] [399.1/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.001978] [CE 4.649 (4.667)] [KD 5.042 (5.132)] 2024-10-12 14:01:55,624 - Train: 39.92% [499350/1251000] [399.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.001978] [CE 4.526 (4.703)] [KD 5.027 (5.079)] 2024-10-12 14:02:01,616 - Train: 39.92% [499400/1251000] [399.2/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001977] [CE 4.593 (4.609)] [KD 5.025 (5.090)] 2024-10-12 14:02:07,860 - Train: 39.92% [499450/1251000] [399.2/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.001977] [CE 4.682 (4.593)] [KD 5.646 (5.100)] 2024-10-12 14:02:13,714 - Train: 39.93% [499500/1251000] [399.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001977] [CE 4.754 (4.637)] [KD 5.077 (5.095)] 2024-10-12 14:02:19,619 - Train: 39.93% [499550/1251000] [399.3/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001977] [CE 4.761 (4.707)] [KD 5.178 (5.157)] 2024-10-12 14:02:25,666 - Train: 39.94% [499600/1251000] [399.4/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.001977] [CE 4.092 (4.652)] [KD 4.744 (5.151)] 2024-10-12 14:02:31,601 - Train: 39.94% [499650/1251000] [399.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001977] [CE 4.805 (4.598)] [KD 5.275 (5.094)] 2024-10-12 14:02:37,503 - Train: 39.94% [499700/1251000] [399.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001976] [CE 4.688 (4.647)] [KD 5.236 (5.120)] 2024-10-12 14:02:43,602 - Train: 39.95% [499750/1251000] [399.5/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001976] [CE 4.473 (4.550)] [KD 5.017 (5.037)] 2024-10-12 14:02:49,491 - Train: 39.95% [499800/1251000] [399.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001976] [CE 4.804 (4.650)] [KD 5.712 (5.079)] 2024-10-12 14:02:55,409 - Train: 39.96% [499850/1251000] [399.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.001976] [CE 4.763 (4.618)] [KD 5.292 (5.174)] 2024-10-12 14:03:01,223 - Train: 39.96% [499900/1251000] [399.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001976] [CE 5.111 (4.626)] [KD 5.459 (5.133)] 2024-10-12 14:03:07,153 - Train: 39.96% [499950/1251000] [399.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.003] [optim_t 0.114] [lr 0.001975] [CE 4.505 (4.614)] [KD 4.955 (5.093)] 2024-10-12 14:03:13,413 - Train: 39.97% [500000/1251000] [399.7/1000.0] [batch_t 0.121 (0.125)] [data_t 0.003] [optim_t 0.119] [lr 0.001975] [CE 4.021 (4.621)] [KD 4.906 (5.107)] 2024-10-12 14:03:19,388 - Train: 39.97% [500050/1251000] [399.7/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.001975] [CE 4.864 (4.664)] [KD 5.176 (5.150)] 2024-10-12 14:03:25,416 - Train: 39.98% [500100/1251000] [399.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.001975] [CE 5.087 (4.623)] [KD 5.251 (5.183)] 2024-10-12 14:03:31,449 - Train: 39.98% [500150/1251000] [399.8/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001975] [CE 4.744 (4.656)] [KD 5.138 (5.189)] 2024-10-12 14:03:37,400 - Train: 39.98% [500200/1251000] [399.8/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001975] [CE 4.751 (4.676)] [KD 5.118 (5.160)] 2024-10-12 14:03:43,356 - Train: 39.99% [500250/1251000] [399.9/1000.0] [batch_t 0.120 (0.119)] [data_t 0.002] [optim_t 0.118] [lr 0.001974] [CE 4.574 (4.582)] [KD 5.002 (5.070)] 2024-10-12 14:03:49,441 - Train: 39.99% [500300/1251000] [399.9/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.001974] [CE 4.538 (4.638)] [KD 5.124 (5.158)] 2024-10-12 14:03:55,282 - Train: 40.00% [500350/1251000] [400.0/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001974] [CE 4.342 (4.572)] [KD 5.021 (5.077)] 2024-10-12 14:04:01,020 - Train: 40.00% [500400/1251000] [400.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001974] [CE 4.597 (4.638)] [KD 5.222 (5.132)] 2024-10-12 14:04:05,947 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33301] [top5_cnt 43808] [top_all 50000] 2024-10-12 14:04:05,948 - net: 66.602 (87.616) 2024-10-12 14:04:10,910 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36302] [top5_cnt 45418] [top_all 50000] 2024-10-12 14:04:10,911 - net_E: 72.604 (90.836) 2024-10-12 14:04:11,048 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.604 (epoch: 400)] 2024-10-12 14:04:11,048 - ==> Total time: 17:26:23 Eta: 1 day, 2:09:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:04:20,235 - Train: 40.00% [500450/1251000] [400.0/1000.0] [batch_t 0.117 (0.128)] [data_t 0.003] [optim_t 0.115] [lr 0.001974] [CE 4.891 (4.641)] [KD 5.145 (5.110)] 2024-10-12 14:04:26,233 - Train: 40.01% [500500/1251000] [400.1/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.114] [lr 0.001974] [CE 4.598 (4.599)] [KD 4.965 (5.115)] 2024-10-12 14:04:32,174 - Train: 40.01% [500550/1251000] [400.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001973] [CE 4.552 (4.614)] [KD 5.211 (5.020)] 2024-10-12 14:04:38,386 - Train: 40.02% [500600/1251000] [400.2/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.001973] [CE 4.150 (4.600)] [KD 4.305 (5.102)] 2024-10-12 14:04:44,213 - Train: 40.02% [500650/1251000] [400.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.001973] [CE 4.608 (4.599)] [KD 5.109 (5.045)] 2024-10-12 14:04:50,150 - Train: 40.02% [500700/1251000] [400.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001973] [CE 4.806 (4.578)] [KD 5.403 (5.154)] 2024-10-12 14:04:55,949 - Train: 40.03% [500750/1251000] [400.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001973] [CE 4.896 (4.665)] [KD 5.262 (5.090)] 2024-10-12 14:05:01,748 - Train: 40.03% [500800/1251000] [400.3/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.001972] [CE 5.167 (4.583)] [KD 5.487 (5.113)] 2024-10-12 14:05:08,173 - Train: 40.04% [500850/1251000] [400.4/1000.0] [batch_t 0.115 (0.128)] [data_t 0.002] [optim_t 0.113] [lr 0.001972] [CE 4.678 (4.542)] [KD 5.272 (5.066)] 2024-10-12 14:05:13,984 - Train: 40.04% [500900/1251000] [400.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.001972] [CE 4.643 (4.586)] [KD 5.020 (5.082)] 2024-10-12 14:05:20,171 - Train: 40.04% [500950/1251000] [400.4/1000.0] [batch_t 0.126 (0.124)] [data_t 0.003] [optim_t 0.123] [lr 0.001972] [CE 4.431 (4.604)] [KD 4.947 (5.075)] 2024-10-12 14:05:26,243 - Train: 40.05% [501000/1251000] [400.5/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.001972] [CE 4.713 (4.562)] [KD 5.168 (5.070)] 2024-10-12 14:05:32,063 - Train: 40.05% [501050/1251000] [400.5/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001972] [CE 4.989 (4.667)] [KD 5.450 (5.114)] 2024-10-12 14:05:37,887 - Train: 40.06% [501100/1251000] [400.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.001971] [CE 4.552 (4.694)] [KD 4.915 (5.189)] 2024-10-12 14:05:43,941 - Train: 40.06% [501150/1251000] [400.6/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.001971] [CE 4.569 (4.576)] [KD 4.959 (5.110)] 2024-10-12 14:05:49,781 - Train: 40.06% [501200/1251000] [400.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.001971] [CE 4.582 (4.554)] [KD 4.971 (4.996)] 2024-10-12 14:05:55,670 - Train: 40.07% [501250/1251000] [400.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.001971] [CE 4.357 (4.637)] [KD 5.049 (5.080)] 2024-10-12 14:06:01,822 - Train: 40.07% [501300/1251000] [400.7/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001971] [CE 4.563 (4.660)] [KD 4.912 (5.150)] 2024-10-12 14:06:07,840 - Train: 40.08% [501350/1251000] [400.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001971] [CE 4.934 (4.625)] [KD 5.106 (5.116)] 2024-10-12 14:06:13,818 - Train: 40.08% [501400/1251000] [400.8/1000.0] [batch_t 0.124 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.001970] [CE 4.836 (4.558)] [KD 5.312 (5.054)] 2024-10-12 14:06:20,144 - Train: 40.08% [501450/1251000] [400.8/1000.0] [batch_t 0.118 (0.126)] [data_t 0.003] [optim_t 0.116] [lr 0.001970] [CE 4.492 (4.614)] [KD 5.194 (5.095)] 2024-10-12 14:06:26,169 - Train: 40.09% [501500/1251000] [400.9/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.001970] [CE 4.788 (4.661)] [KD 5.293 (5.184)] 2024-10-12 14:06:32,210 - Train: 40.09% [501550/1251000] [400.9/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.001970] [CE 4.599 (4.580)] [KD 5.113 (5.117)] 2024-10-12 14:06:38,107 - Train: 40.10% [501600/1251000] [401.0/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.001970] [CE 4.905 (4.575)] [KD 5.337 (5.094)] 2024-10-12 14:06:43,944 - Train: 40.10% [501650/1251000] [401.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001969] [CE 4.332 (4.555)] [KD 5.435 (5.068)] 2024-10-12 14:06:49,082 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.096)] [top1_cnt 32734] [top5_cnt 43534] [top_all 50000] 2024-10-12 14:06:49,083 - net: 65.468 (87.068) 2024-10-12 14:06:54,035 - Test (net_E): 100.00% [50/50] [batch_t 0.035 (0.093)] [top1_cnt 36287] [top5_cnt 45424] [top_all 50000] 2024-10-12 14:06:54,035 - net_E: 72.574 (90.848) 2024-10-12 14:06:54,179 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.604 (epoch: 400)] 2024-10-12 14:06:54,180 - ==> Total time: 17:29:06 Eta: 1 day, 2:07:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:07:01,821 - Train: 40.10% [501700/1251000] [401.0/1000.0] [batch_t 0.116 (0.131)] [data_t 0.002] [optim_t 0.114] [lr 0.001969] [CE 4.412 (4.610)] [KD 4.727 (5.078)] 2024-10-12 14:07:07,831 - Train: 40.11% [501750/1251000] [401.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001969] [CE 4.512 (4.614)] [KD 4.941 (5.033)] 2024-10-12 14:07:14,190 - Train: 40.11% [501800/1251000] [401.1/1000.0] [batch_t 0.116 (0.127)] [data_t 0.002] [optim_t 0.113] [lr 0.001969] [CE 4.523 (4.572)] [KD 5.054 (5.055)] 2024-10-12 14:07:20,143 - Train: 40.12% [501850/1251000] [401.2/1000.0] [batch_t 0.122 (0.119)] [data_t 0.002] [optim_t 0.119] [lr 0.001969] [CE 4.693 (4.644)] [KD 5.204 (5.157)] 2024-10-12 14:07:26,014 - Train: 40.12% [501900/1251000] [401.2/1000.0] [batch_t 0.121 (0.117)] [data_t 0.003] [optim_t 0.119] [lr 0.001969] [CE 4.131 (4.631)] [KD 4.769 (5.155)] 2024-10-12 14:07:32,158 - Train: 40.12% [501950/1251000] [401.2/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.001968] [CE 4.616 (4.595)] [KD 5.053 (5.046)] 2024-10-12 14:07:38,241 - Train: 40.13% [502000/1251000] [401.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.001968] [CE 4.989 (4.640)] [KD 5.543 (5.132)] 2024-10-12 14:07:44,346 - Train: 40.13% [502050/1251000] [401.3/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.001968] [CE 4.738 (4.604)] [KD 5.118 (5.074)] 2024-10-12 14:07:50,469 - Train: 40.14% [502100/1251000] [401.4/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.001968] [CE 4.651 (4.697)] [KD 5.167 (5.242)] 2024-10-12 14:07:56,497 - Train: 40.14% [502150/1251000] [401.4/1000.0] [batch_t 0.119 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001968] [CE 4.516 (4.574)] [KD 5.139 (5.119)] 2024-10-12 14:08:02,700 - Train: 40.14% [502200/1251000] [401.4/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.001968] [CE 4.455 (4.585)] [KD 5.189 (5.102)] 2024-10-12 14:08:08,904 - Train: 40.15% [502250/1251000] [401.5/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.001967] [CE 4.701 (4.635)] [KD 5.091 (5.083)] 2024-10-12 14:08:14,927 - Train: 40.15% [502300/1251000] [401.5/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001967] [CE 4.735 (4.596)] [KD 5.083 (5.081)] 2024-10-12 14:08:20,952 - Train: 40.16% [502350/1251000] [401.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.001967] [CE 4.415 (4.644)] [KD 5.251 (5.105)] 2024-10-12 14:08:26,886 - Train: 40.16% [502400/1251000] [401.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001967] [CE 4.704 (4.593)] [KD 4.885 (5.037)] 2024-10-12 14:08:32,846 - Train: 40.16% [502450/1251000] [401.6/1000.0] [batch_t 0.121 (0.119)] [data_t 0.003] [optim_t 0.119] [lr 0.001967] [CE 4.718 (4.572)] [KD 4.990 (5.133)] 2024-10-12 14:08:39,061 - Train: 40.17% [502500/1251000] [401.7/1000.0] [batch_t 0.122 (0.124)] [data_t 0.003] [optim_t 0.119] [lr 0.001966] [CE 4.636 (4.564)] [KD 5.042 (5.099)] 2024-10-12 14:08:45,354 - Train: 40.17% [502550/1251000] [401.7/1000.0] [batch_t 0.117 (0.126)] [data_t 0.002] [optim_t 0.114] [lr 0.001966] [CE 4.260 (4.564)] [KD 4.796 (5.027)] 2024-10-12 14:08:51,218 - Train: 40.18% [502600/1251000] [401.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001966] [CE 4.782 (4.621)] [KD 5.148 (5.108)] 2024-10-12 14:08:57,426 - Train: 40.18% [502650/1251000] [401.8/1000.0] [batch_t 0.118 (0.124)] [data_t 0.003] [optim_t 0.116] [lr 0.001966] [CE 4.620 (4.630)] [KD 5.163 (5.142)] 2024-10-12 14:09:03,283 - Train: 40.18% [502700/1251000] [401.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.001966] [CE 4.765 (4.583)] [KD 5.653 (5.054)] 2024-10-12 14:09:09,333 - Train: 40.19% [502750/1251000] [401.9/1000.0] [batch_t 0.121 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.001966] [CE 4.285 (4.687)] [KD 4.831 (5.159)] 2024-10-12 14:09:15,331 - Train: 40.19% [502800/1251000] [401.9/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001965] [CE 4.737 (4.562)] [KD 5.294 (5.063)] 2024-10-12 14:09:21,406 - Train: 40.20% [502850/1251000] [402.0/1000.0] [batch_t 0.124 (0.121)] [data_t 0.002] [optim_t 0.121] [lr 0.001965] [CE 4.885 (4.604)] [KD 4.975 (5.137)] 2024-10-12 14:09:27,414 - Train: 40.20% [502900/1251000] [402.0/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001965] [CE 4.406 (4.578)] [KD 5.219 (5.031)] 2024-10-12 14:09:32,724 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.097)] [top1_cnt 33224] [top5_cnt 43685] [top_all 50000] 2024-10-12 14:09:32,724 - net: 66.448 (87.370) 2024-10-12 14:09:37,778 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.095)] [top1_cnt 36334] [top5_cnt 45442] [top_all 50000] 2024-10-12 14:09:37,779 - net_E: 72.668 (90.884) 2024-10-12 14:09:37,916 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.668 (epoch: 402)] 2024-10-12 14:09:37,917 - ==> Total time: 17:31:50 Eta: 1 day, 2:04:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:09:47,562 - Train: 40.20% [502950/1251000] [402.0/1000.0] [batch_t 0.121 (0.126)] [data_t 0.002] [optim_t 0.118] [lr 0.001965] [CE 4.333 (4.553)] [KD 4.891 (5.008)] 2024-10-12 14:09:53,936 - Train: 40.21% [503000/1251000] [402.1/1000.0] [batch_t 0.119 (0.127)] [data_t 0.002] [optim_t 0.117] [lr 0.001965] [CE 4.796 (4.510)] [KD 5.066 (4.968)] 2024-10-12 14:09:59,768 - Train: 40.21% [503050/1251000] [402.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001964] [CE 4.528 (4.626)] [KD 4.928 (5.103)] 2024-10-12 14:10:05,899 - Train: 40.22% [503100/1251000] [402.2/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.001964] [CE 4.884 (4.689)] [KD 4.890 (5.154)] 2024-10-12 14:10:11,893 - Train: 40.22% [503150/1251000] [402.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001964] [CE 4.503 (4.578)] [KD 5.001 (5.085)] 2024-10-12 14:10:17,832 - Train: 40.22% [503200/1251000] [402.2/1000.0] [batch_t 0.126 (0.119)] [data_t 0.003] [optim_t 0.124] [lr 0.001964] [CE 4.970 (4.615)] [KD 5.331 (5.075)] 2024-10-12 14:10:23,837 - Train: 40.23% [503250/1251000] [402.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001964] [CE 5.175 (4.660)] [KD 5.234 (5.173)] 2024-10-12 14:10:29,907 - Train: 40.23% [503300/1251000] [402.3/1000.0] [batch_t 0.120 (0.121)] [data_t 0.003] [optim_t 0.117] [lr 0.001964] [CE 4.771 (4.585)] [KD 5.107 (5.135)] 2024-10-12 14:10:35,986 - Train: 40.24% [503350/1251000] [402.4/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001963] [CE 4.690 (4.544)] [KD 5.261 (5.121)] 2024-10-12 14:10:42,266 - Train: 40.24% [503400/1251000] [402.4/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.001963] [CE 5.078 (4.549)] [KD 5.396 (5.091)] 2024-10-12 14:10:48,165 - Train: 40.24% [503450/1251000] [402.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001963] [CE 4.911 (4.636)] [KD 5.470 (5.122)] 2024-10-12 14:10:54,000 - Train: 40.25% [503500/1251000] [402.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001963] [CE 4.237 (4.560)] [KD 4.841 (5.137)] 2024-10-12 14:11:00,081 - Train: 40.25% [503550/1251000] [402.5/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.001963] [CE 4.428 (4.569)] [KD 5.212 (5.095)] 2024-10-12 14:11:06,088 - Train: 40.26% [503600/1251000] [402.6/1000.0] [batch_t 0.122 (0.120)] [data_t 0.003] [optim_t 0.119] [lr 0.001963] [CE 4.316 (4.578)] [KD 4.557 (5.075)] 2024-10-12 14:11:12,246 - Train: 40.26% [503650/1251000] [402.6/1000.0] [batch_t 0.249 (0.123)] [data_t 0.003] [optim_t 0.247] [lr 0.001962] [CE 4.788 (4.595)] [KD 5.563 (5.097)] 2024-10-12 14:11:18,361 - Train: 40.26% [503700/1251000] [402.6/1000.0] [batch_t 0.114 (0.122)] [data_t 0.003] [optim_t 0.111] [lr 0.001962] [CE 4.586 (4.624)] [KD 4.755 (5.091)] 2024-10-12 14:11:24,212 - Train: 40.27% [503750/1251000] [402.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001962] [CE 4.746 (4.610)] [KD 5.098 (5.142)] 2024-10-12 14:11:30,231 - Train: 40.27% [503800/1251000] [402.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001962] [CE 4.512 (4.688)] [KD 4.989 (5.199)] 2024-10-12 14:11:36,287 - Train: 40.28% [503850/1251000] [402.8/1000.0] [batch_t 0.250 (0.121)] [data_t 0.003] [optim_t 0.247] [lr 0.001962] [CE 5.346 (4.682)] [KD 5.785 (5.159)] 2024-10-12 14:11:42,056 - Train: 40.28% [503900/1251000] [402.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.001961] [CE 5.010 (4.680)] [KD 5.602 (5.175)] 2024-10-12 14:11:47,970 - Train: 40.28% [503950/1251000] [402.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.001961] [CE 5.165 (4.635)] [KD 5.459 (5.094)] 2024-10-12 14:11:53,971 - Train: 40.29% [504000/1251000] [402.9/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001961] [CE 5.127 (4.612)] [KD 5.229 (5.078)] 2024-10-12 14:11:59,698 - Train: 40.29% [504050/1251000] [402.9/1000.0] [batch_t 0.119 (0.114)] [data_t 0.002] [optim_t 0.117] [lr 0.001961] [CE 4.461 (4.646)] [KD 4.883 (5.184)] 2024-10-12 14:12:05,768 - Train: 40.30% [504100/1251000] [403.0/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.001961] [CE 5.151 (4.633)] [KD 5.388 (5.157)] 2024-10-12 14:12:11,839 - Train: 40.30% [504150/1251000] [403.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001961] [CE 4.623 (4.698)] [KD 5.259 (5.124)] 2024-10-12 14:12:17,091 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 32585] [top5_cnt 43220] [top_all 50000] 2024-10-12 14:12:17,092 - net: 65.170 (86.440) 2024-10-12 14:12:22,064 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.093)] [top1_cnt 36333] [top5_cnt 45462] [top_all 50000] 2024-10-12 14:12:22,064 - net_E: 72.666 (90.924) 2024-10-12 14:12:22,195 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.668 (epoch: 402)] 2024-10-12 14:12:22,195 - ==> Total time: 17:34:34 Eta: 1 day, 2:02:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:12:29,547 - Train: 40.30% [504200/1251000] [403.0/1000.0] [batch_t 0.115 (0.134)] [data_t 0.002] [optim_t 0.112] [lr 0.001960] [CE 4.741 (4.644)] [KD 5.259 (5.116)] 2024-10-12 14:12:35,653 - Train: 40.31% [504250/1251000] [403.1/1000.0] [batch_t 0.116 (0.122)] [data_t 0.003] [optim_t 0.114] [lr 0.001960] [CE 5.067 (4.662)] [KD 5.158 (5.117)] 2024-10-12 14:12:41,505 - Train: 40.31% [504300/1251000] [403.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001960] [CE 4.733 (4.597)] [KD 5.108 (5.100)] 2024-10-12 14:12:47,386 - Train: 40.32% [504350/1251000] [403.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001960] [CE 5.174 (4.611)] [KD 5.589 (5.068)] 2024-10-12 14:12:53,576 - Train: 40.32% [504400/1251000] [403.2/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.112] [lr 0.001960] [CE 4.458 (4.627)] [KD 5.275 (5.143)] 2024-10-12 14:12:59,679 - Train: 40.32% [504450/1251000] [403.2/1000.0] [batch_t 0.119 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.001960] [CE 4.803 (4.671)] [KD 5.135 (5.146)] 2024-10-12 14:13:05,771 - Train: 40.33% [504500/1251000] [403.3/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.001959] [CE 4.675 (4.634)] [KD 5.216 (5.071)] 2024-10-12 14:13:11,727 - Train: 40.33% [504550/1251000] [403.3/1000.0] [batch_t 0.120 (0.119)] [data_t 0.003] [optim_t 0.117] [lr 0.001959] [CE 4.437 (4.559)] [KD 4.925 (5.017)] 2024-10-12 14:13:17,770 - Train: 40.34% [504600/1251000] [403.4/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.001959] [CE 4.183 (4.504)] [KD 5.127 (5.009)] 2024-10-12 14:13:23,754 - Train: 40.34% [504650/1251000] [403.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.116] [lr 0.001959] [CE 4.954 (4.599)] [KD 5.141 (5.060)] 2024-10-12 14:13:30,136 - Train: 40.34% [504700/1251000] [403.4/1000.0] [batch_t 0.122 (0.128)] [data_t 0.003] [optim_t 0.120] [lr 0.001959] [CE 4.311 (4.605)] [KD 5.031 (5.056)] 2024-10-12 14:13:36,047 - Train: 40.35% [504750/1251000] [403.5/1000.0] [batch_t 0.122 (0.118)] [data_t 0.003] [optim_t 0.119] [lr 0.001958] [CE 4.450 (4.603)] [KD 4.702 (5.095)] 2024-10-12 14:13:42,120 - Train: 40.35% [504800/1251000] [403.5/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.001958] [CE 4.652 (4.652)] [KD 5.007 (5.138)] 2024-10-12 14:13:48,640 - Train: 40.36% [504850/1251000] [403.6/1000.0] [batch_t 0.118 (0.130)] [data_t 0.002] [optim_t 0.115] [lr 0.001958] [CE 4.288 (4.644)] [KD 4.722 (5.134)] 2024-10-12 14:13:54,650 - Train: 40.36% [504900/1251000] [403.6/1000.0] [batch_t 0.254 (0.120)] [data_t 0.002] [optim_t 0.251] [lr 0.001958] [CE 4.275 (4.472)] [KD 5.096 (5.068)] 2024-10-12 14:14:00,494 - Train: 40.36% [504950/1251000] [403.6/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001958] [CE 4.676 (4.626)] [KD 5.294 (5.120)] 2024-10-12 14:14:06,575 - Train: 40.37% [505000/1251000] [403.7/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001958] [CE 4.786 (4.618)] [KD 5.236 (5.107)] 2024-10-12 14:14:12,396 - Train: 40.37% [505050/1251000] [403.7/1000.0] [batch_t 0.119 (0.116)] [data_t 0.003] [optim_t 0.116] [lr 0.001957] [CE 4.839 (4.634)] [KD 5.436 (5.136)] 2024-10-12 14:14:18,481 - Train: 40.38% [505100/1251000] [403.8/1000.0] [batch_t 0.123 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.001957] [CE 4.682 (4.588)] [KD 5.272 (5.054)] 2024-10-12 14:14:24,337 - Train: 40.38% [505150/1251000] [403.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001957] [CE 4.399 (4.613)] [KD 4.976 (5.149)] 2024-10-12 14:14:30,246 - Train: 40.38% [505200/1251000] [403.8/1000.0] [batch_t 0.120 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.001957] [CE 4.376 (4.605)] [KD 5.017 (5.169)] 2024-10-12 14:14:36,695 - Train: 40.39% [505250/1251000] [403.9/1000.0] [batch_t 0.129 (0.129)] [data_t 0.002] [optim_t 0.127] [lr 0.001957] [CE 4.251 (4.682)] [KD 4.853 (5.183)] 2024-10-12 14:14:42,954 - Train: 40.39% [505300/1251000] [403.9/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.001956] [CE 5.022 (4.681)] [KD 5.229 (5.237)] 2024-10-12 14:14:49,002 - Train: 40.40% [505350/1251000] [404.0/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.001956] [CE 4.424 (4.641)] [KD 5.117 (5.115)] 2024-10-12 14:14:55,103 - Train: 40.40% [505400/1251000] [404.0/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.001956] [CE 4.762 (4.594)] [KD 5.360 (5.051)] 2024-10-12 14:15:00,492 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 33184] [top5_cnt 43742] [top_all 50000] 2024-10-12 14:15:00,492 - net: 66.368 (87.484) 2024-10-12 14:15:05,621 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.096)] [top1_cnt 36323] [top5_cnt 45451] [top_all 50000] 2024-10-12 14:15:05,622 - net_E: 72.646 (90.902) 2024-10-12 14:15:05,747 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.668 (epoch: 402)] 2024-10-12 14:15:05,747 - ==> Total time: 17:37:18 Eta: 1 day, 1:59:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:15:12,848 - Train: 40.40% [505450/1251000] [404.0/1000.0] [batch_t 0.118 (0.127)] [data_t 0.002] [optim_t 0.115] [lr 0.001956] [CE 4.475 (4.541)] [KD 5.004 (5.045)] 2024-10-12 14:15:18,932 - Train: 40.41% [505500/1251000] [404.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001956] [CE 4.360 (4.512)] [KD 4.941 (5.020)] 2024-10-12 14:15:24,780 - Train: 40.41% [505550/1251000] [404.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001956] [CE 4.346 (4.649)] [KD 5.059 (5.044)] 2024-10-12 14:15:30,786 - Train: 40.42% [505600/1251000] [404.2/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.001955] [CE 4.803 (4.593)] [KD 5.349 (5.109)] 2024-10-12 14:15:36,955 - Train: 40.42% [505650/1251000] [404.2/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.001955] [CE 4.637 (4.569)] [KD 5.142 (5.113)] 2024-10-12 14:15:43,156 - Train: 40.42% [505700/1251000] [404.2/1000.0] [batch_t 0.122 (0.124)] [data_t 0.003] [optim_t 0.119] [lr 0.001955] [CE 4.683 (4.635)] [KD 5.208 (5.173)] 2024-10-12 14:15:49,223 - Train: 40.43% [505750/1251000] [404.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.001955] [CE 4.426 (4.574)] [KD 5.073 (5.061)] 2024-10-12 14:15:55,219 - Train: 40.43% [505800/1251000] [404.3/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001955] [CE 4.712 (4.628)] [KD 5.131 (5.122)] 2024-10-12 14:16:01,152 - Train: 40.44% [505850/1251000] [404.4/1000.0] [batch_t 0.118 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.001955] [CE 4.258 (4.602)] [KD 4.716 (5.018)] 2024-10-12 14:16:07,017 - Train: 40.44% [505900/1251000] [404.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.001954] [CE 4.764 (4.645)] [KD 5.401 (5.095)] 2024-10-12 14:16:12,935 - Train: 40.44% [505950/1251000] [404.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001954] [CE 4.643 (4.623)] [KD 5.108 (5.128)] 2024-10-12 14:16:18,811 - Train: 40.45% [506000/1251000] [404.5/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001954] [CE 3.984 (4.607)] [KD 5.070 (5.162)] 2024-10-12 14:16:25,120 - Train: 40.45% [506050/1251000] [404.5/1000.0] [batch_t 0.118 (0.126)] [data_t 0.002] [optim_t 0.116] [lr 0.001954] [CE 5.173 (4.520)] [KD 5.356 (5.095)] 2024-10-12 14:16:31,246 - Train: 40.46% [506100/1251000] [404.6/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001954] [CE 4.694 (4.628)] [KD 5.028 (5.135)] 2024-10-12 14:16:37,238 - Train: 40.46% [506150/1251000] [404.6/1000.0] [batch_t 0.122 (0.120)] [data_t 0.002] [optim_t 0.120] [lr 0.001953] [CE 4.332 (4.609)] [KD 5.044 (5.074)] 2024-10-12 14:16:43,309 - Train: 40.46% [506200/1251000] [404.6/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.001953] [CE 5.020 (4.618)] [KD 5.301 (5.081)] 2024-10-12 14:16:49,398 - Train: 40.47% [506250/1251000] [404.7/1000.0] [batch_t 0.115 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.001953] [CE 4.565 (4.707)] [KD 5.011 (5.113)] 2024-10-12 14:16:55,310 - Train: 40.47% [506300/1251000] [404.7/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.117] [lr 0.001953] [CE 4.860 (4.631)] [KD 5.007 (5.055)] 2024-10-12 14:17:01,304 - Train: 40.48% [506350/1251000] [404.8/1000.0] [batch_t 0.119 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.001953] [CE 4.968 (4.642)] [KD 5.125 (5.116)] 2024-10-12 14:17:07,157 - Train: 40.48% [506400/1251000] [404.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.001953] [CE 4.648 (4.651)] [KD 5.143 (5.167)] 2024-10-12 14:17:13,173 - Train: 40.48% [506450/1251000] [404.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.001952] [CE 4.319 (4.637)] [KD 4.951 (5.197)] 2024-10-12 14:17:19,272 - Train: 40.49% [506500/1251000] [404.9/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.116] [lr 0.001952] [CE 5.080 (4.680)] [KD 5.263 (5.186)] 2024-10-12 14:17:25,540 - Train: 40.49% [506550/1251000] [404.9/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.118] [lr 0.001952] [CE 4.564 (4.639)] [KD 4.885 (5.111)] 2024-10-12 14:17:31,440 - Train: 40.50% [506600/1251000] [405.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001952] [CE 4.662 (4.605)] [KD 5.201 (5.104)] 2024-10-12 14:17:37,497 - Train: 40.50% [506650/1251000] [405.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001952] [CE 4.266 (4.615)] [KD 4.888 (5.117)] 2024-10-12 14:17:42,979 - Test (net): 100.00% [50/50] [batch_t 0.017 (0.094)] [top1_cnt 32703] [top5_cnt 43451] [top_all 50000] 2024-10-12 14:17:42,979 - net: 65.406 (86.902) 2024-10-12 14:17:48,251 - Test (net_E): 100.00% [50/50] [batch_t 0.016 (0.099)] [top1_cnt 36352] [top5_cnt 45430] [top_all 50000] 2024-10-12 14:17:48,251 - net_E: 72.704 (90.860) 2024-10-12 14:17:48,377 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.704 (epoch: 405)] 2024-10-12 14:17:48,378 - ==> Total time: 17:40:01 Eta: 1 day, 1:57:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:17:57,651 - Train: 40.50% [506700/1251000] [405.0/1000.0] [batch_t 0.121 (0.124)] [data_t 0.003] [optim_t 0.118] [lr 0.001951] [CE 4.369 (4.608)] [KD 4.911 (5.044)] 2024-10-12 14:18:03,636 - Train: 40.51% [506750/1251000] [405.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001951] [CE 4.652 (4.599)] [KD 5.210 (5.080)] 2024-10-12 14:18:09,932 - Train: 40.51% [506800/1251000] [405.1/1000.0] [batch_t 0.262 (0.126)] [data_t 0.002] [optim_t 0.259] [lr 0.001951] [CE 4.461 (4.634)] [KD 5.142 (5.112)] 2024-10-12 14:18:16,029 - Train: 40.52% [506850/1251000] [405.2/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.001951] [CE 4.381 (4.575)] [KD 4.997 (5.024)] 2024-10-12 14:18:22,167 - Train: 40.52% [506900/1251000] [405.2/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.001951] [CE 4.713 (4.627)] [KD 4.963 (5.005)] 2024-10-12 14:18:28,399 - Train: 40.52% [506950/1251000] [405.2/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.113] [lr 0.001951] [CE 4.548 (4.628)] [KD 5.145 (5.105)] 2024-10-12 14:18:34,269 - Train: 40.53% [507000/1251000] [405.3/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.001950] [CE 4.249 (4.712)] [KD 4.762 (5.122)] 2024-10-12 14:18:40,316 - Train: 40.53% [507050/1251000] [405.3/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001950] [CE 4.128 (4.587)] [KD 4.998 (5.048)] 2024-10-12 14:18:46,358 - Train: 40.54% [507100/1251000] [405.4/1000.0] [batch_t 0.117 (0.121)] [data_t 0.003] [optim_t 0.114] [lr 0.001950] [CE 4.505 (4.538)] [KD 4.892 (5.021)] 2024-10-12 14:18:52,323 - Train: 40.54% [507150/1251000] [405.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001950] [CE 4.333 (4.716)] [KD 4.981 (5.091)] 2024-10-12 14:18:58,171 - Train: 40.54% [507200/1251000] [405.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001950] [CE 4.958 (4.642)] [KD 5.158 (5.159)] 2024-10-12 14:19:04,222 - Train: 40.55% [507250/1251000] [405.5/1000.0] [batch_t 0.118 (0.121)] [data_t 0.003] [optim_t 0.115] [lr 0.001950] [CE 4.313 (4.705)] [KD 4.822 (5.145)] 2024-10-12 14:19:10,439 - Train: 40.55% [507300/1251000] [405.5/1000.0] [batch_t 0.115 (0.124)] [data_t 0.002] [optim_t 0.113] [lr 0.001949] [CE 5.094 (4.658)] [KD 5.470 (5.118)] 2024-10-12 14:19:16,341 - Train: 40.56% [507350/1251000] [405.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.001949] [CE 4.838 (4.585)] [KD 5.094 (5.079)] 2024-10-12 14:19:22,500 - Train: 40.56% [507400/1251000] [405.6/1000.0] [batch_t 0.116 (0.123)] [data_t 0.003] [optim_t 0.113] [lr 0.001949] [CE 4.479 (4.598)] [KD 5.155 (5.059)] 2024-10-12 14:19:28,331 - Train: 40.56% [507450/1251000] [405.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001949] [CE 4.635 (4.641)] [KD 5.010 (5.047)] 2024-10-12 14:19:34,324 - Train: 40.57% [507500/1251000] [405.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.001949] [CE 4.957 (4.618)] [KD 5.278 (5.049)] 2024-10-12 14:19:40,286 - Train: 40.57% [507550/1251000] [405.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.001948] [CE 4.712 (4.721)] [KD 5.130 (5.133)] 2024-10-12 14:19:46,120 - Train: 40.58% [507600/1251000] [405.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001948] [CE 4.817 (4.622)] [KD 5.524 (5.135)] 2024-10-12 14:19:51,950 - Train: 40.58% [507650/1251000] [405.8/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.001948] [CE 4.381 (4.554)] [KD 4.817 (5.102)] 2024-10-12 14:19:58,079 - Train: 40.58% [507700/1251000] [405.8/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.001948] [CE 5.145 (4.606)] [KD 5.721 (5.100)] 2024-10-12 14:20:04,078 - Train: 40.59% [507750/1251000] [405.9/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.114] [lr 0.001948] [CE 4.696 (4.602)] [KD 5.253 (5.043)] 2024-10-12 14:20:10,332 - Train: 40.59% [507800/1251000] [405.9/1000.0] [batch_t 0.117 (0.125)] [data_t 0.002] [optim_t 0.115] [lr 0.001948] [CE 4.314 (4.529)] [KD 4.619 (5.064)] 2024-10-12 14:20:16,227 - Train: 40.60% [507850/1251000] [406.0/1000.0] [batch_t 0.121 (0.118)] [data_t 0.003] [optim_t 0.118] [lr 0.001947] [CE 4.833 (4.658)] [KD 5.315 (5.112)] 2024-10-12 14:20:22,205 - Train: 40.60% [507900/1251000] [406.0/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001947] [CE 4.333 (4.587)] [KD 5.149 (5.016)] 2024-10-12 14:20:27,933 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.097)] [top1_cnt 33320] [top5_cnt 43761] [top_all 50000] 2024-10-12 14:20:27,934 - net: 66.640 (87.522) 2024-10-12 14:20:32,879 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 36332] [top5_cnt 45458] [top_all 50000] 2024-10-12 14:20:32,879 - net_E: 72.664 (90.916) 2024-10-12 14:20:33,025 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.704 (epoch: 405)] 2024-10-12 14:20:33,025 - ==> Total time: 17:42:45 Eta: 1 day, 1:54:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:20:40,188 - Train: 40.60% [507950/1251000] [406.0/1000.0] [batch_t 0.125 (0.137)] [data_t 0.003] [optim_t 0.122] [lr 0.001947] [CE 4.620 (4.650)] [KD 5.155 (5.010)] 2024-10-12 14:20:46,197 - Train: 40.61% [508000/1251000] [406.1/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.001947] [CE 4.562 (4.612)] [KD 5.054 (5.028)] 2024-10-12 14:20:52,202 - Train: 40.61% [508050/1251000] [406.1/1000.0] [batch_t 0.121 (0.120)] [data_t 0.003] [optim_t 0.118] [lr 0.001947] [CE 5.082 (4.710)] [KD 5.292 (5.071)] 2024-10-12 14:20:58,403 - Train: 40.62% [508100/1251000] [406.2/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.115] [lr 0.001947] [CE 4.375 (4.680)] [KD 5.116 (5.185)] 2024-10-12 14:21:04,860 - Train: 40.62% [508150/1251000] [406.2/1000.0] [batch_t 0.117 (0.129)] [data_t 0.003] [optim_t 0.115] [lr 0.001946] [CE 4.253 (4.603)] [KD 4.569 (5.123)] 2024-10-12 14:21:10,994 - Train: 40.62% [508200/1251000] [406.2/1000.0] [batch_t 0.275 (0.123)] [data_t 0.003] [optim_t 0.272] [lr 0.001946] [CE 4.581 (4.624)] [KD 5.106 (5.139)] 2024-10-12 14:21:17,301 - Train: 40.63% [508250/1251000] [406.3/1000.0] [batch_t 0.116 (0.126)] [data_t 0.003] [optim_t 0.114] [lr 0.001946] [CE 4.347 (4.611)] [KD 4.929 (5.079)] 2024-10-12 14:21:23,540 - Train: 40.63% [508300/1251000] [406.3/1000.0] [batch_t 0.120 (0.125)] [data_t 0.002] [optim_t 0.117] [lr 0.001946] [CE 4.406 (4.558)] [KD 4.809 (5.045)] 2024-10-12 14:21:29,520 - Train: 40.64% [508350/1251000] [406.4/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.001946] [CE 4.539 (4.624)] [KD 5.064 (5.119)] 2024-10-12 14:21:35,420 - Train: 40.64% [508400/1251000] [406.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.001945] [CE 4.357 (4.594)] [KD 4.934 (5.062)] 2024-10-12 14:21:41,519 - Train: 40.64% [508450/1251000] [406.4/1000.0] [batch_t 0.122 (0.122)] [data_t 0.002] [optim_t 0.120] [lr 0.001945] [CE 4.397 (4.621)] [KD 4.945 (5.108)] 2024-10-12 14:21:47,657 - Train: 40.65% [508500/1251000] [406.5/1000.0] [batch_t 0.119 (0.123)] [data_t 0.002] [optim_t 0.116] [lr 0.001945] [CE 4.721 (4.556)] [KD 4.974 (5.087)] 2024-10-12 14:21:53,912 - Train: 40.65% [508550/1251000] [406.5/1000.0] [batch_t 0.115 (0.125)] [data_t 0.002] [optim_t 0.113] [lr 0.001945] [CE 4.685 (4.661)] [KD 5.083 (5.031)] 2024-10-12 14:21:59,796 - Train: 40.66% [508600/1251000] [406.6/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001945] [CE 5.335 (4.574)] [KD 5.346 (5.013)] 2024-10-12 14:22:05,936 - Train: 40.66% [508650/1251000] [406.6/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.001945] [CE 4.308 (4.678)] [KD 5.105 (5.104)] 2024-10-12 14:22:11,870 - Train: 40.66% [508700/1251000] [406.6/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001944] [CE 4.785 (4.667)] [KD 4.982 (5.074)] 2024-10-12 14:22:17,928 - Train: 40.67% [508750/1251000] [406.7/1000.0] [batch_t 0.120 (0.121)] [data_t 0.002] [optim_t 0.118] [lr 0.001944] [CE 3.836 (4.624)] [KD 4.601 (5.105)] 2024-10-12 14:22:24,003 - Train: 40.67% [508800/1251000] [406.7/1000.0] [batch_t 0.119 (0.121)] [data_t 0.003] [optim_t 0.116] [lr 0.001944] [CE 4.680 (4.577)] [KD 5.084 (5.183)] 2024-10-12 14:22:30,085 - Train: 40.68% [508850/1251000] [406.8/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.001944] [CE 4.393 (4.581)] [KD 4.922 (5.134)] 2024-10-12 14:22:36,095 - Train: 40.68% [508900/1251000] [406.8/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001944] [CE 5.252 (4.636)] [KD 5.189 (5.103)] 2024-10-12 14:22:41,955 - Train: 40.68% [508950/1251000] [406.8/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001943] [CE 5.126 (4.642)] [KD 5.409 (5.125)] 2024-10-12 14:22:48,062 - Train: 40.69% [509000/1251000] [406.9/1000.0] [batch_t 0.115 (0.122)] [data_t 0.003] [optim_t 0.112] [lr 0.001943] [CE 4.469 (4.706)] [KD 5.264 (5.213)] 2024-10-12 14:22:54,103 - Train: 40.69% [509050/1251000] [406.9/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001943] [CE 4.555 (4.559)] [KD 5.104 (5.067)] 2024-10-12 14:23:00,212 - Train: 40.70% [509100/1251000] [407.0/1000.0] [batch_t 0.118 (0.122)] [data_t 0.003] [optim_t 0.116] [lr 0.001943] [CE 4.822 (4.612)] [KD 5.285 (5.054)] 2024-10-12 14:23:06,315 - Train: 40.70% [509150/1251000] [407.0/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.001943] [CE 4.572 (4.616)] [KD 4.913 (5.057)] 2024-10-12 14:23:12,230 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.098)] [top1_cnt 32380] [top5_cnt 43219] [top_all 50000] 2024-10-12 14:23:12,230 - net: 64.760 (86.438) 2024-10-12 14:23:17,179 - Test (net_E): 100.00% [50/50] [batch_t 0.092 (0.092)] [top1_cnt 36309] [top5_cnt 45475] [top_all 50000] 2024-10-12 14:23:17,179 - net_E: 72.618 (90.950) 2024-10-12 14:23:17,318 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.704 (epoch: 405)] 2024-10-12 14:23:17,319 - ==> Total time: 17:45:29 Eta: 1 day, 1:52:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:23:24,024 - Train: 40.70% [509200/1251000] [407.0/1000.0] [batch_t 0.117 (0.129)] [data_t 0.002] [optim_t 0.115] [lr 0.001943] [CE 4.946 (4.605)] [KD 4.907 (5.022)] 2024-10-12 14:23:30,068 - Train: 40.71% [509250/1251000] [407.1/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001942] [CE 5.008 (4.627)] [KD 5.199 (5.075)] 2024-10-12 14:23:36,181 - Train: 40.71% [509300/1251000] [407.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.001942] [CE 4.363 (4.650)] [KD 4.910 (5.040)] 2024-10-12 14:23:42,290 - Train: 40.72% [509350/1251000] [407.2/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001942] [CE 4.585 (4.528)] [KD 5.213 (4.998)] 2024-10-12 14:23:48,168 - Train: 40.72% [509400/1251000] [407.2/1000.0] [batch_t 0.119 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.001942] [CE 4.651 (4.558)] [KD 4.829 (4.980)] 2024-10-12 14:23:54,149 - Train: 40.72% [509450/1251000] [407.2/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.001942] [CE 4.474 (4.638)] [KD 5.074 (5.084)] 2024-10-12 14:24:00,103 - Train: 40.73% [509500/1251000] [407.3/1000.0] [batch_t 0.124 (0.119)] [data_t 0.003] [optim_t 0.121] [lr 0.001942] [CE 5.172 (4.636)] [KD 5.316 (5.104)] 2024-10-12 14:24:06,019 - Train: 40.73% [509550/1251000] [407.3/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.113] [lr 0.001941] [CE 4.770 (4.536)] [KD 5.147 (5.097)] 2024-10-12 14:24:12,008 - Train: 40.74% [509600/1251000] [407.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001941] [CE 4.990 (4.601)] [KD 4.980 (5.114)] 2024-10-12 14:24:18,337 - Train: 40.74% [509650/1251000] [407.4/1000.0] [batch_t 0.124 (0.127)] [data_t 0.002] [optim_t 0.122] [lr 0.001941] [CE 4.326 (4.623)] [KD 4.854 (5.109)] 2024-10-12 14:24:24,396 - Train: 40.74% [509700/1251000] [407.4/1000.0] [batch_t 0.121 (0.121)] [data_t 0.003] [optim_t 0.118] [lr 0.001941] [CE 4.751 (4.670)] [KD 5.001 (5.087)] 2024-10-12 14:24:30,368 - Train: 40.75% [509750/1251000] [407.5/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001941] [CE 4.440 (4.649)] [KD 5.325 (5.087)] 2024-10-12 14:24:36,378 - Train: 40.75% [509800/1251000] [407.5/1000.0] [batch_t 0.121 (0.120)] [data_t 0.002] [optim_t 0.118] [lr 0.001940] [CE 4.332 (4.646)] [KD 4.923 (5.130)] 2024-10-12 14:24:42,581 - Train: 40.76% [509850/1251000] [407.6/1000.0] [batch_t 0.116 (0.124)] [data_t 0.002] [optim_t 0.114] [lr 0.001940] [CE 4.563 (4.639)] [KD 4.905 (5.070)] 2024-10-12 14:24:48,599 - Train: 40.76% [509900/1251000] [407.6/1000.0] [batch_t 0.118 (0.120)] [data_t 0.003] [optim_t 0.115] [lr 0.001940] [CE 4.557 (4.642)] [KD 5.226 (5.051)] 2024-10-12 14:24:54,696 - Train: 40.76% [509950/1251000] [407.6/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001940] [CE 4.504 (4.580)] [KD 5.453 (5.033)] 2024-10-12 14:25:00,734 - Train: 40.77% [510000/1251000] [407.7/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.114] [lr 0.001940] [CE 4.531 (4.612)] [KD 4.743 (5.021)] 2024-10-12 14:25:06,889 - Train: 40.77% [510050/1251000] [407.7/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001940] [CE 4.712 (4.513)] [KD 5.415 (4.990)] 2024-10-12 14:25:12,993 - Train: 40.78% [510100/1251000] [407.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001939] [CE 4.999 (4.621)] [KD 5.212 (5.154)] 2024-10-12 14:25:18,964 - Train: 40.78% [510150/1251000] [407.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001939] [CE 4.349 (4.615)] [KD 5.138 (5.094)] 2024-10-12 14:25:24,895 - Train: 40.78% [510200/1251000] [407.8/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.001939] [CE 4.447 (4.652)] [KD 4.727 (5.094)] 2024-10-12 14:25:30,758 - Train: 40.79% [510250/1251000] [407.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001939] [CE 3.889 (4.641)] [KD 4.933 (5.143)] 2024-10-12 14:25:36,705 - Train: 40.79% [510300/1251000] [407.9/1000.0] [batch_t 0.119 (0.119)] [data_t 0.003] [optim_t 0.116] [lr 0.001939] [CE 4.694 (4.588)] [KD 5.023 (5.135)] 2024-10-12 14:25:42,852 - Train: 40.80% [510350/1251000] [408.0/1000.0] [batch_t 0.117 (0.123)] [data_t 0.003] [optim_t 0.114] [lr 0.001938] [CE 4.487 (4.636)] [KD 5.369 (5.135)] 2024-10-12 14:25:48,765 - Train: 40.80% [510400/1251000] [408.0/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001938] [CE 5.183 (4.676)] [KD 5.422 (5.140)] 2024-10-12 14:25:54,880 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.101)] [top1_cnt 33233] [top5_cnt 43708] [top_all 50000] 2024-10-12 14:25:54,880 - net: 66.466 (87.416) 2024-10-12 14:25:59,932 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 36334] [top5_cnt 45490] [top_all 50000] 2024-10-12 14:25:59,933 - net_E: 72.668 (90.980) 2024-10-12 14:26:00,058 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.704 (epoch: 405)] 2024-10-12 14:26:00,059 - ==> Total time: 17:48:12 Eta: 1 day, 1:49:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-12 14:26:07,208 - Train: 40.80% [510450/1251000] [408.0/1000.0] [batch_t 0.119 (0.134)] [data_t 0.002] [optim_t 0.116] [lr 0.001938] [CE 4.312 (4.571)] [KD 5.185 (5.011)] 2024-10-12 14:26:13,302 - Train: 40.81% [510500/1251000] [408.1/1000.0] [batch_t 0.118 (0.122)] [data_t 0.002] [optim_t 0.115] [lr 0.001938] [CE 4.129 (4.566)] [KD 4.770 (5.031)] 2024-10-12 14:26:19,245 - Train: 40.81% [510550/1251000] [408.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.003] [optim_t 0.113] [lr 0.001938] [CE 4.903 (4.656)] [KD 5.151 (5.109)] 2024-10-12 14:26:25,393 - Train: 40.82% [510600/1251000] [408.2/1000.0] [batch_t 0.121 (0.123)] [data_t 0.003] [optim_t 0.118] [lr 0.001938] [CE 4.173 (4.546)] [KD 4.988 (5.127)] 2024-10-12 14:26:31,588 - Train: 40.82% [510650/1251000] [408.2/1000.0] [batch_t 0.122 (0.124)] [data_t 0.003] [optim_t 0.119] [lr 0.001937] [CE 4.455 (4.589)] [KD 4.929 (5.041)] 2024-10-12 14:26:37,748 - Train: 40.82% [510700/1251000] [408.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.001937] [CE 5.020 (4.611)] [KD 5.141 (5.012)] 2024-10-12 14:26:44,016 - Train: 40.83% [510750/1251000] [408.3/1000.0] [batch_t 0.116 (0.125)] [data_t 0.003] [optim_t 0.114] [lr 0.001937] [CE 4.807 (4.630)] [KD 5.293 (5.042)] 2024-10-12 14:26:49,922 - Train: 40.83% [510800/1251000] [408.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.001937] [CE 4.672 (4.587)] [KD 5.216 (5.022)] 2024-10-13 21:31:27,679 - ==> Logging on master GPU: 0 2024-10-13 21:31:27,681 - ==> Running Trainer: CLSTrainer 2024-10-13 21:31:27,681 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training 2024-10-13 21:31:27,681 - ==> Building model 2024-10-13 21:31:28,049 - ==> Load checkpoint: runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/latest_ckpt.pth 2024-10-13 21:31:28,050 - ==> Creating optimizer 2024-10-13 21:31:39,647 - ==> Native DDP 2024-10-13 21:31:39,687 - ==> Loading dataset: ImageFolderLMDB 2024-10-13 21:31:39,955 - ==> ********** cfg ********** seed : 42 size : 192 epoch_full : 1000 warmup_epochs : 20 test_start_epoch : 200 batch_size : 1024 lr : 0.0015 weight_decay : 0.05 nb_classes : 1000 ft : False data.type : ImageFolderLMDB data.root : /dev/shm/tmp/imagenet data.loader_type : pil data.sampler : naive data.nb_classes : 1000 data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 192, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] data.test_transforms : [{'type': 'Resize', 'size': 219, 'interpolation': }, {'type': 'CenterCrop', 'size': 192}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] data.train_size : 1251 data.test_size : 50 data.train_length : 1281167 data.test_length : 50000 model.name : MobileMamba_T4s model.model_kwargs : {'pretrained': False, 'checkpoint_path': 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/latest_ckpt.pth', '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 : CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748 trainer.cuda_deterministic : False trainer.epoch_full : 1000 trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} trainer.data.batch_size : 1024 trainer.data.batch_size_per_gpu : 128 trainer.data.batch_size_test : 1000 trainer.data.batch_size_per_gpu_test : 125 trainer.data.num_workers_per_gpu : 8 trainer.data.drop_last : True trainer.data.pin_memory : True trainer.data.persistent_workers : False trainer.data.num_workers : 64 trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} trainer.scale_kwargs : {'n_scale': 0, 'base_h': 192, 'base_w': 192, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32} trainer.test_start_epoch : 200 trainer.test_per_epoch : 5 trainer.save_per_epoch : 15 trainer.find_unused_parameters : False trainer.sync_BN : none trainer.dist_BN : trainer.scaler : native trainer.ema : 0.9998 trainer.iter : 510408 trainer.epoch : 408 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'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_t4s mode : train sleep : -1 memory : -1 dist_url : env:// logger_rank : 0 opts : ['model.name=MobileMamba_T4s', 'trainer.resume_dir=CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748'] 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_t4s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_T4s trainer.resume_dir=CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748 task_start_time : 15179108.51925461 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_T4s_ImageFolderLMDB_20241011-203748 logger.filters : [] logger.name : root logger.level : 20 logger.parent : None logger.propagate : True logger.disabled : False logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/show_train logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/show_test 2024-10-13 21:31:39,957 - ==> Starting training with 1 nodes x 8 GPUs 2024-10-13 21:31:51,125 - Train: 40.80% [510450/1251000] [408.0/1000.0] [batch_t 0.113 (0.262)] [data_t 0.002] [optim_t 0.111] [lr 0.001938] [CE 5.157 (4.583)] [KD 5.451 (5.015)] 2024-10-13 21:31:56,697 - Train: 40.81% [510500/1251000] [408.1/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.109] [lr 0.001938] [CE 4.449 (4.614)] [KD 4.728 (5.078)] 2024-10-13 21:32:02,350 - Train: 40.81% [510550/1251000] [408.1/1000.0] [batch_t 0.109 (0.113)] [data_t 0.002] [optim_t 0.107] [lr 0.001938] [CE 4.863 (4.631)] [KD 5.227 (5.055)] 2024-10-13 21:32:07,896 - Train: 40.82% [510600/1251000] [408.2/1000.0] [batch_t 0.110 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001938] [CE 4.560 (4.612)] [KD 5.080 (5.011)] 2024-10-13 21:32:13,731 - Train: 40.82% [510650/1251000] [408.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001937] [CE 4.701 (4.647)] [KD 5.144 (5.054)] 2024-10-13 21:32:19,281 - Train: 40.82% [510700/1251000] [408.2/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001937] [CE 5.067 (4.612)] [KD 5.355 (5.077)] 2024-10-13 21:32:24,831 - Train: 40.83% [510750/1251000] [408.3/1000.0] [batch_t 0.109 (0.111)] [data_t 0.002] [optim_t 0.107] [lr 0.001937] [CE 4.224 (4.592)] [KD 4.749 (5.086)] 2024-10-13 21:32:30,373 - Train: 40.83% [510800/1251000] [408.3/1000.0] [batch_t 0.110 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001937] [CE 4.583 (4.606)] [KD 4.908 (5.061)] 2024-10-13 21:32:36,004 - Train: 40.84% [510850/1251000] [408.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001937] [CE 4.613 (4.628)] [KD 5.282 (5.120)] 2024-10-13 21:32:41,557 - Train: 40.84% [510900/1251000] [408.4/1000.0] [batch_t 0.110 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001936] [CE 4.672 (4.679)] [KD 5.097 (5.121)] 2024-10-13 21:32:47,120 - Train: 40.84% [510950/1251000] [408.4/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001936] [CE 4.291 (4.592)] [KD 4.970 (5.095)] 2024-10-13 21:32:52,707 - Train: 40.85% [511000/1251000] [408.5/1000.0] [batch_t 0.109 (0.112)] [data_t 0.003] [optim_t 0.107] [lr 0.001936] [CE 5.097 (4.713)] [KD 5.170 (5.170)] 2024-10-13 21:32:58,504 - Train: 40.85% [511050/1251000] [408.5/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001936] [CE 4.489 (4.619)] [KD 5.230 (5.129)] 2024-10-13 21:33:04,069 - Train: 40.86% [511100/1251000] [408.6/1000.0] [batch_t 0.112 (0.111)] [data_t 0.003] [optim_t 0.110] [lr 0.001936] [CE 4.043 (4.513)] [KD 4.807 (5.061)] 2024-10-13 21:33:09,762 - Train: 40.86% [511150/1251000] [408.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001936] [CE 4.303 (4.574)] [KD 4.767 (5.023)] 2024-10-13 21:33:15,326 - Train: 40.86% [511200/1251000] [408.6/1000.0] [batch_t 0.111 (0.111)] [data_t 0.003] [optim_t 0.108] [lr 0.001935] [CE 5.000 (4.600)] [KD 5.229 (5.005)] 2024-10-13 21:33:20,885 - Train: 40.87% [511250/1251000] [408.7/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.109] [lr 0.001935] [CE 4.331 (4.595)] [KD 4.718 (5.107)] 2024-10-13 21:33:26,438 - Train: 40.87% [511300/1251000] [408.7/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001935] [CE 4.810 (4.573)] [KD 4.999 (5.002)] 2024-10-13 21:33:31,981 - Train: 40.88% [511350/1251000] [408.8/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.109] [lr 0.001935] [CE 5.042 (4.634)] [KD 5.166 (5.045)] 2024-10-13 21:33:37,626 - Train: 40.88% [511400/1251000] [408.8/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001935] [CE 4.789 (4.605)] [KD 5.369 (5.046)] 2024-10-13 21:33:43,193 - Train: 40.88% [511450/1251000] [408.8/1000.0] [batch_t 0.114 (0.111)] [data_t 0.002] [optim_t 0.112] [lr 0.001935] [CE 4.423 (4.583)] [KD 4.995 (5.054)] 2024-10-13 21:33:49,000 - Train: 40.89% [511500/1251000] [408.9/1000.0] [batch_t 0.109 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.001934] [CE 4.773 (4.603)] [KD 4.942 (5.093)] 2024-10-13 21:33:54,568 - Train: 40.89% [511550/1251000] [408.9/1000.0] [batch_t 0.112 (0.111)] [data_t 0.003] [optim_t 0.109] [lr 0.001934] [CE 4.566 (4.623)] [KD 5.053 (5.103)] 2024-10-13 21:34:00,118 - Train: 40.90% [511600/1251000] [409.0/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.109] [lr 0.001934] [CE 4.849 (4.590)] [KD 5.097 (5.081)] 2024-10-13 21:34:05,695 - Train: 40.90% [511650/1251000] [409.0/1000.0] [batch_t 0.108 (0.111)] [data_t 0.002] [optim_t 0.105] [lr 0.001934] [CE 4.594 (4.677)] [KD 5.077 (5.167)] 2024-10-13 21:34:15,561 - Test (net): 100.00% [50/50] [batch_t 0.175 (0.175)] [top1_cnt 33256] [top5_cnt 43738] [top_all 50000] 2024-10-13 21:34:15,562 - net: 66.512 (87.476) 2024-10-13 21:34:20,370 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36320] [top5_cnt 45488] [top_all 50000] 2024-10-13 21:34:20,370 - net_E: 72.640 (90.976) 2024-10-13 21:34:20,505 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:34:20,505 - ==> Total time: 17:50:53 Eta: 1 day, 1:47:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:34:27,376 - Train: 40.90% [511700/1251000] [409.0/1000.0] [batch_t 0.110 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.001934] [CE 4.555 (4.603)] [KD 5.096 (5.100)] 2024-10-13 21:34:33,018 - Train: 40.91% [511750/1251000] [409.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.001933] [CE 4.472 (4.561)] [KD 4.740 (4.994)] 2024-10-13 21:34:38,680 - Train: 40.91% [511800/1251000] [409.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001933] [CE 4.693 (4.570)] [KD 4.660 (5.039)] 2024-10-13 21:34:44,475 - Train: 40.92% [511850/1251000] [409.2/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.001933] [CE 4.053 (4.533)] [KD 4.691 (4.978)] 2024-10-13 21:34:50,385 - Train: 40.92% [511900/1251000] [409.2/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.001933] [CE 3.880 (4.560)] [KD 4.474 (5.013)] 2024-10-13 21:34:56,053 - Train: 40.92% [511950/1251000] [409.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001933] [CE 5.095 (4.624)] [KD 5.283 (5.102)] 2024-10-13 21:35:01,688 - Train: 40.93% [512000/1251000] [409.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001933] [CE 4.430 (4.573)] [KD 4.968 (5.039)] 2024-10-13 21:35:07,319 - Train: 40.93% [512050/1251000] [409.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001932] [CE 4.779 (4.639)] [KD 5.226 (5.122)] 2024-10-13 21:35:13,215 - Train: 40.94% [512100/1251000] [409.4/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001932] [CE 4.642 (4.612)] [KD 5.290 (5.118)] 2024-10-13 21:35:18,845 - Train: 40.94% [512150/1251000] [409.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001932] [CE 4.537 (4.649)] [KD 5.020 (5.179)] 2024-10-13 21:35:24,457 - Train: 40.94% [512200/1251000] [409.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001932] [CE 4.944 (4.632)] [KD 5.302 (5.091)] 2024-10-13 21:35:30,184 - Train: 40.95% [512250/1251000] [409.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001932] [CE 5.001 (4.572)] [KD 5.256 (5.028)] 2024-10-13 21:35:36,235 - Train: 40.95% [512300/1251000] [409.5/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001931] [CE 4.344 (4.624)] [KD 4.955 (5.131)] 2024-10-13 21:35:42,052 - Train: 40.96% [512350/1251000] [409.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001931] [CE 4.199 (4.604)] [KD 4.989 (5.057)] 2024-10-13 21:35:47,927 - Train: 40.96% [512400/1251000] [409.6/1000.0] [batch_t 0.120 (0.117)] [data_t 0.002] [optim_t 0.117] [lr 0.001931] [CE 4.806 (4.662)] [KD 5.274 (5.263)] 2024-10-13 21:35:53,699 - Train: 40.96% [512450/1251000] [409.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001931] [CE 4.674 (4.579)] [KD 4.834 (5.066)] 2024-10-13 21:35:59,482 - Train: 40.97% [512500/1251000] [409.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001931] [CE 4.548 (4.633)] [KD 4.872 (5.069)] 2024-10-13 21:36:05,491 - Train: 40.97% [512550/1251000] [409.7/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.110] [lr 0.001931] [CE 4.610 (4.564)] [KD 5.288 (5.135)] 2024-10-13 21:36:11,757 - Train: 40.98% [512600/1251000] [409.8/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001930] [CE 4.401 (4.625)] [KD 5.296 (5.146)] 2024-10-13 21:36:17,634 - Train: 40.98% [512650/1251000] [409.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001930] [CE 4.813 (4.609)] [KD 5.460 (5.103)] 2024-10-13 21:36:23,535 - Train: 40.98% [512700/1251000] [409.8/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001930] [CE 4.858 (4.598)] [KD 4.985 (5.091)] 2024-10-13 21:36:29,510 - Train: 40.99% [512750/1251000] [409.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.110] [lr 0.001930] [CE 4.772 (4.678)] [KD 5.054 (5.184)] 2024-10-13 21:36:35,183 - Train: 40.99% [512800/1251000] [409.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001930] [CE 4.748 (4.639)] [KD 4.992 (5.086)] 2024-10-13 21:36:40,862 - Train: 41.00% [512850/1251000] [410.0/1000.0] [batch_t 0.117 (0.113)] [data_t 0.002] [optim_t 0.115] [lr 0.001930] [CE 4.430 (4.587)] [KD 5.057 (5.039)] 2024-10-13 21:36:46,646 - Train: 41.00% [512900/1251000] [410.0/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001929] [CE 4.523 (4.619)] [KD 5.415 (5.084)] 2024-10-13 21:36:52,659 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33301] [top5_cnt 43847] [top_all 50000] 2024-10-13 21:36:52,659 - net: 66.602 (87.694) 2024-10-13 21:36:57,512 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36336] [top5_cnt 45470] [top_all 50000] 2024-10-13 21:36:57,512 - net_E: 72.672 (90.940) 2024-10-13 21:36:57,651 - Max [top1: 67.108 (epoch: 399)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:36:57,652 - ==> Total time: 17:53:30 Eta: 1 day, 1:44:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:37:03,869 - Train: 41.00% [512950/1251000] [410.0/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.001929] [CE 4.551 (4.552)] [KD 4.846 (4.994)] 2024-10-13 21:37:09,526 - Train: 41.01% [513000/1251000] [410.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001929] [CE 4.589 (4.608)] [KD 4.800 (5.017)] 2024-10-13 21:37:15,185 - Train: 41.01% [513050/1251000] [410.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001929] [CE 4.755 (4.578)] [KD 5.029 (5.036)] 2024-10-13 21:37:21,028 - Train: 41.02% [513100/1251000] [410.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001929] [CE 5.319 (4.589)] [KD 5.504 (5.016)] 2024-10-13 21:37:27,037 - Train: 41.02% [513150/1251000] [410.2/1000.0] [batch_t 0.110 (0.120)] [data_t 0.002] [optim_t 0.107] [lr 0.001928] [CE 4.796 (4.658)] [KD 5.392 (5.067)] 2024-10-13 21:37:32,626 - Train: 41.02% [513200/1251000] [410.2/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001928] [CE 4.829 (4.655)] [KD 5.132 (5.053)] 2024-10-13 21:37:38,277 - Train: 41.03% [513250/1251000] [410.3/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.001928] [CE 4.558 (4.596)] [KD 5.053 (5.071)] 2024-10-13 21:37:44,077 - Train: 41.03% [513300/1251000] [410.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001928] [CE 4.666 (4.611)] [KD 5.079 (5.089)] 2024-10-13 21:37:49,808 - Train: 41.04% [513350/1251000] [410.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001928] [CE 4.883 (4.621)] [KD 5.055 (5.152)] 2024-10-13 21:37:55,562 - Train: 41.04% [513400/1251000] [410.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001928] [CE 4.144 (4.610)] [KD 5.056 (5.122)] 2024-10-13 21:38:01,312 - Train: 41.04% [513450/1251000] [410.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.001927] [CE 4.294 (4.645)] [KD 5.055 (5.161)] 2024-10-13 21:38:07,090 - Train: 41.05% [513500/1251000] [410.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001927] [CE 4.405 (4.611)] [KD 5.172 (5.092)] 2024-10-13 21:38:12,733 - Train: 41.05% [513550/1251000] [410.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001927] [CE 4.605 (4.595)] [KD 4.998 (5.061)] 2024-10-13 21:38:18,579 - Train: 41.06% [513600/1251000] [410.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001927] [CE 4.493 (4.614)] [KD 5.046 (5.123)] 2024-10-13 21:38:24,278 - Train: 41.06% [513650/1251000] [410.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001927] [CE 4.465 (4.613)] [KD 5.298 (5.153)] 2024-10-13 21:38:29,879 - Train: 41.06% [513700/1251000] [410.6/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001926] [CE 4.893 (4.597)] [KD 5.194 (5.151)] 2024-10-13 21:38:35,711 - Train: 41.07% [513750/1251000] [410.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001926] [CE 3.925 (4.586)] [KD 4.943 (5.063)] 2024-10-13 21:38:41,435 - Train: 41.07% [513800/1251000] [410.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001926] [CE 4.813 (4.648)] [KD 5.436 (5.120)] 2024-10-13 21:38:47,042 - Train: 41.08% [513850/1251000] [410.8/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001926] [CE 4.253 (4.655)] [KD 4.785 (5.129)] 2024-10-13 21:38:52,634 - Train: 41.08% [513900/1251000] [410.8/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001926] [CE 4.610 (4.617)] [KD 5.138 (5.127)] 2024-10-13 21:38:58,473 - Train: 41.08% [513950/1251000] [410.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001926] [CE 4.706 (4.620)] [KD 5.057 (5.054)] 2024-10-13 21:39:04,347 - Train: 41.09% [514000/1251000] [410.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001925] [CE 4.464 (4.592)] [KD 5.079 (5.064)] 2024-10-13 21:39:09,966 - Train: 41.09% [514050/1251000] [410.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001925] [CE 4.927 (4.650)] [KD 5.058 (5.151)] 2024-10-13 21:39:15,581 - Train: 41.10% [514100/1251000] [411.0/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001925] [CE 4.969 (4.575)] [KD 5.491 (5.077)] 2024-10-13 21:39:21,509 - Train: 41.10% [514150/1251000] [411.0/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001925] [CE 4.234 (4.612)] [KD 4.898 (5.024)] 2024-10-13 21:39:27,488 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33663] [top5_cnt 43987] [top_all 50000] 2024-10-13 21:39:27,488 - net: 67.326 (87.974) 2024-10-13 21:39:32,325 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36315] [top5_cnt 45486] [top_all 50000] 2024-10-13 21:39:32,326 - net_E: 72.630 (90.972) 2024-10-13 21:39:32,476 - Max [top1: 67.326 (epoch: 411)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:39:32,476 - ==> Total time: 17:56:05 Eta: 1 day, 1:42:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:39:40,607 - Train: 41.10% [514200/1251000] [411.0/1000.0] [batch_t 0.113 (0.123)] [data_t 0.003] [optim_t 0.110] [lr 0.001925] [CE 4.550 (4.664)] [KD 4.826 (5.034)] 2024-10-13 21:39:46,415 - Train: 41.11% [514250/1251000] [411.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001925] [CE 4.041 (4.641)] [KD 4.899 (5.033)] 2024-10-13 21:39:52,147 - Train: 41.11% [514300/1251000] [411.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001924] [CE 4.983 (4.592)] [KD 5.318 (4.991)] 2024-10-13 21:39:57,886 - Train: 41.12% [514350/1251000] [411.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001924] [CE 4.684 (4.615)] [KD 5.060 (5.134)] 2024-10-13 21:40:03,637 - Train: 41.12% [514400/1251000] [411.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001924] [CE 4.723 (4.612)] [KD 5.065 (5.056)] 2024-10-13 21:40:09,402 - Train: 41.12% [514450/1251000] [411.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001924] [CE 4.819 (4.596)] [KD 5.356 (5.015)] 2024-10-13 21:40:15,113 - Train: 41.13% [514500/1251000] [411.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001924] [CE 4.474 (4.583)] [KD 5.000 (5.053)] 2024-10-13 21:40:20,868 - Train: 41.13% [514550/1251000] [411.3/1000.0] [batch_t 0.110 (0.115)] [data_t 0.003] [optim_t 0.108] [lr 0.001923] [CE 4.373 (4.643)] [KD 5.254 (5.087)] 2024-10-13 21:40:26,585 - Train: 41.14% [514600/1251000] [411.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001923] [CE 4.487 (4.498)] [KD 4.877 (4.980)] 2024-10-13 21:40:32,438 - Train: 41.14% [514650/1251000] [411.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001923] [CE 4.851 (4.514)] [KD 4.822 (5.002)] 2024-10-13 21:40:38,294 - Train: 41.14% [514700/1251000] [411.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001923] [CE 3.978 (4.550)] [KD 4.732 (5.080)] 2024-10-13 21:40:43,949 - Train: 41.15% [514750/1251000] [411.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001923] [CE 4.382 (4.627)] [KD 4.796 (5.026)] 2024-10-13 21:40:49,695 - Train: 41.15% [514800/1251000] [411.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001923] [CE 4.328 (4.537)] [KD 4.703 (4.932)] 2024-10-13 21:40:55,628 - Train: 41.16% [514850/1251000] [411.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001922] [CE 4.871 (4.575)] [KD 5.171 (5.020)] 2024-10-13 21:41:01,397 - Train: 41.16% [514900/1251000] [411.6/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001922] [CE 4.388 (4.591)] [KD 4.734 (5.095)] 2024-10-13 21:41:07,057 - Train: 41.16% [514950/1251000] [411.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001922] [CE 5.207 (4.692)] [KD 5.426 (5.152)] 2024-10-13 21:41:12,871 - Train: 41.17% [515000/1251000] [411.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001922] [CE 4.860 (4.614)] [KD 5.068 (5.086)] 2024-10-13 21:41:18,626 - Train: 41.17% [515050/1251000] [411.7/1000.0] [batch_t 0.212 (0.115)] [data_t 0.002] [optim_t 0.210] [lr 0.001922] [CE 4.061 (4.628)] [KD 4.793 (5.062)] 2024-10-13 21:41:24,382 - Train: 41.18% [515100/1251000] [411.8/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001921] [CE 4.702 (4.544)] [KD 5.051 (5.054)] 2024-10-13 21:41:30,234 - Train: 41.18% [515150/1251000] [411.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001921] [CE 4.458 (4.623)] [KD 4.976 (5.051)] 2024-10-13 21:41:35,995 - Train: 41.18% [515200/1251000] [411.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001921] [CE 4.766 (4.585)] [KD 5.137 (5.057)] 2024-10-13 21:41:41,631 - Train: 41.19% [515250/1251000] [411.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001921] [CE 4.477 (4.630)] [KD 4.958 (5.126)] 2024-10-13 21:41:47,426 - Train: 41.19% [515300/1251000] [411.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.001921] [CE 4.667 (4.660)] [KD 5.235 (5.076)] 2024-10-13 21:41:53,172 - Train: 41.20% [515350/1251000] [412.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001921] [CE 4.864 (4.603)] [KD 5.429 (5.093)] 2024-10-13 21:41:58,935 - Train: 41.20% [515400/1251000] [412.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001920] [CE 4.541 (4.617)] [KD 5.361 (5.088)] 2024-10-13 21:42:05,247 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33188] [top5_cnt 43678] [top_all 50000] 2024-10-13 21:42:05,247 - net: 66.376 (87.356) 2024-10-13 21:42:10,046 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.088)] [top1_cnt 36310] [top5_cnt 45482] [top_all 50000] 2024-10-13 21:42:10,047 - net_E: 72.620 (90.964) 2024-10-13 21:42:10,197 - Max [top1: 67.326 (epoch: 411)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:42:10,198 - ==> Total time: 17:58:42 Eta: 1 day, 1:39:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:42:16,508 - Train: 41.20% [515450/1251000] [412.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001920] [CE 4.514 (4.570)] [KD 5.023 (5.007)] 2024-10-13 21:42:22,401 - Train: 41.21% [515500/1251000] [412.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001920] [CE 4.258 (4.599)] [KD 4.935 (4.986)] 2024-10-13 21:42:28,024 - Train: 41.21% [515550/1251000] [412.1/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.001920] [CE 4.383 (4.613)] [KD 5.119 (5.077)] 2024-10-13 21:42:33,634 - Train: 41.22% [515600/1251000] [412.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001920] [CE 4.719 (4.670)] [KD 5.337 (5.056)] 2024-10-13 21:42:39,380 - Train: 41.22% [515650/1251000] [412.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001919] [CE 4.522 (4.636)] [KD 5.002 (5.054)] 2024-10-13 21:42:45,288 - Train: 41.22% [515700/1251000] [412.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.003] [optim_t 0.115] [lr 0.001919] [CE 4.480 (4.671)] [KD 5.296 (5.142)] 2024-10-13 21:42:50,898 - Train: 41.23% [515750/1251000] [412.3/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001919] [CE 4.530 (4.632)] [KD 5.325 (5.143)] 2024-10-13 21:42:56,777 - Train: 41.23% [515800/1251000] [412.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001919] [CE 4.814 (4.542)] [KD 4.987 (4.962)] 2024-10-13 21:43:02,408 - Train: 41.24% [515850/1251000] [412.4/1000.0] [batch_t 0.117 (0.113)] [data_t 0.003] [optim_t 0.114] [lr 0.001919] [CE 4.590 (4.619)] [KD 5.015 (5.078)] 2024-10-13 21:43:08,181 - Train: 41.24% [515900/1251000] [412.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001919] [CE 4.817 (4.554)] [KD 5.269 (5.010)] 2024-10-13 21:43:14,050 - Train: 41.24% [515950/1251000] [412.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001918] [CE 4.916 (4.593)] [KD 4.934 (5.029)] 2024-10-13 21:43:19,775 - Train: 41.25% [516000/1251000] [412.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001918] [CE 4.662 (4.584)] [KD 4.890 (5.053)] 2024-10-13 21:43:25,411 - Train: 41.25% [516050/1251000] [412.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001918] [CE 4.348 (4.580)] [KD 4.690 (5.000)] 2024-10-13 21:43:31,156 - Train: 41.25% [516100/1251000] [412.5/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001918] [CE 4.443 (4.582)] [KD 4.760 (5.065)] 2024-10-13 21:43:36,775 - Train: 41.26% [516150/1251000] [412.6/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001918] [CE 4.828 (4.606)] [KD 4.980 (5.062)] 2024-10-13 21:43:42,517 - Train: 41.26% [516200/1251000] [412.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001918] [CE 4.505 (4.598)] [KD 4.965 (5.055)] 2024-10-13 21:43:48,399 - Train: 41.27% [516250/1251000] [412.7/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001917] [CE 4.471 (4.645)] [KD 4.943 (5.106)] 2024-10-13 21:43:54,120 - Train: 41.27% [516300/1251000] [412.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001917] [CE 4.582 (4.633)] [KD 5.410 (5.097)] 2024-10-13 21:44:00,003 - Train: 41.27% [516350/1251000] [412.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001917] [CE 4.643 (4.652)] [KD 4.955 (5.092)] 2024-10-13 21:44:05,680 - Train: 41.28% [516400/1251000] [412.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001917] [CE 4.545 (4.576)] [KD 4.790 (5.002)] 2024-10-13 21:44:11,347 - Train: 41.28% [516450/1251000] [412.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001917] [CE 5.232 (4.550)] [KD 5.186 (4.985)] 2024-10-13 21:44:17,107 - Train: 41.29% [516500/1251000] [412.9/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001916] [CE 4.301 (4.634)] [KD 4.864 (5.108)] 2024-10-13 21:44:22,978 - Train: 41.29% [516550/1251000] [412.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001916] [CE 4.977 (4.613)] [KD 5.105 (5.040)] 2024-10-13 21:44:28,644 - Train: 41.29% [516600/1251000] [412.9/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001916] [CE 3.926 (4.608)] [KD 4.615 (5.073)] 2024-10-13 21:44:34,513 - Train: 41.30% [516650/1251000] [413.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001916] [CE 4.666 (4.555)] [KD 5.005 (5.031)] 2024-10-13 21:44:40,776 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32793] [top5_cnt 43517] [top_all 50000] 2024-10-13 21:44:40,776 - net: 65.586 (87.034) 2024-10-13 21:44:45,647 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36332] [top5_cnt 45484] [top_all 50000] 2024-10-13 21:44:45,647 - net_E: 72.664 (90.968) 2024-10-13 21:44:45,790 - Max [top1: 67.326 (epoch: 411)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:44:45,790 - ==> Total time: 18:01:18 Eta: 1 day, 1:36:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:44:51,856 - Train: 41.30% [516700/1251000] [413.0/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.001916] [CE 4.641 (4.591)] [KD 4.995 (4.966)] 2024-10-13 21:44:57,775 - Train: 41.31% [516750/1251000] [413.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001916] [CE 4.804 (4.635)] [KD 4.926 (5.029)] 2024-10-13 21:45:03,558 - Train: 41.31% [516800/1251000] [413.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001915] [CE 4.622 (4.583)] [KD 5.106 (5.035)] 2024-10-13 21:45:09,513 - Train: 41.31% [516850/1251000] [413.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001915] [CE 4.658 (4.630)] [KD 5.154 (5.025)] 2024-10-13 21:45:15,157 - Train: 41.32% [516900/1251000] [413.2/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001915] [CE 4.468 (4.593)] [KD 5.297 (4.977)] 2024-10-13 21:45:20,798 - Train: 41.32% [516950/1251000] [413.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001915] [CE 4.556 (4.624)] [KD 4.808 (5.035)] 2024-10-13 21:45:26,450 - Train: 41.33% [517000/1251000] [413.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001915] [CE 4.414 (4.575)] [KD 4.926 (5.055)] 2024-10-13 21:45:32,457 - Train: 41.33% [517050/1251000] [413.3/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001914] [CE 5.025 (4.540)] [KD 5.248 (4.985)] 2024-10-13 21:45:38,617 - Train: 41.33% [517100/1251000] [413.3/1000.0] [batch_t 0.204 (0.123)] [data_t 0.002] [optim_t 0.202] [lr 0.001914] [CE 4.429 (4.655)] [KD 5.049 (5.074)] 2024-10-13 21:45:44,289 - Train: 41.34% [517150/1251000] [413.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001914] [CE 4.324 (4.618)] [KD 4.775 (5.004)] 2024-10-13 21:45:49,967 - Train: 41.34% [517200/1251000] [413.4/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001914] [CE 4.939 (4.684)] [KD 5.305 (5.124)] 2024-10-13 21:45:55,779 - Train: 41.35% [517250/1251000] [413.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.001914] [CE 5.008 (4.609)] [KD 5.214 (5.130)] 2024-10-13 21:46:01,556 - Train: 41.35% [517300/1251000] [413.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001914] [CE 4.730 (4.591)] [KD 5.219 (5.106)] 2024-10-13 21:46:07,364 - Train: 41.35% [517350/1251000] [413.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001913] [CE 4.713 (4.680)] [KD 4.907 (5.169)] 2024-10-13 21:46:13,277 - Train: 41.36% [517400/1251000] [413.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001913] [CE 4.251 (4.600)] [KD 5.057 (5.096)] 2024-10-13 21:46:19,091 - Train: 41.36% [517450/1251000] [413.6/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001913] [CE 4.822 (4.596)] [KD 5.155 (5.016)] 2024-10-13 21:46:25,042 - Train: 41.37% [517500/1251000] [413.7/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001913] [CE 4.877 (4.649)] [KD 5.277 (5.050)] 2024-10-13 21:46:30,710 - Train: 41.37% [517550/1251000] [413.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001913] [CE 4.851 (4.613)] [KD 5.240 (5.133)] 2024-10-13 21:46:36,581 - Train: 41.37% [517600/1251000] [413.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001912] [CE 4.252 (4.569)] [KD 5.069 (5.003)] 2024-10-13 21:46:42,391 - Train: 41.38% [517650/1251000] [413.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001912] [CE 4.675 (4.625)] [KD 5.103 (5.005)] 2024-10-13 21:46:48,198 - Train: 41.38% [517700/1251000] [413.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001912] [CE 4.270 (4.523)] [KD 5.118 (5.022)] 2024-10-13 21:46:53,900 - Train: 41.39% [517750/1251000] [413.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001912] [CE 4.735 (4.605)] [KD 5.186 (5.106)] 2024-10-13 21:46:59,565 - Train: 41.39% [517800/1251000] [413.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001912] [CE 4.578 (4.605)] [KD 5.328 (5.071)] 2024-10-13 21:47:05,349 - Train: 41.39% [517850/1251000] [413.9/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001912] [CE 4.811 (4.675)] [KD 5.164 (5.096)] 2024-10-13 21:47:11,327 - Train: 41.40% [517900/1251000] [414.0/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001911] [CE 4.708 (4.611)] [KD 5.186 (5.090)] 2024-10-13 21:47:17,845 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33700] [top5_cnt 44015] [top_all 50000] 2024-10-13 21:47:17,845 - net: 67.400 (88.030) 2024-10-13 21:47:22,698 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36308] [top5_cnt 45502] [top_all 50000] 2024-10-13 21:47:22,699 - net_E: 72.616 (91.004) 2024-10-13 21:47:22,842 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:47:22,842 - ==> Total time: 18:03:55 Eta: 1 day, 1:34:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:47:30,185 - Train: 41.40% [517950/1251000] [414.0/1000.0] [batch_t 0.116 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001911] [CE 3.806 (4.577)] [KD 4.588 (4.921)] 2024-10-13 21:47:35,830 - Train: 41.41% [518000/1251000] [414.1/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001911] [CE 4.764 (4.599)] [KD 4.976 (4.996)] 2024-10-13 21:47:41,649 - Train: 41.41% [518050/1251000] [414.1/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001911] [CE 4.910 (4.617)] [KD 5.020 (5.000)] 2024-10-13 21:47:47,485 - Train: 41.41% [518100/1251000] [414.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001911] [CE 4.711 (4.577)] [KD 5.084 (5.009)] 2024-10-13 21:47:53,403 - Train: 41.42% [518150/1251000] [414.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.001911] [CE 4.793 (4.633)] [KD 5.045 (5.037)] 2024-10-13 21:47:59,313 - Train: 41.42% [518200/1251000] [414.2/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.001910] [CE 4.695 (4.618)] [KD 5.201 (5.097)] 2024-10-13 21:48:05,115 - Train: 41.43% [518250/1251000] [414.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001910] [CE 4.772 (4.601)] [KD 5.103 (5.022)] 2024-10-13 21:48:10,793 - Train: 41.43% [518300/1251000] [414.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001910] [CE 4.794 (4.607)] [KD 5.196 (5.084)] 2024-10-13 21:48:16,562 - Train: 41.43% [518350/1251000] [414.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001910] [CE 4.867 (4.590)] [KD 5.197 (5.011)] 2024-10-13 21:48:22,158 - Train: 41.44% [518400/1251000] [414.4/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001910] [CE 4.926 (4.581)] [KD 5.149 (5.015)] 2024-10-13 21:48:28,059 - Train: 41.44% [518450/1251000] [414.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001909] [CE 4.516 (4.614)] [KD 5.134 (5.086)] 2024-10-13 21:48:34,068 - Train: 41.45% [518500/1251000] [414.5/1000.0] [batch_t 0.110 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.001909] [CE 4.759 (4.642)] [KD 4.902 (5.080)] 2024-10-13 21:48:39,715 - Train: 41.45% [518550/1251000] [414.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001909] [CE 4.404 (4.644)] [KD 4.802 (5.058)] 2024-10-13 21:48:45,338 - Train: 41.45% [518600/1251000] [414.5/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001909] [CE 4.773 (4.677)] [KD 5.280 (5.044)] 2024-10-13 21:48:50,982 - Train: 41.46% [518650/1251000] [414.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001909] [CE 4.489 (4.561)] [KD 5.293 (5.049)] 2024-10-13 21:48:56,861 - Train: 41.46% [518700/1251000] [414.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001909] [CE 4.784 (4.621)] [KD 4.889 (5.049)] 2024-10-13 21:49:02,832 - Train: 41.47% [518750/1251000] [414.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001908] [CE 4.949 (4.643)] [KD 5.010 (5.089)] 2024-10-13 21:49:08,615 - Train: 41.47% [518800/1251000] [414.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.001908] [CE 4.902 (4.642)] [KD 5.229 (5.118)] 2024-10-13 21:49:14,244 - Train: 41.47% [518850/1251000] [414.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001908] [CE 4.444 (4.569)] [KD 4.936 (4.993)] 2024-10-13 21:49:20,000 - Train: 41.48% [518900/1251000] [414.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001908] [CE 4.654 (4.657)] [KD 4.578 (5.077)] 2024-10-13 21:49:25,800 - Train: 41.48% [518950/1251000] [414.8/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001908] [CE 4.615 (4.616)] [KD 4.926 (5.031)] 2024-10-13 21:49:31,733 - Train: 41.49% [519000/1251000] [414.9/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001907] [CE 4.065 (4.570)] [KD 5.036 (5.027)] 2024-10-13 21:49:37,441 - Train: 41.49% [519050/1251000] [414.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001907] [CE 4.326 (4.643)] [KD 4.877 (5.131)] 2024-10-13 21:49:43,273 - Train: 41.49% [519100/1251000] [414.9/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001907] [CE 4.779 (4.626)] [KD 4.854 (5.074)] 2024-10-13 21:49:48,994 - Train: 41.50% [519150/1251000] [415.0/1000.0] [batch_t 0.122 (0.114)] [data_t 0.010] [optim_t 0.112] [lr 0.001907] [CE 4.404 (4.604)] [KD 4.935 (5.024)] 2024-10-13 21:49:55,414 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33312] [top5_cnt 43765] [top_all 50000] 2024-10-13 21:49:55,414 - net: 66.624 (87.530) 2024-10-13 21:50:00,329 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36321] [top5_cnt 45500] [top_all 50000] 2024-10-13 21:50:00,329 - net_E: 72.642 (91.000) 2024-10-13 21:50:00,468 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:50:00,468 - ==> Total time: 18:06:33 Eta: 1 day, 1:31:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:50:06,402 - Train: 41.50% [519200/1251000] [415.0/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.001907] [CE 4.328 (4.586)] [KD 4.537 (4.998)] 2024-10-13 21:50:12,046 - Train: 41.51% [519250/1251000] [415.1/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001907] [CE 4.949 (4.550)] [KD 5.444 (4.979)] 2024-10-13 21:50:18,204 - Train: 41.51% [519300/1251000] [415.1/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001906] [CE 4.688 (4.580)] [KD 5.121 (4.984)] 2024-10-13 21:50:24,074 - Train: 41.51% [519350/1251000] [415.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001906] [CE 4.943 (4.576)] [KD 4.999 (5.027)] 2024-10-13 21:50:29,692 - Train: 41.52% [519400/1251000] [415.2/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001906] [CE 4.361 (4.692)] [KD 4.835 (5.055)] 2024-10-13 21:50:35,420 - Train: 41.52% [519450/1251000] [415.2/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001906] [CE 4.482 (4.582)] [KD 5.004 (5.033)] 2024-10-13 21:50:41,166 - Train: 41.53% [519500/1251000] [415.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001906] [CE 4.584 (4.649)] [KD 5.111 (5.049)] 2024-10-13 21:50:46,786 - Train: 41.53% [519550/1251000] [415.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001905] [CE 4.318 (4.559)] [KD 5.038 (4.961)] 2024-10-13 21:50:52,716 - Train: 41.53% [519600/1251000] [415.3/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001905] [CE 5.217 (4.599)] [KD 5.327 (5.090)] 2024-10-13 21:50:58,468 - Train: 41.54% [519650/1251000] [415.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001905] [CE 5.120 (4.623)] [KD 5.545 (5.148)] 2024-10-13 21:51:04,380 - Train: 41.54% [519700/1251000] [415.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001905] [CE 4.636 (4.639)] [KD 4.987 (5.089)] 2024-10-13 21:51:10,120 - Train: 41.55% [519750/1251000] [415.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001905] [CE 5.009 (4.598)] [KD 5.421 (5.081)] 2024-10-13 21:51:15,758 - Train: 41.55% [519800/1251000] [415.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001905] [CE 4.791 (4.608)] [KD 5.209 (5.093)] 2024-10-13 21:51:21,536 - Train: 41.55% [519850/1251000] [415.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001904] [CE 4.597 (4.619)] [KD 4.949 (5.118)] 2024-10-13 21:51:27,543 - Train: 41.56% [519900/1251000] [415.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001904] [CE 5.006 (4.591)] [KD 5.156 (5.064)] 2024-10-13 21:51:33,298 - Train: 41.56% [519950/1251000] [415.6/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001904] [CE 4.742 (4.599)] [KD 5.060 (5.112)] 2024-10-13 21:51:39,051 - Train: 41.57% [520000/1251000] [415.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001904] [CE 4.966 (4.668)] [KD 5.358 (5.178)] 2024-10-13 21:51:44,710 - Train: 41.57% [520050/1251000] [415.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001904] [CE 5.089 (4.624)] [KD 5.247 (5.103)] 2024-10-13 21:51:50,384 - Train: 41.57% [520100/1251000] [415.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001903] [CE 4.681 (4.611)] [KD 5.043 (5.082)] 2024-10-13 21:51:56,425 - Train: 41.58% [520150/1251000] [415.8/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001903] [CE 4.788 (4.579)] [KD 5.289 (5.067)] 2024-10-13 21:52:02,436 - Train: 41.58% [520200/1251000] [415.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001903] [CE 4.725 (4.602)] [KD 5.102 (5.067)] 2024-10-13 21:52:08,070 - Train: 41.59% [520250/1251000] [415.9/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001903] [CE 4.978 (4.612)] [KD 5.442 (5.139)] 2024-10-13 21:52:13,789 - Train: 41.59% [520300/1251000] [415.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.001903] [CE 4.794 (4.616)] [KD 5.274 (5.063)] 2024-10-13 21:52:19,556 - Train: 41.59% [520350/1251000] [415.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001903] [CE 5.295 (4.641)] [KD 5.360 (5.165)] 2024-10-13 21:52:25,193 - Train: 41.60% [520400/1251000] [416.0/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001902] [CE 4.711 (4.678)] [KD 5.121 (5.084)] 2024-10-13 21:52:31,839 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33518] [top5_cnt 43902] [top_all 50000] 2024-10-13 21:52:31,839 - net: 67.036 (87.804) 2024-10-13 21:52:36,715 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36319] [top5_cnt 45490] [top_all 50000] 2024-10-13 21:52:36,716 - net_E: 72.638 (90.980) 2024-10-13 21:52:36,857 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:52:36,858 - ==> Total time: 18:09:09 Eta: 1 day, 1:29:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:52:42,920 - Train: 41.60% [520450/1251000] [416.0/1000.0] [batch_t 0.113 (0.131)] [data_t 0.003] [optim_t 0.110] [lr 0.001902] [CE 4.716 (4.589)] [KD 5.181 (5.052)] 2024-10-13 21:52:48,926 - Train: 41.61% [520500/1251000] [416.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001902] [CE 3.864 (4.598)] [KD 4.823 (5.006)] 2024-10-13 21:52:54,786 - Train: 41.61% [520550/1251000] [416.1/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001902] [CE 4.566 (4.582)] [KD 4.877 (4.950)] 2024-10-13 21:53:00,784 - Train: 41.61% [520600/1251000] [416.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001902] [CE 4.217 (4.555)] [KD 4.718 (4.999)] 2024-10-13 21:53:06,615 - Train: 41.62% [520650/1251000] [416.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001902] [CE 4.550 (4.620)] [KD 5.143 (5.053)] 2024-10-13 21:53:12,288 - Train: 41.62% [520700/1251000] [416.2/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001901] [CE 4.908 (4.685)] [KD 5.222 (5.120)] 2024-10-13 21:53:18,109 - Train: 41.63% [520750/1251000] [416.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001901] [CE 4.861 (4.589)] [KD 5.295 (5.078)] 2024-10-13 21:53:23,847 - Train: 41.63% [520800/1251000] [416.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001901] [CE 4.595 (4.654)] [KD 4.988 (5.048)] 2024-10-13 21:53:30,025 - Train: 41.63% [520850/1251000] [416.3/1000.0] [batch_t 0.223 (0.123)] [data_t 0.002] [optim_t 0.220] [lr 0.001901] [CE 4.587 (4.665)] [KD 5.118 (5.004)] 2024-10-13 21:53:35,810 - Train: 41.64% [520900/1251000] [416.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001901] [CE 4.586 (4.640)] [KD 5.168 (5.063)] 2024-10-13 21:53:41,700 - Train: 41.64% [520950/1251000] [416.4/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001900] [CE 4.855 (4.615)] [KD 4.857 (4.984)] 2024-10-13 21:53:47,595 - Train: 41.65% [521000/1251000] [416.5/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001900] [CE 4.459 (4.551)] [KD 5.096 (5.023)] 2024-10-13 21:53:53,667 - Train: 41.65% [521050/1251000] [416.5/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001900] [CE 4.632 (4.633)] [KD 5.242 (5.078)] 2024-10-13 21:53:59,503 - Train: 41.65% [521100/1251000] [416.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001900] [CE 4.796 (4.636)] [KD 5.180 (5.063)] 2024-10-13 21:54:05,366 - Train: 41.66% [521150/1251000] [416.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001900] [CE 4.977 (4.608)] [KD 4.997 (5.037)] 2024-10-13 21:54:11,089 - Train: 41.66% [521200/1251000] [416.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001900] [CE 5.164 (4.551)] [KD 5.591 (5.018)] 2024-10-13 21:54:16,820 - Train: 41.67% [521250/1251000] [416.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001899] [CE 4.636 (4.623)] [KD 5.053 (5.096)] 2024-10-13 21:54:22,825 - Train: 41.67% [521300/1251000] [416.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.001899] [CE 4.328 (4.650)] [KD 4.910 (5.102)] 2024-10-13 21:54:28,800 - Train: 41.67% [521350/1251000] [416.7/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.001899] [CE 4.384 (4.623)] [KD 4.759 (5.061)] 2024-10-13 21:54:34,669 - Train: 41.68% [521400/1251000] [416.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001899] [CE 4.848 (4.672)] [KD 5.058 (5.066)] 2024-10-13 21:54:40,760 - Train: 41.68% [521450/1251000] [416.8/1000.0] [batch_t 0.117 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.001899] [CE 4.443 (4.583)] [KD 4.882 (5.055)] 2024-10-13 21:54:46,680 - Train: 41.69% [521500/1251000] [416.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001898] [CE 4.034 (4.641)] [KD 4.684 (5.124)] 2024-10-13 21:54:52,489 - Train: 41.69% [521550/1251000] [416.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001898] [CE 4.119 (4.610)] [KD 4.759 (5.128)] 2024-10-13 21:54:58,438 - Train: 41.69% [521600/1251000] [416.9/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.001898] [CE 4.585 (4.641)] [KD 4.889 (5.070)] 2024-10-13 21:55:04,269 - Train: 41.70% [521650/1251000] [417.0/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001898] [CE 4.941 (4.608)] [KD 5.094 (5.017)] 2024-10-13 21:55:10,975 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33038] [top5_cnt 43597] [top_all 50000] 2024-10-13 21:55:10,975 - net: 66.076 (87.194) 2024-10-13 21:55:15,832 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36330] [top5_cnt 45501] [top_all 50000] 2024-10-13 21:55:15,832 - net_E: 72.660 (91.002) 2024-10-13 21:55:15,982 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.704 (epoch: 405)] 2024-10-13 21:55:15,982 - ==> Total time: 18:11:48 Eta: 1 day, 1:26:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:55:21,727 - Train: 41.70% [521700/1251000] [417.0/1000.0] [batch_t 0.113 (0.140)] [data_t 0.002] [optim_t 0.111] [lr 0.001898] [CE 4.347 (4.647)] [KD 4.897 (5.125)] 2024-10-13 21:55:27,365 - Train: 41.71% [521750/1251000] [417.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001898] [CE 4.802 (4.596)] [KD 5.159 (5.060)] 2024-10-13 21:55:33,275 - Train: 41.71% [521800/1251000] [417.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001897] [CE 4.828 (4.554)] [KD 5.063 (5.010)] 2024-10-13 21:55:39,156 - Train: 41.71% [521850/1251000] [417.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001897] [CE 4.273 (4.577)] [KD 4.965 (4.978)] 2024-10-13 21:55:44,755 - Train: 41.72% [521900/1251000] [417.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001897] [CE 5.202 (4.591)] [KD 5.381 (4.958)] 2024-10-13 21:55:50,522 - Train: 41.72% [521950/1251000] [417.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001897] [CE 5.165 (4.600)] [KD 5.380 (5.029)] 2024-10-13 21:55:56,216 - Train: 41.73% [522000/1251000] [417.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001897] [CE 4.841 (4.579)] [KD 4.999 (5.034)] 2024-10-13 21:56:01,845 - Train: 41.73% [522050/1251000] [417.3/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.001896] [CE 4.164 (4.625)] [KD 4.853 (5.067)] 2024-10-13 21:56:07,709 - Train: 41.73% [522100/1251000] [417.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001896] [CE 4.715 (4.672)] [KD 4.992 (5.094)] 2024-10-13 21:56:13,703 - Train: 41.74% [522150/1251000] [417.4/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001896] [CE 4.877 (4.669)] [KD 5.301 (5.132)] 2024-10-13 21:56:19,328 - Train: 41.74% [522200/1251000] [417.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001896] [CE 4.843 (4.659)] [KD 5.200 (5.099)] 2024-10-13 21:56:25,071 - Train: 41.75% [522250/1251000] [417.5/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001896] [CE 4.701 (4.595)] [KD 5.036 (5.035)] 2024-10-13 21:56:30,856 - Train: 41.75% [522300/1251000] [417.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001896] [CE 4.893 (4.584)] [KD 4.984 (4.997)] 2024-10-13 21:56:36,602 - Train: 41.75% [522350/1251000] [417.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001895] [CE 4.741 (4.639)] [KD 5.466 (5.075)] 2024-10-13 21:56:42,557 - Train: 41.76% [522400/1251000] [417.6/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001895] [CE 4.830 (4.561)] [KD 5.451 (5.039)] 2024-10-13 21:56:48,166 - Train: 41.76% [522450/1251000] [417.6/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001895] [CE 4.510 (4.600)] [KD 4.901 (5.101)] 2024-10-13 21:56:53,800 - Train: 41.77% [522500/1251000] [417.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001895] [CE 4.861 (4.584)] [KD 5.189 (5.077)] 2024-10-13 21:56:59,771 - Train: 41.77% [522550/1251000] [417.7/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001895] [CE 5.177 (4.651)] [KD 5.386 (5.097)] 2024-10-13 21:57:05,447 - Train: 41.77% [522600/1251000] [417.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001894] [CE 4.603 (4.704)] [KD 4.979 (5.103)] 2024-10-13 21:57:11,353 - Train: 41.78% [522650/1251000] [417.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001894] [CE 4.686 (4.603)] [KD 5.226 (5.100)] 2024-10-13 21:57:17,308 - Train: 41.78% [522700/1251000] [417.8/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001894] [CE 4.427 (4.682)] [KD 5.324 (5.088)] 2024-10-13 21:57:22,989 - Train: 41.79% [522750/1251000] [417.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001894] [CE 4.895 (4.617)] [KD 5.107 (5.066)] 2024-10-13 21:57:28,785 - Train: 41.79% [522800/1251000] [417.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001894] [CE 4.536 (4.614)] [KD 4.846 (5.111)] 2024-10-13 21:57:34,564 - Train: 41.79% [522850/1251000] [417.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001894] [CE 4.557 (4.590)] [KD 5.130 (5.078)] 2024-10-13 21:57:40,270 - Train: 41.80% [522900/1251000] [418.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.001893] [CE 4.951 (4.667)] [KD 5.374 (5.075)] 2024-10-13 21:57:47,102 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 33572] [top5_cnt 43923] [top_all 50000] 2024-10-13 21:57:47,103 - net: 67.144 (87.846) 2024-10-13 21:57:51,933 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36390] [top5_cnt 45482] [top_all 50000] 2024-10-13 21:57:51,933 - net_E: 72.780 (90.964) 2024-10-13 21:57:52,075 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.780 (epoch: 418)] 2024-10-13 21:57:52,076 - ==> Total time: 18:14:24 Eta: 1 day, 1:23:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 21:57:59,218 - Train: 41.80% [522950/1251000] [418.0/1000.0] [batch_t 0.111 (0.133)] [data_t 0.002] [optim_t 0.109] [lr 0.001893] [CE 4.743 (4.593)] [KD 5.276 (4.995)] 2024-10-13 21:58:05,033 - Train: 41.81% [523000/1251000] [418.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001893] [CE 4.530 (4.619)] [KD 5.197 (5.008)] 2024-10-13 21:58:10,799 - Train: 41.81% [523050/1251000] [418.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001893] [CE 3.939 (4.527)] [KD 4.836 (4.983)] 2024-10-13 21:58:16,690 - Train: 41.81% [523100/1251000] [418.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001893] [CE 4.970 (4.597)] [KD 5.251 (4.990)] 2024-10-13 21:58:22,359 - Train: 41.82% [523150/1251000] [418.2/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001893] [CE 4.553 (4.570)] [KD 4.901 (4.944)] 2024-10-13 21:58:28,159 - Train: 41.82% [523200/1251000] [418.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.001892] [CE 4.410 (4.500)] [KD 4.761 (4.942)] 2024-10-13 21:58:33,908 - Train: 41.83% [523250/1251000] [418.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.001892] [CE 4.536 (4.569)] [KD 5.138 (5.028)] 2024-10-13 21:58:39,564 - Train: 41.83% [523300/1251000] [418.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001892] [CE 4.554 (4.631)] [KD 4.995 (5.041)] 2024-10-13 21:58:45,308 - Train: 41.83% [523350/1251000] [418.3/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001892] [CE 4.558 (4.531)] [KD 5.290 (5.038)] 2024-10-13 21:58:51,359 - Train: 41.84% [523400/1251000] [418.4/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001892] [CE 4.963 (4.608)] [KD 5.465 (5.114)] 2024-10-13 21:58:57,106 - Train: 41.84% [523450/1251000] [418.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001891] [CE 4.192 (4.595)] [KD 4.911 (5.045)] 2024-10-13 21:59:02,852 - Train: 41.85% [523500/1251000] [418.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001891] [CE 4.473 (4.560)] [KD 5.122 (4.997)] 2024-10-13 21:59:08,576 - Train: 41.85% [523550/1251000] [418.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001891] [CE 4.806 (4.582)] [KD 5.148 (5.029)] 2024-10-13 21:59:14,218 - Train: 41.85% [523600/1251000] [418.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001891] [CE 3.715 (4.517)] [KD 4.356 (5.039)] 2024-10-13 21:59:20,075 - Train: 41.86% [523650/1251000] [418.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001891] [CE 4.062 (4.600)] [KD 4.735 (5.094)] 2024-10-13 21:59:25,789 - Train: 41.86% [523700/1251000] [418.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.001891] [CE 4.607 (4.579)] [KD 5.030 (5.091)] 2024-10-13 21:59:31,411 - Train: 41.87% [523750/1251000] [418.7/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001890] [CE 4.779 (4.582)] [KD 5.107 (5.028)] 2024-10-13 21:59:37,494 - Train: 41.87% [523800/1251000] [418.7/1000.0] [batch_t 0.210 (0.122)] [data_t 0.002] [optim_t 0.208] [lr 0.001890] [CE 4.394 (4.634)] [KD 4.913 (5.055)] 2024-10-13 21:59:43,229 - Train: 41.87% [523850/1251000] [418.7/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001890] [CE 4.729 (4.639)] [KD 5.077 (5.105)] 2024-10-13 21:59:48,877 - Train: 41.88% [523900/1251000] [418.8/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001890] [CE 4.803 (4.626)] [KD 5.286 (5.141)] 2024-10-13 21:59:54,809 - Train: 41.88% [523950/1251000] [418.8/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.001890] [CE 4.734 (4.579)] [KD 4.672 (4.998)] 2024-10-13 22:00:00,453 - Train: 41.89% [524000/1251000] [418.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001889] [CE 4.681 (4.608)] [KD 5.259 (5.072)] 2024-10-13 22:00:06,232 - Train: 41.89% [524050/1251000] [418.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001889] [CE 4.617 (4.583)] [KD 5.300 (5.093)] 2024-10-13 22:00:12,084 - Train: 41.89% [524100/1251000] [418.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001889] [CE 4.439 (4.641)] [KD 4.672 (5.057)] 2024-10-13 22:00:17,725 - Train: 41.90% [524150/1251000] [419.0/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001889] [CE 4.875 (4.612)] [KD 5.115 (5.015)] 2024-10-13 22:00:24,702 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33011] [top5_cnt 43595] [top_all 50000] 2024-10-13 22:00:24,702 - net: 66.022 (87.190) 2024-10-13 22:00:29,552 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36395] [top5_cnt 45516] [top_all 50000] 2024-10-13 22:00:29,552 - net_E: 72.790 (91.032) 2024-10-13 22:00:29,702 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.790 (epoch: 419)] 2024-10-13 22:00:29,702 - ==> Total time: 18:17:02 Eta: 1 day, 1:21:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:00:37,514 - Train: 41.90% [524200/1251000] [419.0/1000.0] [batch_t 0.237 (0.134)] [data_t 0.002] [optim_t 0.234] [lr 0.001889] [CE 4.935 (4.564)] [KD 4.899 (4.947)] 2024-10-13 22:00:43,294 - Train: 41.91% [524250/1251000] [419.1/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001889] [CE 5.013 (4.659)] [KD 5.203 (5.072)] 2024-10-13 22:00:49,041 - Train: 41.91% [524300/1251000] [419.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001888] [CE 4.919 (4.625)] [KD 5.180 (4.995)] 2024-10-13 22:00:54,685 - Train: 41.91% [524350/1251000] [419.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001888] [CE 4.709 (4.624)] [KD 5.183 (5.007)] 2024-10-13 22:01:00,306 - Train: 41.92% [524400/1251000] [419.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001888] [CE 4.606 (4.631)] [KD 5.073 (5.035)] 2024-10-13 22:01:06,057 - Train: 41.92% [524450/1251000] [419.2/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001888] [CE 4.309 (4.602)] [KD 4.835 (5.022)] 2024-10-13 22:01:12,043 - Train: 41.93% [524500/1251000] [419.3/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001888] [CE 4.737 (4.592)] [KD 5.261 (5.071)] 2024-10-13 22:01:17,739 - Train: 41.93% [524550/1251000] [419.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001887] [CE 5.016 (4.633)] [KD 4.923 (5.074)] 2024-10-13 22:01:23,351 - Train: 41.93% [524600/1251000] [419.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001887] [CE 5.123 (4.666)] [KD 5.149 (5.115)] 2024-10-13 22:01:29,185 - Train: 41.94% [524650/1251000] [419.4/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001887] [CE 4.384 (4.568)] [KD 4.792 (5.021)] 2024-10-13 22:01:34,902 - Train: 41.94% [524700/1251000] [419.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001887] [CE 4.403 (4.610)] [KD 4.892 (5.000)] 2024-10-13 22:01:40,544 - Train: 41.95% [524750/1251000] [419.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001887] [CE 4.400 (4.602)] [KD 4.654 (4.960)] 2024-10-13 22:01:46,347 - Train: 41.95% [524800/1251000] [419.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001887] [CE 4.123 (4.675)] [KD 4.895 (5.070)] 2024-10-13 22:01:52,096 - Train: 41.95% [524850/1251000] [419.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001886] [CE 4.239 (4.672)] [KD 4.743 (5.150)] 2024-10-13 22:01:57,933 - Train: 41.96% [524900/1251000] [419.6/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001886] [CE 4.203 (4.630)] [KD 4.567 (5.092)] 2024-10-13 22:02:03,548 - Train: 41.96% [524950/1251000] [419.6/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001886] [CE 4.891 (4.598)] [KD 5.127 (5.095)] 2024-10-13 22:02:09,173 - Train: 41.97% [525000/1251000] [419.7/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001886] [CE 4.454 (4.615)] [KD 4.986 (5.046)] 2024-10-13 22:02:15,035 - Train: 41.97% [525050/1251000] [419.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001886] [CE 4.673 (4.546)] [KD 5.115 (5.032)] 2024-10-13 22:02:20,849 - Train: 41.97% [525100/1251000] [419.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001885] [CE 4.843 (4.652)] [KD 5.041 (5.008)] 2024-10-13 22:02:26,602 - Train: 41.98% [525150/1251000] [419.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001885] [CE 3.828 (4.619)] [KD 4.527 (5.039)] 2024-10-13 22:02:32,233 - Train: 41.98% [525200/1251000] [419.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001885] [CE 4.379 (4.601)] [KD 4.817 (5.063)] 2024-10-13 22:02:37,853 - Train: 41.99% [525250/1251000] [419.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001885] [CE 4.348 (4.600)] [KD 4.911 (5.011)] 2024-10-13 22:02:43,595 - Train: 41.99% [525300/1251000] [419.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001885] [CE 4.575 (4.651)] [KD 5.116 (5.092)] 2024-10-13 22:02:49,536 - Train: 41.99% [525350/1251000] [419.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001885] [CE 4.794 (4.621)] [KD 4.958 (5.127)] 2024-10-13 22:02:55,236 - Train: 42.00% [525400/1251000] [420.0/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001884] [CE 4.933 (4.665)] [KD 5.348 (5.079)] 2024-10-13 22:03:02,226 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 32696] [top5_cnt 43459] [top_all 50000] 2024-10-13 22:03:02,227 - net: 65.392 (86.918) 2024-10-13 22:03:07,125 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36366] [top5_cnt 45492] [top_all 50000] 2024-10-13 22:03:07,125 - net_E: 72.732 (90.984) 2024-10-13 22:03:07,267 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.790 (epoch: 419)] 2024-10-13 22:03:07,267 - ==> Total time: 18:19:40 Eta: 1 day, 1:18:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:03:13,939 - Train: 42.00% [525450/1251000] [420.0/1000.0] [batch_t 0.112 (0.129)] [data_t 0.002] [optim_t 0.109] [lr 0.001884] [CE 4.404 (4.578)] [KD 5.076 (5.068)] 2024-10-13 22:03:19,699 - Train: 42.01% [525500/1251000] [420.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001884] [CE 4.725 (4.561)] [KD 5.006 (4.989)] 2024-10-13 22:03:25,449 - Train: 42.01% [525550/1251000] [420.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001884] [CE 4.987 (4.604)] [KD 5.289 (4.982)] 2024-10-13 22:03:31,058 - Train: 42.01% [525600/1251000] [420.1/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001884] [CE 4.638 (4.584)] [KD 5.205 (4.987)] 2024-10-13 22:03:36,818 - Train: 42.02% [525650/1251000] [420.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001883] [CE 4.142 (4.559)] [KD 4.927 (4.987)] 2024-10-13 22:03:42,579 - Train: 42.02% [525700/1251000] [420.2/1000.0] [batch_t 0.111 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001883] [CE 4.796 (4.633)] [KD 5.128 (4.997)] 2024-10-13 22:03:48,760 - Train: 42.03% [525750/1251000] [420.3/1000.0] [batch_t 0.112 (0.124)] [data_t 0.003] [optim_t 0.109] [lr 0.001883] [CE 4.900 (4.572)] [KD 5.072 (4.953)] 2024-10-13 22:03:54,501 - Train: 42.03% [525800/1251000] [420.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001883] [CE 4.444 (4.583)] [KD 5.229 (5.062)] 2024-10-13 22:04:00,118 - Train: 42.03% [525850/1251000] [420.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001883] [CE 4.804 (4.674)] [KD 5.451 (5.058)] 2024-10-13 22:04:05,744 - Train: 42.04% [525900/1251000] [420.4/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001883] [CE 4.734 (4.687)] [KD 5.050 (5.110)] 2024-10-13 22:04:11,580 - Train: 42.04% [525950/1251000] [420.4/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001882] [CE 4.327 (4.608)] [KD 4.819 (5.034)] 2024-10-13 22:04:17,431 - Train: 42.05% [526000/1251000] [420.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001882] [CE 4.767 (4.611)] [KD 4.982 (4.976)] 2024-10-13 22:04:23,129 - Train: 42.05% [526050/1251000] [420.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001882] [CE 4.630 (4.610)] [KD 5.125 (5.050)] 2024-10-13 22:04:28,752 - Train: 42.05% [526100/1251000] [420.5/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001882] [CE 4.035 (4.582)] [KD 4.751 (5.041)] 2024-10-13 22:04:34,623 - Train: 42.06% [526150/1251000] [420.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001882] [CE 4.766 (4.628)] [KD 5.103 (5.053)] 2024-10-13 22:04:40,386 - Train: 42.06% [526200/1251000] [420.6/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001881] [CE 4.312 (4.614)] [KD 4.683 (5.043)] 2024-10-13 22:04:46,116 - Train: 42.07% [526250/1251000] [420.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.001881] [CE 4.689 (4.632)] [KD 5.322 (5.060)] 2024-10-13 22:04:51,955 - Train: 42.07% [526300/1251000] [420.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001881] [CE 4.861 (4.615)] [KD 5.155 (5.049)] 2024-10-13 22:04:57,681 - Train: 42.07% [526350/1251000] [420.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001881] [CE 4.835 (4.592)] [KD 5.075 (5.017)] 2024-10-13 22:05:03,398 - Train: 42.08% [526400/1251000] [420.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001881] [CE 4.297 (4.606)] [KD 5.110 (5.022)] 2024-10-13 22:05:09,006 - Train: 42.08% [526450/1251000] [420.8/1000.0] [batch_t 0.117 (0.112)] [data_t 0.002] [optim_t 0.115] [lr 0.001881] [CE 4.690 (4.624)] [KD 4.972 (5.036)] 2024-10-13 22:05:14,722 - Train: 42.09% [526500/1251000] [420.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001880] [CE 4.545 (4.624)] [KD 4.674 (5.028)] 2024-10-13 22:05:20,330 - Train: 42.09% [526550/1251000] [420.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001880] [CE 4.195 (4.533)] [KD 4.951 (5.002)] 2024-10-13 22:05:26,455 - Train: 42.09% [526600/1251000] [420.9/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.001880] [CE 4.424 (4.661)] [KD 5.176 (5.098)] 2024-10-13 22:05:32,156 - Train: 42.10% [526650/1251000] [421.0/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001880] [CE 4.585 (4.673)] [KD 5.073 (5.072)] 2024-10-13 22:05:39,222 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.090)] [top1_cnt 33607] [top5_cnt 43826] [top_all 50000] 2024-10-13 22:05:39,223 - net: 67.214 (87.652) 2024-10-13 22:05:44,087 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36420] [top5_cnt 45488] [top_all 50000] 2024-10-13 22:05:44,087 - net_E: 72.840 (90.976) 2024-10-13 22:05:44,229 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.840 (epoch: 421)] 2024-10-13 22:05:44,230 - ==> Total time: 18:22:17 Eta: 1 day, 1:15:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:05:50,833 - Train: 42.10% [526700/1251000] [421.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001880] [CE 4.585 (4.589)] [KD 5.199 (4.993)] 2024-10-13 22:05:56,611 - Train: 42.11% [526750/1251000] [421.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001880] [CE 4.535 (4.603)] [KD 4.903 (5.020)] 2024-10-13 22:06:02,422 - Train: 42.11% [526800/1251000] [421.1/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001879] [CE 4.713 (4.624)] [KD 4.786 (5.041)] 2024-10-13 22:06:08,375 - Train: 42.11% [526850/1251000] [421.1/1000.0] [batch_t 0.266 (0.119)] [data_t 0.002] [optim_t 0.264] [lr 0.001879] [CE 5.026 (4.703)] [KD 5.364 (5.077)] 2024-10-13 22:06:14,269 - Train: 42.12% [526900/1251000] [421.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001879] [CE 4.095 (4.569)] [KD 4.984 (4.956)] 2024-10-13 22:06:19,931 - Train: 42.12% [526950/1251000] [421.2/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001879] [CE 4.029 (4.545)] [KD 4.782 (4.945)] 2024-10-13 22:06:25,744 - Train: 42.13% [527000/1251000] [421.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001879] [CE 4.390 (4.606)] [KD 4.837 (5.003)] 2024-10-13 22:06:31,615 - Train: 42.13% [527050/1251000] [421.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.108] [lr 0.001878] [CE 4.855 (4.586)] [KD 5.061 (5.038)] 2024-10-13 22:06:37,259 - Train: 42.13% [527100/1251000] [421.3/1000.0] [batch_t 0.118 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.001878] [CE 4.327 (4.645)] [KD 4.793 (5.009)] 2024-10-13 22:06:43,020 - Train: 42.14% [527150/1251000] [421.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001878] [CE 4.501 (4.630)] [KD 4.987 (5.082)] 2024-10-13 22:06:48,995 - Train: 42.14% [527200/1251000] [421.4/1000.0] [batch_t 0.111 (0.119)] [data_t 0.003] [optim_t 0.108] [lr 0.001878] [CE 3.773 (4.619)] [KD 4.591 (5.038)] 2024-10-13 22:06:54,725 - Train: 42.15% [527250/1251000] [421.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001878] [CE 4.133 (4.617)] [KD 4.953 (5.047)] 2024-10-13 22:07:00,317 - Train: 42.15% [527300/1251000] [421.5/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001878] [CE 4.632 (4.625)] [KD 4.987 (5.094)] 2024-10-13 22:07:06,027 - Train: 42.15% [527350/1251000] [421.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.001877] [CE 4.784 (4.642)] [KD 5.120 (5.080)] 2024-10-13 22:07:11,745 - Train: 42.16% [527400/1251000] [421.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001877] [CE 4.790 (4.639)] [KD 5.090 (5.089)] 2024-10-13 22:07:17,563 - Train: 42.16% [527450/1251000] [421.6/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001877] [CE 4.221 (4.673)] [KD 5.174 (5.156)] 2024-10-13 22:07:23,429 - Train: 42.17% [527500/1251000] [421.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001877] [CE 4.872 (4.646)] [KD 4.795 (5.043)] 2024-10-13 22:07:29,043 - Train: 42.17% [527550/1251000] [421.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.001877] [CE 4.462 (4.595)] [KD 4.911 (5.054)] 2024-10-13 22:07:34,874 - Train: 42.17% [527600/1251000] [421.7/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001876] [CE 4.535 (4.650)] [KD 5.022 (5.032)] 2024-10-13 22:07:40,639 - Train: 42.18% [527650/1251000] [421.8/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001876] [CE 4.703 (4.581)] [KD 5.342 (5.024)] 2024-10-13 22:07:46,352 - Train: 42.18% [527700/1251000] [421.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001876] [CE 4.707 (4.645)] [KD 5.066 (5.110)] 2024-10-13 22:07:52,073 - Train: 42.19% [527750/1251000] [421.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001876] [CE 4.450 (4.597)] [KD 4.788 (4.975)] 2024-10-13 22:07:57,795 - Train: 42.19% [527800/1251000] [421.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001876] [CE 4.549 (4.631)] [KD 5.115 (5.037)] 2024-10-13 22:08:03,547 - Train: 42.19% [527850/1251000] [421.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001876] [CE 4.872 (4.654)] [KD 5.354 (5.081)] 2024-10-13 22:08:09,390 - Train: 42.20% [527900/1251000] [422.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001875] [CE 4.365 (4.594)] [KD 4.828 (5.038)] 2024-10-13 22:08:16,672 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32505] [top5_cnt 43257] [top_all 50000] 2024-10-13 22:08:16,672 - net: 65.010 (86.514) 2024-10-13 22:08:21,570 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36417] [top5_cnt 45507] [top_all 50000] 2024-10-13 22:08:21,571 - net_E: 72.834 (91.014) 2024-10-13 22:08:21,710 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.840 (epoch: 421)] 2024-10-13 22:08:21,711 - ==> Total time: 18:24:54 Eta: 1 day, 1:13:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:08:26,564 - Train: 42.20% [527950/1251000] [422.0/1000.0] [batch_t 0.112 (0.130)] [data_t 0.002] [optim_t 0.110] [lr 0.001875] [CE 4.787 (4.641)] [KD 4.777 (5.065)] 2024-10-13 22:08:32,617 - Train: 42.21% [528000/1251000] [422.1/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001875] [CE 4.468 (4.631)] [KD 4.639 (5.008)] 2024-10-13 22:08:38,354 - Train: 42.21% [528050/1251000] [422.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001875] [CE 4.226 (4.574)] [KD 4.473 (4.985)] 2024-10-13 22:08:44,227 - Train: 42.21% [528100/1251000] [422.1/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001875] [CE 5.033 (4.555)] [KD 5.415 (4.966)] 2024-10-13 22:08:50,002 - Train: 42.22% [528150/1251000] [422.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001874] [CE 4.393 (4.553)] [KD 5.120 (5.012)] 2024-10-13 22:08:56,068 - Train: 42.22% [528200/1251000] [422.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.001874] [CE 4.618 (4.629)] [KD 4.926 (5.074)] 2024-10-13 22:09:01,969 - Train: 42.23% [528250/1251000] [422.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001874] [CE 4.728 (4.524)] [KD 5.024 (4.978)] 2024-10-13 22:09:07,984 - Train: 42.23% [528300/1251000] [422.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001874] [CE 4.694 (4.584)] [KD 5.106 (5.045)] 2024-10-13 22:09:13,757 - Train: 42.23% [528350/1251000] [422.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001874] [CE 4.874 (4.567)] [KD 5.258 (5.036)] 2024-10-13 22:09:19,548 - Train: 42.24% [528400/1251000] [422.4/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001874] [CE 4.875 (4.670)] [KD 5.364 (5.061)] 2024-10-13 22:09:25,548 - Train: 42.24% [528450/1251000] [422.4/1000.0] [batch_t 0.118 (0.120)] [data_t 0.002] [optim_t 0.116] [lr 0.001873] [CE 4.279 (4.652)] [KD 4.916 (5.062)] 2024-10-13 22:09:31,753 - Train: 42.25% [528500/1251000] [422.5/1000.0] [batch_t 0.113 (0.124)] [data_t 0.002] [optim_t 0.110] [lr 0.001873] [CE 4.600 (4.572)] [KD 4.919 (4.976)] 2024-10-13 22:09:37,529 - Train: 42.25% [528550/1251000] [422.5/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001873] [CE 5.073 (4.564)] [KD 5.157 (5.008)] 2024-10-13 22:09:43,440 - Train: 42.25% [528600/1251000] [422.5/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001873] [CE 4.396 (4.637)] [KD 5.140 (5.082)] 2024-10-13 22:09:49,347 - Train: 42.26% [528650/1251000] [422.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001873] [CE 4.475 (4.618)] [KD 5.122 (5.097)] 2024-10-13 22:09:55,227 - Train: 42.26% [528700/1251000] [422.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001872] [CE 4.713 (4.599)] [KD 5.276 (5.068)] 2024-10-13 22:10:01,332 - Train: 42.27% [528750/1251000] [422.7/1000.0] [batch_t 0.120 (0.122)] [data_t 0.003] [optim_t 0.117] [lr 0.001872] [CE 4.335 (4.641)] [KD 4.749 (5.058)] 2024-10-13 22:10:07,074 - Train: 42.27% [528800/1251000] [422.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001872] [CE 4.212 (4.601)] [KD 5.118 (5.100)] 2024-10-13 22:10:13,087 - Train: 42.27% [528850/1251000] [422.7/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001872] [CE 4.523 (4.634)] [KD 5.179 (5.045)] 2024-10-13 22:10:19,040 - Train: 42.28% [528900/1251000] [422.8/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001872] [CE 4.552 (4.611)] [KD 5.060 (5.066)] 2024-10-13 22:10:24,812 - Train: 42.28% [528950/1251000] [422.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001872] [CE 4.472 (4.616)] [KD 4.973 (5.073)] 2024-10-13 22:10:30,600 - Train: 42.29% [529000/1251000] [422.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001871] [CE 4.471 (4.552)] [KD 5.015 (5.039)] 2024-10-13 22:10:36,802 - Train: 42.29% [529050/1251000] [422.9/1000.0] [batch_t 0.118 (0.124)] [data_t 0.002] [optim_t 0.116] [lr 0.001871] [CE 4.854 (4.566)] [KD 5.365 (5.087)] 2024-10-13 22:10:42,660 - Train: 42.29% [529100/1251000] [422.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001871] [CE 4.658 (4.642)] [KD 5.002 (5.078)] 2024-10-13 22:10:48,421 - Train: 42.30% [529150/1251000] [423.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001871] [CE 5.281 (4.651)] [KD 5.171 (5.096)] 2024-10-13 22:10:55,852 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32506] [top5_cnt 43167] [top_all 50000] 2024-10-13 22:10:55,852 - net: 65.012 (86.334) 2024-10-13 22:11:00,784 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36412] [top5_cnt 45511] [top_all 50000] 2024-10-13 22:11:00,784 - net_E: 72.824 (91.022) 2024-10-13 22:11:00,925 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.840 (epoch: 421)] 2024-10-13 22:11:00,925 - ==> Total time: 18:27:33 Eta: 1 day, 1:10:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:11:05,537 - Train: 42.30% [529200/1251000] [423.0/1000.0] [batch_t 0.116 (0.130)] [data_t 0.002] [optim_t 0.113] [lr 0.001871] [CE 4.671 (4.617)] [KD 5.020 (5.002)] 2024-10-13 22:11:11,524 - Train: 42.31% [529250/1251000] [423.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.001870] [CE 3.980 (4.516)] [KD 4.835 (4.929)] 2024-10-13 22:11:17,331 - Train: 42.31% [529300/1251000] [423.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001870] [CE 4.235 (4.559)] [KD 4.987 (5.002)] 2024-10-13 22:11:23,321 - Train: 42.31% [529350/1251000] [423.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001870] [CE 4.661 (4.587)] [KD 5.329 (4.998)] 2024-10-13 22:11:29,027 - Train: 42.32% [529400/1251000] [423.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001870] [CE 5.004 (4.647)] [KD 5.105 (5.072)] 2024-10-13 22:11:34,883 - Train: 42.32% [529450/1251000] [423.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001870] [CE 4.050 (4.569)] [KD 4.924 (4.973)] 2024-10-13 22:11:40,715 - Train: 42.33% [529500/1251000] [423.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001870] [CE 4.983 (4.614)] [KD 5.258 (4.984)] 2024-10-13 22:11:46,736 - Train: 42.33% [529550/1251000] [423.3/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001869] [CE 3.782 (4.557)] [KD 4.728 (5.019)] 2024-10-13 22:11:52,593 - Train: 42.33% [529600/1251000] [423.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001869] [CE 4.789 (4.576)] [KD 5.124 (4.959)] 2024-10-13 22:11:58,268 - Train: 42.34% [529650/1251000] [423.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001869] [CE 4.353 (4.492)] [KD 4.832 (4.890)] 2024-10-13 22:12:03,944 - Train: 42.34% [529700/1251000] [423.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001869] [CE 4.504 (4.616)] [KD 4.972 (5.078)] 2024-10-13 22:12:09,766 - Train: 42.35% [529750/1251000] [423.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001869] [CE 4.639 (4.604)] [KD 4.976 (5.001)] 2024-10-13 22:12:15,675 - Train: 42.35% [529800/1251000] [423.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001868] [CE 4.425 (4.599)] [KD 4.984 (5.003)] 2024-10-13 22:12:21,474 - Train: 42.35% [529850/1251000] [423.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001868] [CE 3.719 (4.589)] [KD 4.505 (4.986)] 2024-10-13 22:12:27,476 - Train: 42.36% [529900/1251000] [423.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.001868] [CE 4.546 (4.620)] [KD 4.816 (4.994)] 2024-10-13 22:12:33,263 - Train: 42.36% [529950/1251000] [423.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001868] [CE 4.534 (4.647)] [KD 5.038 (4.990)] 2024-10-13 22:12:38,939 - Train: 42.37% [530000/1251000] [423.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001868] [CE 4.476 (4.572)] [KD 4.928 (5.076)] 2024-10-13 22:12:44,614 - Train: 42.37% [530050/1251000] [423.7/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.001868] [CE 4.913 (4.624)] [KD 5.351 (5.027)] 2024-10-13 22:12:50,557 - Train: 42.37% [530100/1251000] [423.7/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001867] [CE 4.994 (4.590)] [KD 5.226 (5.046)] 2024-10-13 22:12:56,443 - Train: 42.38% [530150/1251000] [423.8/1000.0] [batch_t 0.242 (0.118)] [data_t 0.002] [optim_t 0.239] [lr 0.001867] [CE 4.306 (4.600)] [KD 4.904 (5.057)] 2024-10-13 22:13:02,194 - Train: 42.38% [530200/1251000] [423.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001867] [CE 4.984 (4.635)] [KD 5.207 (5.060)] 2024-10-13 22:13:07,873 - Train: 42.39% [530250/1251000] [423.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001867] [CE 4.778 (4.505)] [KD 4.950 (5.005)] 2024-10-13 22:13:13,664 - Train: 42.39% [530300/1251000] [423.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001867] [CE 4.250 (4.596)] [KD 4.864 (5.053)] 2024-10-13 22:13:19,454 - Train: 42.39% [530350/1251000] [423.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001866] [CE 4.602 (4.625)] [KD 4.974 (5.004)] 2024-10-13 22:13:25,522 - Train: 42.40% [530400/1251000] [424.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001866] [CE 4.796 (4.572)] [KD 5.172 (5.030)] 2024-10-13 22:13:33,162 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32910] [top5_cnt 43477] [top_all 50000] 2024-10-13 22:13:33,162 - net: 65.820 (86.954) 2024-10-13 22:13:38,064 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36398] [top5_cnt 45521] [top_all 50000] 2024-10-13 22:13:38,065 - net_E: 72.796 (91.042) 2024-10-13 22:13:38,213 - Max [top1: 67.400 (epoch: 414)] [top1-ema: 72.840 (epoch: 421)] 2024-10-13 22:13:38,213 - ==> Total time: 18:30:10 Eta: 1 day, 1:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:13:42,646 - Train: 42.40% [530450/1251000] [424.0/1000.0] [batch_t 0.112 (0.132)] [data_t 0.003] [optim_t 0.109] [lr 0.001866] [CE 5.124 (4.616)] [KD 5.202 (4.996)] 2024-10-13 22:13:48,310 - Train: 42.41% [530500/1251000] [424.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001866] [CE 4.693 (4.613)] [KD 4.919 (4.951)] 2024-10-13 22:13:54,208 - Train: 42.41% [530550/1251000] [424.1/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001866] [CE 4.666 (4.558)] [KD 5.100 (4.988)] 2024-10-13 22:13:59,899 - Train: 42.41% [530600/1251000] [424.1/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001866] [CE 4.736 (4.688)] [KD 5.006 (5.112)] 2024-10-13 22:14:05,838 - Train: 42.42% [530650/1251000] [424.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.001865] [CE 4.159 (4.666)] [KD 4.717 (5.038)] 2024-10-13 22:14:11,469 - Train: 42.42% [530700/1251000] [424.2/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001865] [CE 4.680 (4.578)] [KD 4.891 (5.004)] 2024-10-13 22:14:17,260 - Train: 42.43% [530750/1251000] [424.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001865] [CE 4.595 (4.640)] [KD 4.766 (4.954)] 2024-10-13 22:14:23,298 - Train: 42.43% [530800/1251000] [424.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.001865] [CE 4.360 (4.592)] [KD 4.685 (5.014)] 2024-10-13 22:14:29,044 - Train: 42.43% [530850/1251000] [424.3/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001865] [CE 4.254 (4.649)] [KD 4.745 (5.087)] 2024-10-13 22:14:34,798 - Train: 42.44% [530900/1251000] [424.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001864] [CE 4.522 (4.545)] [KD 4.681 (5.011)] 2024-10-13 22:14:40,544 - Train: 42.44% [530950/1251000] [424.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001864] [CE 5.037 (4.621)] [KD 5.218 (5.000)] 2024-10-13 22:14:46,180 - Train: 42.45% [531000/1251000] [424.5/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001864] [CE 4.623 (4.548)] [KD 5.060 (4.938)] 2024-10-13 22:14:51,910 - Train: 42.45% [531050/1251000] [424.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001864] [CE 4.814 (4.637)] [KD 5.362 (5.101)] 2024-10-13 22:14:57,764 - Train: 42.45% [531100/1251000] [424.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001864] [CE 4.914 (4.663)] [KD 5.451 (5.147)] 2024-10-13 22:15:03,569 - Train: 42.46% [531150/1251000] [424.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001864] [CE 5.242 (4.622)] [KD 5.139 (5.067)] 2024-10-13 22:15:09,201 - Train: 42.46% [531200/1251000] [424.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001863] [CE 4.339 (4.609)] [KD 4.857 (5.052)] 2024-10-13 22:15:15,211 - Train: 42.47% [531250/1251000] [424.7/1000.0] [batch_t 0.116 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001863] [CE 4.809 (4.631)] [KD 4.900 (5.070)] 2024-10-13 22:15:20,972 - Train: 42.47% [531300/1251000] [424.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001863] [CE 4.834 (4.602)] [KD 5.108 (5.089)] 2024-10-13 22:15:26,592 - Train: 42.47% [531350/1251000] [424.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001863] [CE 4.565 (4.591)] [KD 5.533 (5.054)] 2024-10-13 22:15:32,419 - Train: 42.48% [531400/1251000] [424.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001863] [CE 4.208 (4.577)] [KD 4.789 (5.077)] 2024-10-13 22:15:38,052 - Train: 42.48% [531450/1251000] [424.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001862] [CE 4.466 (4.661)] [KD 5.015 (5.116)] 2024-10-13 22:15:43,810 - Train: 42.49% [531500/1251000] [424.9/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001862] [CE 4.652 (4.628)] [KD 4.951 (5.090)] 2024-10-13 22:15:49,448 - Train: 42.49% [531550/1251000] [424.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001862] [CE 4.891 (4.625)] [KD 5.377 (5.089)] 2024-10-13 22:15:55,346 - Train: 42.49% [531600/1251000] [424.9/1000.0] [batch_t 0.111 (0.118)] [data_t 0.003] [optim_t 0.109] [lr 0.001862] [CE 4.192 (4.602)] [KD 4.899 (5.002)] 2024-10-13 22:16:01,230 - Train: 42.50% [531650/1251000] [425.0/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001862] [CE 4.355 (4.571)] [KD 4.825 (5.044)] 2024-10-13 22:16:08,945 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33769] [top5_cnt 44024] [top_all 50000] 2024-10-13 22:16:08,945 - net: 67.538 (88.048) 2024-10-13 22:16:13,892 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36430] [top5_cnt 45522] [top_all 50000] 2024-10-13 22:16:13,893 - net_E: 72.860 (91.044) 2024-10-13 22:16:14,010 - Max [top1: 67.538 (epoch: 425)] [top1-ema: 72.860 (epoch: 425)] 2024-10-13 22:16:14,010 - ==> Total time: 18:32:46 Eta: 1 day, 1:05:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:16:21,065 - Train: 42.50% [531700/1251000] [425.0/1000.0] [batch_t 0.263 (0.130)] [data_t 0.003] [optim_t 0.261] [lr 0.001862] [CE 4.436 (4.626)] [KD 4.981 (4.967)] 2024-10-13 22:16:26,901 - Train: 42.51% [531750/1251000] [425.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001861] [CE 4.634 (4.514)] [KD 4.880 (4.952)] 2024-10-13 22:16:32,678 - Train: 42.51% [531800/1251000] [425.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001861] [CE 3.870 (4.572)] [KD 4.646 (5.033)] 2024-10-13 22:16:38,326 - Train: 42.51% [531850/1251000] [425.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001861] [CE 4.710 (4.602)] [KD 4.643 (5.016)] 2024-10-13 22:16:44,266 - Train: 42.52% [531900/1251000] [425.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001861] [CE 4.918 (4.656)] [KD 5.253 (5.061)] 2024-10-13 22:16:49,920 - Train: 42.52% [531950/1251000] [425.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001861] [CE 4.894 (4.563)] [KD 5.357 (5.059)] 2024-10-13 22:16:55,606 - Train: 42.53% [532000/1251000] [425.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001860] [CE 5.125 (4.682)] [KD 5.262 (5.133)] 2024-10-13 22:17:01,408 - Train: 42.53% [532050/1251000] [425.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001860] [CE 4.603 (4.635)] [KD 4.707 (5.118)] 2024-10-13 22:17:07,373 - Train: 42.53% [532100/1251000] [425.3/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001860] [CE 5.006 (4.625)] [KD 5.425 (5.024)] 2024-10-13 22:17:13,417 - Train: 42.54% [532150/1251000] [425.4/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001860] [CE 4.414 (4.559)] [KD 4.999 (5.045)] 2024-10-13 22:17:19,328 - Train: 42.54% [532200/1251000] [425.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001860] [CE 5.162 (4.637)] [KD 5.190 (5.058)] 2024-10-13 22:17:24,993 - Train: 42.55% [532250/1251000] [425.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001860] [CE 4.910 (4.637)] [KD 4.999 (5.088)] 2024-10-13 22:17:30,634 - Train: 42.55% [532300/1251000] [425.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001859] [CE 5.001 (4.603)] [KD 5.262 (4.980)] 2024-10-13 22:17:36,303 - Train: 42.55% [532350/1251000] [425.5/1000.0] [batch_t 0.117 (0.113)] [data_t 0.002] [optim_t 0.115] [lr 0.001859] [CE 4.478 (4.630)] [KD 4.761 (5.044)] 2024-10-13 22:17:41,963 - Train: 42.56% [532400/1251000] [425.6/1000.0] [batch_t 0.111 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001859] [CE 4.404 (4.607)] [KD 5.126 (4.977)] 2024-10-13 22:17:47,854 - Train: 42.56% [532450/1251000] [425.6/1000.0] [batch_t 0.232 (0.118)] [data_t 0.002] [optim_t 0.229] [lr 0.001859] [CE 4.536 (4.524)] [KD 4.979 (4.985)] 2024-10-13 22:17:53,777 - Train: 42.57% [532500/1251000] [425.7/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001859] [CE 4.333 (4.581)] [KD 4.989 (5.052)] 2024-10-13 22:17:59,825 - Train: 42.57% [532550/1251000] [425.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001858] [CE 3.861 (4.587)] [KD 4.693 (5.032)] 2024-10-13 22:18:05,628 - Train: 42.57% [532600/1251000] [425.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001858] [CE 4.710 (4.634)] [KD 4.935 (5.002)] 2024-10-13 22:18:11,288 - Train: 42.58% [532650/1251000] [425.8/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.001858] [CE 4.555 (4.624)] [KD 4.976 (5.011)] 2024-10-13 22:18:16,968 - Train: 42.58% [532700/1251000] [425.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001858] [CE 4.633 (4.600)] [KD 4.917 (4.974)] 2024-10-13 22:18:22,840 - Train: 42.59% [532750/1251000] [425.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001858] [CE 4.120 (4.583)] [KD 4.849 (4.968)] 2024-10-13 22:18:28,494 - Train: 42.59% [532800/1251000] [425.9/1000.0] [batch_t 0.119 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.001858] [CE 4.654 (4.691)] [KD 5.436 (5.170)] 2024-10-13 22:18:34,143 - Train: 42.59% [532850/1251000] [425.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001857] [CE 4.749 (4.590)] [KD 5.039 (4.968)] 2024-10-13 22:18:39,938 - Train: 42.60% [532900/1251000] [426.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001857] [CE 4.195 (4.575)] [KD 5.044 (5.050)] 2024-10-13 22:18:47,798 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33250] [top5_cnt 43754] [top_all 50000] 2024-10-13 22:18:47,798 - net: 66.500 (87.508) 2024-10-13 22:18:52,774 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36412] [top5_cnt 45561] [top_all 50000] 2024-10-13 22:18:52,775 - net_E: 72.824 (91.122) 2024-10-13 22:18:52,889 - Max [top1: 67.538 (epoch: 425)] [top1-ema: 72.860 (epoch: 425)] 2024-10-13 22:18:52,890 - ==> Total time: 18:35:25 Eta: 1 day, 1:02:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:18:57,598 - Train: 42.60% [532950/1251000] [426.0/1000.0] [batch_t 0.113 (0.127)] [data_t 0.002] [optim_t 0.111] [lr 0.001857] [CE 4.552 (4.524)] [KD 4.953 (4.863)] 2024-10-13 22:19:03,723 - Train: 42.61% [533000/1251000] [426.1/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.001857] [CE 4.686 (4.590)] [KD 5.049 (4.977)] 2024-10-13 22:19:09,377 - Train: 42.61% [533050/1251000] [426.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001857] [CE 5.316 (4.617)] [KD 5.359 (4.984)] 2024-10-13 22:19:15,289 - Train: 42.61% [533100/1251000] [426.1/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001857] [CE 4.567 (4.512)] [KD 4.522 (4.884)] 2024-10-13 22:19:20,958 - Train: 42.62% [533150/1251000] [426.2/1000.0] [batch_t 0.118 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.001856] [CE 4.481 (4.599)] [KD 4.604 (5.000)] 2024-10-13 22:19:26,857 - Train: 42.62% [533200/1251000] [426.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001856] [CE 5.060 (4.619)] [KD 5.412 (5.059)] 2024-10-13 22:19:32,603 - Train: 42.63% [533250/1251000] [426.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001856] [CE 4.751 (4.596)] [KD 5.229 (4.989)] 2024-10-13 22:19:38,247 - Train: 42.63% [533300/1251000] [426.3/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001856] [CE 4.673 (4.625)] [KD 5.274 (5.012)] 2024-10-13 22:19:44,026 - Train: 42.63% [533350/1251000] [426.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001856] [CE 4.504 (4.634)] [KD 4.831 (5.020)] 2024-10-13 22:19:49,793 - Train: 42.64% [533400/1251000] [426.4/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001855] [CE 4.275 (4.623)] [KD 4.637 (4.962)] 2024-10-13 22:19:55,545 - Train: 42.64% [533450/1251000] [426.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001855] [CE 4.500 (4.596)] [KD 5.061 (4.962)] 2024-10-13 22:20:01,646 - Train: 42.65% [533500/1251000] [426.5/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.001855] [CE 4.315 (4.590)] [KD 4.914 (5.007)] 2024-10-13 22:20:07,428 - Train: 42.65% [533550/1251000] [426.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001855] [CE 4.762 (4.631)] [KD 5.189 (5.023)] 2024-10-13 22:20:13,073 - Train: 42.65% [533600/1251000] [426.5/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001855] [CE 4.077 (4.593)] [KD 4.759 (4.991)] 2024-10-13 22:20:18,710 - Train: 42.66% [533650/1251000] [426.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001855] [CE 4.619 (4.484)] [KD 4.935 (4.916)] 2024-10-13 22:20:24,338 - Train: 42.66% [533700/1251000] [426.6/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001854] [CE 4.186 (4.586)] [KD 5.021 (4.943)] 2024-10-13 22:20:30,104 - Train: 42.67% [533750/1251000] [426.7/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001854] [CE 4.676 (4.587)] [KD 5.250 (5.070)] 2024-10-13 22:20:36,067 - Train: 42.67% [533800/1251000] [426.7/1000.0] [batch_t 0.244 (0.119)] [data_t 0.002] [optim_t 0.241] [lr 0.001854] [CE 4.869 (4.569)] [KD 5.148 (5.040)] 2024-10-13 22:20:41,894 - Train: 42.67% [533850/1251000] [426.7/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001854] [CE 4.533 (4.596)] [KD 5.095 (5.053)] 2024-10-13 22:20:47,532 - Train: 42.68% [533900/1251000] [426.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001854] [CE 4.609 (4.599)] [KD 5.310 (5.076)] 2024-10-13 22:20:53,383 - Train: 42.68% [533950/1251000] [426.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001853] [CE 4.631 (4.573)] [KD 5.025 (5.091)] 2024-10-13 22:20:59,020 - Train: 42.69% [534000/1251000] [426.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001853] [CE 4.757 (4.562)] [KD 5.235 (5.000)] 2024-10-13 22:21:04,866 - Train: 42.69% [534050/1251000] [426.9/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001853] [CE 4.728 (4.584)] [KD 5.183 (4.992)] 2024-10-13 22:21:10,605 - Train: 42.69% [534100/1251000] [426.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001853] [CE 4.602 (4.615)] [KD 5.098 (5.056)] 2024-10-13 22:21:16,253 - Train: 42.70% [534150/1251000] [427.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001853] [CE 4.361 (4.509)] [KD 5.113 (5.047)] 2024-10-13 22:21:24,148 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33061] [top5_cnt 43554] [top_all 50000] 2024-10-13 22:21:24,149 - net: 66.122 (87.108) 2024-10-13 22:21:29,078 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36388] [top5_cnt 45538] [top_all 50000] 2024-10-13 22:21:29,078 - net_E: 72.776 (91.076) 2024-10-13 22:21:29,197 - Max [top1: 67.538 (epoch: 425)] [top1-ema: 72.860 (epoch: 425)] 2024-10-13 22:21:29,198 - ==> Total time: 18:38:01 Eta: 1 day, 1:00:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:21:33,398 - Train: 42.70% [534200/1251000] [427.0/1000.0] [batch_t 0.112 (0.134)] [data_t 0.003] [optim_t 0.110] [lr 0.001853] [CE 4.417 (4.490)] [KD 4.823 (4.977)] 2024-10-13 22:21:39,301 - Train: 42.71% [534250/1251000] [427.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001852] [CE 4.225 (4.586)] [KD 4.869 (4.946)] 2024-10-13 22:21:45,128 - Train: 42.71% [534300/1251000] [427.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001852] [CE 4.646 (4.551)] [KD 4.991 (4.986)] 2024-10-13 22:21:51,102 - Train: 42.71% [534350/1251000] [427.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001852] [CE 4.578 (4.542)] [KD 5.156 (4.990)] 2024-10-13 22:21:56,952 - Train: 42.72% [534400/1251000] [427.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001852] [CE 4.737 (4.528)] [KD 5.071 (4.961)] 2024-10-13 22:22:02,654 - Train: 42.72% [534450/1251000] [427.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001852] [CE 4.585 (4.600)] [KD 4.875 (4.991)] 2024-10-13 22:22:08,594 - Train: 42.73% [534500/1251000] [427.3/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001851] [CE 4.758 (4.613)] [KD 4.960 (5.002)] 2024-10-13 22:22:14,416 - Train: 42.73% [534550/1251000] [427.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001851] [CE 4.169 (4.642)] [KD 4.791 (5.017)] 2024-10-13 22:22:20,343 - Train: 42.73% [534600/1251000] [427.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001851] [CE 4.548 (4.628)] [KD 5.205 (4.973)] 2024-10-13 22:22:26,021 - Train: 42.74% [534650/1251000] [427.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001851] [CE 4.389 (4.609)] [KD 4.895 (5.009)] 2024-10-13 22:22:31,695 - Train: 42.74% [534700/1251000] [427.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001851] [CE 5.205 (4.626)] [KD 5.344 (4.968)] 2024-10-13 22:22:37,466 - Train: 42.75% [534750/1251000] [427.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001851] [CE 4.910 (4.632)] [KD 5.582 (5.020)] 2024-10-13 22:22:43,449 - Train: 42.75% [534800/1251000] [427.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001850] [CE 4.272 (4.565)] [KD 5.007 (5.010)] 2024-10-13 22:22:49,346 - Train: 42.75% [534850/1251000] [427.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001850] [CE 4.680 (4.521)] [KD 5.429 (5.089)] 2024-10-13 22:22:55,131 - Train: 42.76% [534900/1251000] [427.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001850] [CE 4.558 (4.571)] [KD 4.898 (5.057)] 2024-10-13 22:23:00,789 - Train: 42.76% [534950/1251000] [427.6/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001850] [CE 3.912 (4.544)] [KD 4.838 (5.026)] 2024-10-13 22:23:06,461 - Train: 42.77% [535000/1251000] [427.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001850] [CE 4.213 (4.567)] [KD 4.701 (5.019)] 2024-10-13 22:23:12,245 - Train: 42.77% [535050/1251000] [427.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001849] [CE 4.746 (4.602)] [KD 4.624 (5.060)] 2024-10-13 22:23:18,027 - Train: 42.77% [535100/1251000] [427.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001849] [CE 4.684 (4.589)] [KD 5.063 (4.963)] 2024-10-13 22:23:23,828 - Train: 42.78% [535150/1251000] [427.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001849] [CE 5.004 (4.671)] [KD 5.337 (5.080)] 2024-10-13 22:23:29,753 - Train: 42.78% [535200/1251000] [427.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001849] [CE 4.784 (4.526)] [KD 4.816 (5.029)] 2024-10-13 22:23:35,675 - Train: 42.79% [535250/1251000] [427.9/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001849] [CE 3.998 (4.664)] [KD 4.924 (5.057)] 2024-10-13 22:23:41,381 - Train: 42.79% [535300/1251000] [427.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001849] [CE 4.174 (4.595)] [KD 4.816 (4.986)] 2024-10-13 22:23:47,325 - Train: 42.79% [535350/1251000] [427.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001848] [CE 4.725 (4.565)] [KD 5.020 (5.061)] 2024-10-13 22:23:53,001 - Train: 42.80% [535400/1251000] [428.0/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001848] [CE 4.878 (4.539)] [KD 5.081 (4.975)] 2024-10-13 22:24:01,047 - Test (net): 100.00% [50/50] [batch_t 0.015 (0.092)] [top1_cnt 32983] [top5_cnt 43521] [top_all 50000] 2024-10-13 22:24:01,048 - net: 65.966 (87.042) 2024-10-13 22:24:05,922 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36413] [top5_cnt 45513] [top_all 50000] 2024-10-13 22:24:05,923 - net_E: 72.826 (91.026) 2024-10-13 22:24:06,030 - Max [top1: 67.538 (epoch: 425)] [top1-ema: 72.860 (epoch: 425)] 2024-10-13 22:24:06,030 - ==> Total time: 18:40:38 Eta: 1 day, 0:57:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:24:10,418 - Train: 42.80% [535450/1251000] [428.0/1000.0] [batch_t 0.112 (0.129)] [data_t 0.002] [optim_t 0.110] [lr 0.001848] [CE 4.730 (4.621)] [KD 4.955 (4.995)] 2024-10-13 22:24:16,062 - Train: 42.81% [535500/1251000] [428.1/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001848] [CE 4.244 (4.597)] [KD 4.863 (4.991)] 2024-10-13 22:24:21,812 - Train: 42.81% [535550/1251000] [428.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001848] [CE 5.014 (4.634)] [KD 4.992 (4.996)] 2024-10-13 22:24:27,678 - Train: 42.81% [535600/1251000] [428.1/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001847] [CE 4.712 (4.582)] [KD 4.944 (4.963)] 2024-10-13 22:24:33,309 - Train: 42.82% [535650/1251000] [428.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001847] [CE 4.497 (4.638)] [KD 4.885 (5.040)] 2024-10-13 22:24:39,225 - Train: 42.82% [535700/1251000] [428.2/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001847] [CE 4.729 (4.560)] [KD 5.400 (4.997)] 2024-10-13 22:24:45,093 - Train: 42.83% [535750/1251000] [428.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001847] [CE 4.805 (4.548)] [KD 5.056 (5.001)] 2024-10-13 22:24:50,676 - Train: 42.83% [535800/1251000] [428.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001847] [CE 4.811 (4.589)] [KD 4.985 (4.969)] 2024-10-13 22:24:56,413 - Train: 42.83% [535850/1251000] [428.3/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001847] [CE 4.289 (4.646)] [KD 4.708 (5.040)] 2024-10-13 22:25:02,225 - Train: 42.84% [535900/1251000] [428.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001846] [CE 4.532 (4.627)] [KD 4.865 (4.978)] 2024-10-13 22:25:07,836 - Train: 42.84% [535950/1251000] [428.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001846] [CE 4.178 (4.497)] [KD 4.699 (4.940)] 2024-10-13 22:25:13,551 - Train: 42.85% [536000/1251000] [428.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001846] [CE 4.382 (4.580)] [KD 4.887 (4.950)] 2024-10-13 22:25:19,178 - Train: 42.85% [536050/1251000] [428.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001846] [CE 4.588 (4.575)] [KD 4.798 (5.028)] 2024-10-13 22:25:25,045 - Train: 42.85% [536100/1251000] [428.5/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001846] [CE 4.892 (4.597)] [KD 4.929 (4.975)] 2024-10-13 22:25:30,996 - Train: 42.86% [536150/1251000] [428.6/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001845] [CE 4.919 (4.555)] [KD 5.027 (5.041)] 2024-10-13 22:25:36,738 - Train: 42.86% [536200/1251000] [428.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001845] [CE 4.165 (4.671)] [KD 4.722 (5.036)] 2024-10-13 22:25:42,345 - Train: 42.87% [536250/1251000] [428.7/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001845] [CE 4.579 (4.647)] [KD 5.024 (4.978)] 2024-10-13 22:25:48,080 - Train: 42.87% [536300/1251000] [428.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001845] [CE 5.071 (4.601)] [KD 5.341 (5.021)] 2024-10-13 22:25:53,755 - Train: 42.87% [536350/1251000] [428.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001845] [CE 4.481 (4.598)] [KD 4.902 (4.998)] 2024-10-13 22:25:59,343 - Train: 42.88% [536400/1251000] [428.8/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001845] [CE 4.593 (4.635)] [KD 4.950 (5.060)] 2024-10-13 22:26:05,168 - Train: 42.88% [536450/1251000] [428.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001844] [CE 4.751 (4.690)] [KD 5.031 (5.081)] 2024-10-13 22:26:11,021 - Train: 42.89% [536500/1251000] [428.9/1000.0] [batch_t 0.238 (0.117)] [data_t 0.003] [optim_t 0.235] [lr 0.001844] [CE 5.190 (4.629)] [KD 5.369 (5.048)] 2024-10-13 22:26:16,726 - Train: 42.89% [536550/1251000] [428.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001844] [CE 4.215 (4.575)] [KD 4.700 (5.010)] 2024-10-13 22:26:22,556 - Train: 42.89% [536600/1251000] [428.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001844] [CE 4.902 (4.610)] [KD 5.179 (4.984)] 2024-10-13 22:26:28,154 - Train: 42.90% [536650/1251000] [429.0/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001844] [CE 4.637 (4.580)] [KD 4.747 (5.053)] 2024-10-13 22:26:36,245 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33128] [top5_cnt 43631] [top_all 50000] 2024-10-13 22:26:36,246 - net: 66.256 (87.262) 2024-10-13 22:26:41,090 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36453] [top5_cnt 45527] [top_all 50000] 2024-10-13 22:26:41,090 - net_E: 72.906 (91.054) 2024-10-13 22:26:41,214 - Max [top1: 67.538 (epoch: 425)] [top1-ema: 72.906 (epoch: 429)] 2024-10-13 22:26:41,215 - ==> Total time: 18:43:13 Eta: 1 day, 0:55:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:26:46,871 - Train: 42.90% [536700/1251000] [429.0/1000.0] [batch_t 0.113 (0.132)] [data_t 0.003] [optim_t 0.110] [lr 0.001843] [CE 4.206 (4.550)] [KD 4.871 (4.926)] 2024-10-13 22:26:52,621 - Train: 42.91% [536750/1251000] [429.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001843] [CE 4.567 (4.573)] [KD 4.988 (4.907)] 2024-10-13 22:26:58,338 - Train: 42.91% [536800/1251000] [429.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.001843] [CE 4.141 (4.559)] [KD 4.870 (4.967)] 2024-10-13 22:27:04,071 - Train: 42.91% [536850/1251000] [429.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.111] [lr 0.001843] [CE 4.956 (4.658)] [KD 5.127 (5.001)] 2024-10-13 22:27:09,799 - Train: 42.92% [536900/1251000] [429.2/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001843] [CE 4.256 (4.630)] [KD 4.741 (4.973)] 2024-10-13 22:27:15,528 - Train: 42.92% [536950/1251000] [429.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001843] [CE 4.514 (4.593)] [KD 5.092 (4.946)] 2024-10-13 22:27:21,511 - Train: 42.93% [537000/1251000] [429.3/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001842] [CE 4.618 (4.591)] [KD 4.691 (5.025)] 2024-10-13 22:27:27,112 - Train: 42.93% [537050/1251000] [429.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001842] [CE 4.487 (4.601)] [KD 5.110 (4.986)] 2024-10-13 22:27:32,719 - Train: 42.93% [537100/1251000] [429.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001842] [CE 4.450 (4.627)] [KD 4.857 (5.022)] 2024-10-13 22:27:38,437 - Train: 42.94% [537150/1251000] [429.4/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001842] [CE 4.394 (4.586)] [KD 4.841 (5.011)] 2024-10-13 22:27:44,233 - Train: 42.94% [537200/1251000] [429.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001842] [CE 4.438 (4.646)] [KD 5.047 (5.042)] 2024-10-13 22:27:49,822 - Train: 42.95% [537250/1251000] [429.5/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001841] [CE 4.860 (4.677)] [KD 5.221 (5.021)] 2024-10-13 22:27:55,731 - Train: 42.95% [537300/1251000] [429.5/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001841] [CE 4.579 (4.625)] [KD 4.743 (5.009)] 2024-10-13 22:28:01,336 - Train: 42.95% [537350/1251000] [429.5/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001841] [CE 4.809 (4.619)] [KD 5.269 (5.043)] 2024-10-13 22:28:07,098 - Train: 42.96% [537400/1251000] [429.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001841] [CE 4.988 (4.549)] [KD 5.440 (5.005)] 2024-10-13 22:28:12,822 - Train: 42.96% [537450/1251000] [429.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001841] [CE 4.888 (4.666)] [KD 5.169 (5.056)] 2024-10-13 22:28:18,486 - Train: 42.97% [537500/1251000] [429.7/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001841] [CE 3.986 (4.582)] [KD 4.650 (5.046)] 2024-10-13 22:28:24,063 - Train: 42.97% [537550/1251000] [429.7/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001840] [CE 4.529 (4.570)] [KD 4.836 (4.962)] 2024-10-13 22:28:29,774 - Train: 42.97% [537600/1251000] [429.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001840] [CE 4.979 (4.559)] [KD 5.121 (4.992)] 2024-10-13 22:28:35,486 - Train: 42.98% [537650/1251000] [429.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001840] [CE 4.492 (4.628)] [KD 4.801 (5.038)] 2024-10-13 22:28:41,423 - Train: 42.98% [537700/1251000] [429.8/1000.0] [batch_t 0.110 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.001840] [CE 4.913 (4.600)] [KD 5.138 (5.049)] 2024-10-13 22:28:47,014 - Train: 42.99% [537750/1251000] [429.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001840] [CE 4.732 (4.598)] [KD 5.243 (4.995)] 2024-10-13 22:28:52,892 - Train: 42.99% [537800/1251000] [429.9/1000.0] [batch_t 0.242 (0.117)] [data_t 0.002] [optim_t 0.239] [lr 0.001839] [CE 4.740 (4.682)] [KD 5.155 (5.106)] 2024-10-13 22:28:58,768 - Train: 42.99% [537850/1251000] [429.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001839] [CE 4.706 (4.588)] [KD 4.980 (5.013)] 2024-10-13 22:29:04,476 - Train: 43.00% [537900/1251000] [430.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001839] [CE 4.475 (4.634)] [KD 5.225 (5.044)] 2024-10-13 22:29:12,621 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33830] [top5_cnt 44101] [top_all 50000] 2024-10-13 22:29:12,621 - net: 67.660 (88.202) 2024-10-13 22:29:17,511 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 36455] [top5_cnt 45540] [top_all 50000] 2024-10-13 22:29:17,512 - net_E: 72.910 (91.080) 2024-10-13 22:29:17,627 - Max [top1: 67.660 (epoch: 430)] [top1-ema: 72.910 (epoch: 430)] 2024-10-13 22:29:17,627 - ==> Total time: 18:45:50 Eta: 1 day, 0:52:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:29:23,506 - Train: 43.00% [537950/1251000] [430.0/1000.0] [batch_t 0.112 (0.126)] [data_t 0.002] [optim_t 0.110] [lr 0.001839] [CE 4.483 (4.571)] [KD 4.969 (4.943)] 2024-10-13 22:29:29,394 - Train: 43.01% [538000/1251000] [430.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001839] [CE 4.321 (4.589)] [KD 4.844 (4.983)] 2024-10-13 22:29:35,003 - Train: 43.01% [538050/1251000] [430.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.111] [lr 0.001839] [CE 4.271 (4.608)] [KD 4.917 (4.941)] 2024-10-13 22:29:40,832 - Train: 43.01% [538100/1251000] [430.1/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001838] [CE 4.725 (4.632)] [KD 4.887 (5.041)] 2024-10-13 22:29:46,674 - Train: 43.02% [538150/1251000] [430.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001838] [CE 4.372 (4.608)] [KD 4.942 (4.968)] 2024-10-13 22:29:52,345 - Train: 43.02% [538200/1251000] [430.2/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.001838] [CE 3.751 (4.616)] [KD 4.436 (5.019)] 2024-10-13 22:29:58,141 - Train: 43.03% [538250/1251000] [430.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001838] [CE 5.001 (4.673)] [KD 5.000 (5.036)] 2024-10-13 22:30:04,003 - Train: 43.03% [538300/1251000] [430.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001838] [CE 4.963 (4.546)] [KD 5.017 (4.958)] 2024-10-13 22:30:09,671 - Train: 43.03% [538350/1251000] [430.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001837] [CE 4.540 (4.574)] [KD 4.866 (5.002)] 2024-10-13 22:30:15,378 - Train: 43.04% [538400/1251000] [430.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001837] [CE 4.868 (4.578)] [KD 5.166 (4.937)] 2024-10-13 22:30:21,308 - Train: 43.04% [538450/1251000] [430.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001837] [CE 4.698 (4.611)] [KD 5.155 (5.043)] 2024-10-13 22:30:26,972 - Train: 43.05% [538500/1251000] [430.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001837] [CE 3.715 (4.551)] [KD 4.334 (5.038)] 2024-10-13 22:30:33,152 - Train: 43.05% [538550/1251000] [430.5/1000.0] [batch_t 0.114 (0.124)] [data_t 0.002] [optim_t 0.111] [lr 0.001837] [CE 4.603 (4.561)] [KD 5.101 (4.969)] 2024-10-13 22:30:38,834 - Train: 43.05% [538600/1251000] [430.5/1000.0] [batch_t 0.116 (0.114)] [data_t 0.003] [optim_t 0.113] [lr 0.001837] [CE 4.472 (4.535)] [KD 5.036 (4.990)] 2024-10-13 22:30:44,539 - Train: 43.06% [538650/1251000] [430.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.003] [optim_t 0.112] [lr 0.001836] [CE 4.695 (4.542)] [KD 5.244 (4.954)] 2024-10-13 22:30:50,496 - Train: 43.06% [538700/1251000] [430.6/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001836] [CE 4.703 (4.616)] [KD 4.816 (5.008)] 2024-10-13 22:30:56,188 - Train: 43.07% [538750/1251000] [430.7/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001836] [CE 4.726 (4.627)] [KD 5.234 (5.008)] 2024-10-13 22:31:01,871 - Train: 43.07% [538800/1251000] [430.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001836] [CE 4.551 (4.575)] [KD 5.188 (4.991)] 2024-10-13 22:31:07,805 - Train: 43.07% [538850/1251000] [430.7/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001836] [CE 4.925 (4.593)] [KD 5.140 (5.035)] 2024-10-13 22:31:13,494 - Train: 43.08% [538900/1251000] [430.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.001835] [CE 4.169 (4.580)] [KD 4.914 (4.990)] 2024-10-13 22:31:19,475 - Train: 43.08% [538950/1251000] [430.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001835] [CE 4.431 (4.596)] [KD 4.932 (4.982)] 2024-10-13 22:31:25,396 - Train: 43.09% [539000/1251000] [430.9/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001835] [CE 4.648 (4.542)] [KD 5.020 (4.915)] 2024-10-13 22:31:31,210 - Train: 43.09% [539050/1251000] [430.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001835] [CE 4.495 (4.495)] [KD 5.073 (4.939)] 2024-10-13 22:31:36,988 - Train: 43.09% [539100/1251000] [430.9/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001835] [CE 4.671 (4.646)] [KD 4.807 (5.011)] 2024-10-13 22:31:42,678 - Train: 43.10% [539150/1251000] [431.0/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001835] [CE 4.635 (4.638)] [KD 5.020 (5.079)] 2024-10-13 22:31:51,096 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33291] [top5_cnt 43761] [top_all 50000] 2024-10-13 22:31:51,096 - net: 66.582 (87.522) 2024-10-13 22:31:56,083 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.093)] [top1_cnt 36467] [top5_cnt 45547] [top_all 50000] 2024-10-13 22:31:56,084 - net_E: 72.934 (91.094) 2024-10-13 22:31:56,197 - Max [top1: 67.660 (epoch: 430)] [top1-ema: 72.934 (epoch: 431)] 2024-10-13 22:31:56,198 - ==> Total time: 18:48:28 Eta: 1 day, 0:49:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:32:01,337 - Train: 43.10% [539200/1251000] [431.0/1000.0] [batch_t 0.113 (0.134)] [data_t 0.002] [optim_t 0.111] [lr 0.001834] [CE 4.415 (4.636)] [KD 5.213 (4.981)] 2024-10-13 22:32:06,984 - Train: 43.11% [539250/1251000] [431.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001834] [CE 4.520 (4.621)] [KD 4.861 (4.967)] 2024-10-13 22:32:13,145 - Train: 43.11% [539300/1251000] [431.1/1000.0] [batch_t 0.111 (0.123)] [data_t 0.002] [optim_t 0.109] [lr 0.001834] [CE 4.695 (4.512)] [KD 5.270 (4.902)] 2024-10-13 22:32:19,155 - Train: 43.11% [539350/1251000] [431.1/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001834] [CE 4.765 (4.549)] [KD 4.842 (4.933)] 2024-10-13 22:32:24,755 - Train: 43.12% [539400/1251000] [431.2/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001834] [CE 4.255 (4.648)] [KD 4.854 (4.973)] 2024-10-13 22:32:30,358 - Train: 43.12% [539450/1251000] [431.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001833] [CE 4.368 (4.582)] [KD 4.699 (4.921)] 2024-10-13 22:32:35,987 - Train: 43.13% [539500/1251000] [431.3/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001833] [CE 4.537 (4.565)] [KD 5.098 (4.973)] 2024-10-13 22:32:41,620 - Train: 43.13% [539550/1251000] [431.3/1000.0] [batch_t 0.117 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.001833] [CE 4.607 (4.615)] [KD 4.894 (4.990)] 2024-10-13 22:32:47,867 - Train: 43.13% [539600/1251000] [431.3/1000.0] [batch_t 0.111 (0.125)] [data_t 0.002] [optim_t 0.109] [lr 0.001833] [CE 4.867 (4.591)] [KD 4.915 (5.000)] 2024-10-13 22:32:53,601 - Train: 43.14% [539650/1251000] [431.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001833] [CE 4.619 (4.633)] [KD 4.915 (5.050)] 2024-10-13 22:32:59,228 - Train: 43.14% [539700/1251000] [431.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001833] [CE 4.763 (4.534)] [KD 5.027 (4.971)] 2024-10-13 22:33:04,975 - Train: 43.15% [539750/1251000] [431.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001832] [CE 4.677 (4.578)] [KD 5.077 (4.988)] 2024-10-13 22:33:10,579 - Train: 43.15% [539800/1251000] [431.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001832] [CE 3.904 (4.554)] [KD 4.449 (5.011)] 2024-10-13 22:33:16,200 - Train: 43.15% [539850/1251000] [431.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001832] [CE 5.021 (4.576)] [KD 4.979 (4.969)] 2024-10-13 22:33:22,410 - Train: 43.16% [539900/1251000] [431.6/1000.0] [batch_t 0.112 (0.124)] [data_t 0.002] [optim_t 0.109] [lr 0.001832] [CE 4.514 (4.580)] [KD 4.985 (5.003)] 2024-10-13 22:33:28,031 - Train: 43.16% [539950/1251000] [431.6/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001832] [CE 4.134 (4.601)] [KD 4.827 (5.018)] 2024-10-13 22:33:33,767 - Train: 43.17% [540000/1251000] [431.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001831] [CE 4.348 (4.583)] [KD 4.693 (4.973)] 2024-10-13 22:33:39,397 - Train: 43.17% [540050/1251000] [431.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001831] [CE 4.749 (4.719)] [KD 5.245 (5.052)] 2024-10-13 22:33:45,010 - Train: 43.17% [540100/1251000] [431.7/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001831] [CE 4.277 (4.633)] [KD 4.738 (5.060)] 2024-10-13 22:33:50,863 - Train: 43.18% [540150/1251000] [431.8/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001831] [CE 4.749 (4.537)] [KD 4.845 (4.995)] 2024-10-13 22:33:56,781 - Train: 43.18% [540200/1251000] [431.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001831] [CE 4.194 (4.588)] [KD 5.048 (4.958)] 2024-10-13 22:34:02,444 - Train: 43.19% [540250/1251000] [431.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001830] [CE 4.900 (4.593)] [KD 5.287 (4.987)] 2024-10-13 22:34:08,363 - Train: 43.19% [540300/1251000] [431.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001830] [CE 4.342 (4.615)] [KD 4.983 (5.072)] 2024-10-13 22:34:14,034 - Train: 43.19% [540350/1251000] [431.9/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001830] [CE 4.950 (4.589)] [KD 5.118 (4.983)] 2024-10-13 22:34:19,697 - Train: 43.20% [540400/1251000] [432.0/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001830] [CE 4.572 (4.658)] [KD 5.088 (4.993)] 2024-10-13 22:34:28,360 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33513] [top5_cnt 43990] [top_all 50000] 2024-10-13 22:34:28,361 - net: 67.026 (87.980) 2024-10-13 22:34:33,239 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36501] [top5_cnt 45551] [top_all 50000] 2024-10-13 22:34:33,240 - net_E: 73.002 (91.102) 2024-10-13 22:34:33,349 - Max [top1: 67.660 (epoch: 430)] [top1-ema: 73.002 (epoch: 432)] 2024-10-13 22:34:33,350 - ==> Total time: 18:51:06 Eta: 1 day, 0:47:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:34:39,185 - Train: 43.20% [540450/1251000] [432.0/1000.0] [batch_t 0.109 (0.148)] [data_t 0.002] [optim_t 0.107] [lr 0.001830] [CE 5.007 (4.645)] [KD 5.088 (4.945)] 2024-10-13 22:34:44,768 - Train: 43.21% [540500/1251000] [432.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001830] [CE 4.705 (4.584)] [KD 5.125 (5.016)] 2024-10-13 22:34:50,365 - Train: 43.21% [540550/1251000] [432.1/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001829] [CE 4.369 (4.603)] [KD 4.545 (4.960)] 2024-10-13 22:34:56,103 - Train: 43.21% [540600/1251000] [432.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001829] [CE 4.599 (4.591)] [KD 5.179 (4.905)] 2024-10-13 22:35:01,821 - Train: 43.22% [540650/1251000] [432.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001829] [CE 4.571 (4.598)] [KD 4.937 (4.976)] 2024-10-13 22:35:07,553 - Train: 43.22% [540700/1251000] [432.2/1000.0] [batch_t 0.281 (0.115)] [data_t 0.002] [optim_t 0.278] [lr 0.001829] [CE 4.192 (4.557)] [KD 4.732 (4.975)] 2024-10-13 22:35:13,259 - Train: 43.23% [540750/1251000] [432.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001829] [CE 5.045 (4.539)] [KD 5.549 (4.945)] 2024-10-13 22:35:18,851 - Train: 43.23% [540800/1251000] [432.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001828] [CE 4.649 (4.557)] [KD 4.906 (4.980)] 2024-10-13 22:35:24,569 - Train: 43.23% [540850/1251000] [432.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001828] [CE 4.845 (4.679)] [KD 5.431 (5.120)] 2024-10-13 22:35:30,643 - Train: 43.24% [540900/1251000] [432.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001828] [CE 4.263 (4.579)] [KD 4.698 (4.921)] 2024-10-13 22:35:36,274 - Train: 43.24% [540950/1251000] [432.4/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001828] [CE 4.300 (4.661)] [KD 5.041 (5.036)] 2024-10-13 22:35:42,095 - Train: 43.25% [541000/1251000] [432.5/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001828] [CE 4.652 (4.593)] [KD 4.970 (4.983)] 2024-10-13 22:35:47,687 - Train: 43.25% [541050/1251000] [432.5/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001828] [CE 4.188 (4.620)] [KD 4.685 (5.026)] 2024-10-13 22:35:53,255 - Train: 43.25% [541100/1251000] [432.5/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001827] [CE 4.992 (4.608)] [KD 4.863 (4.998)] 2024-10-13 22:35:58,957 - Train: 43.26% [541150/1251000] [432.6/1000.0] [batch_t 0.110 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001827] [CE 4.479 (4.594)] [KD 4.912 (4.953)] 2024-10-13 22:36:04,638 - Train: 43.26% [541200/1251000] [432.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001827] [CE 4.687 (4.585)] [KD 4.997 (4.940)] 2024-10-13 22:36:10,232 - Train: 43.27% [541250/1251000] [432.7/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001827] [CE 4.597 (4.592)] [KD 4.989 (4.930)] 2024-10-13 22:36:16,352 - Train: 43.27% [541300/1251000] [432.7/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.001827] [CE 4.611 (4.605)] [KD 5.139 (4.978)] 2024-10-13 22:36:21,950 - Train: 43.27% [541350/1251000] [432.7/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001826] [CE 4.572 (4.570)] [KD 4.908 (4.943)] 2024-10-13 22:36:27,537 - Train: 43.28% [541400/1251000] [432.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001826] [CE 4.878 (4.686)] [KD 4.929 (4.990)] 2024-10-13 22:36:33,236 - Train: 43.28% [541450/1251000] [432.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001826] [CE 4.515 (4.612)] [KD 4.928 (4.970)] 2024-10-13 22:36:38,923 - Train: 43.29% [541500/1251000] [432.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001826] [CE 5.059 (4.657)] [KD 5.346 (5.004)] 2024-10-13 22:36:44,654 - Train: 43.29% [541550/1251000] [432.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001826] [CE 4.939 (4.587)] [KD 5.464 (4.965)] 2024-10-13 22:36:50,440 - Train: 43.29% [541600/1251000] [432.9/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001826] [CE 5.036 (4.644)] [KD 4.978 (5.019)] 2024-10-13 22:36:56,021 - Train: 43.30% [541650/1251000] [433.0/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001825] [CE 3.886 (4.636)] [KD 4.726 (5.057)] 2024-10-13 22:37:04,452 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33539] [top5_cnt 43901] [top_all 50000] 2024-10-13 22:37:04,452 - net: 67.078 (87.802) 2024-10-13 22:37:09,255 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36501] [top5_cnt 45555] [top_all 50000] 2024-10-13 22:37:09,255 - net_E: 73.002 (91.110) 2024-10-13 22:37:09,372 - Max [top1: 67.660 (epoch: 430)] [top1-ema: 73.002 (epoch: 432)] 2024-10-13 22:37:09,372 - ==> Total time: 18:53:42 Eta: 1 day, 0:44:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:37:13,060 - Train: 43.30% [541700/1251000] [433.0/1000.0] [batch_t 0.113 (0.127)] [data_t 0.002] [optim_t 0.110] [lr 0.001825] [CE 4.361 (4.497)] [KD 4.953 (4.945)] 2024-10-13 22:37:18,963 - Train: 43.31% [541750/1251000] [433.1/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001825] [CE 4.569 (4.650)] [KD 5.058 (5.030)] 2024-10-13 22:37:24,717 - Train: 43.31% [541800/1251000] [433.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001825] [CE 3.979 (4.529)] [KD 4.357 (4.883)] 2024-10-13 22:37:30,711 - Train: 43.31% [541850/1251000] [433.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001825] [CE 5.020 (4.657)] [KD 4.974 (4.982)] 2024-10-13 22:37:36,328 - Train: 43.32% [541900/1251000] [433.2/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001824] [CE 5.048 (4.523)] [KD 4.974 (4.921)] 2024-10-13 22:37:41,964 - Train: 43.32% [541950/1251000] [433.2/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001824] [CE 5.173 (4.604)] [KD 5.204 (5.015)] 2024-10-13 22:37:47,718 - Train: 43.33% [542000/1251000] [433.3/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001824] [CE 4.579 (4.612)] [KD 5.095 (5.056)] 2024-10-13 22:37:53,418 - Train: 43.33% [542050/1251000] [433.3/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001824] [CE 4.848 (4.611)] [KD 4.895 (5.010)] 2024-10-13 22:37:59,038 - Train: 43.33% [542100/1251000] [433.3/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001824] [CE 4.447 (4.619)] [KD 4.865 (4.981)] 2024-10-13 22:38:05,048 - Train: 43.34% [542150/1251000] [433.4/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001824] [CE 4.511 (4.540)] [KD 5.084 (4.945)] 2024-10-13 22:38:10,702 - Train: 43.34% [542200/1251000] [433.4/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001823] [CE 4.532 (4.535)] [KD 4.707 (4.974)] 2024-10-13 22:38:16,378 - Train: 43.35% [542250/1251000] [433.5/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001823] [CE 4.534 (4.591)] [KD 4.965 (4.988)] 2024-10-13 22:38:22,020 - Train: 43.35% [542300/1251000] [433.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001823] [CE 4.342 (4.569)] [KD 4.884 (5.020)] 2024-10-13 22:38:27,574 - Train: 43.35% [542350/1251000] [433.5/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001823] [CE 4.021 (4.575)] [KD 5.059 (5.002)] 2024-10-13 22:38:33,241 - Train: 43.36% [542400/1251000] [433.6/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001823] [CE 4.997 (4.633)] [KD 5.317 (5.061)] 2024-10-13 22:38:39,126 - Train: 43.36% [542450/1251000] [433.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001822] [CE 4.384 (4.579)] [KD 4.972 (5.004)] 2024-10-13 22:38:44,709 - Train: 43.37% [542500/1251000] [433.7/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.107] [lr 0.001822] [CE 4.373 (4.649)] [KD 4.848 (5.053)] 2024-10-13 22:38:50,427 - Train: 43.37% [542550/1251000] [433.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001822] [CE 4.471 (4.601)] [KD 5.114 (4.994)] 2024-10-13 22:38:56,133 - Train: 43.37% [542600/1251000] [433.7/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001822] [CE 4.503 (4.623)] [KD 4.636 (5.038)] 2024-10-13 22:39:01,916 - Train: 43.38% [542650/1251000] [433.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001822] [CE 4.806 (4.546)] [KD 4.968 (4.968)] 2024-10-13 22:39:07,950 - Train: 43.38% [542700/1251000] [433.8/1000.0] [batch_t 0.219 (0.121)] [data_t 0.003] [optim_t 0.217] [lr 0.001822] [CE 4.654 (4.549)] [KD 4.994 (4.945)] 2024-10-13 22:39:13,772 - Train: 43.39% [542750/1251000] [433.9/1000.0] [batch_t 0.120 (0.116)] [data_t 0.003] [optim_t 0.117] [lr 0.001821] [CE 4.377 (4.614)] [KD 5.009 (4.964)] 2024-10-13 22:39:19,515 - Train: 43.39% [542800/1251000] [433.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.001821] [CE 4.831 (4.605)] [KD 5.129 (5.041)] 2024-10-13 22:39:25,391 - Train: 43.39% [542850/1251000] [433.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.001821] [CE 4.715 (4.618)] [KD 4.960 (5.101)] 2024-10-13 22:39:31,441 - Train: 43.40% [542900/1251000] [434.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001821] [CE 4.773 (4.639)] [KD 5.258 (5.072)] 2024-10-13 22:39:40,153 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 33239] [top5_cnt 43748] [top_all 50000] 2024-10-13 22:39:40,153 - net: 66.478 (87.496) 2024-10-13 22:39:44,986 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36521] [top5_cnt 45549] [top_all 50000] 2024-10-13 22:39:44,986 - net_E: 73.042 (91.098) 2024-10-13 22:39:45,121 - Max [top1: 67.660 (epoch: 430)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:39:45,121 - ==> Total time: 18:56:17 Eta: 1 day, 0:41:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:39:50,947 - Train: 43.40% [542950/1251000] [434.0/1000.0] [batch_t 0.114 (0.130)] [data_t 0.003] [optim_t 0.111] [lr 0.001821] [CE 4.569 (4.687)] [KD 5.102 (5.118)] 2024-10-13 22:39:56,687 - Train: 43.41% [543000/1251000] [434.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001820] [CE 4.699 (4.625)] [KD 5.160 (5.031)] 2024-10-13 22:40:02,719 - Train: 43.41% [543050/1251000] [434.1/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001820] [CE 4.848 (4.519)] [KD 4.787 (4.944)] 2024-10-13 22:40:08,473 - Train: 43.41% [543100/1251000] [434.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001820] [CE 4.710 (4.642)] [KD 5.088 (5.018)] 2024-10-13 22:40:14,079 - Train: 43.42% [543150/1251000] [434.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001820] [CE 5.114 (4.565)] [KD 5.173 (4.896)] 2024-10-13 22:40:19,676 - Train: 43.42% [543200/1251000] [434.2/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001820] [CE 4.649 (4.574)] [KD 5.095 (4.924)] 2024-10-13 22:40:25,720 - Train: 43.43% [543250/1251000] [434.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001820] [CE 3.922 (4.508)] [KD 4.727 (4.944)] 2024-10-13 22:40:31,308 - Train: 43.43% [543300/1251000] [434.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001819] [CE 4.787 (4.637)] [KD 4.990 (4.988)] 2024-10-13 22:40:37,098 - Train: 43.43% [543350/1251000] [434.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001819] [CE 4.641 (4.620)] [KD 4.834 (4.993)] 2024-10-13 22:40:42,796 - Train: 43.44% [543400/1251000] [434.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001819] [CE 4.701 (4.586)] [KD 4.806 (4.948)] 2024-10-13 22:40:48,627 - Train: 43.44% [543450/1251000] [434.4/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001819] [CE 4.196 (4.641)] [KD 4.939 (5.019)] 2024-10-13 22:40:54,244 - Train: 43.45% [543500/1251000] [434.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001819] [CE 4.411 (4.632)] [KD 5.224 (5.077)] 2024-10-13 22:40:59,860 - Train: 43.45% [543550/1251000] [434.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001818] [CE 4.474 (4.584)] [KD 4.943 (5.004)] 2024-10-13 22:41:05,489 - Train: 43.45% [543600/1251000] [434.5/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001818] [CE 4.813 (4.650)] [KD 4.929 (5.005)] 2024-10-13 22:41:11,490 - Train: 43.46% [543650/1251000] [434.6/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001818] [CE 4.610 (4.633)] [KD 5.010 (5.072)] 2024-10-13 22:41:17,330 - Train: 43.46% [543700/1251000] [434.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001818] [CE 4.373 (4.628)] [KD 4.915 (5.007)] 2024-10-13 22:41:22,965 - Train: 43.47% [543750/1251000] [434.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001818] [CE 4.916 (4.582)] [KD 4.854 (5.015)] 2024-10-13 22:41:28,579 - Train: 43.47% [543800/1251000] [434.7/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001818] [CE 4.671 (4.534)] [KD 5.339 (4.948)] 2024-10-13 22:41:34,426 - Train: 43.47% [543850/1251000] [434.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001817] [CE 5.012 (4.609)] [KD 5.282 (5.033)] 2024-10-13 22:41:40,345 - Train: 43.48% [543900/1251000] [434.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001817] [CE 4.960 (4.638)] [KD 5.068 (4.997)] 2024-10-13 22:41:45,949 - Train: 43.48% [543950/1251000] [434.8/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001817] [CE 4.783 (4.624)] [KD 4.962 (5.023)] 2024-10-13 22:41:51,566 - Train: 43.49% [544000/1251000] [434.9/1000.0] [batch_t 0.117 (0.112)] [data_t 0.002] [optim_t 0.114] [lr 0.001817] [CE 4.036 (4.568)] [KD 4.442 (4.983)] 2024-10-13 22:41:57,197 - Train: 43.49% [544050/1251000] [434.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001817] [CE 4.344 (4.636)] [KD 4.755 (4.971)] 2024-10-13 22:42:03,195 - Train: 43.49% [544100/1251000] [434.9/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001816] [CE 4.579 (4.594)] [KD 5.228 (5.025)] 2024-10-13 22:42:08,815 - Train: 43.50% [544150/1251000] [435.0/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001816] [CE 4.307 (4.542)] [KD 5.093 (4.941)] 2024-10-13 22:42:17,659 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 34015] [top5_cnt 44112] [top_all 50000] 2024-10-13 22:42:17,660 - net: 68.030 (88.224) 2024-10-13 22:42:22,610 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36504] [top5_cnt 45579] [top_all 50000] 2024-10-13 22:42:22,610 - net_E: 73.008 (91.158) 2024-10-13 22:42:22,747 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:42:22,747 - ==> Total time: 18:58:55 Eta: 1 day, 0:39:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:42:28,977 - Train: 43.50% [544200/1251000] [435.0/1000.0] [batch_t 0.112 (0.134)] [data_t 0.002] [optim_t 0.109] [lr 0.001816] [CE 4.574 (4.502)] [KD 5.179 (4.852)] 2024-10-13 22:42:34,807 - Train: 43.51% [544250/1251000] [435.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001816] [CE 4.681 (4.580)] [KD 4.873 (4.956)] 2024-10-13 22:42:40,698 - Train: 43.51% [544300/1251000] [435.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001816] [CE 4.532 (4.625)] [KD 4.903 (5.004)] 2024-10-13 22:42:46,481 - Train: 43.51% [544350/1251000] [435.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001816] [CE 4.440 (4.540)] [KD 4.899 (4.889)] 2024-10-13 22:42:52,091 - Train: 43.52% [544400/1251000] [435.2/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001815] [CE 4.547 (4.645)] [KD 5.178 (4.998)] 2024-10-13 22:42:57,872 - Train: 43.52% [544450/1251000] [435.2/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001815] [CE 4.196 (4.548)] [KD 4.601 (4.928)] 2024-10-13 22:43:03,637 - Train: 43.53% [544500/1251000] [435.3/1000.0] [batch_t 0.235 (0.115)] [data_t 0.002] [optim_t 0.232] [lr 0.001815] [CE 5.080 (4.611)] [KD 5.167 (4.949)] 2024-10-13 22:43:09,424 - Train: 43.53% [544550/1251000] [435.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001815] [CE 4.262 (4.527)] [KD 4.677 (4.923)] 2024-10-13 22:43:15,191 - Train: 43.53% [544600/1251000] [435.3/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001815] [CE 4.539 (4.620)] [KD 4.844 (4.973)] 2024-10-13 22:43:21,002 - Train: 43.54% [544650/1251000] [435.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001814] [CE 4.073 (4.638)] [KD 4.800 (5.010)] 2024-10-13 22:43:26,739 - Train: 43.54% [544700/1251000] [435.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001814] [CE 4.752 (4.575)] [KD 5.094 (5.036)] 2024-10-13 22:43:32,484 - Train: 43.55% [544750/1251000] [435.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001814] [CE 4.651 (4.649)] [KD 5.023 (5.021)] 2024-10-13 22:43:38,082 - Train: 43.55% [544800/1251000] [435.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001814] [CE 4.374 (4.586)] [KD 4.922 (4.988)] 2024-10-13 22:43:43,659 - Train: 43.55% [544850/1251000] [435.5/1000.0] [batch_t 0.113 (0.111)] [data_t 0.002] [optim_t 0.111] [lr 0.001814] [CE 4.785 (4.612)] [KD 5.270 (5.051)] 2024-10-13 22:43:49,478 - Train: 43.56% [544900/1251000] [435.6/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.001814] [CE 4.546 (4.544)] [KD 5.002 (4.947)] 2024-10-13 22:43:55,590 - Train: 43.56% [544950/1251000] [435.6/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.114] [lr 0.001813] [CE 4.495 (4.537)] [KD 4.741 (4.919)] 2024-10-13 22:44:01,419 - Train: 43.57% [545000/1251000] [435.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001813] [CE 4.439 (4.619)] [KD 4.876 (4.989)] 2024-10-13 22:44:07,351 - Train: 43.57% [545050/1251000] [435.7/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001813] [CE 4.363 (4.562)] [KD 5.185 (4.966)] 2024-10-13 22:44:13,289 - Train: 43.57% [545100/1251000] [435.7/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001813] [CE 4.554 (4.631)] [KD 5.045 (5.030)] 2024-10-13 22:44:19,287 - Train: 43.58% [545150/1251000] [435.8/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001813] [CE 4.492 (4.514)] [KD 5.074 (4.925)] 2024-10-13 22:44:25,152 - Train: 43.58% [545200/1251000] [435.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001812] [CE 4.851 (4.582)] [KD 4.792 (4.908)] 2024-10-13 22:44:30,889 - Train: 43.59% [545250/1251000] [435.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001812] [CE 5.192 (4.648)] [KD 4.976 (4.981)] 2024-10-13 22:44:36,783 - Train: 43.59% [545300/1251000] [435.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001812] [CE 4.832 (4.557)] [KD 5.278 (4.949)] 2024-10-13 22:44:42,732 - Train: 43.59% [545350/1251000] [435.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001812] [CE 4.901 (4.567)] [KD 5.395 (4.915)] 2024-10-13 22:44:48,764 - Train: 43.60% [545400/1251000] [436.0/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001812] [CE 4.539 (4.632)] [KD 5.150 (5.098)] 2024-10-13 22:44:57,806 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32168] [top5_cnt 42894] [top_all 50000] 2024-10-13 22:44:57,807 - net: 64.336 (85.788) 2024-10-13 22:45:02,665 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36516] [top5_cnt 45557] [top_all 50000] 2024-10-13 22:45:02,666 - net_E: 73.032 (91.114) 2024-10-13 22:45:02,811 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:45:02,811 - ==> Total time: 19:01:35 Eta: 1 day, 0:36:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:45:07,905 - Train: 43.60% [545450/1251000] [436.0/1000.0] [batch_t 0.115 (0.135)] [data_t 0.002] [optim_t 0.113] [lr 0.001812] [CE 4.443 (4.481)] [KD 4.654 (4.881)] 2024-10-13 22:45:13,873 - Train: 43.61% [545500/1251000] [436.1/1000.0] [batch_t 0.241 (0.119)] [data_t 0.002] [optim_t 0.238] [lr 0.001811] [CE 4.563 (4.577)] [KD 5.003 (4.951)] 2024-10-13 22:45:19,660 - Train: 43.61% [545550/1251000] [436.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001811] [CE 4.664 (4.517)] [KD 4.692 (4.898)] 2024-10-13 22:45:25,469 - Train: 43.61% [545600/1251000] [436.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001811] [CE 4.452 (4.552)] [KD 4.944 (4.967)] 2024-10-13 22:45:31,251 - Train: 43.62% [545650/1251000] [436.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001811] [CE 4.585 (4.540)] [KD 4.957 (4.969)] 2024-10-13 22:45:36,911 - Train: 43.62% [545700/1251000] [436.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001811] [CE 4.587 (4.596)] [KD 5.092 (4.956)] 2024-10-13 22:45:42,553 - Train: 43.63% [545750/1251000] [436.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001810] [CE 4.459 (4.614)] [KD 4.897 (4.996)] 2024-10-13 22:45:48,726 - Train: 43.63% [545800/1251000] [436.3/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.001810] [CE 4.487 (4.562)] [KD 4.853 (4.974)] 2024-10-13 22:45:54,548 - Train: 43.63% [545850/1251000] [436.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.001810] [CE 4.770 (4.580)] [KD 4.837 (4.925)] 2024-10-13 22:46:00,489 - Train: 43.64% [545900/1251000] [436.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.001810] [CE 4.589 (4.610)] [KD 4.936 (4.961)] 2024-10-13 22:46:06,387 - Train: 43.64% [545950/1251000] [436.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001810] [CE 4.585 (4.680)] [KD 5.100 (5.016)] 2024-10-13 22:46:12,079 - Train: 43.65% [546000/1251000] [436.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001810] [CE 4.818 (4.607)] [KD 5.172 (5.092)] 2024-10-13 22:46:17,770 - Train: 43.65% [546050/1251000] [436.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001809] [CE 4.569 (4.539)] [KD 4.828 (4.944)] 2024-10-13 22:46:23,661 - Train: 43.65% [546100/1251000] [436.5/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001809] [CE 4.694 (4.575)] [KD 4.861 (4.953)] 2024-10-13 22:46:29,379 - Train: 43.66% [546150/1251000] [436.6/1000.0] [batch_t 0.116 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.001809] [CE 4.456 (4.545)] [KD 4.820 (4.935)] 2024-10-13 22:46:35,553 - Train: 43.66% [546200/1251000] [436.6/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.001809] [CE 4.126 (4.607)] [KD 4.936 (5.006)] 2024-10-13 22:46:41,425 - Train: 43.67% [546250/1251000] [436.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.113] [lr 0.001809] [CE 5.012 (4.618)] [KD 4.931 (5.034)] 2024-10-13 22:46:47,240 - Train: 43.67% [546300/1251000] [436.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001808] [CE 4.702 (4.536)] [KD 4.934 (4.932)] 2024-10-13 22:46:53,073 - Train: 43.67% [546350/1251000] [436.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001808] [CE 4.291 (4.581)] [KD 4.782 (4.968)] 2024-10-13 22:46:58,972 - Train: 43.68% [546400/1251000] [436.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001808] [CE 4.578 (4.608)] [KD 4.968 (4.939)] 2024-10-13 22:47:04,800 - Train: 43.68% [546450/1251000] [436.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.001808] [CE 5.181 (4.600)] [KD 5.276 (4.991)] 2024-10-13 22:47:10,658 - Train: 43.69% [546500/1251000] [436.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001808] [CE 4.574 (4.557)] [KD 4.812 (5.042)] 2024-10-13 22:47:16,386 - Train: 43.69% [546550/1251000] [436.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001808] [CE 4.466 (4.602)] [KD 4.779 (4.970)] 2024-10-13 22:47:22,129 - Train: 43.69% [546600/1251000] [436.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001807] [CE 4.615 (4.601)] [KD 4.823 (4.997)] 2024-10-13 22:47:28,387 - Train: 43.70% [546650/1251000] [437.0/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.001807] [CE 4.271 (4.604)] [KD 4.980 (5.018)] 2024-10-13 22:47:37,347 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 33090] [top5_cnt 43551] [top_all 50000] 2024-10-13 22:47:37,347 - net: 66.180 (87.102) 2024-10-13 22:47:42,192 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36482] [top5_cnt 45576] [top_all 50000] 2024-10-13 22:47:42,193 - net_E: 72.964 (91.152) 2024-10-13 22:47:42,328 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:47:42,329 - ==> Total time: 19:04:15 Eta: 1 day, 0:34:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:47:45,563 - Train: 43.70% [546700/1251000] [437.0/1000.0] [batch_t 0.112 (0.157)] [data_t 0.002] [optim_t 0.109] [lr 0.001807] [CE 4.453 (4.580)] [KD 4.637 (4.989)] 2024-10-13 22:47:51,514 - Train: 43.71% [546750/1251000] [437.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001807] [CE 4.893 (4.597)] [KD 5.297 (4.956)] 2024-10-13 22:47:57,161 - Train: 43.71% [546800/1251000] [437.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001807] [CE 4.473 (4.595)] [KD 4.836 (4.987)] 2024-10-13 22:48:02,970 - Train: 43.71% [546850/1251000] [437.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001806] [CE 4.581 (4.607)] [KD 5.012 (4.971)] 2024-10-13 22:48:08,625 - Train: 43.72% [546900/1251000] [437.2/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001806] [CE 4.565 (4.575)] [KD 5.107 (4.929)] 2024-10-13 22:48:14,400 - Train: 43.72% [546950/1251000] [437.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001806] [CE 4.843 (4.601)] [KD 4.959 (4.876)] 2024-10-13 22:48:20,026 - Train: 43.73% [547000/1251000] [437.3/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001806] [CE 4.611 (4.614)] [KD 5.029 (4.954)] 2024-10-13 22:48:26,061 - Train: 43.73% [547050/1251000] [437.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.001806] [CE 5.052 (4.629)] [KD 4.923 (4.931)] 2024-10-13 22:48:31,844 - Train: 43.73% [547100/1251000] [437.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001805] [CE 4.731 (4.576)] [KD 5.259 (5.058)] 2024-10-13 22:48:37,765 - Train: 43.74% [547150/1251000] [437.4/1000.0] [batch_t 0.121 (0.118)] [data_t 0.002] [optim_t 0.118] [lr 0.001805] [CE 4.503 (4.635)] [KD 4.975 (5.046)] 2024-10-13 22:48:43,432 - Train: 43.74% [547200/1251000] [437.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001805] [CE 3.754 (4.486)] [KD 4.592 (4.948)] 2024-10-13 22:48:49,401 - Train: 43.75% [547250/1251000] [437.5/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001805] [CE 4.550 (4.541)] [KD 4.948 (4.894)] 2024-10-13 22:48:55,195 - Train: 43.75% [547300/1251000] [437.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.001805] [CE 4.378 (4.566)] [KD 4.739 (4.930)] 2024-10-13 22:49:00,972 - Train: 43.75% [547350/1251000] [437.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001805] [CE 4.326 (4.558)] [KD 4.965 (4.925)] 2024-10-13 22:49:06,661 - Train: 43.76% [547400/1251000] [437.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001804] [CE 4.420 (4.595)] [KD 4.801 (4.848)] 2024-10-13 22:49:12,308 - Train: 43.76% [547450/1251000] [437.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001804] [CE 4.827 (4.578)] [KD 4.948 (4.893)] 2024-10-13 22:49:18,302 - Train: 43.76% [547500/1251000] [437.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001804] [CE 4.662 (4.604)] [KD 4.995 (4.972)] 2024-10-13 22:49:24,209 - Train: 43.77% [547550/1251000] [437.7/1000.0] [batch_t 0.111 (0.118)] [data_t 0.003] [optim_t 0.108] [lr 0.001804] [CE 4.512 (4.557)] [KD 4.926 (4.931)] 2024-10-13 22:49:30,000 - Train: 43.77% [547600/1251000] [437.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001804] [CE 4.485 (4.564)] [KD 4.783 (4.931)] 2024-10-13 22:49:35,722 - Train: 43.78% [547650/1251000] [437.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001803] [CE 5.115 (4.592)] [KD 5.068 (4.888)] 2024-10-13 22:49:41,551 - Train: 43.78% [547700/1251000] [437.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.108] [lr 0.001803] [CE 4.792 (4.638)] [KD 5.091 (5.045)] 2024-10-13 22:49:47,207 - Train: 43.78% [547750/1251000] [437.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001803] [CE 4.767 (4.615)] [KD 5.073 (5.058)] 2024-10-13 22:49:52,999 - Train: 43.79% [547800/1251000] [437.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001803] [CE 4.204 (4.587)] [KD 4.961 (5.009)] 2024-10-13 22:49:58,669 - Train: 43.79% [547850/1251000] [437.9/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001803] [CE 4.769 (4.596)] [KD 4.910 (5.035)] 2024-10-13 22:50:04,658 - Train: 43.80% [547900/1251000] [438.0/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001803] [CE 4.343 (4.651)] [KD 4.692 (5.018)] 2024-10-13 22:50:13,834 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32789] [top5_cnt 43380] [top_all 50000] 2024-10-13 22:50:13,834 - net: 65.578 (86.760) 2024-10-13 22:50:18,753 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36481] [top5_cnt 45555] [top_all 50000] 2024-10-13 22:50:18,753 - net_E: 72.962 (91.110) 2024-10-13 22:50:18,896 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:50:18,897 - ==> Total time: 19:06:51 Eta: 1 day, 0:31:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:50:22,009 - Train: 43.80% [547950/1251000] [438.0/1000.0] [batch_t 0.112 (0.158)] [data_t 0.003] [optim_t 0.109] [lr 0.001802] [CE 4.728 (4.575)] [KD 5.147 (5.012)] 2024-10-13 22:50:27,747 - Train: 43.80% [548000/1251000] [438.0/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001802] [CE 4.258 (4.589)] [KD 4.880 (4.976)] 2024-10-13 22:50:33,352 - Train: 43.81% [548050/1251000] [438.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001802] [CE 4.410 (4.643)] [KD 4.750 (4.980)] 2024-10-13 22:50:39,154 - Train: 43.81% [548100/1251000] [438.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.001802] [CE 4.669 (4.597)] [KD 4.987 (4.963)] 2024-10-13 22:50:44,973 - Train: 43.82% [548150/1251000] [438.2/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001802] [CE 4.968 (4.599)] [KD 5.300 (4.963)] 2024-10-13 22:50:50,786 - Train: 43.82% [548200/1251000] [438.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001801] [CE 4.723 (4.583)] [KD 4.927 (4.982)] 2024-10-13 22:50:56,652 - Train: 43.82% [548250/1251000] [438.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001801] [CE 4.990 (4.588)] [KD 5.061 (4.970)] 2024-10-13 22:51:02,482 - Train: 43.83% [548300/1251000] [438.3/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001801] [CE 4.469 (4.621)] [KD 5.048 (4.984)] 2024-10-13 22:51:08,433 - Train: 43.83% [548350/1251000] [438.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.001801] [CE 4.853 (4.614)] [KD 5.073 (4.998)] 2024-10-13 22:51:14,296 - Train: 43.84% [548400/1251000] [438.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001801] [CE 4.837 (4.594)] [KD 5.121 (5.037)] 2024-10-13 22:51:20,049 - Train: 43.84% [548450/1251000] [438.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001801] [CE 4.925 (4.572)] [KD 5.259 (4.969)] 2024-10-13 22:51:25,989 - Train: 43.84% [548500/1251000] [438.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.001800] [CE 4.143 (4.602)] [KD 4.861 (4.986)] 2024-10-13 22:51:31,871 - Train: 43.85% [548550/1251000] [438.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001800] [CE 4.255 (4.571)] [KD 4.807 (4.923)] 2024-10-13 22:51:37,614 - Train: 43.85% [548600/1251000] [438.5/1000.0] [batch_t 0.116 (0.115)] [data_t 0.003] [optim_t 0.113] [lr 0.001800] [CE 3.810 (4.617)] [KD 4.691 (5.008)] 2024-10-13 22:51:43,331 - Train: 43.86% [548650/1251000] [438.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001800] [CE 4.832 (4.652)] [KD 5.232 (5.010)] 2024-10-13 22:51:49,318 - Train: 43.86% [548700/1251000] [438.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.003] [optim_t 0.113] [lr 0.001800] [CE 4.616 (4.623)] [KD 4.851 (5.003)] 2024-10-13 22:51:55,349 - Train: 43.86% [548750/1251000] [438.6/1000.0] [batch_t 0.116 (0.121)] [data_t 0.003] [optim_t 0.113] [lr 0.001799] [CE 5.177 (4.556)] [KD 5.257 (4.990)] 2024-10-13 22:52:01,193 - Train: 43.87% [548800/1251000] [438.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001799] [CE 4.250 (4.602)] [KD 4.980 (5.069)] 2024-10-13 22:52:06,944 - Train: 43.87% [548850/1251000] [438.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001799] [CE 4.824 (4.632)] [KD 5.081 (5.073)] 2024-10-13 22:52:12,699 - Train: 43.88% [548900/1251000] [438.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001799] [CE 4.255 (4.553)] [KD 4.744 (5.013)] 2024-10-13 22:52:18,546 - Train: 43.88% [548950/1251000] [438.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001799] [CE 4.165 (4.572)] [KD 4.598 (4.960)] 2024-10-13 22:52:24,414 - Train: 43.88% [549000/1251000] [438.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001799] [CE 4.364 (4.526)] [KD 4.844 (4.921)] 2024-10-13 22:52:30,133 - Train: 43.89% [549050/1251000] [438.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001798] [CE 4.297 (4.642)] [KD 4.677 (5.038)] 2024-10-13 22:52:35,973 - Train: 43.89% [549100/1251000] [438.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001798] [CE 4.391 (4.577)] [KD 4.767 (4.969)] 2024-10-13 22:52:41,918 - Train: 43.90% [549150/1251000] [439.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001798] [CE 5.189 (4.642)] [KD 5.363 (4.979)] 2024-10-13 22:52:51,357 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33542] [top5_cnt 43878] [top_all 50000] 2024-10-13 22:52:51,357 - net: 67.084 (87.756) 2024-10-13 22:52:56,223 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36469] [top5_cnt 45563] [top_all 50000] 2024-10-13 22:52:56,224 - net_E: 72.938 (91.126) 2024-10-13 22:52:56,344 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:52:56,345 - ==> Total time: 19:09:29 Eta: 1 day, 0:28:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:52:59,306 - Train: 43.90% [549200/1251000] [439.0/1000.0] [batch_t 0.111 (0.135)] [data_t 0.002] [optim_t 0.109] [lr 0.001798] [CE 4.905 (4.621)] [KD 5.358 (4.911)] 2024-10-13 22:53:04,956 - Train: 43.90% [549250/1251000] [439.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001798] [CE 4.844 (4.559)] [KD 5.018 (4.900)] 2024-10-13 22:53:10,771 - Train: 43.91% [549300/1251000] [439.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001797] [CE 4.769 (4.666)] [KD 5.107 (4.936)] 2024-10-13 22:53:16,576 - Train: 43.91% [549350/1251000] [439.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001797] [CE 5.117 (4.574)] [KD 4.818 (4.851)] 2024-10-13 22:53:22,272 - Train: 43.92% [549400/1251000] [439.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001797] [CE 4.628 (4.553)] [KD 4.745 (4.941)] 2024-10-13 22:53:27,951 - Train: 43.92% [549450/1251000] [439.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001797] [CE 4.681 (4.626)] [KD 5.035 (4.965)] 2024-10-13 22:53:33,664 - Train: 43.92% [549500/1251000] [439.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001797] [CE 4.686 (4.617)] [KD 5.048 (4.944)] 2024-10-13 22:53:39,797 - Train: 43.93% [549550/1251000] [439.3/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.001797] [CE 4.897 (4.557)] [KD 4.969 (4.921)] 2024-10-13 22:53:45,889 - Train: 43.93% [549600/1251000] [439.3/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.001796] [CE 4.152 (4.609)] [KD 4.785 (4.995)] 2024-10-13 22:53:51,726 - Train: 43.94% [549650/1251000] [439.4/1000.0] [batch_t 0.110 (0.117)] [data_t 0.003] [optim_t 0.107] [lr 0.001796] [CE 4.821 (4.578)] [KD 4.998 (4.951)] 2024-10-13 22:53:57,438 - Train: 43.94% [549700/1251000] [439.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001796] [CE 4.786 (4.655)] [KD 5.375 (5.007)] 2024-10-13 22:54:03,293 - Train: 43.94% [549750/1251000] [439.4/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.115] [lr 0.001796] [CE 4.446 (4.610)] [KD 4.996 (4.998)] 2024-10-13 22:54:09,097 - Train: 43.95% [549800/1251000] [439.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.001796] [CE 4.763 (4.516)] [KD 5.008 (4.875)] 2024-10-13 22:54:14,977 - Train: 43.95% [549850/1251000] [439.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001795] [CE 5.008 (4.680)] [KD 5.152 (5.000)] 2024-10-13 22:54:20,852 - Train: 43.96% [549900/1251000] [439.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001795] [CE 4.864 (4.672)] [KD 5.435 (4.960)] 2024-10-13 22:54:26,821 - Train: 43.96% [549950/1251000] [439.6/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001795] [CE 4.100 (4.606)] [KD 4.886 (4.991)] 2024-10-13 22:54:32,731 - Train: 43.96% [550000/1251000] [439.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.001795] [CE 4.903 (4.701)] [KD 5.151 (5.012)] 2024-10-13 22:54:38,900 - Train: 43.97% [550050/1251000] [439.7/1000.0] [batch_t 0.121 (0.123)] [data_t 0.002] [optim_t 0.118] [lr 0.001795] [CE 4.393 (4.570)] [KD 4.963 (4.956)] 2024-10-13 22:54:44,687 - Train: 43.97% [550100/1251000] [439.7/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001795] [CE 4.709 (4.541)] [KD 4.954 (4.975)] 2024-10-13 22:54:50,679 - Train: 43.98% [550150/1251000] [439.8/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001794] [CE 4.207 (4.598)] [KD 4.774 (4.940)] 2024-10-13 22:54:56,571 - Train: 43.98% [550200/1251000] [439.8/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001794] [CE 4.414 (4.568)] [KD 4.917 (4.874)] 2024-10-13 22:55:02,360 - Train: 43.98% [550250/1251000] [439.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001794] [CE 4.558 (4.594)] [KD 4.837 (4.880)] 2024-10-13 22:55:08,128 - Train: 43.99% [550300/1251000] [439.9/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001794] [CE 4.419 (4.511)] [KD 4.834 (4.900)] 2024-10-13 22:55:14,061 - Train: 43.99% [550350/1251000] [439.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001794] [CE 4.673 (4.595)] [KD 4.522 (4.963)] 2024-10-13 22:55:20,164 - Train: 44.00% [550400/1251000] [440.0/1000.0] [batch_t 0.113 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.001793] [CE 4.646 (4.587)] [KD 5.043 (4.961)] 2024-10-13 22:55:29,601 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 33658] [top5_cnt 43845] [top_all 50000] 2024-10-13 22:55:29,602 - net: 67.316 (87.690) 2024-10-13 22:55:34,430 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36449] [top5_cnt 45584] [top_all 50000] 2024-10-13 22:55:34,430 - net_E: 72.898 (91.168) 2024-10-13 22:55:34,530 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:55:34,530 - ==> Total time: 19:12:07 Eta: 1 day, 0:26:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:55:37,295 - Train: 44.00% [550450/1251000] [440.0/1000.0] [batch_t 0.118 (0.140)] [data_t 0.003] [optim_t 0.116] [lr 0.001793] [CE 4.356 (4.609)] [KD 4.884 (4.998)] 2024-10-13 22:55:43,243 - Train: 44.00% [550500/1251000] [440.0/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001793] [CE 4.378 (4.553)] [KD 4.927 (4.931)] 2024-10-13 22:55:49,003 - Train: 44.01% [550550/1251000] [440.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001793] [CE 4.636 (4.518)] [KD 5.193 (4.943)] 2024-10-13 22:55:54,861 - Train: 44.01% [550600/1251000] [440.1/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001793] [CE 3.932 (4.482)] [KD 4.864 (4.883)] 2024-10-13 22:56:00,574 - Train: 44.02% [550650/1251000] [440.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001792] [CE 4.774 (4.609)] [KD 4.920 (4.959)] 2024-10-13 22:56:06,418 - Train: 44.02% [550700/1251000] [440.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001792] [CE 4.831 (4.525)] [KD 5.172 (4.927)] 2024-10-13 22:56:12,283 - Train: 44.02% [550750/1251000] [440.2/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001792] [CE 4.446 (4.561)] [KD 4.697 (4.886)] 2024-10-13 22:56:18,126 - Train: 44.03% [550800/1251000] [440.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001792] [CE 4.385 (4.543)] [KD 4.708 (4.932)] 2024-10-13 22:56:24,085 - Train: 44.03% [550850/1251000] [440.3/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001792] [CE 4.903 (4.634)] [KD 5.168 (5.006)] 2024-10-13 22:56:29,891 - Train: 44.04% [550900/1251000] [440.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001792] [CE 4.664 (4.536)] [KD 4.759 (4.924)] 2024-10-13 22:56:35,728 - Train: 44.04% [550950/1251000] [440.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001791] [CE 3.744 (4.579)] [KD 4.511 (4.935)] 2024-10-13 22:56:41,514 - Train: 44.04% [551000/1251000] [440.4/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001791] [CE 4.800 (4.614)] [KD 4.775 (4.968)] 2024-10-13 22:56:47,321 - Train: 44.05% [551050/1251000] [440.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001791] [CE 4.500 (4.605)] [KD 4.944 (5.017)] 2024-10-13 22:56:53,053 - Train: 44.05% [551100/1251000] [440.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001791] [CE 5.055 (4.654)] [KD 5.489 (5.048)] 2024-10-13 22:56:58,877 - Train: 44.06% [551150/1251000] [440.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001791] [CE 4.961 (4.598)] [KD 5.138 (4.986)] 2024-10-13 22:57:04,571 - Train: 44.06% [551200/1251000] [440.6/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001790] [CE 4.558 (4.587)] [KD 4.925 (4.877)] 2024-10-13 22:57:10,566 - Train: 44.06% [551250/1251000] [440.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001790] [CE 4.327 (4.639)] [KD 4.857 (5.015)] 2024-10-13 22:57:16,606 - Train: 44.07% [551300/1251000] [440.7/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001790] [CE 4.685 (4.596)] [KD 5.008 (4.947)] 2024-10-13 22:57:22,468 - Train: 44.07% [551350/1251000] [440.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001790] [CE 4.608 (4.660)] [KD 5.076 (4.997)] 2024-10-13 22:57:28,174 - Train: 44.08% [551400/1251000] [440.8/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001790] [CE 4.334 (4.561)] [KD 4.517 (4.990)] 2024-10-13 22:57:33,974 - Train: 44.08% [551450/1251000] [440.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001790] [CE 4.791 (4.617)] [KD 4.981 (4.966)] 2024-10-13 22:57:39,668 - Train: 44.08% [551500/1251000] [440.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001789] [CE 3.871 (4.610)] [KD 4.650 (5.026)] 2024-10-13 22:57:45,496 - Train: 44.09% [551550/1251000] [440.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001789] [CE 4.799 (4.621)] [KD 4.730 (4.970)] 2024-10-13 22:57:51,301 - Train: 44.09% [551600/1251000] [440.9/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001789] [CE 4.668 (4.635)] [KD 4.936 (4.963)] 2024-10-13 22:57:57,179 - Train: 44.10% [551650/1251000] [441.0/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001789] [CE 4.533 (4.632)] [KD 5.306 (4.984)] 2024-10-13 22:58:06,819 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33683] [top5_cnt 43974] [top_all 50000] 2024-10-13 22:58:06,819 - net: 67.366 (87.948) 2024-10-13 22:58:11,779 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36455] [top5_cnt 45571] [top_all 50000] 2024-10-13 22:58:11,780 - net_E: 72.910 (91.142) 2024-10-13 22:58:11,904 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 22:58:11,904 - ==> Total time: 19:14:44 Eta: 1 day, 0:23:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 22:58:14,674 - Train: 44.10% [551700/1251000] [441.0/1000.0] [batch_t 0.115 (0.180)] [data_t 0.002] [optim_t 0.113] [lr 0.001789] [CE 4.542 (4.571)] [KD 5.026 (4.884)] 2024-10-13 22:58:20,466 - Train: 44.10% [551750/1251000] [441.0/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001788] [CE 4.946 (4.560)] [KD 5.192 (4.912)] 2024-10-13 22:58:26,235 - Train: 44.11% [551800/1251000] [441.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001788] [CE 4.554 (4.679)] [KD 5.128 (4.985)] 2024-10-13 22:58:31,980 - Train: 44.11% [551850/1251000] [441.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001788] [CE 3.946 (4.569)] [KD 4.751 (4.949)] 2024-10-13 22:58:37,618 - Train: 44.12% [551900/1251000] [441.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001788] [CE 4.504 (4.492)] [KD 4.951 (4.851)] 2024-10-13 22:58:43,252 - Train: 44.12% [551950/1251000] [441.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001788] [CE 4.654 (4.469)] [KD 4.969 (4.835)] 2024-10-13 22:58:49,141 - Train: 44.12% [552000/1251000] [441.2/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001788] [CE 4.858 (4.608)] [KD 5.016 (4.888)] 2024-10-13 22:58:55,037 - Train: 44.13% [552050/1251000] [441.3/1000.0] [batch_t 0.112 (0.118)] [data_t 0.003] [optim_t 0.110] [lr 0.001787] [CE 5.018 (4.606)] [KD 5.002 (4.922)] 2024-10-13 22:59:00,926 - Train: 44.13% [552100/1251000] [441.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001787] [CE 4.190 (4.602)] [KD 4.563 (4.954)] 2024-10-13 22:59:06,840 - Train: 44.14% [552150/1251000] [441.4/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001787] [CE 4.619 (4.634)] [KD 5.092 (5.014)] 2024-10-13 22:59:12,514 - Train: 44.14% [552200/1251000] [441.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001787] [CE 3.913 (4.628)] [KD 4.558 (4.985)] 2024-10-13 22:59:18,150 - Train: 44.14% [552250/1251000] [441.4/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001787] [CE 4.737 (4.640)] [KD 4.917 (4.954)] 2024-10-13 22:59:23,897 - Train: 44.15% [552300/1251000] [441.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001786] [CE 4.427 (4.563)] [KD 4.644 (4.907)] 2024-10-13 22:59:29,660 - Train: 44.15% [552350/1251000] [441.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001786] [CE 5.242 (4.695)] [KD 4.973 (5.021)] 2024-10-13 22:59:35,538 - Train: 44.16% [552400/1251000] [441.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001786] [CE 4.184 (4.533)] [KD 4.466 (4.924)] 2024-10-13 22:59:41,416 - Train: 44.16% [552450/1251000] [441.6/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001786] [CE 4.826 (4.621)] [KD 5.178 (4.953)] 2024-10-13 22:59:47,093 - Train: 44.16% [552500/1251000] [441.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001786] [CE 4.799 (4.528)] [KD 4.974 (4.893)] 2024-10-13 22:59:53,103 - Train: 44.17% [552550/1251000] [441.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001786] [CE 4.637 (4.571)] [KD 4.589 (4.924)] 2024-10-13 22:59:58,845 - Train: 44.17% [552600/1251000] [441.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001785] [CE 5.183 (4.661)] [KD 5.343 (5.031)] 2024-10-13 23:00:04,596 - Train: 44.18% [552650/1251000] [441.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001785] [CE 4.198 (4.558)] [KD 4.815 (4.938)] 2024-10-13 23:00:10,345 - Train: 44.18% [552700/1251000] [441.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001785] [CE 4.995 (4.634)] [KD 4.956 (4.983)] 2024-10-13 23:00:16,091 - Train: 44.18% [552750/1251000] [441.8/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001785] [CE 5.093 (4.584)] [KD 5.082 (5.010)] 2024-10-13 23:00:21,755 - Train: 44.19% [552800/1251000] [441.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001785] [CE 4.609 (4.590)] [KD 4.987 (5.087)] 2024-10-13 23:00:27,646 - Train: 44.19% [552850/1251000] [441.9/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001784] [CE 4.338 (4.567)] [KD 5.215 (5.020)] 2024-10-13 23:00:33,386 - Train: 44.20% [552900/1251000] [442.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001784] [CE 4.551 (4.576)] [KD 4.824 (5.007)] 2024-10-13 23:00:43,132 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 31901] [top5_cnt 42680] [top_all 50000] 2024-10-13 23:00:43,133 - net: 63.802 (85.360) 2024-10-13 23:00:48,005 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36484] [top5_cnt 45571] [top_all 50000] 2024-10-13 23:00:48,005 - net_E: 72.968 (91.142) 2024-10-13 23:00:48,128 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:00:48,129 - ==> Total time: 19:17:20 Eta: 1 day, 0:21:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:00:50,735 - Train: 44.20% [552950/1251000] [442.0/1000.0] [batch_t 0.112 (0.147)] [data_t 0.002] [optim_t 0.109] [lr 0.001784] [CE 4.688 (4.798)] [KD 4.971 (5.072)] 2024-10-13 23:00:56,559 - Train: 44.20% [553000/1251000] [442.0/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001784] [CE 4.658 (4.577)] [KD 4.760 (4.931)] 2024-10-13 23:01:02,284 - Train: 44.21% [553050/1251000] [442.1/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001784] [CE 4.905 (4.569)] [KD 4.775 (4.960)] 2024-10-13 23:01:07,880 - Train: 44.21% [553100/1251000] [442.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001784] [CE 4.753 (4.612)] [KD 4.773 (4.888)] 2024-10-13 23:01:13,543 - Train: 44.22% [553150/1251000] [442.2/1000.0] [batch_t 0.120 (0.113)] [data_t 0.002] [optim_t 0.117] [lr 0.001783] [CE 4.475 (4.541)] [KD 4.986 (4.913)] 2024-10-13 23:01:19,432 - Train: 44.22% [553200/1251000] [442.2/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.115] [lr 0.001783] [CE 4.739 (4.624)] [KD 5.234 (4.979)] 2024-10-13 23:01:25,503 - Train: 44.22% [553250/1251000] [442.2/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.001783] [CE 4.143 (4.626)] [KD 4.714 (4.892)] 2024-10-13 23:01:31,397 - Train: 44.23% [553300/1251000] [442.3/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001783] [CE 4.489 (4.594)] [KD 4.827 (4.931)] 2024-10-13 23:01:37,333 - Train: 44.23% [553350/1251000] [442.3/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001783] [CE 4.558 (4.537)] [KD 5.032 (4.888)] 2024-10-13 23:01:43,239 - Train: 44.24% [553400/1251000] [442.4/1000.0] [batch_t 0.119 (0.118)] [data_t 0.002] [optim_t 0.117] [lr 0.001782] [CE 4.690 (4.623)] [KD 5.042 (4.990)] 2024-10-13 23:01:49,149 - Train: 44.24% [553450/1251000] [442.4/1000.0] [batch_t 0.118 (0.118)] [data_t 0.002] [optim_t 0.116] [lr 0.001782] [CE 4.835 (4.614)] [KD 5.050 (4.981)] 2024-10-13 23:01:55,223 - Train: 44.24% [553500/1251000] [442.4/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001782] [CE 4.579 (4.594)] [KD 5.013 (4.927)] 2024-10-13 23:02:01,085 - Train: 44.25% [553550/1251000] [442.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001782] [CE 4.307 (4.582)] [KD 4.891 (4.985)] 2024-10-13 23:02:06,891 - Train: 44.25% [553600/1251000] [442.5/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.001782] [CE 4.585 (4.579)] [KD 4.805 (4.990)] 2024-10-13 23:02:12,645 - Train: 44.26% [553650/1251000] [442.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001781] [CE 4.520 (4.608)] [KD 5.008 (5.004)] 2024-10-13 23:02:18,625 - Train: 44.26% [553700/1251000] [442.6/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001781] [CE 4.420 (4.575)] [KD 4.946 (4.885)] 2024-10-13 23:02:24,367 - Train: 44.26% [553750/1251000] [442.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001781] [CE 4.433 (4.535)] [KD 4.881 (4.954)] 2024-10-13 23:02:30,465 - Train: 44.27% [553800/1251000] [442.7/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.001781] [CE 4.720 (4.576)] [KD 4.894 (4.936)] 2024-10-13 23:02:36,446 - Train: 44.27% [553850/1251000] [442.7/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001781] [CE 4.492 (4.611)] [KD 5.229 (4.908)] 2024-10-13 23:02:42,413 - Train: 44.28% [553900/1251000] [442.8/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001781] [CE 4.988 (4.654)] [KD 5.127 (4.982)] 2024-10-13 23:02:48,163 - Train: 44.28% [553950/1251000] [442.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001780] [CE 4.333 (4.550)] [KD 5.002 (4.921)] 2024-10-13 23:02:53,976 - Train: 44.28% [554000/1251000] [442.8/1000.0] [batch_t 0.119 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.001780] [CE 4.514 (4.532)] [KD 5.077 (4.934)] 2024-10-13 23:02:59,787 - Train: 44.29% [554050/1251000] [442.9/1000.0] [batch_t 0.118 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.001780] [CE 4.550 (4.601)] [KD 5.072 (4.977)] 2024-10-13 23:03:05,916 - Train: 44.29% [554100/1251000] [442.9/1000.0] [batch_t 0.233 (0.122)] [data_t 0.002] [optim_t 0.231] [lr 0.001780] [CE 4.403 (4.546)] [KD 5.223 (4.971)] 2024-10-13 23:03:11,650 - Train: 44.30% [554150/1251000] [443.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001780] [CE 4.339 (4.570)] [KD 4.936 (4.974)] 2024-10-13 23:03:21,358 - Test (net): 100.00% [50/50] [batch_t 0.034 (0.093)] [top1_cnt 33141] [top5_cnt 43716] [top_all 50000] 2024-10-13 23:03:21,359 - net: 66.282 (87.432) 2024-10-13 23:03:26,259 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36517] [top5_cnt 45541] [top_all 50000] 2024-10-13 23:03:26,259 - net_E: 73.034 (91.082) 2024-10-13 23:03:26,372 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:03:26,372 - ==> Total time: 19:19:59 Eta: 1 day, 0:18:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:03:29,144 - Train: 44.30% [554200/1251000] [443.0/1000.0] [batch_t 0.111 (0.180)] [data_t 0.002] [optim_t 0.109] [lr 0.001779] [CE 4.644 (4.724)] [KD 5.040 (5.000)] 2024-10-13 23:03:35,068 - Train: 44.30% [554250/1251000] [443.0/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001779] [CE 4.989 (4.636)] [KD 5.315 (4.959)] 2024-10-13 23:03:40,875 - Train: 44.31% [554300/1251000] [443.1/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001779] [CE 4.890 (4.619)] [KD 4.959 (4.973)] 2024-10-13 23:03:46,658 - Train: 44.31% [554350/1251000] [443.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001779] [CE 4.978 (4.592)] [KD 5.020 (4.953)] 2024-10-13 23:03:52,305 - Train: 44.32% [554400/1251000] [443.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001779] [CE 4.990 (4.566)] [KD 5.296 (4.958)] 2024-10-13 23:03:58,056 - Train: 44.32% [554450/1251000] [443.2/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001779] [CE 4.237 (4.569)] [KD 4.619 (4.892)] 2024-10-13 23:04:04,052 - Train: 44.32% [554500/1251000] [443.2/1000.0] [batch_t 0.110 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.001778] [CE 4.921 (4.528)] [KD 5.070 (4.884)] 2024-10-13 23:04:09,659 - Train: 44.33% [554550/1251000] [443.3/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001778] [CE 4.716 (4.594)] [KD 4.832 (4.917)] 2024-10-13 23:04:15,387 - Train: 44.33% [554600/1251000] [443.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001778] [CE 4.374 (4.626)] [KD 4.686 (4.906)] 2024-10-13 23:04:21,167 - Train: 44.34% [554650/1251000] [443.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001778] [CE 4.539 (4.619)] [KD 4.898 (4.985)] 2024-10-13 23:04:27,120 - Train: 44.34% [554700/1251000] [443.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001778] [CE 4.234 (4.604)] [KD 4.836 (4.963)] 2024-10-13 23:04:32,767 - Train: 44.34% [554750/1251000] [443.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001777] [CE 4.734 (4.608)] [KD 4.987 (4.925)] 2024-10-13 23:04:38,594 - Train: 44.35% [554800/1251000] [443.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001777] [CE 4.578 (4.587)] [KD 4.887 (4.919)] 2024-10-13 23:04:44,350 - Train: 44.35% [554850/1251000] [443.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001777] [CE 4.796 (4.588)] [KD 5.198 (5.008)] 2024-10-13 23:04:49,982 - Train: 44.36% [554900/1251000] [443.6/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001777] [CE 4.350 (4.631)] [KD 5.195 (5.041)] 2024-10-13 23:04:55,908 - Train: 44.36% [554950/1251000] [443.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001777] [CE 4.623 (4.505)] [KD 5.158 (4.937)] 2024-10-13 23:05:01,664 - Train: 44.36% [555000/1251000] [443.6/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.001777] [CE 4.592 (4.574)] [KD 4.946 (4.945)] 2024-10-13 23:05:07,535 - Train: 44.37% [555050/1251000] [443.7/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.107] [lr 0.001776] [CE 4.904 (4.584)] [KD 5.101 (4.986)] 2024-10-13 23:05:13,428 - Train: 44.37% [555100/1251000] [443.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001776] [CE 4.967 (4.616)] [KD 5.154 (4.965)] 2024-10-13 23:05:19,212 - Train: 44.38% [555150/1251000] [443.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001776] [CE 4.466 (4.607)] [KD 4.750 (5.010)] 2024-10-13 23:05:24,964 - Train: 44.38% [555200/1251000] [443.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001776] [CE 4.160 (4.610)] [KD 4.707 (4.981)] 2024-10-13 23:05:30,593 - Train: 44.38% [555250/1251000] [443.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001776] [CE 4.218 (4.527)] [KD 4.993 (4.952)] 2024-10-13 23:05:36,300 - Train: 44.39% [555300/1251000] [443.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001775] [CE 4.803 (4.638)] [KD 4.985 (4.988)] 2024-10-13 23:05:42,267 - Train: 44.39% [555350/1251000] [443.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001775] [CE 4.346 (4.571)] [KD 4.901 (4.994)] 2024-10-13 23:05:47,883 - Train: 44.40% [555400/1251000] [444.0/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001775] [CE 4.336 (4.607)] [KD 4.696 (4.921)] 2024-10-13 23:05:57,820 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33223] [top5_cnt 43622] [top_all 50000] 2024-10-13 23:05:57,820 - net: 66.446 (87.244) 2024-10-13 23:06:02,879 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 36495] [top5_cnt 45560] [top_all 50000] 2024-10-13 23:06:02,880 - net_E: 72.990 (91.120) 2024-10-13 23:06:02,996 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:06:02,997 - ==> Total time: 19:22:35 Eta: 1 day, 0:15:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:06:08,276 - Train: 44.40% [555450/1251000] [444.0/1000.0] [batch_t 0.115 (0.156)] [data_t 0.002] [optim_t 0.113] [lr 0.001775] [CE 4.421 (4.593)] [KD 4.714 (4.917)] 2024-10-13 23:06:14,351 - Train: 44.40% [555500/1251000] [444.0/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001775] [CE 4.871 (4.605)] [KD 4.965 (4.916)] 2024-10-13 23:06:20,028 - Train: 44.41% [555550/1251000] [444.1/1000.0] [batch_t 0.120 (0.113)] [data_t 0.002] [optim_t 0.118] [lr 0.001775] [CE 4.542 (4.548)] [KD 4.780 (4.885)] 2024-10-13 23:06:25,789 - Train: 44.41% [555600/1251000] [444.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001774] [CE 4.811 (4.609)] [KD 5.021 (5.014)] 2024-10-13 23:06:31,584 - Train: 44.42% [555650/1251000] [444.2/1000.0] [batch_t 0.250 (0.116)] [data_t 0.002] [optim_t 0.247] [lr 0.001774] [CE 4.487 (4.609)] [KD 4.955 (5.011)] 2024-10-13 23:06:37,455 - Train: 44.42% [555700/1251000] [444.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001774] [CE 4.806 (4.687)] [KD 4.931 (4.989)] 2024-10-13 23:06:43,079 - Train: 44.42% [555750/1251000] [444.2/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001774] [CE 4.764 (4.631)] [KD 4.575 (4.959)] 2024-10-13 23:06:48,916 - Train: 44.43% [555800/1251000] [444.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001774] [CE 4.254 (4.566)] [KD 4.937 (4.929)] 2024-10-13 23:06:54,699 - Train: 44.43% [555850/1251000] [444.3/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.001773] [CE 4.974 (4.556)] [KD 4.942 (4.919)] 2024-10-13 23:07:00,319 - Train: 44.44% [555900/1251000] [444.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001773] [CE 4.721 (4.513)] [KD 5.091 (4.851)] 2024-10-13 23:07:06,203 - Train: 44.44% [555950/1251000] [444.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001773] [CE 4.409 (4.611)] [KD 4.794 (4.905)] 2024-10-13 23:07:11,838 - Train: 44.44% [556000/1251000] [444.4/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001773] [CE 4.757 (4.599)] [KD 5.170 (4.956)] 2024-10-13 23:07:17,562 - Train: 44.45% [556050/1251000] [444.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001773] [CE 4.717 (4.578)] [KD 5.270 (4.947)] 2024-10-13 23:07:23,532 - Train: 44.45% [556100/1251000] [444.5/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.001773] [CE 4.364 (4.498)] [KD 4.951 (4.886)] 2024-10-13 23:07:29,275 - Train: 44.46% [556150/1251000] [444.6/1000.0] [batch_t 0.111 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001772] [CE 5.047 (4.564)] [KD 5.034 (4.860)] 2024-10-13 23:07:34,906 - Train: 44.46% [556200/1251000] [444.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001772] [CE 4.421 (4.585)] [KD 4.809 (4.966)] 2024-10-13 23:07:40,789 - Train: 44.46% [556250/1251000] [444.6/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001772] [CE 4.604 (4.529)] [KD 4.634 (4.922)] 2024-10-13 23:07:46,447 - Train: 44.47% [556300/1251000] [444.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001772] [CE 4.454 (4.554)] [KD 4.932 (4.934)] 2024-10-13 23:07:52,308 - Train: 44.47% [556350/1251000] [444.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001772] [CE 4.404 (4.618)] [KD 4.951 (4.967)] 2024-10-13 23:07:58,080 - Train: 44.48% [556400/1251000] [444.8/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001771] [CE 5.098 (4.656)] [KD 5.436 (5.048)] 2024-10-13 23:08:03,802 - Train: 44.48% [556450/1251000] [444.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001771] [CE 4.549 (4.573)] [KD 4.803 (4.926)] 2024-10-13 23:08:09,491 - Train: 44.48% [556500/1251000] [444.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001771] [CE 4.885 (4.571)] [KD 5.018 (4.903)] 2024-10-13 23:08:15,302 - Train: 44.49% [556550/1251000] [444.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001771] [CE 4.022 (4.633)] [KD 4.694 (5.022)] 2024-10-13 23:08:20,906 - Train: 44.49% [556600/1251000] [444.9/1000.0] [batch_t 0.112 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001771] [CE 4.537 (4.575)] [KD 4.971 (4.891)] 2024-10-13 23:08:26,741 - Train: 44.50% [556650/1251000] [445.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001770] [CE 5.201 (4.613)] [KD 5.080 (4.953)] 2024-10-13 23:08:36,739 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33271] [top5_cnt 43749] [top_all 50000] 2024-10-13 23:08:36,739 - net: 66.542 (87.498) 2024-10-13 23:08:41,666 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36486] [top5_cnt 45599] [top_all 50000] 2024-10-13 23:08:41,667 - net_E: 72.972 (91.198) 2024-10-13 23:08:41,795 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:08:41,795 - ==> Total time: 19:25:14 Eta: 1 day, 0:13:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:08:43,821 - Train: 44.50% [556700/1251000] [445.0/1000.0] [batch_t 0.114 (0.184)] [data_t 0.002] [optim_t 0.111] [lr 0.001770] [CE 5.211 (4.625)] [KD 5.220 (4.851)] 2024-10-13 23:08:49,501 - Train: 44.50% [556750/1251000] [445.0/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001770] [CE 4.751 (4.628)] [KD 5.000 (4.912)] 2024-10-13 23:08:55,307 - Train: 44.51% [556800/1251000] [445.1/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001770] [CE 4.309 (4.504)] [KD 4.606 (4.826)] 2024-10-13 23:09:01,090 - Train: 44.51% [556850/1251000] [445.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001770] [CE 4.457 (4.543)] [KD 5.362 (4.941)] 2024-10-13 23:09:07,264 - Train: 44.52% [556900/1251000] [445.2/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.111] [lr 0.001770] [CE 4.776 (4.614)] [KD 5.100 (4.925)] 2024-10-13 23:09:12,944 - Train: 44.52% [556950/1251000] [445.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001769] [CE 4.295 (4.628)] [KD 5.040 (4.961)] 2024-10-13 23:09:18,636 - Train: 44.52% [557000/1251000] [445.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.003] [optim_t 0.115] [lr 0.001769] [CE 4.625 (4.604)] [KD 4.787 (4.962)] 2024-10-13 23:09:24,479 - Train: 44.53% [557050/1251000] [445.3/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001769] [CE 4.663 (4.543)] [KD 4.696 (4.931)] 2024-10-13 23:09:30,421 - Train: 44.53% [557100/1251000] [445.3/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001769] [CE 4.917 (4.533)] [KD 5.012 (4.912)] 2024-10-13 23:09:36,067 - Train: 44.54% [557150/1251000] [445.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001769] [CE 4.366 (4.663)] [KD 4.977 (4.943)] 2024-10-13 23:09:41,914 - Train: 44.54% [557200/1251000] [445.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001768] [CE 4.405 (4.613)] [KD 4.732 (4.950)] 2024-10-13 23:09:47,692 - Train: 44.54% [557250/1251000] [445.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001768] [CE 4.401 (4.618)] [KD 4.930 (4.929)] 2024-10-13 23:09:53,447 - Train: 44.55% [557300/1251000] [445.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001768] [CE 4.474 (4.572)] [KD 4.629 (4.958)] 2024-10-13 23:09:59,228 - Train: 44.55% [557350/1251000] [445.5/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001768] [CE 4.561 (4.529)] [KD 4.785 (4.878)] 2024-10-13 23:10:04,980 - Train: 44.56% [557400/1251000] [445.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001768] [CE 4.975 (4.605)] [KD 5.003 (4.840)] 2024-10-13 23:10:10,872 - Train: 44.56% [557450/1251000] [445.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001768] [CE 4.539 (4.683)] [KD 4.934 (4.989)] 2024-10-13 23:10:16,666 - Train: 44.56% [557500/1251000] [445.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.112] [lr 0.001767] [CE 4.261 (4.588)] [KD 4.580 (4.989)] 2024-10-13 23:10:22,490 - Train: 44.57% [557550/1251000] [445.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001767] [CE 4.682 (4.581)] [KD 5.007 (4.871)] 2024-10-13 23:10:28,165 - Train: 44.57% [557600/1251000] [445.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001767] [CE 4.595 (4.520)] [KD 4.839 (4.912)] 2024-10-13 23:10:33,965 - Train: 44.58% [557650/1251000] [445.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001767] [CE 4.506 (4.624)] [KD 4.970 (4.959)] 2024-10-13 23:10:39,717 - Train: 44.58% [557700/1251000] [445.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001767] [CE 4.913 (4.667)] [KD 5.146 (5.067)] 2024-10-13 23:10:45,621 - Train: 44.58% [557750/1251000] [445.8/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001766] [CE 4.843 (4.598)] [KD 5.234 (4.982)] 2024-10-13 23:10:51,380 - Train: 44.59% [557800/1251000] [445.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001766] [CE 4.647 (4.569)] [KD 4.925 (4.948)] 2024-10-13 23:10:57,129 - Train: 44.59% [557850/1251000] [445.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001766] [CE 4.523 (4.570)] [KD 4.822 (4.901)] 2024-10-13 23:11:02,922 - Train: 44.60% [557900/1251000] [446.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001766] [CE 4.564 (4.634)] [KD 4.848 (5.046)] 2024-10-13 23:11:13,116 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 33502] [top5_cnt 43857] [top_all 50000] 2024-10-13 23:11:13,117 - net: 67.004 (87.714) 2024-10-13 23:11:18,108 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 36510] [top5_cnt 45595] [top_all 50000] 2024-10-13 23:11:18,109 - net_E: 73.020 (91.190) 2024-10-13 23:11:18,222 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:11:18,222 - ==> Total time: 19:27:50 Eta: 1 day, 0:10:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:11:20,345 - Train: 44.60% [557950/1251000] [446.0/1000.0] [batch_t 0.110 (0.245)] [data_t 0.002] [optim_t 0.108] [lr 0.001766] [CE 4.661 (4.457)] [KD 4.871 (4.799)] 2024-10-13 23:11:26,003 - Train: 44.60% [558000/1251000] [446.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001766] [CE 4.488 (4.610)] [KD 5.086 (4.943)] 2024-10-13 23:11:31,651 - Train: 44.61% [558050/1251000] [446.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001765] [CE 4.142 (4.543)] [KD 4.712 (4.922)] 2024-10-13 23:11:37,587 - Train: 44.61% [558100/1251000] [446.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001765] [CE 4.982 (4.547)] [KD 5.602 (4.836)] 2024-10-13 23:11:43,370 - Train: 44.62% [558150/1251000] [446.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001765] [CE 4.403 (4.579)] [KD 4.659 (4.911)] 2024-10-13 23:11:49,043 - Train: 44.62% [558200/1251000] [446.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001765] [CE 4.149 (4.606)] [KD 4.661 (4.953)] 2024-10-13 23:11:54,824 - Train: 44.62% [558250/1251000] [446.2/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001765] [CE 4.823 (4.595)] [KD 5.159 (4.932)] 2024-10-13 23:12:00,766 - Train: 44.63% [558300/1251000] [446.3/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001764] [CE 4.979 (4.577)] [KD 4.996 (4.948)] 2024-10-13 23:12:06,728 - Train: 44.63% [558350/1251000] [446.3/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001764] [CE 4.633 (4.558)] [KD 4.935 (4.932)] 2024-10-13 23:12:12,488 - Train: 44.64% [558400/1251000] [446.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001764] [CE 4.434 (4.522)] [KD 4.843 (4.899)] 2024-10-13 23:12:18,128 - Train: 44.64% [558450/1251000] [446.4/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001764] [CE 4.978 (4.539)] [KD 4.943 (4.881)] 2024-10-13 23:12:23,996 - Train: 44.64% [558500/1251000] [446.4/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001764] [CE 4.537 (4.576)] [KD 5.045 (4.953)] 2024-10-13 23:12:29,649 - Train: 44.65% [558550/1251000] [446.5/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001764] [CE 3.959 (4.633)] [KD 4.837 (4.948)] 2024-10-13 23:12:35,388 - Train: 44.65% [558600/1251000] [446.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001763] [CE 4.279 (4.579)] [KD 4.997 (4.888)] 2024-10-13 23:12:41,024 - Train: 44.66% [558650/1251000] [446.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001763] [CE 4.628 (4.560)] [KD 4.968 (4.956)] 2024-10-13 23:12:46,898 - Train: 44.66% [558700/1251000] [446.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001763] [CE 4.627 (4.607)] [KD 4.758 (4.965)] 2024-10-13 23:12:52,686 - Train: 44.66% [558750/1251000] [446.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001763] [CE 4.202 (4.609)] [KD 4.609 (4.966)] 2024-10-13 23:12:58,720 - Train: 44.67% [558800/1251000] [446.7/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001763] [CE 4.374 (4.623)] [KD 4.940 (4.898)] 2024-10-13 23:13:04,408 - Train: 44.67% [558850/1251000] [446.7/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001762] [CE 3.891 (4.526)] [KD 4.513 (4.897)] 2024-10-13 23:13:10,078 - Train: 44.68% [558900/1251000] [446.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001762] [CE 4.567 (4.528)] [KD 4.694 (4.835)] 2024-10-13 23:13:15,971 - Train: 44.68% [558950/1251000] [446.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001762] [CE 4.520 (4.570)] [KD 4.616 (4.891)] 2024-10-13 23:13:21,744 - Train: 44.68% [559000/1251000] [446.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001762] [CE 4.614 (4.550)] [KD 5.064 (4.930)] 2024-10-13 23:13:27,418 - Train: 44.69% [559050/1251000] [446.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001762] [CE 4.480 (4.681)] [KD 5.044 (5.034)] 2024-10-13 23:13:33,295 - Train: 44.69% [559100/1251000] [446.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.111] [lr 0.001761] [CE 4.401 (4.511)] [KD 4.741 (4.895)] 2024-10-13 23:13:39,059 - Train: 44.70% [559150/1251000] [447.0/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001761] [CE 4.792 (4.588)] [KD 4.900 (4.994)] 2024-10-13 23:13:49,459 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 33231] [top5_cnt 43709] [top_all 50000] 2024-10-13 23:13:49,459 - net: 66.462 (87.418) 2024-10-13 23:13:54,473 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 36491] [top5_cnt 45604] [top_all 50000] 2024-10-13 23:13:54,473 - net_E: 72.982 (91.208) 2024-10-13 23:13:54,585 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:13:54,586 - ==> Total time: 19:30:27 Eta: 1 day, 0:08:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:13:56,177 - Train: 44.70% [559200/1251000] [447.0/1000.0] [batch_t 0.117 (0.213)] [data_t 0.002] [optim_t 0.115] [lr 0.001761] [CE 4.685 (4.707)] [KD 5.097 (4.977)] 2024-10-13 23:14:02,037 - Train: 44.70% [559250/1251000] [447.0/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001761] [CE 4.557 (4.593)] [KD 4.860 (4.978)] 2024-10-13 23:14:07,825 - Train: 44.71% [559300/1251000] [447.1/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001761] [CE 4.763 (4.540)] [KD 4.720 (4.868)] 2024-10-13 23:14:13,731 - Train: 44.71% [559350/1251000] [447.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001761] [CE 4.651 (4.637)] [KD 4.933 (4.992)] 2024-10-13 23:14:19,423 - Train: 44.72% [559400/1251000] [447.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001760] [CE 4.773 (4.491)] [KD 5.172 (4.874)] 2024-10-13 23:14:25,377 - Train: 44.72% [559450/1251000] [447.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001760] [CE 4.809 (4.544)] [KD 5.168 (4.912)] 2024-10-13 23:14:31,027 - Train: 44.72% [559500/1251000] [447.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001760] [CE 4.914 (4.644)] [KD 4.829 (4.935)] 2024-10-13 23:14:36,810 - Train: 44.73% [559550/1251000] [447.3/1000.0] [batch_t 0.108 (0.116)] [data_t 0.002] [optim_t 0.105] [lr 0.001760] [CE 4.253 (4.569)] [KD 5.016 (4.849)] 2024-10-13 23:14:42,492 - Train: 44.73% [559600/1251000] [447.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001760] [CE 5.022 (4.622)] [KD 5.313 (5.029)] 2024-10-13 23:14:48,616 - Train: 44.74% [559650/1251000] [447.4/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.111] [lr 0.001759] [CE 4.329 (4.541)] [KD 4.593 (4.864)] 2024-10-13 23:14:54,422 - Train: 44.74% [559700/1251000] [447.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001759] [CE 4.360 (4.592)] [KD 4.909 (4.959)] 2024-10-13 23:15:00,094 - Train: 44.74% [559750/1251000] [447.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001759] [CE 4.136 (4.589)] [KD 4.786 (4.926)] 2024-10-13 23:15:05,781 - Train: 44.75% [559800/1251000] [447.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001759] [CE 4.312 (4.602)] [KD 4.755 (4.960)] 2024-10-13 23:15:11,475 - Train: 44.75% [559850/1251000] [447.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001759] [CE 4.561 (4.575)] [KD 4.736 (4.981)] 2024-10-13 23:15:17,292 - Train: 44.76% [559900/1251000] [447.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001759] [CE 5.094 (4.667)] [KD 5.183 (4.965)] 2024-10-13 23:15:23,103 - Train: 44.76% [559950/1251000] [447.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001758] [CE 4.422 (4.619)] [KD 4.769 (4.940)] 2024-10-13 23:15:29,105 - Train: 44.76% [560000/1251000] [447.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001758] [CE 4.470 (4.558)] [KD 4.957 (4.922)] 2024-10-13 23:15:35,001 - Train: 44.77% [560050/1251000] [447.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001758] [CE 4.598 (4.571)] [KD 5.088 (4.899)] 2024-10-13 23:15:40,780 - Train: 44.77% [560100/1251000] [447.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001758] [CE 4.216 (4.565)] [KD 4.806 (4.977)] 2024-10-13 23:15:46,430 - Train: 44.78% [560150/1251000] [447.8/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001758] [CE 4.989 (4.590)] [KD 5.202 (4.867)] 2024-10-13 23:15:52,178 - Train: 44.78% [560200/1251000] [447.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001757] [CE 4.643 (4.595)] [KD 5.048 (4.927)] 2024-10-13 23:15:57,930 - Train: 44.78% [560250/1251000] [447.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001757] [CE 4.675 (4.621)] [KD 4.946 (5.000)] 2024-10-13 23:16:03,847 - Train: 44.79% [560300/1251000] [447.9/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001757] [CE 4.613 (4.538)] [KD 4.929 (4.940)] 2024-10-13 23:16:09,537 - Train: 44.79% [560350/1251000] [447.9/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001757] [CE 4.529 (4.593)] [KD 5.035 (4.918)] 2024-10-13 23:16:15,319 - Train: 44.80% [560400/1251000] [448.0/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001757] [CE 4.611 (4.615)] [KD 5.149 (5.020)] 2024-10-13 23:16:25,479 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32691] [top5_cnt 43345] [top_all 50000] 2024-10-13 23:16:25,480 - net: 65.382 (86.690) 2024-10-13 23:16:30,435 - Test (net_E): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 36501] [top5_cnt 45628] [top_all 50000] 2024-10-13 23:16:30,435 - net_E: 73.002 (91.256) 2024-10-13 23:16:30,550 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:16:30,550 - ==> Total time: 19:33:03 Eta: 1 day, 0:05:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:16:32,835 - Train: 44.80% [560450/1251000] [448.0/1000.0] [batch_t 0.108 (0.242)] [data_t 0.002] [optim_t 0.106] [lr 0.001757] [CE 4.689 (4.881)] [KD 4.790 (4.971)] 2024-10-13 23:16:38,993 - Train: 44.80% [560500/1251000] [448.0/1000.0] [batch_t 0.114 (0.123)] [data_t 0.002] [optim_t 0.112] [lr 0.001756] [CE 4.268 (4.681)] [KD 4.599 (4.939)] 2024-10-13 23:16:44,613 - Train: 44.81% [560550/1251000] [448.1/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001756] [CE 4.512 (4.584)] [KD 5.074 (4.914)] 2024-10-13 23:16:50,513 - Train: 44.81% [560600/1251000] [448.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001756] [CE 4.754 (4.581)] [KD 5.204 (4.944)] 2024-10-13 23:16:56,151 - Train: 44.82% [560650/1251000] [448.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001756] [CE 4.407 (4.623)] [KD 4.780 (4.932)] 2024-10-13 23:17:02,054 - Train: 44.82% [560700/1251000] [448.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001756] [CE 4.858 (4.591)] [KD 4.823 (4.917)] 2024-10-13 23:17:07,699 - Train: 44.82% [560750/1251000] [448.2/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001755] [CE 4.568 (4.561)] [KD 4.897 (4.941)] 2024-10-13 23:17:13,458 - Train: 44.83% [560800/1251000] [448.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001755] [CE 4.078 (4.557)] [KD 4.468 (4.893)] 2024-10-13 23:17:19,109 - Train: 44.83% [560850/1251000] [448.3/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001755] [CE 4.527 (4.539)] [KD 5.232 (4.938)] 2024-10-13 23:17:25,110 - Train: 44.84% [560900/1251000] [448.4/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001755] [CE 4.636 (4.566)] [KD 4.987 (4.994)] 2024-10-13 23:17:30,861 - Train: 44.84% [560950/1251000] [448.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001755] [CE 5.031 (4.590)] [KD 5.334 (4.992)] 2024-10-13 23:17:36,604 - Train: 44.84% [561000/1251000] [448.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001754] [CE 4.480 (4.566)] [KD 5.180 (4.971)] 2024-10-13 23:17:42,480 - Train: 44.85% [561050/1251000] [448.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001754] [CE 5.041 (4.599)] [KD 5.138 (4.860)] 2024-10-13 23:17:48,099 - Train: 44.85% [561100/1251000] [448.5/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001754] [CE 4.319 (4.605)] [KD 4.588 (4.946)] 2024-10-13 23:17:53,852 - Train: 44.86% [561150/1251000] [448.6/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.107] [lr 0.001754] [CE 4.972 (4.572)] [KD 5.156 (4.975)] 2024-10-13 23:17:59,498 - Train: 44.86% [561200/1251000] [448.6/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001754] [CE 4.701 (4.638)] [KD 5.068 (4.964)] 2024-10-13 23:18:05,252 - Train: 44.86% [561250/1251000] [448.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001754] [CE 4.459 (4.563)] [KD 5.017 (4.909)] 2024-10-13 23:18:10,876 - Train: 44.87% [561300/1251000] [448.7/1000.0] [batch_t 0.116 (0.112)] [data_t 0.002] [optim_t 0.114] [lr 0.001753] [CE 4.710 (4.683)] [KD 4.832 (5.011)] 2024-10-13 23:18:16,992 - Train: 44.87% [561350/1251000] [448.7/1000.0] [batch_t 0.114 (0.122)] [data_t 0.002] [optim_t 0.112] [lr 0.001753] [CE 5.054 (4.561)] [KD 5.334 (4.933)] 2024-10-13 23:18:22,609 - Train: 44.88% [561400/1251000] [448.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001753] [CE 4.422 (4.593)] [KD 4.771 (4.953)] 2024-10-13 23:18:28,499 - Train: 44.88% [561450/1251000] [448.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001753] [CE 4.520 (4.579)] [KD 4.786 (4.960)] 2024-10-13 23:18:34,127 - Train: 44.88% [561500/1251000] [448.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001753] [CE 4.142 (4.551)] [KD 4.714 (4.872)] 2024-10-13 23:18:39,977 - Train: 44.89% [561550/1251000] [448.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001752] [CE 4.762 (4.560)] [KD 5.133 (4.902)] 2024-10-13 23:18:45,712 - Train: 44.89% [561600/1251000] [448.9/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.107] [lr 0.001752] [CE 4.436 (4.584)] [KD 4.905 (4.911)] 2024-10-13 23:18:51,453 - Train: 44.90% [561650/1251000] [449.0/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001752] [CE 4.443 (4.578)] [KD 5.255 (5.013)] 2024-10-13 23:19:01,790 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 33420] [top5_cnt 43870] [top_all 50000] 2024-10-13 23:19:01,791 - net: 66.840 (87.740) 2024-10-13 23:19:06,783 - Test (net_E): 100.00% [50/50] [batch_t 0.095 (0.093)] [top1_cnt 36491] [top5_cnt 45633] [top_all 50000] 2024-10-13 23:19:06,783 - net_E: 72.982 (91.266) 2024-10-13 23:19:06,901 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:19:06,901 - ==> Total time: 19:35:39 Eta: 1 day, 0:02:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:19:08,515 - Train: 44.90% [561700/1251000] [449.0/1000.0] [batch_t 0.563 (0.563)] [data_t 0.442] [optim_t 0.122] [lr 0.001752] [CE 4.587 (4.587)] [KD 4.881 (4.881)] 2024-10-13 23:19:14,509 - Train: 44.90% [561750/1251000] [449.0/1000.0] [batch_t 0.111 (0.120)] [data_t 0.003] [optim_t 0.108] [lr 0.001752] [CE 4.425 (4.521)] [KD 4.897 (4.834)] 2024-10-13 23:19:20,379 - Train: 44.91% [561800/1251000] [449.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001752] [CE 4.170 (4.585)] [KD 4.878 (4.884)] 2024-10-13 23:19:26,237 - Train: 44.91% [561850/1251000] [449.1/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001751] [CE 4.621 (4.545)] [KD 5.001 (4.906)] 2024-10-13 23:19:32,346 - Train: 44.92% [561900/1251000] [449.2/1000.0] [batch_t 0.116 (0.122)] [data_t 0.002] [optim_t 0.113] [lr 0.001751] [CE 4.574 (4.581)] [KD 4.665 (4.850)] 2024-10-13 23:19:38,053 - Train: 44.92% [561950/1251000] [449.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001751] [CE 4.278 (4.536)] [KD 4.890 (4.917)] 2024-10-13 23:19:43,914 - Train: 44.92% [562000/1251000] [449.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001751] [CE 4.654 (4.542)] [KD 4.848 (4.815)] 2024-10-13 23:19:49,690 - Train: 44.93% [562050/1251000] [449.3/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001751] [CE 4.522 (4.575)] [KD 4.820 (4.876)] 2024-10-13 23:19:55,387 - Train: 44.93% [562100/1251000] [449.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001750] [CE 4.858 (4.451)] [KD 4.617 (4.813)] 2024-10-13 23:20:01,049 - Train: 44.94% [562150/1251000] [449.4/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001750] [CE 4.339 (4.585)] [KD 4.712 (4.924)] 2024-10-13 23:20:07,010 - Train: 44.94% [562200/1251000] [449.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001750] [CE 5.185 (4.566)] [KD 5.028 (4.917)] 2024-10-13 23:20:12,779 - Train: 44.94% [562250/1251000] [449.4/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001750] [CE 4.780 (4.677)] [KD 5.081 (5.000)] 2024-10-13 23:20:18,773 - Train: 44.95% [562300/1251000] [449.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001750] [CE 4.925 (4.570)] [KD 5.130 (4.919)] 2024-10-13 23:20:24,437 - Train: 44.95% [562350/1251000] [449.5/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001750] [CE 4.753 (4.629)] [KD 4.954 (4.889)] 2024-10-13 23:20:30,218 - Train: 44.96% [562400/1251000] [449.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001749] [CE 4.462 (4.602)] [KD 4.923 (4.937)] 2024-10-13 23:20:36,001 - Train: 44.96% [562450/1251000] [449.6/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001749] [CE 4.358 (4.513)] [KD 4.626 (4.955)] 2024-10-13 23:20:41,837 - Train: 44.96% [562500/1251000] [449.6/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001749] [CE 4.821 (4.598)] [KD 5.083 (4.942)] 2024-10-13 23:20:47,516 - Train: 44.97% [562550/1251000] [449.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001749] [CE 4.694 (4.602)] [KD 5.122 (4.908)] 2024-10-13 23:20:53,395 - Train: 44.97% [562600/1251000] [449.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001749] [CE 4.554 (4.615)] [KD 4.705 (4.928)] 2024-10-13 23:20:59,203 - Train: 44.98% [562650/1251000] [449.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001748] [CE 4.645 (4.545)] [KD 4.623 (4.860)] 2024-10-13 23:21:05,031 - Train: 44.98% [562700/1251000] [449.8/1000.0] [batch_t 0.118 (0.116)] [data_t 0.002] [optim_t 0.116] [lr 0.001748] [CE 4.915 (4.637)] [KD 5.137 (4.898)] 2024-10-13 23:21:11,073 - Train: 44.98% [562750/1251000] [449.8/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001748] [CE 4.770 (4.623)] [KD 4.878 (4.986)] 2024-10-13 23:21:16,750 - Train: 44.99% [562800/1251000] [449.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001748] [CE 4.781 (4.585)] [KD 4.959 (4.954)] 2024-10-13 23:21:22,645 - Train: 44.99% [562850/1251000] [449.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001748] [CE 4.650 (4.623)] [KD 4.947 (4.967)] 2024-10-13 23:21:28,307 - Train: 45.00% [562900/1251000] [450.0/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001747] [CE 4.519 (4.596)] [KD 4.769 (4.986)] 2024-10-13 23:21:33,936 - Train: 45.00% [562950/1251000] [450.0/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001747] [CE 4.949 (4.642)] [KD 5.123 (4.983)] 2024-10-13 23:21:38,762 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33630] [top5_cnt 44000] [top_all 50000] 2024-10-13 23:21:38,762 - net: 67.260 (88.000) 2024-10-13 23:21:43,708 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36467] [top5_cnt 45620] [top_all 50000] 2024-10-13 23:21:43,709 - net_E: 72.934 (91.240) 2024-10-13 23:21:43,833 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.042 (epoch: 434)] 2024-10-13 23:21:43,833 - ==> Total time: 19:38:16 Eta: 1 day, 0:00:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:21:52,296 - Train: 45.00% [563000/1251000] [450.0/1000.0] [batch_t 0.116 (0.121)] [data_t 0.002] [optim_t 0.113] [lr 0.001747] [CE 4.430 (4.637)] [KD 4.875 (4.911)] 2024-10-13 23:21:58,291 - Train: 45.01% [563050/1251000] [450.1/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001747] [CE 4.888 (4.594)] [KD 4.938 (4.945)] 2024-10-13 23:22:04,567 - Train: 45.01% [563100/1251000] [450.1/1000.0] [batch_t 0.113 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.001747] [CE 4.678 (4.562)] [KD 4.844 (4.895)] 2024-10-13 23:22:10,387 - Train: 45.02% [563150/1251000] [450.2/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001747] [CE 4.607 (4.544)] [KD 4.711 (4.892)] 2024-10-13 23:22:16,079 - Train: 45.02% [563200/1251000] [450.2/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.114] [lr 0.001746] [CE 4.610 (4.557)] [KD 4.856 (4.801)] 2024-10-13 23:22:21,810 - Train: 45.02% [563250/1251000] [450.2/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001746] [CE 4.603 (4.592)] [KD 4.532 (4.880)] 2024-10-13 23:22:27,628 - Train: 45.03% [563300/1251000] [450.3/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001746] [CE 4.515 (4.624)] [KD 4.882 (4.952)] 2024-10-13 23:22:33,311 - Train: 45.03% [563350/1251000] [450.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001746] [CE 5.008 (4.582)] [KD 5.086 (4.864)] 2024-10-13 23:22:39,195 - Train: 45.04% [563400/1251000] [450.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001746] [CE 4.292 (4.568)] [KD 4.915 (4.916)] 2024-10-13 23:22:45,220 - Train: 45.04% [563450/1251000] [450.4/1000.0] [batch_t 0.226 (0.120)] [data_t 0.002] [optim_t 0.224] [lr 0.001745] [CE 4.655 (4.551)] [KD 4.963 (4.931)] 2024-10-13 23:22:51,151 - Train: 45.04% [563500/1251000] [450.4/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001745] [CE 4.508 (4.553)] [KD 5.040 (4.920)] 2024-10-13 23:22:56,833 - Train: 45.05% [563550/1251000] [450.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001745] [CE 4.818 (4.573)] [KD 4.700 (4.952)] 2024-10-13 23:23:02,693 - Train: 45.05% [563600/1251000] [450.5/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001745] [CE 4.903 (4.569)] [KD 4.882 (4.944)] 2024-10-13 23:23:08,559 - Train: 45.06% [563650/1251000] [450.6/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.116] [lr 0.001745] [CE 4.792 (4.554)] [KD 4.802 (4.947)] 2024-10-13 23:23:14,253 - Train: 45.06% [563700/1251000] [450.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001745] [CE 4.936 (4.626)] [KD 5.134 (5.039)] 2024-10-13 23:23:20,046 - Train: 45.06% [563750/1251000] [450.6/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001744] [CE 4.485 (4.575)] [KD 5.057 (4.907)] 2024-10-13 23:23:25,829 - Train: 45.07% [563800/1251000] [450.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001744] [CE 4.933 (4.584)] [KD 5.056 (4.965)] 2024-10-13 23:23:31,645 - Train: 45.07% [563850/1251000] [450.7/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001744] [CE 4.686 (4.571)] [KD 4.857 (4.962)] 2024-10-13 23:23:37,568 - Train: 45.08% [563900/1251000] [450.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001744] [CE 4.378 (4.614)] [KD 4.647 (4.893)] 2024-10-13 23:23:43,378 - Train: 45.08% [563950/1251000] [450.8/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001744] [CE 4.743 (4.639)] [KD 4.752 (4.936)] 2024-10-13 23:23:49,169 - Train: 45.08% [564000/1251000] [450.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001743] [CE 4.283 (4.641)] [KD 4.864 (4.941)] 2024-10-13 23:23:55,061 - Train: 45.09% [564050/1251000] [450.9/1000.0] [batch_t 0.231 (0.118)] [data_t 0.002] [optim_t 0.229] [lr 0.001743] [CE 4.505 (4.558)] [KD 4.936 (4.937)] 2024-10-13 23:24:00,731 - Train: 45.09% [564100/1251000] [450.9/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001743] [CE 4.670 (4.602)] [KD 4.877 (4.952)] 2024-10-13 23:24:06,535 - Train: 45.10% [564150/1251000] [451.0/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001743] [CE 4.568 (4.540)] [KD 4.989 (4.948)] 2024-10-13 23:24:12,176 - Train: 45.10% [564200/1251000] [451.0/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.107] [lr 0.001743] [CE 4.339 (4.544)] [KD 4.612 (4.906)] 2024-10-13 23:24:17,147 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33338] [top5_cnt 43771] [top_all 50000] 2024-10-13 23:24:17,147 - net: 66.676 (87.542) 2024-10-13 23:24:22,077 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36536] [top5_cnt 45633] [top_all 50000] 2024-10-13 23:24:22,077 - net_E: 73.072 (91.266) 2024-10-13 23:24:22,201 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.072 (epoch: 451)] 2024-10-13 23:24:22,201 - ==> Total time: 19:40:54 Eta: 23:57:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:24:30,698 - Train: 45.10% [564250/1251000] [451.0/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.001743] [CE 4.118 (4.548)] [KD 4.589 (4.941)] 2024-10-13 23:24:36,682 - Train: 45.11% [564300/1251000] [451.1/1000.0] [batch_t 0.111 (0.120)] [data_t 0.003] [optim_t 0.108] [lr 0.001742] [CE 4.844 (4.598)] [KD 5.176 (4.955)] 2024-10-13 23:24:42,416 - Train: 45.11% [564350/1251000] [451.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001742] [CE 4.575 (4.579)] [KD 4.919 (4.892)] 2024-10-13 23:24:48,153 - Train: 45.12% [564400/1251000] [451.2/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001742] [CE 4.240 (4.547)] [KD 4.607 (4.900)] 2024-10-13 23:24:53,891 - Train: 45.12% [564450/1251000] [451.2/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.113] [lr 0.001742] [CE 4.434 (4.568)] [KD 4.700 (4.927)] 2024-10-13 23:24:59,497 - Train: 45.12% [564500/1251000] [451.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001742] [CE 5.001 (4.609)] [KD 5.174 (4.949)] 2024-10-13 23:25:05,193 - Train: 45.13% [564550/1251000] [451.3/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001741] [CE 4.636 (4.590)] [KD 4.519 (4.902)] 2024-10-13 23:25:11,051 - Train: 45.13% [564600/1251000] [451.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001741] [CE 4.278 (4.549)] [KD 4.887 (4.929)] 2024-10-13 23:25:16,729 - Train: 45.14% [564650/1251000] [451.4/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001741] [CE 4.584 (4.588)] [KD 5.107 (4.917)] 2024-10-13 23:25:22,458 - Train: 45.14% [564700/1251000] [451.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001741] [CE 4.988 (4.545)] [KD 4.964 (4.835)] 2024-10-13 23:25:28,201 - Train: 45.14% [564750/1251000] [451.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001741] [CE 4.292 (4.545)] [KD 4.796 (4.817)] 2024-10-13 23:25:34,008 - Train: 45.15% [564800/1251000] [451.5/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001740] [CE 4.579 (4.579)] [KD 4.778 (4.884)] 2024-10-13 23:25:39,597 - Train: 45.15% [564850/1251000] [451.5/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001740] [CE 4.515 (4.598)] [KD 4.849 (4.916)] 2024-10-13 23:25:45,508 - Train: 45.16% [564900/1251000] [451.6/1000.0] [batch_t 0.109 (0.118)] [data_t 0.002] [optim_t 0.107] [lr 0.001740] [CE 5.024 (4.682)] [KD 5.094 (4.987)] 2024-10-13 23:25:51,084 - Train: 45.16% [564950/1251000] [451.6/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001740] [CE 5.029 (4.612)] [KD 5.021 (5.001)] 2024-10-13 23:25:56,796 - Train: 45.16% [565000/1251000] [451.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001740] [CE 5.045 (4.553)] [KD 4.836 (4.905)] 2024-10-13 23:26:02,396 - Train: 45.17% [565050/1251000] [451.7/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001740] [CE 4.005 (4.524)] [KD 4.525 (4.831)] 2024-10-13 23:26:08,200 - Train: 45.17% [565100/1251000] [451.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001739] [CE 4.250 (4.546)] [KD 4.780 (4.867)] 2024-10-13 23:26:13,904 - Train: 45.18% [565150/1251000] [451.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001739] [CE 4.445 (4.509)] [KD 4.574 (4.876)] 2024-10-13 23:26:19,583 - Train: 45.18% [565200/1251000] [451.8/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001739] [CE 4.657 (4.593)] [KD 4.512 (4.858)] 2024-10-13 23:26:25,290 - Train: 45.18% [565250/1251000] [451.8/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001739] [CE 4.777 (4.656)] [KD 4.730 (4.932)] 2024-10-13 23:26:31,115 - Train: 45.19% [565300/1251000] [451.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001739] [CE 4.469 (4.629)] [KD 4.795 (4.884)] 2024-10-13 23:26:36,706 - Train: 45.19% [565350/1251000] [451.9/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001738] [CE 4.628 (4.575)] [KD 4.723 (4.894)] 2024-10-13 23:26:42,501 - Train: 45.20% [565400/1251000] [452.0/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001738] [CE 4.253 (4.517)] [KD 4.880 (4.866)] 2024-10-13 23:26:48,177 - Train: 45.20% [565450/1251000] [452.0/1000.0] [batch_t 0.109 (0.113)] [data_t 0.002] [optim_t 0.107] [lr 0.001738] [CE 4.518 (4.594)] [KD 4.977 (4.967)] 2024-10-13 23:26:53,176 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33352] [top5_cnt 43756] [top_all 50000] 2024-10-13 23:26:53,176 - net: 66.704 (87.512) 2024-10-13 23:26:58,038 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36518] [top5_cnt 45639] [top_all 50000] 2024-10-13 23:26:58,038 - net_E: 73.036 (91.278) 2024-10-13 23:26:58,146 - Max [top1: 68.030 (epoch: 435)] [top1-ema: 73.072 (epoch: 451)] 2024-10-13 23:26:58,147 - ==> Total time: 19:43:30 Eta: 23:54:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:27:05,291 - Train: 45.20% [565500/1251000] [452.0/1000.0] [batch_t 0.112 (0.126)] [data_t 0.002] [optim_t 0.109] [lr 0.001738] [CE 4.212 (4.517)] [KD 4.730 (4.844)] 2024-10-13 23:27:10,933 - Train: 45.21% [565550/1251000] [452.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001738] [CE 4.412 (4.550)] [KD 4.985 (4.867)] 2024-10-13 23:27:16,678 - Train: 45.21% [565600/1251000] [452.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001738] [CE 4.255 (4.588)] [KD 4.879 (4.939)] 2024-10-13 23:27:22,395 - Train: 45.22% [565650/1251000] [452.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001737] [CE 4.321 (4.592)] [KD 4.283 (4.899)] 2024-10-13 23:27:28,136 - Train: 45.22% [565700/1251000] [452.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001737] [CE 4.535 (4.661)] [KD 4.728 (4.962)] 2024-10-13 23:27:34,277 - Train: 45.22% [565750/1251000] [452.2/1000.0] [batch_t 0.115 (0.123)] [data_t 0.002] [optim_t 0.113] [lr 0.001737] [CE 4.633 (4.607)] [KD 4.884 (4.923)] 2024-10-13 23:27:39,849 - Train: 45.23% [565800/1251000] [452.3/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001737] [CE 4.708 (4.660)] [KD 4.824 (4.963)] 2024-10-13 23:27:45,637 - Train: 45.23% [565850/1251000] [452.3/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001737] [CE 4.290 (4.610)] [KD 4.413 (4.962)] 2024-10-13 23:27:51,255 - Train: 45.24% [565900/1251000] [452.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001736] [CE 4.901 (4.545)] [KD 5.363 (4.964)] 2024-10-13 23:27:56,872 - Train: 45.24% [565950/1251000] [452.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001736] [CE 4.460 (4.585)] [KD 4.855 (5.012)] 2024-10-13 23:28:02,604 - Train: 45.24% [566000/1251000] [452.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001736] [CE 4.383 (4.559)] [KD 4.721 (4.873)] 2024-10-13 23:28:08,335 - Train: 45.25% [566050/1251000] [452.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001736] [CE 4.491 (4.576)] [KD 4.934 (4.928)] 2024-10-13 23:28:14,041 - Train: 45.25% [566100/1251000] [452.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001736] [CE 4.860 (4.598)] [KD 4.822 (4.962)] 2024-10-13 23:28:20,083 - Train: 45.26% [566150/1251000] [452.6/1000.0] [batch_t 0.111 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.001736] [CE 4.989 (4.594)] [KD 5.126 (4.938)] 2024-10-13 23:28:25,672 - Train: 45.26% [566200/1251000] [452.6/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001735] [CE 4.439 (4.586)] [KD 4.866 (5.014)] 2024-10-13 23:28:31,382 - Train: 45.26% [566250/1251000] [452.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001735] [CE 4.789 (4.566)] [KD 5.070 (4.936)] 2024-10-13 23:28:36,964 - Train: 45.27% [566300/1251000] [452.7/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001735] [CE 4.841 (4.633)] [KD 5.059 (4.941)] 2024-10-13 23:28:42,647 - Train: 45.27% [566350/1251000] [452.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001735] [CE 5.110 (4.603)] [KD 5.133 (4.937)] 2024-10-13 23:28:48,338 - Train: 45.28% [566400/1251000] [452.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001735] [CE 4.829 (4.600)] [KD 5.196 (4.986)] 2024-10-13 23:28:54,144 - Train: 45.28% [566450/1251000] [452.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001734] [CE 4.546 (4.555)] [KD 4.987 (4.911)] 2024-10-13 23:28:59,744 - Train: 45.28% [566500/1251000] [452.8/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.107] [lr 0.001734] [CE 4.446 (4.564)] [KD 4.861 (4.918)] 2024-10-13 23:29:05,577 - Train: 45.29% [566550/1251000] [452.9/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001734] [CE 4.892 (4.593)] [KD 5.226 (4.934)] 2024-10-13 23:29:11,396 - Train: 45.29% [566600/1251000] [452.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001734] [CE 5.170 (4.568)] [KD 5.014 (4.905)] 2024-10-13 23:29:16,979 - Train: 45.30% [566650/1251000] [453.0/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001734] [CE 4.177 (4.565)] [KD 4.836 (4.909)] 2024-10-13 23:29:22,786 - Train: 45.30% [566700/1251000] [453.0/1000.0] [batch_t 0.109 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.001733] [CE 4.686 (4.581)] [KD 4.874 (4.915)] 2024-10-13 23:29:27,997 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 34018] [top5_cnt 44182] [top_all 50000] 2024-10-13 23:29:27,998 - net: 68.036 (88.364) 2024-10-13 23:29:32,953 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36560] [top5_cnt 45656] [top_all 50000] 2024-10-13 23:29:32,954 - net_E: 73.120 (91.312) 2024-10-13 23:29:33,071 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.120 (epoch: 453)] 2024-10-13 23:29:33,072 - ==> Total time: 19:46:05 Eta: 23:52:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:29:41,751 - Train: 45.30% [566750/1251000] [453.0/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001733] [CE 4.817 (4.588)] [KD 5.059 (4.857)] 2024-10-13 23:29:47,484 - Train: 45.31% [566800/1251000] [453.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001733] [CE 4.818 (4.608)] [KD 5.174 (4.877)] 2024-10-13 23:29:53,112 - Train: 45.31% [566850/1251000] [453.1/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001733] [CE 4.575 (4.512)] [KD 4.678 (4.832)] 2024-10-13 23:29:58,732 - Train: 45.32% [566900/1251000] [453.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001733] [CE 3.756 (4.580)] [KD 4.452 (4.953)] 2024-10-13 23:30:04,466 - Train: 45.32% [566950/1251000] [453.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001733] [CE 4.879 (4.520)] [KD 5.059 (4.932)] 2024-10-13 23:30:10,509 - Train: 45.32% [567000/1251000] [453.2/1000.0] [batch_t 0.115 (0.121)] [data_t 0.003] [optim_t 0.112] [lr 0.001732] [CE 4.673 (4.612)] [KD 4.770 (4.922)] 2024-10-13 23:30:16,222 - Train: 45.33% [567050/1251000] [453.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001732] [CE 4.667 (4.647)] [KD 5.107 (4.984)] 2024-10-13 23:30:22,192 - Train: 45.33% [567100/1251000] [453.3/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.001732] [CE 4.711 (4.528)] [KD 4.600 (4.897)] 2024-10-13 23:30:27,795 - Train: 45.34% [567150/1251000] [453.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001732] [CE 4.725 (4.545)] [KD 5.188 (4.966)] 2024-10-13 23:30:33,402 - Train: 45.34% [567200/1251000] [453.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001732] [CE 4.237 (4.598)] [KD 4.898 (4.964)] 2024-10-13 23:30:38,996 - Train: 45.34% [567250/1251000] [453.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.108] [lr 0.001731] [CE 4.567 (4.562)] [KD 4.954 (4.902)] 2024-10-13 23:30:44,604 - Train: 45.35% [567300/1251000] [453.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001731] [CE 4.492 (4.592)] [KD 4.795 (4.827)] 2024-10-13 23:30:50,409 - Train: 45.35% [567350/1251000] [453.5/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001731] [CE 4.669 (4.559)] [KD 5.159 (4.869)] 2024-10-13 23:30:56,440 - Train: 45.36% [567400/1251000] [453.6/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.109] [lr 0.001731] [CE 4.675 (4.588)] [KD 4.978 (4.911)] 2024-10-13 23:31:02,071 - Train: 45.36% [567450/1251000] [453.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001731] [CE 4.680 (4.563)] [KD 5.031 (4.927)] 2024-10-13 23:31:07,829 - Train: 45.36% [567500/1251000] [453.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001731] [CE 4.935 (4.553)] [KD 5.198 (4.981)] 2024-10-13 23:31:13,612 - Train: 45.37% [567550/1251000] [453.7/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001730] [CE 4.921 (4.663)] [KD 5.220 (5.019)] 2024-10-13 23:31:19,328 - Train: 45.37% [567600/1251000] [453.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001730] [CE 4.799 (4.607)] [KD 5.340 (5.008)] 2024-10-13 23:31:25,019 - Train: 45.38% [567650/1251000] [453.8/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001730] [CE 4.654 (4.597)] [KD 4.631 (4.970)] 2024-10-13 23:31:30,649 - Train: 45.38% [567700/1251000] [453.8/1000.0] [batch_t 0.121 (0.113)] [data_t 0.002] [optim_t 0.119] [lr 0.001730] [CE 4.883 (4.609)] [KD 4.875 (4.949)] 2024-10-13 23:31:36,397 - Train: 45.38% [567750/1251000] [453.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001730] [CE 4.947 (4.601)] [KD 4.925 (4.921)] 2024-10-13 23:31:42,214 - Train: 45.39% [567800/1251000] [453.9/1000.0] [batch_t 0.117 (0.116)] [data_t 0.002] [optim_t 0.115] [lr 0.001729] [CE 4.932 (4.655)] [KD 4.842 (4.941)] 2024-10-13 23:31:48,267 - Train: 45.39% [567850/1251000] [453.9/1000.0] [batch_t 0.115 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001729] [CE 4.532 (4.582)] [KD 4.984 (4.903)] 2024-10-13 23:31:54,136 - Train: 45.40% [567900/1251000] [454.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001729] [CE 4.706 (4.601)] [KD 5.178 (4.904)] 2024-10-13 23:32:00,081 - Train: 45.40% [567950/1251000] [454.0/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001729] [CE 4.500 (4.589)] [KD 5.030 (4.960)] 2024-10-13 23:32:05,384 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33367] [top5_cnt 43726] [top_all 50000] 2024-10-13 23:32:05,384 - net: 66.734 (87.452) 2024-10-13 23:32:10,250 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36505] [top5_cnt 45652] [top_all 50000] 2024-10-13 23:32:10,250 - net_E: 73.010 (91.304) 2024-10-13 23:32:10,370 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.120 (epoch: 453)] 2024-10-13 23:32:10,370 - ==> Total time: 19:48:43 Eta: 23:49:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:32:16,987 - Train: 45.40% [568000/1251000] [454.0/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.001729] [CE 4.909 (4.640)] [KD 5.320 (4.901)] 2024-10-13 23:32:22,598 - Train: 45.41% [568050/1251000] [454.1/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001729] [CE 3.894 (4.568)] [KD 4.687 (4.883)] 2024-10-13 23:32:28,458 - Train: 45.41% [568100/1251000] [454.1/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.107] [lr 0.001728] [CE 5.224 (4.625)] [KD 5.184 (4.968)] 2024-10-13 23:32:34,296 - Train: 45.42% [568150/1251000] [454.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001728] [CE 4.602 (4.566)] [KD 4.864 (4.847)] 2024-10-13 23:32:40,112 - Train: 45.42% [568200/1251000] [454.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001728] [CE 4.585 (4.554)] [KD 5.051 (4.845)] 2024-10-13 23:32:46,004 - Train: 45.42% [568250/1251000] [454.2/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001728] [CE 4.297 (4.560)] [KD 4.836 (4.918)] 2024-10-13 23:32:51,634 - Train: 45.43% [568300/1251000] [454.3/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001728] [CE 4.611 (4.594)] [KD 4.777 (4.896)] 2024-10-13 23:32:57,272 - Train: 45.43% [568350/1251000] [454.3/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001727] [CE 4.668 (4.523)] [KD 4.718 (4.906)] 2024-10-13 23:33:03,186 - Train: 45.44% [568400/1251000] [454.4/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001727] [CE 5.081 (4.583)] [KD 5.273 (4.863)] 2024-10-13 23:33:09,037 - Train: 45.44% [568450/1251000] [454.4/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001727] [CE 4.601 (4.616)] [KD 5.086 (4.982)] 2024-10-13 23:33:14,890 - Train: 45.44% [568500/1251000] [454.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001727] [CE 4.336 (4.564)] [KD 4.623 (4.858)] 2024-10-13 23:33:20,517 - Train: 45.45% [568550/1251000] [454.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001727] [CE 4.733 (4.571)] [KD 5.027 (4.961)] 2024-10-13 23:33:26,130 - Train: 45.45% [568600/1251000] [454.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001726] [CE 4.473 (4.640)] [KD 4.751 (5.024)] 2024-10-13 23:33:31,995 - Train: 45.46% [568650/1251000] [454.6/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001726] [CE 4.690 (4.614)] [KD 4.921 (4.961)] 2024-10-13 23:33:37,735 - Train: 45.46% [568700/1251000] [454.6/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001726] [CE 4.653 (4.617)] [KD 5.053 (4.934)] 2024-10-13 23:33:43,546 - Train: 45.46% [568750/1251000] [454.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001726] [CE 4.489 (4.575)] [KD 4.814 (4.908)] 2024-10-13 23:33:49,385 - Train: 45.47% [568800/1251000] [454.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001726] [CE 4.582 (4.581)] [KD 4.747 (4.930)] 2024-10-13 23:33:54,988 - Train: 45.47% [568850/1251000] [454.7/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001726] [CE 4.837 (4.639)] [KD 4.909 (4.926)] 2024-10-13 23:34:00,723 - Train: 45.48% [568900/1251000] [454.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001725] [CE 4.531 (4.567)] [KD 5.038 (4.909)] 2024-10-13 23:34:06,414 - Train: 45.48% [568950/1251000] [454.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001725] [CE 4.284 (4.527)] [KD 4.701 (4.916)] 2024-10-13 23:34:12,226 - Train: 45.48% [569000/1251000] [454.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001725] [CE 4.263 (4.584)] [KD 4.779 (4.941)] 2024-10-13 23:34:17,950 - Train: 45.49% [569050/1251000] [454.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001725] [CE 4.612 (4.575)] [KD 4.720 (4.904)] 2024-10-13 23:34:23,778 - Train: 45.49% [569100/1251000] [454.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.001725] [CE 4.267 (4.559)] [KD 4.893 (4.977)] 2024-10-13 23:34:29,381 - Train: 45.50% [569150/1251000] [455.0/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001724] [CE 4.599 (4.621)] [KD 4.824 (4.983)] 2024-10-13 23:34:34,993 - Train: 45.50% [569200/1251000] [455.0/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.107] [lr 0.001724] [CE 4.807 (4.620)] [KD 5.033 (4.920)] 2024-10-13 23:34:40,383 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 33343] [top5_cnt 43787] [top_all 50000] 2024-10-13 23:34:40,384 - net: 66.686 (87.574) 2024-10-13 23:34:45,214 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36545] [top5_cnt 45617] [top_all 50000] 2024-10-13 23:34:45,215 - net_E: 73.090 (91.234) 2024-10-13 23:34:45,331 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.120 (epoch: 453)] 2024-10-13 23:34:45,332 - ==> Total time: 19:51:18 Eta: 23:46:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:34:51,830 - Train: 45.50% [569250/1251000] [455.0/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.001724] [CE 4.419 (4.499)] [KD 5.069 (4.877)] 2024-10-13 23:34:57,754 - Train: 45.51% [569300/1251000] [455.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001724] [CE 4.094 (4.555)] [KD 4.470 (4.787)] 2024-10-13 23:35:03,714 - Train: 45.51% [569350/1251000] [455.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001724] [CE 5.108 (4.533)] [KD 5.015 (4.852)] 2024-10-13 23:35:09,400 - Train: 45.52% [569400/1251000] [455.2/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001724] [CE 4.308 (4.606)] [KD 4.831 (4.861)] 2024-10-13 23:35:15,191 - Train: 45.52% [569450/1251000] [455.2/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001723] [CE 4.418 (4.507)] [KD 4.724 (4.884)] 2024-10-13 23:35:20,961 - Train: 45.52% [569500/1251000] [455.2/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001723] [CE 5.161 (4.591)] [KD 5.157 (4.925)] 2024-10-13 23:35:26,584 - Train: 45.53% [569550/1251000] [455.3/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001723] [CE 4.735 (4.578)] [KD 4.911 (4.912)] 2024-10-13 23:35:32,442 - Train: 45.53% [569600/1251000] [455.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001723] [CE 4.678 (4.537)] [KD 5.052 (4.837)] 2024-10-13 23:35:38,356 - Train: 45.54% [569650/1251000] [455.4/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001723] [CE 4.343 (4.539)] [KD 4.846 (4.919)] 2024-10-13 23:35:44,166 - Train: 45.54% [569700/1251000] [455.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001722] [CE 5.161 (4.663)] [KD 5.283 (4.982)] 2024-10-13 23:35:50,028 - Train: 45.54% [569750/1251000] [455.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001722] [CE 4.330 (4.538)] [KD 4.462 (4.866)] 2024-10-13 23:35:55,691 - Train: 45.55% [569800/1251000] [455.5/1000.0] [batch_t 0.117 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.001722] [CE 4.226 (4.488)] [KD 5.106 (4.845)] 2024-10-13 23:36:01,442 - Train: 45.55% [569850/1251000] [455.5/1000.0] [batch_t 0.216 (0.115)] [data_t 0.002] [optim_t 0.214] [lr 0.001722] [CE 4.498 (4.552)] [KD 4.703 (4.868)] 2024-10-13 23:36:07,290 - Train: 45.56% [569900/1251000] [455.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001722] [CE 4.560 (4.566)] [KD 4.698 (4.864)] 2024-10-13 23:36:13,061 - Train: 45.56% [569950/1251000] [455.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001721] [CE 4.738 (4.607)] [KD 4.985 (4.922)] 2024-10-13 23:36:18,951 - Train: 45.56% [570000/1251000] [455.6/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001721] [CE 4.631 (4.574)] [KD 4.898 (4.954)] 2024-10-13 23:36:24,776 - Train: 45.57% [570050/1251000] [455.7/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001721] [CE 5.129 (4.566)] [KD 5.324 (4.955)] 2024-10-13 23:36:30,460 - Train: 45.57% [570100/1251000] [455.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001721] [CE 5.121 (4.557)] [KD 5.132 (4.927)] 2024-10-13 23:36:36,364 - Train: 45.58% [570150/1251000] [455.8/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001721] [CE 4.696 (4.590)] [KD 4.899 (4.899)] 2024-10-13 23:36:42,254 - Train: 45.58% [570200/1251000] [455.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001721] [CE 4.296 (4.572)] [KD 4.676 (4.907)] 2024-10-13 23:36:47,966 - Train: 45.58% [570250/1251000] [455.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001720] [CE 4.399 (4.569)] [KD 5.010 (4.946)] 2024-10-13 23:36:53,747 - Train: 45.59% [570300/1251000] [455.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001720] [CE 4.599 (4.559)] [KD 4.999 (4.922)] 2024-10-13 23:36:59,580 - Train: 45.59% [570350/1251000] [455.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001720] [CE 4.807 (4.613)] [KD 5.137 (4.931)] 2024-10-13 23:37:05,282 - Train: 45.60% [570400/1251000] [456.0/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001720] [CE 4.649 (4.572)] [KD 4.904 (4.920)] 2024-10-13 23:37:11,166 - Train: 45.60% [570450/1251000] [456.0/1000.0] [batch_t 0.110 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001720] [CE 4.988 (4.565)] [KD 5.279 (4.843)] 2024-10-13 23:37:16,730 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.095)] [top1_cnt 32961] [top5_cnt 43494] [top_all 50000] 2024-10-13 23:37:16,730 - net: 65.922 (86.988) 2024-10-13 23:37:21,694 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 36549] [top5_cnt 45652] [top_all 50000] 2024-10-13 23:37:21,694 - net_E: 73.098 (91.304) 2024-10-13 23:37:21,811 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.120 (epoch: 453)] 2024-10-13 23:37:21,811 - ==> Total time: 19:53:54 Eta: 23:44:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:37:28,694 - Train: 45.60% [570500/1251000] [456.0/1000.0] [batch_t 0.114 (0.126)] [data_t 0.002] [optim_t 0.111] [lr 0.001719] [CE 5.144 (4.580)] [KD 5.386 (4.923)] 2024-10-13 23:37:34,413 - Train: 45.61% [570550/1251000] [456.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001719] [CE 4.307 (4.615)] [KD 4.916 (4.961)] 2024-10-13 23:37:40,580 - Train: 45.61% [570600/1251000] [456.1/1000.0] [batch_t 0.118 (0.123)] [data_t 0.002] [optim_t 0.115] [lr 0.001719] [CE 4.893 (4.591)] [KD 5.103 (4.841)] 2024-10-13 23:37:46,397 - Train: 45.62% [570650/1251000] [456.2/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001719] [CE 5.146 (4.586)] [KD 5.159 (4.883)] 2024-10-13 23:37:52,212 - Train: 45.62% [570700/1251000] [456.2/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001719] [CE 4.986 (4.604)] [KD 5.190 (4.931)] 2024-10-13 23:37:58,048 - Train: 45.62% [570750/1251000] [456.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001719] [CE 4.915 (4.547)] [KD 5.101 (4.852)] 2024-10-13 23:38:03,914 - Train: 45.63% [570800/1251000] [456.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001718] [CE 4.859 (4.682)] [KD 5.265 (4.953)] 2024-10-13 23:38:09,633 - Train: 45.63% [570850/1251000] [456.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001718] [CE 4.907 (4.525)] [KD 5.400 (4.950)] 2024-10-13 23:38:15,344 - Train: 45.64% [570900/1251000] [456.4/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001718] [CE 4.328 (4.550)] [KD 4.967 (4.866)] 2024-10-13 23:38:21,162 - Train: 45.64% [570950/1251000] [456.4/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001718] [CE 4.645 (4.557)] [KD 4.806 (4.895)] 2024-10-13 23:38:27,206 - Train: 45.64% [571000/1251000] [456.4/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001718] [CE 4.547 (4.612)] [KD 4.958 (4.960)] 2024-10-13 23:38:33,092 - Train: 45.65% [571050/1251000] [456.5/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001717] [CE 4.729 (4.615)] [KD 4.800 (4.873)] 2024-10-13 23:38:38,896 - Train: 45.65% [571100/1251000] [456.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001717] [CE 4.297 (4.595)] [KD 4.517 (4.851)] 2024-10-13 23:38:44,614 - Train: 45.66% [571150/1251000] [456.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001717] [CE 4.838 (4.605)] [KD 5.055 (4.925)] 2024-10-13 23:38:50,321 - Train: 45.66% [571200/1251000] [456.6/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001717] [CE 5.147 (4.547)] [KD 5.034 (4.856)] 2024-10-13 23:38:56,160 - Train: 45.66% [571250/1251000] [456.6/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001717] [CE 4.581 (4.585)] [KD 4.903 (4.853)] 2024-10-13 23:39:02,021 - Train: 45.67% [571300/1251000] [456.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001717] [CE 4.941 (4.524)] [KD 4.768 (4.769)] 2024-10-13 23:39:07,923 - Train: 45.67% [571350/1251000] [456.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001716] [CE 4.840 (4.636)] [KD 5.098 (4.907)] 2024-10-13 23:39:13,628 - Train: 45.68% [571400/1251000] [456.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001716] [CE 5.104 (4.663)] [KD 5.284 (4.971)] 2024-10-13 23:39:19,686 - Train: 45.68% [571450/1251000] [456.8/1000.0] [batch_t 0.117 (0.121)] [data_t 0.002] [optim_t 0.115] [lr 0.001716] [CE 4.594 (4.620)] [KD 5.169 (4.931)] 2024-10-13 23:39:25,507 - Train: 45.68% [571500/1251000] [456.8/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001716] [CE 4.693 (4.628)] [KD 5.054 (4.894)] 2024-10-13 23:39:31,294 - Train: 45.69% [571550/1251000] [456.9/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001716] [CE 4.520 (4.582)] [KD 4.759 (4.931)] 2024-10-13 23:39:37,055 - Train: 45.69% [571600/1251000] [456.9/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001715] [CE 4.259 (4.587)] [KD 4.695 (4.924)] 2024-10-13 23:39:42,800 - Train: 45.70% [571650/1251000] [457.0/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001715] [CE 4.740 (4.542)] [KD 4.976 (4.906)] 2024-10-13 23:39:48,435 - Train: 45.70% [571700/1251000] [457.0/1000.0] [batch_t 0.110 (0.113)] [data_t 0.002] [optim_t 0.107] [lr 0.001715] [CE 4.166 (4.582)] [KD 4.631 (4.882)] 2024-10-13 23:39:53,965 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33668] [top5_cnt 44065] [top_all 50000] 2024-10-13 23:39:53,965 - net: 67.336 (88.130) 2024-10-13 23:39:58,848 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36545] [top5_cnt 45664] [top_all 50000] 2024-10-13 23:39:58,849 - net_E: 73.090 (91.328) 2024-10-13 23:39:58,970 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.120 (epoch: 453)] 2024-10-13 23:39:58,970 - ==> Total time: 19:56:31 Eta: 23:41:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:40:05,378 - Train: 45.70% [571750/1251000] [457.0/1000.0] [batch_t 0.114 (0.125)] [data_t 0.002] [optim_t 0.112] [lr 0.001715] [CE 4.425 (4.550)] [KD 4.637 (4.791)] 2024-10-13 23:40:11,157 - Train: 45.71% [571800/1251000] [457.1/1000.0] [batch_t 0.232 (0.115)] [data_t 0.002] [optim_t 0.230] [lr 0.001715] [CE 4.814 (4.593)] [KD 5.017 (4.881)] 2024-10-13 23:40:17,224 - Train: 45.71% [571850/1251000] [457.1/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001714] [CE 4.832 (4.583)] [KD 4.997 (4.892)] 2024-10-13 23:40:22,860 - Train: 45.72% [571900/1251000] [457.2/1000.0] [batch_t 0.110 (0.113)] [data_t 0.003] [optim_t 0.108] [lr 0.001714] [CE 4.229 (4.534)] [KD 4.625 (4.919)] 2024-10-13 23:40:28,659 - Train: 45.72% [571950/1251000] [457.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001714] [CE 4.316 (4.555)] [KD 4.770 (4.819)] 2024-10-13 23:40:34,607 - Train: 45.72% [572000/1251000] [457.2/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001714] [CE 4.334 (4.573)] [KD 4.614 (4.963)] 2024-10-13 23:40:40,394 - Train: 45.73% [572050/1251000] [457.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001714] [CE 5.346 (4.575)] [KD 5.242 (4.874)] 2024-10-13 23:40:46,098 - Train: 45.73% [572100/1251000] [457.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001714] [CE 4.435 (4.620)] [KD 5.006 (4.950)] 2024-10-13 23:40:51,875 - Train: 45.74% [572150/1251000] [457.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001713] [CE 4.708 (4.667)] [KD 5.010 (4.915)] 2024-10-13 23:40:57,606 - Train: 45.74% [572200/1251000] [457.4/1000.0] [batch_t 0.116 (0.115)] [data_t 0.002] [optim_t 0.114] [lr 0.001713] [CE 4.596 (4.604)] [KD 5.245 (4.867)] 2024-10-13 23:41:03,428 - Train: 45.74% [572250/1251000] [457.4/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001713] [CE 4.303 (4.582)] [KD 4.945 (4.815)] 2024-10-13 23:41:09,422 - Train: 45.75% [572300/1251000] [457.5/1000.0] [batch_t 0.120 (0.120)] [data_t 0.002] [optim_t 0.117] [lr 0.001713] [CE 4.985 (4.636)] [KD 4.832 (4.866)] 2024-10-13 23:41:15,386 - Train: 45.75% [572350/1251000] [457.5/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.116] [lr 0.001713] [CE 4.579 (4.597)] [KD 5.080 (4.841)] 2024-10-13 23:41:21,304 - Train: 45.76% [572400/1251000] [457.6/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001712] [CE 4.829 (4.617)] [KD 5.152 (4.906)] 2024-10-13 23:41:27,129 - Train: 45.76% [572450/1251000] [457.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001712] [CE 4.241 (4.535)] [KD 4.811 (4.925)] 2024-10-13 23:41:32,863 - Train: 45.76% [572500/1251000] [457.6/1000.0] [batch_t 0.117 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.001712] [CE 4.263 (4.557)] [KD 4.652 (4.899)] 2024-10-13 23:41:38,602 - Train: 45.77% [572550/1251000] [457.7/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001712] [CE 4.238 (4.544)] [KD 4.898 (4.931)] 2024-10-13 23:41:44,393 - Train: 45.77% [572600/1251000] [457.7/1000.0] [batch_t 0.117 (0.116)] [data_t 0.003] [optim_t 0.115] [lr 0.001712] [CE 4.512 (4.637)] [KD 5.003 (5.008)] 2024-10-13 23:41:50,227 - Train: 45.78% [572650/1251000] [457.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001712] [CE 4.854 (4.643)] [KD 4.962 (4.902)] 2024-10-13 23:41:56,317 - Train: 45.78% [572700/1251000] [457.8/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.001711] [CE 4.327 (4.542)] [KD 4.934 (4.853)] 2024-10-13 23:42:02,065 - Train: 45.78% [572750/1251000] [457.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001711] [CE 4.809 (4.599)] [KD 4.932 (4.912)] 2024-10-13 23:42:07,931 - Train: 45.79% [572800/1251000] [457.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001711] [CE 4.177 (4.602)] [KD 4.643 (4.929)] 2024-10-13 23:42:13,909 - Train: 45.79% [572850/1251000] [457.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001711] [CE 4.836 (4.559)] [KD 5.081 (4.911)] 2024-10-13 23:42:19,734 - Train: 45.80% [572900/1251000] [458.0/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001711] [CE 4.207 (4.600)] [KD 4.887 (4.961)] 2024-10-13 23:42:25,462 - Train: 45.80% [572950/1251000] [458.0/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001710] [CE 4.848 (4.620)] [KD 5.075 (5.035)] 2024-10-13 23:42:31,137 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32958] [top5_cnt 43457] [top_all 50000] 2024-10-13 23:42:31,138 - net: 65.916 (86.914) 2024-10-13 23:42:35,951 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36565] [top5_cnt 45666] [top_all 50000] 2024-10-13 23:42:35,951 - net_E: 73.130 (91.332) 2024-10-13 23:42:36,069 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.130 (epoch: 458)] 2024-10-13 23:42:36,070 - ==> Total time: 19:59:08 Eta: 23:39:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:42:44,317 - Train: 45.80% [573000/1251000] [458.0/1000.0] [batch_t 0.115 (0.126)] [data_t 0.003] [optim_t 0.113] [lr 0.001710] [CE 4.535 (4.617)] [KD 4.738 (4.894)] 2024-10-13 23:42:50,193 - Train: 45.81% [573050/1251000] [458.1/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001710] [CE 4.755 (4.625)] [KD 5.087 (4.937)] 2024-10-13 23:42:56,181 - Train: 45.81% [573100/1251000] [458.1/1000.0] [batch_t 0.114 (0.120)] [data_t 0.003] [optim_t 0.112] [lr 0.001710] [CE 4.513 (4.663)] [KD 4.476 (4.921)] 2024-10-13 23:43:02,023 - Train: 45.82% [573150/1251000] [458.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001710] [CE 4.723 (4.541)] [KD 4.913 (4.855)] 2024-10-13 23:43:08,002 - Train: 45.82% [573200/1251000] [458.2/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001709] [CE 4.816 (4.529)] [KD 5.133 (4.820)] 2024-10-13 23:43:13,860 - Train: 45.82% [573250/1251000] [458.2/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001709] [CE 4.712 (4.605)] [KD 4.815 (4.891)] 2024-10-13 23:43:19,645 - Train: 45.83% [573300/1251000] [458.3/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001709] [CE 4.763 (4.594)] [KD 5.018 (4.892)] 2024-10-13 23:43:25,801 - Train: 45.83% [573350/1251000] [458.3/1000.0] [batch_t 0.114 (0.123)] [data_t 0.003] [optim_t 0.111] [lr 0.001709] [CE 4.646 (4.514)] [KD 4.993 (4.913)] 2024-10-13 23:43:31,689 - Train: 45.84% [573400/1251000] [458.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001709] [CE 4.570 (4.576)] [KD 4.990 (4.886)] 2024-10-13 23:43:37,552 - Train: 45.84% [573450/1251000] [458.4/1000.0] [batch_t 0.119 (0.117)] [data_t 0.003] [optim_t 0.116] [lr 0.001709] [CE 4.570 (4.612)] [KD 4.773 (4.931)] 2024-10-13 23:43:43,486 - Train: 45.84% [573500/1251000] [458.4/1000.0] [batch_t 0.117 (0.119)] [data_t 0.003] [optim_t 0.115] [lr 0.001708] [CE 4.763 (4.600)] [KD 4.713 (4.887)] 2024-10-13 23:43:49,397 - Train: 45.85% [573550/1251000] [458.5/1000.0] [batch_t 0.116 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.001708] [CE 4.609 (4.577)] [KD 4.940 (4.847)] 2024-10-13 23:43:55,270 - Train: 45.85% [573600/1251000] [458.5/1000.0] [batch_t 0.222 (0.117)] [data_t 0.002] [optim_t 0.219] [lr 0.001708] [CE 4.890 (4.661)] [KD 4.862 (4.953)] 2024-10-13 23:44:01,333 - Train: 45.86% [573650/1251000] [458.6/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001708] [CE 4.090 (4.540)] [KD 4.593 (4.908)] 2024-10-13 23:44:07,249 - Train: 45.86% [573700/1251000] [458.6/1000.0] [batch_t 0.117 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001708] [CE 4.906 (4.558)] [KD 5.051 (4.889)] 2024-10-13 23:44:13,258 - Train: 45.86% [573750/1251000] [458.6/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001707] [CE 4.150 (4.555)] [KD 4.901 (4.882)] 2024-10-13 23:44:19,037 - Train: 45.87% [573800/1251000] [458.7/1000.0] [batch_t 0.118 (0.115)] [data_t 0.002] [optim_t 0.115] [lr 0.001707] [CE 4.572 (4.627)] [KD 4.902 (4.876)] 2024-10-13 23:44:24,913 - Train: 45.87% [573850/1251000] [458.7/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001707] [CE 4.913 (4.553)] [KD 5.090 (4.871)] 2024-10-13 23:44:30,794 - Train: 45.88% [573900/1251000] [458.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001707] [CE 4.707 (4.586)] [KD 5.057 (4.843)] 2024-10-13 23:44:36,694 - Train: 45.88% [573950/1251000] [458.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001707] [CE 4.778 (4.588)] [KD 4.841 (4.858)] 2024-10-13 23:44:42,572 - Train: 45.88% [574000/1251000] [458.8/1000.0] [batch_t 0.114 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001707] [CE 4.580 (4.547)] [KD 4.902 (4.901)] 2024-10-13 23:44:48,531 - Train: 45.89% [574050/1251000] [458.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001706] [CE 3.889 (4.621)] [KD 4.424 (4.936)] 2024-10-13 23:44:54,492 - Train: 45.89% [574100/1251000] [458.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001706] [CE 4.754 (4.527)] [KD 4.958 (4.828)] 2024-10-13 23:45:00,206 - Train: 45.90% [574150/1251000] [459.0/1000.0] [batch_t 0.117 (0.114)] [data_t 0.002] [optim_t 0.115] [lr 0.001706] [CE 4.283 (4.544)] [KD 4.695 (4.858)] 2024-10-13 23:45:06,055 - Train: 45.90% [574200/1251000] [459.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001706] [CE 4.274 (4.611)] [KD 4.666 (4.903)] 2024-10-13 23:45:11,887 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33500] [top5_cnt 43838] [top_all 50000] 2024-10-13 23:45:11,888 - net: 67.000 (87.676) 2024-10-13 23:45:16,800 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36589] [top5_cnt 45662] [top_all 50000] 2024-10-13 23:45:16,800 - net_E: 73.178 (91.324) 2024-10-13 23:45:16,947 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.178 (epoch: 459)] 2024-10-13 23:45:16,947 - ==> Total time: 20:01:49 Eta: 23:36:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:45:25,947 - Train: 45.90% [574250/1251000] [459.0/1000.0] [batch_t 0.114 (0.125)] [data_t 0.003] [optim_t 0.111] [lr 0.001706] [CE 4.424 (4.528)] [KD 4.693 (4.839)] 2024-10-13 23:45:31,777 - Train: 45.91% [574300/1251000] [459.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.003] [optim_t 0.113] [lr 0.001705] [CE 3.936 (4.581)] [KD 4.501 (4.859)] 2024-10-13 23:45:37,746 - Train: 45.91% [574350/1251000] [459.1/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001705] [CE 4.604 (4.512)] [KD 4.617 (4.842)] 2024-10-13 23:45:43,499 - Train: 45.92% [574400/1251000] [459.2/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001705] [CE 4.632 (4.633)] [KD 4.887 (4.860)] 2024-10-13 23:45:49,356 - Train: 45.92% [574450/1251000] [459.2/1000.0] [batch_t 0.117 (0.117)] [data_t 0.003] [optim_t 0.114] [lr 0.001705] [CE 4.791 (4.571)] [KD 5.315 (4.867)] 2024-10-13 23:45:55,363 - Train: 45.92% [574500/1251000] [459.2/1000.0] [batch_t 0.114 (0.120)] [data_t 0.002] [optim_t 0.112] [lr 0.001705] [CE 4.536 (4.501)] [KD 4.732 (4.861)] 2024-10-13 23:46:01,049 - Train: 45.93% [574550/1251000] [459.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001704] [CE 4.391 (4.645)] [KD 4.587 (4.933)] 2024-10-13 23:46:06,751 - Train: 45.93% [574600/1251000] [459.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001704] [CE 4.967 (4.507)] [KD 4.791 (4.805)] 2024-10-13 23:46:12,690 - Train: 45.94% [574650/1251000] [459.4/1000.0] [batch_t 0.114 (0.119)] [data_t 0.003] [optim_t 0.111] [lr 0.001704] [CE 4.565 (4.547)] [KD 5.246 (4.800)] 2024-10-13 23:46:18,625 - Train: 45.94% [574700/1251000] [459.4/1000.0] [batch_t 0.232 (0.119)] [data_t 0.002] [optim_t 0.230] [lr 0.001704] [CE 4.537 (4.547)] [KD 5.019 (4.851)] 2024-10-13 23:46:24,424 - Train: 45.94% [574750/1251000] [459.4/1000.0] [batch_t 0.116 (0.116)] [data_t 0.003] [optim_t 0.114] [lr 0.001704] [CE 4.467 (4.599)] [KD 4.895 (4.893)] 2024-10-13 23:46:30,134 - Train: 45.95% [574800/1251000] [459.5/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001704] [CE 3.815 (4.554)] [KD 4.573 (4.838)] 2024-10-13 23:46:35,881 - Train: 45.95% [574850/1251000] [459.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001703] [CE 4.432 (4.644)] [KD 4.862 (4.921)] 2024-10-13 23:46:41,963 - Train: 45.96% [574900/1251000] [459.6/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.001703] [CE 4.866 (4.555)] [KD 4.942 (4.871)] 2024-10-13 23:46:47,781 - Train: 45.96% [574950/1251000] [459.6/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001703] [CE 4.427 (4.620)] [KD 4.927 (4.897)] 2024-10-13 23:46:53,503 - Train: 45.96% [575000/1251000] [459.6/1000.0] [batch_t 0.117 (0.114)] [data_t 0.003] [optim_t 0.114] [lr 0.001703] [CE 4.039 (4.511)] [KD 4.685 (4.839)] 2024-10-13 23:46:59,348 - Train: 45.97% [575050/1251000] [459.7/1000.0] [batch_t 0.118 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001703] [CE 4.662 (4.561)] [KD 5.073 (4.857)] 2024-10-13 23:47:05,292 - Train: 45.97% [575100/1251000] [459.7/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001702] [CE 5.236 (4.645)] [KD 5.116 (4.888)] 2024-10-13 23:47:10,999 - Train: 45.98% [575150/1251000] [459.8/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001702] [CE 4.333 (4.543)] [KD 4.672 (4.865)] 2024-10-13 23:47:16,922 - Train: 45.98% [575200/1251000] [459.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001702] [CE 4.685 (4.524)] [KD 4.898 (4.900)] 2024-10-13 23:47:22,652 - Train: 45.98% [575250/1251000] [459.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001702] [CE 4.465 (4.574)] [KD 4.902 (4.906)] 2024-10-13 23:47:28,553 - Train: 45.99% [575300/1251000] [459.9/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001702] [CE 4.534 (4.561)] [KD 5.058 (4.865)] 2024-10-13 23:47:34,527 - Train: 45.99% [575350/1251000] [459.9/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001702] [CE 5.096 (4.517)] [KD 5.526 (4.891)] 2024-10-13 23:47:40,328 - Train: 46.00% [575400/1251000] [460.0/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001701] [CE 4.630 (4.631)] [KD 4.860 (4.938)] 2024-10-13 23:47:46,058 - Train: 46.00% [575450/1251000] [460.0/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001701] [CE 4.768 (4.576)] [KD 4.766 (4.807)] 2024-10-13 23:47:52,074 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 33609] [top5_cnt 43888] [top_all 50000] 2024-10-13 23:47:52,075 - net: 67.218 (87.776) 2024-10-13 23:47:57,054 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36579] [top5_cnt 45655] [top_all 50000] 2024-10-13 23:47:57,055 - net_E: 73.158 (91.310) 2024-10-13 23:47:57,191 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.178 (epoch: 459)] 2024-10-13 23:47:57,192 - ==> Total time: 20:04:29 Eta: 23:33:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:48:03,404 - Train: 46.00% [575500/1251000] [460.0/1000.0] [batch_t 0.110 (0.126)] [data_t 0.002] [optim_t 0.107] [lr 0.001701] [CE 4.204 (4.533)] [KD 4.595 (4.848)] 2024-10-13 23:48:09,008 - Train: 46.01% [575550/1251000] [460.1/1000.0] [batch_t 0.112 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001701] [CE 4.051 (4.562)] [KD 4.785 (4.853)] 2024-10-13 23:48:14,872 - Train: 46.01% [575600/1251000] [460.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001701] [CE 4.835 (4.617)] [KD 5.357 (4.882)] 2024-10-13 23:48:20,470 - Train: 46.02% [575650/1251000] [460.2/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001700] [CE 5.037 (4.606)] [KD 4.973 (4.833)] 2024-10-13 23:48:26,331 - Train: 46.02% [575700/1251000] [460.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001700] [CE 4.485 (4.631)] [KD 4.781 (4.889)] 2024-10-13 23:48:32,035 - Train: 46.02% [575750/1251000] [460.2/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001700] [CE 4.588 (4.548)] [KD 4.969 (4.882)] 2024-10-13 23:48:37,782 - Train: 46.03% [575800/1251000] [460.3/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001700] [CE 4.990 (4.585)] [KD 5.006 (4.847)] 2024-10-13 23:48:43,414 - Train: 46.03% [575850/1251000] [460.3/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001700] [CE 4.775 (4.506)] [KD 4.987 (4.851)] 2024-10-13 23:48:49,260 - Train: 46.04% [575900/1251000] [460.4/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001699] [CE 4.059 (4.628)] [KD 4.536 (4.920)] 2024-10-13 23:48:54,887 - Train: 46.04% [575950/1251000] [460.4/1000.0] [batch_t 0.115 (0.112)] [data_t 0.003] [optim_t 0.112] [lr 0.001699] [CE 3.894 (4.508)] [KD 4.293 (4.806)] 2024-10-13 23:49:00,601 - Train: 46.04% [576000/1251000] [460.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001699] [CE 4.733 (4.631)] [KD 4.815 (4.897)] 2024-10-13 23:49:06,438 - Train: 46.05% [576050/1251000] [460.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001699] [CE 4.646 (4.548)] [KD 4.876 (4.899)] 2024-10-13 23:49:12,184 - Train: 46.05% [576100/1251000] [460.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001699] [CE 4.630 (4.521)] [KD 4.954 (4.871)] 2024-10-13 23:49:17,834 - Train: 46.06% [576150/1251000] [460.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001699] [CE 5.115 (4.549)] [KD 5.145 (4.854)] 2024-10-13 23:49:23,688 - Train: 46.06% [576200/1251000] [460.6/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001698] [CE 4.496 (4.657)] [KD 4.939 (4.968)] 2024-10-13 23:49:29,287 - Train: 46.06% [576250/1251000] [460.6/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001698] [CE 5.097 (4.660)] [KD 5.195 (4.938)] 2024-10-13 23:49:35,034 - Train: 46.07% [576300/1251000] [460.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001698] [CE 4.648 (4.570)] [KD 5.094 (4.863)] 2024-10-13 23:49:40,884 - Train: 46.07% [576350/1251000] [460.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.001698] [CE 4.307 (4.601)] [KD 4.519 (4.913)] 2024-10-13 23:49:46,504 - Train: 46.08% [576400/1251000] [460.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001698] [CE 4.657 (4.565)] [KD 5.184 (4.880)] 2024-10-13 23:49:52,356 - Train: 46.08% [576450/1251000] [460.8/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.108] [lr 0.001697] [CE 4.144 (4.520)] [KD 4.712 (4.866)] 2024-10-13 23:49:57,966 - Train: 46.08% [576500/1251000] [460.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.001697] [CE 4.757 (4.601)] [KD 4.939 (4.853)] 2024-10-13 23:50:03,729 - Train: 46.09% [576550/1251000] [460.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001697] [CE 4.448 (4.609)] [KD 4.709 (4.898)] 2024-10-13 23:50:09,470 - Train: 46.09% [576600/1251000] [460.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001697] [CE 4.121 (4.563)] [KD 4.497 (4.869)] 2024-10-13 23:50:15,327 - Train: 46.10% [576650/1251000] [461.0/1000.0] [batch_t 0.111 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001697] [CE 4.794 (4.583)] [KD 4.855 (4.844)] 2024-10-13 23:50:20,955 - Train: 46.10% [576700/1251000] [461.0/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001697] [CE 4.770 (4.644)] [KD 4.913 (4.943)] 2024-10-13 23:50:27,054 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 32728] [top5_cnt 43359] [top_all 50000] 2024-10-13 23:50:27,054 - net: 65.456 (86.718) 2024-10-13 23:50:31,989 - Test (net_E): 100.00% [50/50] [batch_t 0.015 (0.091)] [top1_cnt 36626] [top5_cnt 45674] [top_all 50000] 2024-10-13 23:50:31,989 - net_E: 73.252 (91.348) 2024-10-13 23:50:32,138 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.252 (epoch: 461)] 2024-10-13 23:50:32,138 - ==> Total time: 20:07:04 Eta: 23:31:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:50:40,043 - Train: 46.10% [576750/1251000] [461.0/1000.0] [batch_t 0.112 (0.126)] [data_t 0.002] [optim_t 0.110] [lr 0.001696] [CE 4.277 (4.573)] [KD 4.722 (4.833)] 2024-10-13 23:50:45,717 - Train: 46.11% [576800/1251000] [461.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001696] [CE 4.604 (4.601)] [KD 4.937 (4.826)] 2024-10-13 23:50:51,684 - Train: 46.11% [576850/1251000] [461.1/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001696] [CE 4.350 (4.547)] [KD 4.781 (4.818)] 2024-10-13 23:50:57,313 - Train: 46.12% [576900/1251000] [461.2/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.001696] [CE 4.815 (4.518)] [KD 4.653 (4.796)] 2024-10-13 23:51:03,119 - Train: 46.12% [576950/1251000] [461.2/1000.0] [batch_t 0.116 (0.116)] [data_t 0.002] [optim_t 0.114] [lr 0.001696] [CE 4.487 (4.669)] [KD 4.766 (4.872)] 2024-10-13 23:51:08,967 - Train: 46.12% [577000/1251000] [461.2/1000.0] [batch_t 0.115 (0.117)] [data_t 0.003] [optim_t 0.112] [lr 0.001695] [CE 4.202 (4.605)] [KD 4.727 (4.852)] 2024-10-13 23:51:15,002 - Train: 46.13% [577050/1251000] [461.3/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.112] [lr 0.001695] [CE 4.431 (4.557)] [KD 4.767 (4.915)] 2024-10-13 23:51:20,812 - Train: 46.13% [577100/1251000] [461.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.003] [optim_t 0.110] [lr 0.001695] [CE 4.728 (4.599)] [KD 5.036 (4.890)] 2024-10-13 23:51:26,752 - Train: 46.14% [577150/1251000] [461.4/1000.0] [batch_t 0.116 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001695] [CE 4.722 (4.590)] [KD 4.966 (4.836)] 2024-10-13 23:51:32,392 - Train: 46.14% [577200/1251000] [461.4/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001695] [CE 4.708 (4.579)] [KD 4.709 (4.869)] 2024-10-13 23:51:38,145 - Train: 46.14% [577250/1251000] [461.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001694] [CE 4.856 (4.538)] [KD 5.170 (4.902)] 2024-10-13 23:51:44,018 - Train: 46.15% [577300/1251000] [461.5/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.001694] [CE 4.922 (4.573)] [KD 5.176 (4.936)] 2024-10-13 23:51:49,674 - Train: 46.15% [577350/1251000] [461.5/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001694] [CE 4.775 (4.582)] [KD 5.115 (4.978)] 2024-10-13 23:51:55,559 - Train: 46.16% [577400/1251000] [461.6/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.112] [lr 0.001694] [CE 4.673 (4.567)] [KD 4.943 (4.869)] 2024-10-13 23:52:01,306 - Train: 46.16% [577450/1251000] [461.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001694] [CE 4.686 (4.578)] [KD 5.024 (4.864)] 2024-10-13 23:52:07,044 - Train: 46.16% [577500/1251000] [461.6/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001694] [CE 5.304 (4.543)] [KD 5.055 (4.874)] 2024-10-13 23:52:12,894 - Train: 46.17% [577550/1251000] [461.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001693] [CE 4.566 (4.534)] [KD 4.798 (4.811)] 2024-10-13 23:52:18,722 - Train: 46.17% [577600/1251000] [461.7/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001693] [CE 4.203 (4.516)] [KD 4.671 (4.847)] 2024-10-13 23:52:24,392 - Train: 46.18% [577650/1251000] [461.8/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001693] [CE 4.340 (4.573)] [KD 4.628 (4.810)] 2024-10-13 23:52:30,262 - Train: 46.18% [577700/1251000] [461.8/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001693] [CE 4.226 (4.660)] [KD 4.569 (4.914)] 2024-10-13 23:52:35,917 - Train: 46.18% [577750/1251000] [461.8/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001693] [CE 4.389 (4.617)] [KD 4.863 (4.882)] 2024-10-13 23:52:41,693 - Train: 46.19% [577800/1251000] [461.9/1000.0] [batch_t 0.115 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001692] [CE 4.554 (4.498)] [KD 5.052 (4.852)] 2024-10-13 23:52:47,474 - Train: 46.19% [577850/1251000] [461.9/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001692] [CE 4.722 (4.585)] [KD 5.082 (4.833)] 2024-10-13 23:52:53,440 - Train: 46.20% [577900/1251000] [462.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001692] [CE 4.638 (4.557)] [KD 4.793 (4.881)] 2024-10-13 23:52:59,227 - Train: 46.20% [577950/1251000] [462.0/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001692] [CE 4.659 (4.559)] [KD 4.800 (4.848)] 2024-10-13 23:53:05,500 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33803] [top5_cnt 43994] [top_all 50000] 2024-10-13 23:53:05,501 - net: 67.606 (87.988) 2024-10-13 23:53:10,391 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36665] [top5_cnt 45657] [top_all 50000] 2024-10-13 23:53:10,392 - net_E: 73.330 (91.314) 2024-10-13 23:53:10,527 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.330 (epoch: 462)] 2024-10-13 23:53:10,527 - ==> Total time: 20:09:43 Eta: 23:28:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:53:18,059 - Train: 46.20% [578000/1251000] [462.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001692] [CE 4.606 (4.610)] [KD 4.875 (4.865)] 2024-10-13 23:53:23,654 - Train: 46.21% [578050/1251000] [462.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.110] [lr 0.001692] [CE 4.356 (4.578)] [KD 4.915 (4.976)] 2024-10-13 23:53:29,246 - Train: 46.21% [578100/1251000] [462.1/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001691] [CE 4.552 (4.546)] [KD 4.663 (4.841)] 2024-10-13 23:53:34,965 - Train: 46.22% [578150/1251000] [462.2/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001691] [CE 4.590 (4.598)] [KD 4.945 (4.913)] 2024-10-13 23:53:40,950 - Train: 46.22% [578200/1251000] [462.2/1000.0] [batch_t 0.111 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001691] [CE 4.259 (4.554)] [KD 4.611 (4.896)] 2024-10-13 23:53:46,898 - Train: 46.22% [578250/1251000] [462.2/1000.0] [batch_t 0.109 (0.119)] [data_t 0.003] [optim_t 0.107] [lr 0.001691] [CE 4.346 (4.573)] [KD 4.847 (4.871)] 2024-10-13 23:53:52,475 - Train: 46.23% [578300/1251000] [462.3/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001691] [CE 4.395 (4.587)] [KD 4.887 (4.857)] 2024-10-13 23:53:58,053 - Train: 46.23% [578350/1251000] [462.3/1000.0] [batch_t 0.112 (0.111)] [data_t 0.003] [optim_t 0.110] [lr 0.001690] [CE 4.558 (4.575)] [KD 4.891 (4.895)] 2024-10-13 23:54:03,771 - Train: 46.24% [578400/1251000] [462.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001690] [CE 4.631 (4.621)] [KD 4.880 (4.925)] 2024-10-13 23:54:09,469 - Train: 46.24% [578450/1251000] [462.4/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001690] [CE 4.276 (4.547)] [KD 4.545 (4.794)] 2024-10-13 23:54:15,304 - Train: 46.24% [578500/1251000] [462.4/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001690] [CE 4.473 (4.567)] [KD 4.584 (4.807)] 2024-10-13 23:54:21,099 - Train: 46.25% [578550/1251000] [462.5/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001690] [CE 4.791 (4.637)] [KD 5.257 (4.924)] 2024-10-13 23:54:26,682 - Train: 46.25% [578600/1251000] [462.5/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001690] [CE 4.616 (4.577)] [KD 4.770 (4.882)] 2024-10-13 23:54:32,373 - Train: 46.25% [578650/1251000] [462.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001689] [CE 4.617 (4.575)] [KD 4.991 (4.835)] 2024-10-13 23:54:38,056 - Train: 46.26% [578700/1251000] [462.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001689] [CE 4.208 (4.495)] [KD 4.753 (4.861)] 2024-10-13 23:54:43,753 - Train: 46.26% [578750/1251000] [462.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001689] [CE 4.944 (4.603)] [KD 5.083 (4.903)] 2024-10-13 23:54:49,611 - Train: 46.27% [578800/1251000] [462.7/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001689] [CE 4.588 (4.566)] [KD 5.025 (4.931)] 2024-10-13 23:54:55,309 - Train: 46.27% [578850/1251000] [462.7/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.001689] [CE 5.112 (4.621)] [KD 5.174 (4.914)] 2024-10-13 23:55:01,044 - Train: 46.27% [578900/1251000] [462.7/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001688] [CE 4.482 (4.483)] [KD 4.790 (4.826)] 2024-10-13 23:55:06,662 - Train: 46.28% [578950/1251000] [462.8/1000.0] [batch_t 0.115 (0.112)] [data_t 0.002] [optim_t 0.113] [lr 0.001688] [CE 4.764 (4.476)] [KD 5.110 (4.861)] 2024-10-13 23:55:12,412 - Train: 46.28% [579000/1251000] [462.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001688] [CE 4.589 (4.530)] [KD 4.755 (4.829)] 2024-10-13 23:55:18,227 - Train: 46.29% [579050/1251000] [462.9/1000.0] [batch_t 0.217 (0.116)] [data_t 0.003] [optim_t 0.215] [lr 0.001688] [CE 4.025 (4.581)] [KD 4.664 (4.897)] 2024-10-13 23:55:24,126 - Train: 46.29% [579100/1251000] [462.9/1000.0] [batch_t 0.111 (0.118)] [data_t 0.003] [optim_t 0.108] [lr 0.001688] [CE 4.209 (4.582)] [KD 4.776 (4.903)] 2024-10-13 23:55:29,712 - Train: 46.29% [579150/1251000] [462.9/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001687] [CE 4.722 (4.548)] [KD 5.187 (4.890)] 2024-10-13 23:55:35,304 - Train: 46.30% [579200/1251000] [463.0/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001687] [CE 4.661 (4.614)] [KD 4.782 (4.915)] 2024-10-13 23:55:41,664 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33085] [top5_cnt 43573] [top_all 50000] 2024-10-13 23:55:41,665 - net: 66.170 (87.146) 2024-10-13 23:55:46,570 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36645] [top5_cnt 45642] [top_all 50000] 2024-10-13 23:55:46,570 - net_E: 73.290 (91.284) 2024-10-13 23:55:46,720 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.330 (epoch: 462)] 2024-10-13 23:55:46,720 - ==> Total time: 20:12:19 Eta: 23:26:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:55:52,469 - Train: 46.30% [579250/1251000] [463.0/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.109] [lr 0.001687] [CE 4.331 (4.562)] [KD 4.781 (4.883)] 2024-10-13 23:55:58,025 - Train: 46.31% [579300/1251000] [463.1/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001687] [CE 4.545 (4.575)] [KD 4.879 (4.819)] 2024-10-13 23:56:03,923 - Train: 46.31% [579350/1251000] [463.1/1000.0] [batch_t 0.110 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001687] [CE 4.402 (4.567)] [KD 4.793 (4.787)] 2024-10-13 23:56:09,908 - Train: 46.31% [579400/1251000] [463.1/1000.0] [batch_t 0.112 (0.120)] [data_t 0.002] [optim_t 0.109] [lr 0.001687] [CE 4.004 (4.586)] [KD 4.397 (4.887)] 2024-10-13 23:56:15,609 - Train: 46.32% [579450/1251000] [463.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.001686] [CE 4.505 (4.567)] [KD 4.774 (4.862)] 2024-10-13 23:56:21,338 - Train: 46.32% [579500/1251000] [463.2/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001686] [CE 4.515 (4.596)] [KD 4.926 (4.849)] 2024-10-13 23:56:26,942 - Train: 46.33% [579550/1251000] [463.3/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001686] [CE 4.593 (4.570)] [KD 5.166 (4.872)] 2024-10-13 23:56:32,511 - Train: 46.33% [579600/1251000] [463.3/1000.0] [batch_t 0.111 (0.111)] [data_t 0.002] [optim_t 0.109] [lr 0.001686] [CE 5.154 (4.577)] [KD 5.527 (4.882)] 2024-10-13 23:56:38,240 - Train: 46.33% [579650/1251000] [463.3/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001686] [CE 4.712 (4.570)] [KD 4.960 (4.872)] 2024-10-13 23:56:44,013 - Train: 46.34% [579700/1251000] [463.4/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001685] [CE 4.013 (4.546)] [KD 4.432 (4.786)] 2024-10-13 23:56:49,711 - Train: 46.34% [579750/1251000] [463.4/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.001685] [CE 4.362 (4.598)] [KD 4.505 (4.855)] 2024-10-13 23:56:55,418 - Train: 46.35% [579800/1251000] [463.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001685] [CE 4.675 (4.520)] [KD 4.843 (4.808)] 2024-10-13 23:57:01,225 - Train: 46.35% [579850/1251000] [463.5/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001685] [CE 4.666 (4.628)] [KD 4.903 (4.925)] 2024-10-13 23:57:06,927 - Train: 46.35% [579900/1251000] [463.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001685] [CE 4.725 (4.555)] [KD 4.591 (4.842)] 2024-10-13 23:57:12,505 - Train: 46.36% [579950/1251000] [463.6/1000.0] [batch_t 0.113 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001684] [CE 4.558 (4.560)] [KD 4.812 (4.829)] 2024-10-13 23:57:18,296 - Train: 46.36% [580000/1251000] [463.6/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001684] [CE 4.759 (4.551)] [KD 5.276 (4.871)] 2024-10-13 23:57:24,024 - Train: 46.37% [580050/1251000] [463.7/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001684] [CE 4.695 (4.585)] [KD 4.903 (4.878)] 2024-10-13 23:57:29,634 - Train: 46.37% [580100/1251000] [463.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001684] [CE 4.689 (4.542)] [KD 4.740 (4.843)] 2024-10-13 23:57:35,229 - Train: 46.37% [580150/1251000] [463.7/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001684] [CE 4.201 (4.616)] [KD 4.479 (4.937)] 2024-10-13 23:57:41,079 - Train: 46.38% [580200/1251000] [463.8/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001684] [CE 4.742 (4.526)] [KD 5.002 (4.890)] 2024-10-13 23:57:47,019 - Train: 46.38% [580250/1251000] [463.8/1000.0] [batch_t 0.110 (0.119)] [data_t 0.002] [optim_t 0.108] [lr 0.001683] [CE 4.697 (4.614)] [KD 4.710 (4.878)] 2024-10-13 23:57:52,739 - Train: 46.39% [580300/1251000] [463.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001683] [CE 4.987 (4.574)] [KD 5.179 (4.925)] 2024-10-13 23:57:58,455 - Train: 46.39% [580350/1251000] [463.9/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.001683] [CE 4.520 (4.603)] [KD 5.042 (4.918)] 2024-10-13 23:58:04,061 - Train: 46.39% [580400/1251000] [463.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001683] [CE 5.078 (4.586)] [KD 5.292 (4.940)] 2024-10-13 23:58:09,777 - Train: 46.40% [580450/1251000] [464.0/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001683] [CE 4.817 (4.645)] [KD 5.096 (4.869)] 2024-10-13 23:58:16,133 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 33620] [top5_cnt 43920] [top_all 50000] 2024-10-13 23:58:16,133 - net: 67.240 (87.840) 2024-10-13 23:58:21,089 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36666] [top5_cnt 45633] [top_all 50000] 2024-10-13 23:58:21,089 - net_E: 73.332 (91.266) 2024-10-13 23:58:21,231 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.332 (epoch: 464)] 2024-10-13 23:58:21,231 - ==> Total time: 20:14:54 Eta: 23:23:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-13 23:58:29,304 - Train: 46.40% [580500/1251000] [464.0/1000.0] [batch_t 0.113 (0.124)] [data_t 0.003] [optim_t 0.110] [lr 0.001682] [CE 4.185 (4.580)] [KD 4.472 (4.860)] 2024-10-13 23:58:35,241 - Train: 46.41% [580550/1251000] [464.1/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.112] [lr 0.001682] [CE 4.430 (4.613)] [KD 4.818 (4.838)] 2024-10-13 23:58:41,133 - Train: 46.41% [580600/1251000] [464.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001682] [CE 4.529 (4.562)] [KD 4.609 (4.840)] 2024-10-13 23:58:46,916 - Train: 46.41% [580650/1251000] [464.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001682] [CE 4.635 (4.508)] [KD 4.884 (4.785)] 2024-10-13 23:58:52,541 - Train: 46.42% [580700/1251000] [464.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001682] [CE 4.038 (4.535)] [KD 4.795 (4.846)] 2024-10-13 23:58:58,471 - Train: 46.42% [580750/1251000] [464.2/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001682] [CE 4.320 (4.583)] [KD 4.584 (4.793)] 2024-10-13 23:59:04,127 - Train: 46.43% [580800/1251000] [464.3/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001681] [CE 4.783 (4.569)] [KD 4.974 (4.839)] 2024-10-13 23:59:09,976 - Train: 46.43% [580850/1251000] [464.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001681] [CE 4.476 (4.542)] [KD 4.926 (4.885)] 2024-10-13 23:59:15,820 - Train: 46.43% [580900/1251000] [464.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001681] [CE 4.762 (4.578)] [KD 4.679 (4.843)] 2024-10-13 23:59:21,449 - Train: 46.44% [580950/1251000] [464.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001681] [CE 4.913 (4.515)] [KD 4.953 (4.836)] 2024-10-13 23:59:27,217 - Train: 46.44% [581000/1251000] [464.4/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001681] [CE 4.556 (4.596)] [KD 4.872 (4.850)] 2024-10-13 23:59:33,094 - Train: 46.45% [581050/1251000] [464.5/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001680] [CE 5.262 (4.616)] [KD 5.285 (4.873)] 2024-10-13 23:59:38,739 - Train: 46.45% [581100/1251000] [464.5/1000.0] [batch_t 0.117 (0.113)] [data_t 0.002] [optim_t 0.114] [lr 0.001680] [CE 4.434 (4.541)] [KD 4.595 (4.845)] 2024-10-13 23:59:44,609 - Train: 46.45% [581150/1251000] [464.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001680] [CE 3.989 (4.586)] [KD 4.750 (4.869)] 2024-10-13 23:59:50,612 - Train: 46.46% [581200/1251000] [464.6/1000.0] [batch_t 0.117 (0.120)] [data_t 0.002] [optim_t 0.115] [lr 0.001680] [CE 4.223 (4.572)] [KD 4.722 (4.846)] 2024-10-13 23:59:56,224 - Train: 46.46% [581250/1251000] [464.6/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001680] [CE 4.832 (4.587)] [KD 5.025 (4.803)] 2024-10-14 00:00:01,978 - Train: 46.47% [581300/1251000] [464.7/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001679] [CE 4.296 (4.578)] [KD 4.446 (4.862)] 2024-10-14 00:00:07,690 - Train: 46.47% [581350/1251000] [464.7/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001679] [CE 4.517 (4.521)] [KD 4.974 (4.793)] 2024-10-14 00:00:13,525 - Train: 46.47% [581400/1251000] [464.7/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001679] [CE 4.852 (4.614)] [KD 4.830 (4.848)] 2024-10-14 00:00:19,616 - Train: 46.48% [581450/1251000] [464.8/1000.0] [batch_t 0.278 (0.122)] [data_t 0.002] [optim_t 0.276] [lr 0.001679] [CE 3.913 (4.593)] [KD 4.426 (4.862)] 2024-10-14 00:00:25,390 - Train: 46.48% [581500/1251000] [464.8/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001679] [CE 4.066 (4.524)] [KD 4.598 (4.802)] 2024-10-14 00:00:31,114 - Train: 46.49% [581550/1251000] [464.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001679] [CE 4.584 (4.574)] [KD 4.902 (4.862)] 2024-10-14 00:00:36,959 - Train: 46.49% [581600/1251000] [464.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001678] [CE 4.265 (4.537)] [KD 4.638 (4.784)] 2024-10-14 00:00:42,580 - Train: 46.49% [581650/1251000] [464.9/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001678] [CE 4.529 (4.603)] [KD 4.907 (4.912)] 2024-10-14 00:00:48,361 - Train: 46.50% [581700/1251000] [465.0/1000.0] [batch_t 0.122 (0.116)] [data_t 0.014] [optim_t 0.108] [lr 0.001678] [CE 4.476 (4.572)] [KD 4.802 (4.915)] 2024-10-14 00:00:54,777 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33797] [top5_cnt 44012] [top_all 50000] 2024-10-14 00:00:54,778 - net: 67.594 (88.024) 2024-10-14 00:00:59,646 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36674] [top5_cnt 45637] [top_all 50000] 2024-10-14 00:00:59,647 - net_E: 73.348 (91.274) 2024-10-14 00:00:59,795 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.348 (epoch: 465)] 2024-10-14 00:00:59,795 - ==> Total time: 20:17:32 Eta: 23:20:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:01:11,195 - Train: 46.50% [581750/1251000] [465.0/1000.0] [batch_t 0.114 (0.124)] [data_t 0.003] [optim_t 0.111] [lr 0.001678] [CE 4.681 (4.549)] [KD 4.737 (4.768)] 2024-10-14 00:01:16,959 - Train: 46.51% [581800/1251000] [465.1/1000.0] [batch_t 0.111 (0.115)] [data_t 0.003] [optim_t 0.108] [lr 0.001678] [CE 3.859 (4.486)] [KD 4.566 (4.755)] 2024-10-14 00:01:22,821 - Train: 46.51% [581850/1251000] [465.1/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001677] [CE 4.291 (4.587)] [KD 4.757 (4.885)] 2024-10-14 00:01:28,412 - Train: 46.51% [581900/1251000] [465.1/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001677] [CE 4.746 (4.548)] [KD 4.893 (4.797)] 2024-10-14 00:01:34,428 - Train: 46.52% [581950/1251000] [465.2/1000.0] [batch_t 0.111 (0.120)] [data_t 0.003] [optim_t 0.109] [lr 0.001677] [CE 4.024 (4.607)] [KD 4.650 (4.887)] 2024-10-14 00:01:40,055 - Train: 46.52% [582000/1251000] [465.2/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001677] [CE 4.432 (4.614)] [KD 4.698 (4.915)] 2024-10-14 00:01:45,890 - Train: 46.53% [582050/1251000] [465.3/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001677] [CE 4.441 (4.581)] [KD 4.675 (4.886)] 2024-10-14 00:01:51,608 - Train: 46.53% [582100/1251000] [465.3/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.113] [lr 0.001677] [CE 4.444 (4.545)] [KD 4.984 (4.889)] 2024-10-14 00:01:57,454 - Train: 46.53% [582150/1251000] [465.3/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001676] [CE 4.211 (4.543)] [KD 4.644 (4.832)] 2024-10-14 00:02:03,628 - Train: 46.54% [582200/1251000] [465.4/1000.0] [batch_t 0.117 (0.123)] [data_t 0.002] [optim_t 0.114] [lr 0.001676] [CE 5.068 (4.541)] [KD 5.171 (4.781)] 2024-10-14 00:02:09,481 - Train: 46.54% [582250/1251000] [465.4/1000.0] [batch_t 0.220 (0.117)] [data_t 0.002] [optim_t 0.217] [lr 0.001676] [CE 4.302 (4.533)] [KD 4.565 (4.844)] 2024-10-14 00:02:15,164 - Train: 46.55% [582300/1251000] [465.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.001676] [CE 4.391 (4.561)] [KD 5.162 (4.931)] 2024-10-14 00:02:20,996 - Train: 46.55% [582350/1251000] [465.5/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001676] [CE 4.844 (4.563)] [KD 4.940 (4.857)] 2024-10-14 00:02:26,905 - Train: 46.55% [582400/1251000] [465.5/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001675] [CE 4.446 (4.541)] [KD 4.778 (4.790)] 2024-10-14 00:02:32,710 - Train: 46.56% [582450/1251000] [465.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001675] [CE 4.395 (4.568)] [KD 4.712 (4.877)] 2024-10-14 00:02:38,524 - Train: 46.56% [582500/1251000] [465.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001675] [CE 4.738 (4.532)] [KD 5.002 (4.878)] 2024-10-14 00:02:44,200 - Train: 46.57% [582550/1251000] [465.7/1000.0] [batch_t 0.114 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001675] [CE 4.405 (4.599)] [KD 4.897 (4.928)] 2024-10-14 00:02:50,170 - Train: 46.57% [582600/1251000] [465.7/1000.0] [batch_t 0.308 (0.119)] [data_t 0.002] [optim_t 0.305] [lr 0.001675] [CE 4.115 (4.580)] [KD 4.597 (4.951)] 2024-10-14 00:02:55,849 - Train: 46.57% [582650/1251000] [465.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001674] [CE 4.280 (4.550)] [KD 4.596 (4.878)] 2024-10-14 00:03:01,718 - Train: 46.58% [582700/1251000] [465.8/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001674] [CE 4.854 (4.609)] [KD 5.100 (4.935)] 2024-10-14 00:03:07,612 - Train: 46.58% [582750/1251000] [465.8/1000.0] [batch_t 0.113 (0.118)] [data_t 0.003] [optim_t 0.111] [lr 0.001674] [CE 4.497 (4.628)] [KD 5.111 (4.848)] 2024-10-14 00:03:13,562 - Train: 46.59% [582800/1251000] [465.9/1000.0] [batch_t 0.115 (0.119)] [data_t 0.002] [optim_t 0.113] [lr 0.001674] [CE 4.141 (4.617)] [KD 4.929 (4.829)] 2024-10-14 00:03:19,262 - Train: 46.59% [582850/1251000] [465.9/1000.0] [batch_t 0.115 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001674] [CE 4.525 (4.531)] [KD 4.802 (4.855)] 2024-10-14 00:03:25,118 - Train: 46.59% [582900/1251000] [465.9/1000.0] [batch_t 0.117 (0.117)] [data_t 0.002] [optim_t 0.115] [lr 0.001674] [CE 5.060 (4.576)] [KD 5.393 (4.892)] 2024-10-14 00:03:30,842 - Train: 46.60% [582950/1251000] [466.0/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001673] [CE 4.823 (4.534)] [KD 5.037 (4.886)] 2024-10-14 00:03:37,597 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.093)] [top1_cnt 33552] [top5_cnt 43867] [top_all 50000] 2024-10-14 00:03:37,598 - net: 67.104 (87.734) 2024-10-14 00:03:42,510 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36725] [top5_cnt 45649] [top_all 50000] 2024-10-14 00:03:42,510 - net_E: 73.450 (91.298) 2024-10-14 00:03:42,650 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:03:42,650 - ==> Total time: 20:20:15 Eta: 23:18:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:03:50,006 - Train: 46.60% [583000/1251000] [466.0/1000.0] [batch_t 0.112 (0.125)] [data_t 0.002] [optim_t 0.110] [lr 0.001673] [CE 4.738 (4.576)] [KD 4.850 (4.807)] 2024-10-14 00:03:55,830 - Train: 46.61% [583050/1251000] [466.1/1000.0] [batch_t 0.115 (0.116)] [data_t 0.002] [optim_t 0.113] [lr 0.001673] [CE 4.727 (4.566)] [KD 4.669 (4.869)] 2024-10-14 00:04:01,748 - Train: 46.61% [583100/1251000] [466.1/1000.0] [batch_t 0.119 (0.118)] [data_t 0.003] [optim_t 0.116] [lr 0.001673] [CE 4.062 (4.579)] [KD 4.534 (4.852)] 2024-10-14 00:04:07,535 - Train: 46.61% [583150/1251000] [466.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001673] [CE 4.411 (4.537)] [KD 4.991 (4.886)] 2024-10-14 00:04:13,203 - Train: 46.62% [583200/1251000] [466.2/1000.0] [batch_t 0.111 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001672] [CE 4.543 (4.521)] [KD 4.950 (4.868)] 2024-10-14 00:04:18,974 - Train: 46.62% [583250/1251000] [466.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001672] [CE 5.115 (4.578)] [KD 5.244 (4.903)] 2024-10-14 00:04:24,637 - Train: 46.63% [583300/1251000] [466.3/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001672] [CE 4.282 (4.534)] [KD 4.634 (4.793)] 2024-10-14 00:04:30,521 - Train: 46.63% [583350/1251000] [466.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001672] [CE 5.017 (4.566)] [KD 5.007 (4.793)] 2024-10-14 00:04:36,320 - Train: 46.63% [583400/1251000] [466.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001672] [CE 4.671 (4.596)] [KD 4.877 (4.909)] 2024-10-14 00:04:42,257 - Train: 46.64% [583450/1251000] [466.4/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001672] [CE 4.452 (4.537)] [KD 4.696 (4.775)] 2024-10-14 00:04:48,063 - Train: 46.64% [583500/1251000] [466.4/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001671] [CE 4.926 (4.586)] [KD 5.157 (4.902)] 2024-10-14 00:04:53,733 - Train: 46.65% [583550/1251000] [466.5/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001671] [CE 4.699 (4.530)] [KD 4.940 (4.853)] 2024-10-14 00:04:59,512 - Train: 46.65% [583600/1251000] [466.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001671] [CE 4.585 (4.634)] [KD 4.613 (4.882)] 2024-10-14 00:05:05,267 - Train: 46.65% [583650/1251000] [466.5/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001671] [CE 4.538 (4.581)] [KD 4.858 (4.840)] 2024-10-14 00:05:11,065 - Train: 46.66% [583700/1251000] [466.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001671] [CE 4.912 (4.615)] [KD 5.363 (4.890)] 2024-10-14 00:05:16,830 - Train: 46.66% [583750/1251000] [466.6/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001670] [CE 4.543 (4.573)] [KD 4.780 (4.897)] 2024-10-14 00:05:22,575 - Train: 46.67% [583800/1251000] [466.7/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.112] [lr 0.001670] [CE 4.838 (4.547)] [KD 4.839 (4.823)] 2024-10-14 00:05:28,210 - Train: 46.67% [583850/1251000] [466.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001670] [CE 5.028 (4.621)] [KD 5.366 (4.893)] 2024-10-14 00:05:34,114 - Train: 46.67% [583900/1251000] [466.7/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001670] [CE 4.334 (4.547)] [KD 4.647 (4.874)] 2024-10-14 00:05:40,054 - Train: 46.68% [583950/1251000] [466.8/1000.0] [batch_t 0.117 (0.119)] [data_t 0.002] [optim_t 0.114] [lr 0.001670] [CE 4.443 (4.556)] [KD 4.757 (4.871)] 2024-10-14 00:05:45,917 - Train: 46.68% [584000/1251000] [466.8/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001669] [CE 4.564 (4.568)] [KD 5.093 (4.902)] 2024-10-14 00:05:51,597 - Train: 46.69% [584050/1251000] [466.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001669] [CE 4.950 (4.682)] [KD 5.314 (5.016)] 2024-10-14 00:05:57,295 - Train: 46.69% [584100/1251000] [466.9/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001669] [CE 4.544 (4.575)] [KD 5.118 (4.886)] 2024-10-14 00:06:03,127 - Train: 46.69% [584150/1251000] [466.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.113] [lr 0.001669] [CE 4.414 (4.537)] [KD 4.959 (4.842)] 2024-10-14 00:06:09,061 - Train: 46.70% [584200/1251000] [467.0/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001669] [CE 4.828 (4.581)] [KD 5.172 (4.905)] 2024-10-14 00:06:15,772 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33269] [top5_cnt 43648] [top_all 50000] 2024-10-14 00:06:15,772 - net: 66.538 (87.296) 2024-10-14 00:06:20,656 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36703] [top5_cnt 45637] [top_all 50000] 2024-10-14 00:06:20,657 - net_E: 73.406 (91.274) 2024-10-14 00:06:20,803 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:06:20,804 - ==> Total time: 20:22:53 Eta: 23:15:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:06:26,446 - Train: 46.70% [584250/1251000] [467.0/1000.0] [batch_t 0.113 (0.137)] [data_t 0.002] [optim_t 0.110] [lr 0.001669] [CE 4.562 (4.542)] [KD 4.888 (4.890)] 2024-10-14 00:06:32,346 - Train: 46.71% [584300/1251000] [467.1/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001668] [CE 4.456 (4.592)] [KD 4.903 (4.811)] 2024-10-14 00:06:37,968 - Train: 46.71% [584350/1251000] [467.1/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001668] [CE 4.478 (4.577)] [KD 4.880 (4.832)] 2024-10-14 00:06:43,573 - Train: 46.71% [584400/1251000] [467.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001668] [CE 4.650 (4.559)] [KD 4.945 (4.823)] 2024-10-14 00:06:49,197 - Train: 46.72% [584450/1251000] [467.2/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001668] [CE 5.078 (4.468)] [KD 4.732 (4.756)] 2024-10-14 00:06:54,841 - Train: 46.72% [584500/1251000] [467.2/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001668] [CE 4.882 (4.523)] [KD 4.793 (4.823)] 2024-10-14 00:07:00,978 - Train: 46.73% [584550/1251000] [467.3/1000.0] [batch_t 0.111 (0.123)] [data_t 0.002] [optim_t 0.108] [lr 0.001667] [CE 4.324 (4.574)] [KD 4.685 (4.889)] 2024-10-14 00:07:06,952 - Train: 46.73% [584600/1251000] [467.3/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001667] [CE 4.314 (4.564)] [KD 4.617 (4.832)] 2024-10-14 00:07:12,580 - Train: 46.73% [584650/1251000] [467.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001667] [CE 4.543 (4.574)] [KD 4.922 (4.900)] 2024-10-14 00:07:18,208 - Train: 46.74% [584700/1251000] [467.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001667] [CE 5.109 (4.569)] [KD 4.999 (4.840)] 2024-10-14 00:07:23,823 - Train: 46.74% [584750/1251000] [467.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001667] [CE 4.946 (4.533)] [KD 5.020 (4.887)] 2024-10-14 00:07:29,519 - Train: 46.75% [584800/1251000] [467.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.001667] [CE 4.691 (4.549)] [KD 5.095 (4.904)] 2024-10-14 00:07:35,241 - Train: 46.75% [584850/1251000] [467.5/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.001666] [CE 4.389 (4.510)] [KD 5.102 (4.844)] 2024-10-14 00:07:40,924 - Train: 46.75% [584900/1251000] [467.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001666] [CE 4.247 (4.606)] [KD 4.426 (4.911)] 2024-10-14 00:07:46,682 - Train: 46.76% [584950/1251000] [467.6/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001666] [CE 4.659 (4.582)] [KD 4.932 (4.802)] 2024-10-14 00:07:52,686 - Train: 46.76% [585000/1251000] [467.6/1000.0] [batch_t 0.113 (0.120)] [data_t 0.003] [optim_t 0.111] [lr 0.001666] [CE 4.422 (4.549)] [KD 4.747 (4.862)] 2024-10-14 00:07:58,308 - Train: 46.77% [585050/1251000] [467.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001666] [CE 4.253 (4.619)] [KD 4.713 (4.949)] 2024-10-14 00:08:04,027 - Train: 46.77% [585100/1251000] [467.7/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001665] [CE 4.344 (4.585)] [KD 4.654 (4.875)] 2024-10-14 00:08:09,860 - Train: 46.77% [585150/1251000] [467.7/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001665] [CE 4.513 (4.549)] [KD 4.675 (4.868)] 2024-10-14 00:08:15,612 - Train: 46.78% [585200/1251000] [467.8/1000.0] [batch_t 0.115 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001665] [CE 4.845 (4.584)] [KD 5.102 (4.869)] 2024-10-14 00:08:21,257 - Train: 46.78% [585250/1251000] [467.8/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001665] [CE 4.839 (4.630)] [KD 4.772 (4.908)] 2024-10-14 00:08:26,888 - Train: 46.79% [585300/1251000] [467.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001665] [CE 4.598 (4.595)] [KD 4.734 (4.897)] 2024-10-14 00:08:32,517 - Train: 46.79% [585350/1251000] [467.9/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001664] [CE 4.858 (4.641)] [KD 4.832 (4.892)] 2024-10-14 00:08:38,388 - Train: 46.79% [585400/1251000] [467.9/1000.0] [batch_t 0.110 (0.117)] [data_t 0.002] [optim_t 0.107] [lr 0.001664] [CE 5.088 (4.589)] [KD 5.148 (4.897)] 2024-10-14 00:08:44,475 - Train: 46.80% [585450/1251000] [468.0/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.001664] [CE 4.801 (4.586)] [KD 4.843 (4.855)] 2024-10-14 00:08:51,269 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 33308] [top5_cnt 43721] [top_all 50000] 2024-10-14 00:08:51,269 - net: 66.616 (87.442) 2024-10-14 00:08:56,134 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 36681] [top5_cnt 45605] [top_all 50000] 2024-10-14 00:08:56,135 - net_E: 73.362 (91.210) 2024-10-14 00:08:56,264 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:08:56,264 - ==> Total time: 20:25:29 Eta: 23:13:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:09:01,783 - Train: 46.80% [585500/1251000] [468.0/1000.0] [batch_t 0.114 (0.131)] [data_t 0.002] [optim_t 0.111] [lr 0.001664] [CE 4.647 (4.599)] [KD 5.130 (4.880)] 2024-10-14 00:09:07,449 - Train: 46.81% [585550/1251000] [468.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001664] [CE 4.413 (4.578)] [KD 4.729 (4.732)] 2024-10-14 00:09:13,227 - Train: 46.81% [585600/1251000] [468.1/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.107] [lr 0.001664] [CE 5.115 (4.595)] [KD 5.080 (4.831)] 2024-10-14 00:09:18,846 - Train: 46.81% [585650/1251000] [468.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001663] [CE 4.622 (4.589)] [KD 4.881 (4.854)] 2024-10-14 00:09:24,501 - Train: 46.82% [585700/1251000] [468.2/1000.0] [batch_t 0.115 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001663] [CE 4.758 (4.625)] [KD 4.820 (4.848)] 2024-10-14 00:09:30,442 - Train: 46.82% [585750/1251000] [468.2/1000.0] [batch_t 0.118 (0.119)] [data_t 0.002] [optim_t 0.115] [lr 0.001663] [CE 4.363 (4.588)] [KD 4.605 (4.851)] 2024-10-14 00:09:36,082 - Train: 46.83% [585800/1251000] [468.3/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001663] [CE 4.351 (4.595)] [KD 4.378 (4.799)] 2024-10-14 00:09:42,257 - Train: 46.83% [585850/1251000] [468.3/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.001663] [CE 4.362 (4.494)] [KD 4.594 (4.742)] 2024-10-14 00:09:47,871 - Train: 46.83% [585900/1251000] [468.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001662] [CE 4.550 (4.599)] [KD 4.990 (4.869)] 2024-10-14 00:09:53,618 - Train: 46.84% [585950/1251000] [468.4/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001662] [CE 4.709 (4.598)] [KD 4.944 (4.834)] 2024-10-14 00:09:59,345 - Train: 46.84% [586000/1251000] [468.4/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001662] [CE 4.691 (4.510)] [KD 4.837 (4.826)] 2024-10-14 00:10:05,063 - Train: 46.85% [586050/1251000] [468.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001662] [CE 4.783 (4.618)] [KD 4.988 (4.834)] 2024-10-14 00:10:10,671 - Train: 46.85% [586100/1251000] [468.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001662] [CE 4.518 (4.506)] [KD 4.755 (4.841)] 2024-10-14 00:10:16,294 - Train: 46.85% [586150/1251000] [468.5/1000.0] [batch_t 0.116 (0.112)] [data_t 0.002] [optim_t 0.113] [lr 0.001662] [CE 4.593 (4.636)] [KD 4.524 (4.839)] 2024-10-14 00:10:22,075 - Train: 46.86% [586200/1251000] [468.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001661] [CE 4.736 (4.615)] [KD 4.838 (4.870)] 2024-10-14 00:10:27,977 - Train: 46.86% [586250/1251000] [468.6/1000.0] [batch_t 0.234 (0.118)] [data_t 0.002] [optim_t 0.231] [lr 0.001661] [CE 4.643 (4.606)] [KD 5.203 (4.923)] 2024-10-14 00:10:33,905 - Train: 46.87% [586300/1251000] [468.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.002] [optim_t 0.113] [lr 0.001661] [CE 4.274 (4.596)] [KD 4.673 (4.970)] 2024-10-14 00:10:39,818 - Train: 46.87% [586350/1251000] [468.7/1000.0] [batch_t 0.115 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.001661] [CE 4.850 (4.668)] [KD 5.013 (4.938)] 2024-10-14 00:10:45,462 - Train: 46.87% [586400/1251000] [468.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001661] [CE 4.847 (4.594)] [KD 4.787 (4.923)] 2024-10-14 00:10:51,183 - Train: 46.88% [586450/1251000] [468.8/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001660] [CE 4.629 (4.550)] [KD 5.003 (4.875)] 2024-10-14 00:10:56,800 - Train: 46.88% [586500/1251000] [468.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001660] [CE 5.014 (4.580)] [KD 5.299 (4.880)] 2024-10-14 00:11:02,422 - Train: 46.89% [586550/1251000] [468.9/1000.0] [batch_t 0.113 (0.112)] [data_t 0.003] [optim_t 0.111] [lr 0.001660] [CE 4.142 (4.676)] [KD 4.761 (4.935)] 2024-10-14 00:11:08,218 - Train: 46.89% [586600/1251000] [468.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001660] [CE 4.470 (4.508)] [KD 4.747 (4.813)] 2024-10-14 00:11:13,843 - Train: 46.89% [586650/1251000] [468.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001660] [CE 4.587 (4.564)] [KD 5.150 (4.864)] 2024-10-14 00:11:19,959 - Train: 46.90% [586700/1251000] [469.0/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.001659] [CE 4.560 (4.569)] [KD 4.793 (4.886)] 2024-10-14 00:11:26,803 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.090)] [top1_cnt 33691] [top5_cnt 44003] [top_all 50000] 2024-10-14 00:11:26,804 - net: 67.382 (88.006) 2024-10-14 00:11:31,631 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.089)] [top1_cnt 36669] [top5_cnt 45643] [top_all 50000] 2024-10-14 00:11:31,632 - net_E: 73.338 (91.286) 2024-10-14 00:11:31,774 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:11:31,774 - ==> Total time: 20:28:04 Eta: 23:10:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:11:37,137 - Train: 46.90% [586750/1251000] [469.0/1000.0] [batch_t 0.112 (0.137)] [data_t 0.002] [optim_t 0.110] [lr 0.001659] [CE 5.173 (4.565)] [KD 5.220 (4.827)] 2024-10-14 00:11:42,940 - Train: 46.91% [586800/1251000] [469.1/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001659] [CE 4.771 (4.575)] [KD 4.842 (4.818)] 2024-10-14 00:11:48,591 - Train: 46.91% [586850/1251000] [469.1/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001659] [CE 4.841 (4.624)] [KD 5.069 (4.869)] 2024-10-14 00:11:54,219 - Train: 46.91% [586900/1251000] [469.1/1000.0] [batch_t 0.112 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.001659] [CE 4.387 (4.559)] [KD 4.772 (4.846)] 2024-10-14 00:11:59,858 - Train: 46.92% [586950/1251000] [469.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001659] [CE 4.572 (4.593)] [KD 4.552 (4.798)] 2024-10-14 00:12:05,818 - Train: 46.92% [587000/1251000] [469.2/1000.0] [batch_t 0.112 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001658] [CE 4.426 (4.509)] [KD 4.750 (4.787)] 2024-10-14 00:12:11,533 - Train: 46.93% [587050/1251000] [469.3/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001658] [CE 4.925 (4.546)] [KD 5.397 (4.876)] 2024-10-14 00:12:17,458 - Train: 46.93% [587100/1251000] [469.3/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001658] [CE 4.609 (4.514)] [KD 4.929 (4.926)] 2024-10-14 00:12:23,255 - Train: 46.93% [587150/1251000] [469.3/1000.0] [batch_t 0.112 (0.116)] [data_t 0.003] [optim_t 0.109] [lr 0.001658] [CE 4.070 (4.566)] [KD 4.640 (4.908)] 2024-10-14 00:12:29,123 - Train: 46.94% [587200/1251000] [469.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.001658] [CE 4.535 (4.582)] [KD 4.655 (4.821)] 2024-10-14 00:12:34,791 - Train: 46.94% [587250/1251000] [469.4/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001657] [CE 3.989 (4.508)] [KD 4.834 (4.834)] 2024-10-14 00:12:40,512 - Train: 46.95% [587300/1251000] [469.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001657] [CE 4.736 (4.575)] [KD 4.825 (4.874)] 2024-10-14 00:12:46,254 - Train: 46.95% [587350/1251000] [469.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.003] [optim_t 0.112] [lr 0.001657] [CE 4.694 (4.566)] [KD 4.895 (4.846)] 2024-10-14 00:12:52,031 - Train: 46.95% [587400/1251000] [469.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001657] [CE 4.830 (4.632)] [KD 4.767 (4.892)] 2024-10-14 00:12:57,676 - Train: 46.96% [587450/1251000] [469.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.111] [lr 0.001657] [CE 4.861 (4.498)] [KD 4.893 (4.747)] 2024-10-14 00:13:03,309 - Train: 46.96% [587500/1251000] [469.6/1000.0] [batch_t 0.115 (0.113)] [data_t 0.003] [optim_t 0.112] [lr 0.001656] [CE 4.946 (4.530)] [KD 5.126 (4.783)] 2024-10-14 00:13:09,429 - Train: 46.97% [587550/1251000] [469.7/1000.0] [batch_t 0.112 (0.122)] [data_t 0.003] [optim_t 0.110] [lr 0.001656] [CE 4.740 (4.545)] [KD 5.106 (4.845)] 2024-10-14 00:13:15,294 - Train: 46.97% [587600/1251000] [469.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001656] [CE 4.569 (4.524)] [KD 4.540 (4.793)] 2024-10-14 00:13:21,054 - Train: 46.97% [587650/1251000] [469.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001656] [CE 4.630 (4.535)] [KD 4.901 (4.885)] 2024-10-14 00:13:26,693 - Train: 46.98% [587700/1251000] [469.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001656] [CE 4.525 (4.593)] [KD 4.916 (4.941)] 2024-10-14 00:13:32,363 - Train: 46.98% [587750/1251000] [469.8/1000.0] [batch_t 0.112 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001656] [CE 4.455 (4.599)] [KD 4.943 (4.865)] 2024-10-14 00:13:38,011 - Train: 46.99% [587800/1251000] [469.9/1000.0] [batch_t 0.113 (0.113)] [data_t 0.003] [optim_t 0.110] [lr 0.001655] [CE 4.686 (4.581)] [KD 4.990 (4.877)] 2024-10-14 00:13:43,881 - Train: 46.99% [587850/1251000] [469.9/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001655] [CE 4.821 (4.578)] [KD 4.812 (4.872)] 2024-10-14 00:13:49,618 - Train: 46.99% [587900/1251000] [469.9/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001655] [CE 4.741 (4.606)] [KD 4.745 (4.894)] 2024-10-14 00:13:55,520 - Train: 47.00% [587950/1251000] [470.0/1000.0] [batch_t 0.117 (0.118)] [data_t 0.003] [optim_t 0.114] [lr 0.001655] [CE 4.085 (4.558)] [KD 4.491 (4.857)] 2024-10-14 00:14:02,726 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33580] [top5_cnt 43842] [top_all 50000] 2024-10-14 00:14:02,727 - net: 67.160 (87.684) 2024-10-14 00:14:07,598 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36655] [top5_cnt 45649] [top_all 50000] 2024-10-14 00:14:07,599 - net_E: 73.310 (91.298) 2024-10-14 00:14:07,711 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:14:07,711 - ==> Total time: 20:30:40 Eta: 23:07:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:14:12,713 - Train: 47.00% [588000/1251000] [470.0/1000.0] [batch_t 0.113 (0.131)] [data_t 0.002] [optim_t 0.111] [lr 0.001655] [CE 4.435 (4.575)] [KD 4.766 (4.889)] 2024-10-14 00:14:18,447 - Train: 47.01% [588050/1251000] [470.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.109] [lr 0.001654] [CE 4.615 (4.508)] [KD 4.962 (4.792)] 2024-10-14 00:14:24,056 - Train: 47.01% [588100/1251000] [470.1/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001654] [CE 4.940 (4.583)] [KD 5.043 (4.838)] 2024-10-14 00:14:29,677 - Train: 47.01% [588150/1251000] [470.1/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001654] [CE 4.220 (4.595)] [KD 4.490 (4.798)] 2024-10-14 00:14:35,543 - Train: 47.02% [588200/1251000] [470.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001654] [CE 4.685 (4.453)] [KD 4.727 (4.789)] 2024-10-14 00:14:41,440 - Train: 47.02% [588250/1251000] [470.2/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.108] [lr 0.001654] [CE 5.051 (4.607)] [KD 4.929 (4.833)] 2024-10-14 00:14:47,165 - Train: 47.03% [588300/1251000] [470.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.001654] [CE 4.570 (4.504)] [KD 4.606 (4.894)] 2024-10-14 00:14:52,938 - Train: 47.03% [588350/1251000] [470.3/1000.0] [batch_t 0.272 (0.115)] [data_t 0.002] [optim_t 0.269] [lr 0.001653] [CE 4.534 (4.561)] [KD 4.726 (4.821)] 2024-10-14 00:14:58,837 - Train: 47.03% [588400/1251000] [470.3/1000.0] [batch_t 0.111 (0.118)] [data_t 0.003] [optim_t 0.108] [lr 0.001653] [CE 4.409 (4.652)] [KD 4.668 (4.848)] 2024-10-14 00:15:04,655 - Train: 47.04% [588450/1251000] [470.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001653] [CE 4.325 (4.518)] [KD 4.854 (4.836)] 2024-10-14 00:15:10,275 - Train: 47.04% [588500/1251000] [470.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001653] [CE 4.791 (4.518)] [KD 5.043 (4.870)] 2024-10-14 00:15:15,998 - Train: 47.05% [588550/1251000] [470.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.110] [lr 0.001653] [CE 4.387 (4.514)] [KD 4.497 (4.776)] 2024-10-14 00:15:21,742 - Train: 47.05% [588600/1251000] [470.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001652] [CE 5.071 (4.516)] [KD 5.119 (4.828)] 2024-10-14 00:15:27,480 - Train: 47.05% [588650/1251000] [470.5/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001652] [CE 4.773 (4.497)] [KD 4.785 (4.810)] 2024-10-14 00:15:33,120 - Train: 47.06% [588700/1251000] [470.6/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001652] [CE 4.453 (4.663)] [KD 4.891 (4.899)] 2024-10-14 00:15:38,949 - Train: 47.06% [588750/1251000] [470.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001652] [CE 4.454 (4.506)] [KD 5.186 (4.793)] 2024-10-14 00:15:44,923 - Train: 47.07% [588800/1251000] [470.7/1000.0] [batch_t 0.111 (0.119)] [data_t 0.002] [optim_t 0.109] [lr 0.001652] [CE 4.664 (4.510)] [KD 4.899 (4.783)] 2024-10-14 00:15:50,654 - Train: 47.07% [588850/1251000] [470.7/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001651] [CE 4.333 (4.566)] [KD 4.729 (4.822)] 2024-10-14 00:15:56,410 - Train: 47.07% [588900/1251000] [470.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001651] [CE 4.545 (4.593)] [KD 5.021 (4.850)] 2024-10-14 00:16:02,127 - Train: 47.08% [588950/1251000] [470.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001651] [CE 4.799 (4.529)] [KD 4.970 (4.827)] 2024-10-14 00:16:07,749 - Train: 47.08% [589000/1251000] [470.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001651] [CE 4.609 (4.572)] [KD 4.690 (4.882)] 2024-10-14 00:16:13,586 - Train: 47.09% [589050/1251000] [470.9/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001651] [CE 4.948 (4.488)] [KD 5.216 (4.827)] 2024-10-14 00:16:19,315 - Train: 47.09% [589100/1251000] [470.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001651] [CE 4.407 (4.579)] [KD 4.715 (4.836)] 2024-10-14 00:16:25,086 - Train: 47.09% [589150/1251000] [470.9/1000.0] [batch_t 0.210 (0.115)] [data_t 0.002] [optim_t 0.208] [lr 0.001650] [CE 4.356 (4.573)] [KD 4.994 (4.825)] 2024-10-14 00:16:30,837 - Train: 47.10% [589200/1251000] [471.0/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001650] [CE 4.712 (4.549)] [KD 5.058 (4.797)] 2024-10-14 00:16:38,158 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33439] [top5_cnt 43730] [top_all 50000] 2024-10-14 00:16:38,159 - net: 66.878 (87.460) 2024-10-14 00:16:43,059 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36698] [top5_cnt 45632] [top_all 50000] 2024-10-14 00:16:43,059 - net_E: 73.396 (91.264) 2024-10-14 00:16:43,174 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:16:43,175 - ==> Total time: 20:33:15 Eta: 23:05:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:16:48,028 - Train: 47.10% [589250/1251000] [471.0/1000.0] [batch_t 0.113 (0.128)] [data_t 0.002] [optim_t 0.110] [lr 0.001650] [CE 4.441 (4.627)] [KD 4.659 (4.816)] 2024-10-14 00:16:53,661 - Train: 47.11% [589300/1251000] [471.1/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.108] [lr 0.001650] [CE 4.041 (4.530)] [KD 4.899 (4.749)] 2024-10-14 00:16:59,542 - Train: 47.11% [589350/1251000] [471.1/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001650] [CE 4.550 (4.488)] [KD 4.766 (4.768)] 2024-10-14 00:17:05,290 - Train: 47.11% [589400/1251000] [471.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001649] [CE 4.403 (4.606)] [KD 4.839 (4.841)] 2024-10-14 00:17:10,905 - Train: 47.12% [589450/1251000] [471.2/1000.0] [batch_t 0.115 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001649] [CE 4.095 (4.577)] [KD 4.569 (4.738)] 2024-10-14 00:17:16,630 - Train: 47.12% [589500/1251000] [471.2/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001649] [CE 4.299 (4.520)] [KD 4.764 (4.802)] 2024-10-14 00:17:22,485 - Train: 47.13% [589550/1251000] [471.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001649] [CE 4.896 (4.543)] [KD 5.079 (4.829)] 2024-10-14 00:17:28,085 - Train: 47.13% [589600/1251000] [471.3/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001649] [CE 4.168 (4.566)] [KD 4.614 (4.857)] 2024-10-14 00:17:33,949 - Train: 47.13% [589650/1251000] [471.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001649] [CE 4.513 (4.537)] [KD 5.037 (4.861)] 2024-10-14 00:17:39,638 - Train: 47.14% [589700/1251000] [471.4/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001648] [CE 4.895 (4.587)] [KD 5.048 (4.903)] 2024-10-14 00:17:45,255 - Train: 47.14% [589750/1251000] [471.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001648] [CE 4.500 (4.619)] [KD 4.730 (4.815)] 2024-10-14 00:17:51,257 - Train: 47.15% [589800/1251000] [471.5/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.111] [lr 0.001648] [CE 4.634 (4.581)] [KD 4.771 (4.856)] 2024-10-14 00:17:56,869 - Train: 47.15% [589850/1251000] [471.5/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001648] [CE 4.842 (4.560)] [KD 4.922 (4.857)] 2024-10-14 00:18:02,472 - Train: 47.15% [589900/1251000] [471.5/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001648] [CE 4.485 (4.583)] [KD 4.626 (4.847)] 2024-10-14 00:18:08,176 - Train: 47.16% [589950/1251000] [471.6/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001647] [CE 4.357 (4.635)] [KD 5.026 (4.908)] 2024-10-14 00:18:13,866 - Train: 47.16% [590000/1251000] [471.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001647] [CE 4.933 (4.633)] [KD 4.681 (4.886)] 2024-10-14 00:18:19,552 - Train: 47.17% [590050/1251000] [471.7/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.001647] [CE 4.800 (4.644)] [KD 4.713 (4.848)] 2024-10-14 00:18:25,454 - Train: 47.17% [590100/1251000] [471.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001647] [CE 5.155 (4.555)] [KD 5.215 (4.849)] 2024-10-14 00:18:31,057 - Train: 47.17% [590150/1251000] [471.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001647] [CE 4.940 (4.565)] [KD 4.739 (4.793)] 2024-10-14 00:18:36,868 - Train: 47.18% [590200/1251000] [471.8/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001646] [CE 4.642 (4.581)] [KD 4.857 (4.773)] 2024-10-14 00:18:42,470 - Train: 47.18% [590250/1251000] [471.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001646] [CE 4.425 (4.559)] [KD 4.591 (4.862)] 2024-10-14 00:18:48,182 - Train: 47.19% [590300/1251000] [471.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001646] [CE 4.816 (4.502)] [KD 4.882 (4.878)] 2024-10-14 00:18:53,862 - Train: 47.19% [590350/1251000] [471.9/1000.0] [batch_t 0.206 (0.114)] [data_t 0.002] [optim_t 0.204] [lr 0.001646] [CE 4.199 (4.569)] [KD 4.967 (4.872)] 2024-10-14 00:18:59,666 - Train: 47.19% [590400/1251000] [471.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001646] [CE 4.191 (4.540)] [KD 4.783 (4.855)] 2024-10-14 00:19:05,279 - Train: 47.20% [590450/1251000] [472.0/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001646] [CE 4.863 (4.597)] [KD 4.821 (4.839)] 2024-10-14 00:19:12,714 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33234] [top5_cnt 43670] [top_all 50000] 2024-10-14 00:19:12,714 - net: 66.468 (87.340) 2024-10-14 00:19:17,561 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36719] [top5_cnt 45642] [top_all 50000] 2024-10-14 00:19:17,562 - net_E: 73.438 (91.284) 2024-10-14 00:19:17,676 - Max [top1: 68.036 (epoch: 453)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:19:17,677 - ==> Total time: 20:35:50 Eta: 23:02:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:19:22,502 - Train: 47.20% [590500/1251000] [472.0/1000.0] [batch_t 0.112 (0.138)] [data_t 0.003] [optim_t 0.109] [lr 0.001645] [CE 4.463 (4.560)] [KD 4.839 (4.782)] 2024-10-14 00:19:28,121 - Train: 47.21% [590550/1251000] [472.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001645] [CE 4.422 (4.584)] [KD 4.698 (4.806)] 2024-10-14 00:19:33,827 - Train: 47.21% [590600/1251000] [472.1/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001645] [CE 4.215 (4.568)] [KD 4.825 (4.856)] 2024-10-14 00:19:39,525 - Train: 47.21% [590650/1251000] [472.1/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001645] [CE 4.488 (4.595)] [KD 4.515 (4.824)] 2024-10-14 00:19:45,346 - Train: 47.22% [590700/1251000] [472.2/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.107] [lr 0.001645] [CE 4.421 (4.634)] [KD 4.768 (4.814)] 2024-10-14 00:19:51,192 - Train: 47.22% [590750/1251000] [472.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001644] [CE 4.557 (4.568)] [KD 4.882 (4.777)] 2024-10-14 00:19:56,885 - Train: 47.23% [590800/1251000] [472.3/1000.0] [batch_t 0.234 (0.114)] [data_t 0.002] [optim_t 0.232] [lr 0.001644] [CE 4.583 (4.564)] [KD 5.002 (4.808)] 2024-10-14 00:20:02,568 - Train: 47.23% [590850/1251000] [472.3/1000.0] [batch_t 0.110 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001644] [CE 4.591 (4.577)] [KD 4.873 (4.897)] 2024-10-14 00:20:08,160 - Train: 47.23% [590900/1251000] [472.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001644] [CE 4.509 (4.627)] [KD 4.899 (4.941)] 2024-10-14 00:20:13,877 - Train: 47.24% [590950/1251000] [472.4/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001644] [CE 4.590 (4.605)] [KD 4.716 (4.903)] 2024-10-14 00:20:19,476 - Train: 47.24% [591000/1251000] [472.4/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001644] [CE 4.476 (4.537)] [KD 4.802 (4.817)] 2024-10-14 00:20:25,290 - Train: 47.25% [591050/1251000] [472.5/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001643] [CE 4.457 (4.563)] [KD 4.980 (4.860)] 2024-10-14 00:20:30,984 - Train: 47.25% [591100/1251000] [472.5/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001643] [CE 5.344 (4.653)] [KD 4.888 (4.848)] 2024-10-14 00:20:36,893 - Train: 47.25% [591150/1251000] [472.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001643] [CE 4.510 (4.611)] [KD 4.914 (4.867)] 2024-10-14 00:20:42,474 - Train: 47.26% [591200/1251000] [472.6/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001643] [CE 4.262 (4.529)] [KD 4.526 (4.865)] 2024-10-14 00:20:48,141 - Train: 47.26% [591250/1251000] [472.6/1000.0] [batch_t 0.111 (0.113)] [data_t 0.003] [optim_t 0.109] [lr 0.001643] [CE 4.621 (4.589)] [KD 4.742 (4.809)] 2024-10-14 00:20:53,715 - Train: 47.27% [591300/1251000] [472.7/1000.0] [batch_t 0.114 (0.111)] [data_t 0.002] [optim_t 0.111] [lr 0.001642] [CE 4.794 (4.489)] [KD 4.930 (4.798)] 2024-10-14 00:20:59,536 - Train: 47.27% [591350/1251000] [472.7/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001642] [CE 4.797 (4.580)] [KD 5.001 (4.833)] 2024-10-14 00:21:05,130 - Train: 47.27% [591400/1251000] [472.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001642] [CE 4.618 (4.564)] [KD 4.895 (4.825)] 2024-10-14 00:21:10,942 - Train: 47.28% [591450/1251000] [472.8/1000.0] [batch_t 0.226 (0.116)] [data_t 0.002] [optim_t 0.223] [lr 0.001642] [CE 4.940 (4.568)] [KD 4.979 (4.822)] 2024-10-14 00:21:16,496 - Train: 47.28% [591500/1251000] [472.8/1000.0] [batch_t 0.110 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001642] [CE 4.734 (4.616)] [KD 4.868 (4.903)] 2024-10-14 00:21:22,309 - Train: 47.29% [591550/1251000] [472.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001641] [CE 4.621 (4.587)] [KD 4.700 (4.819)] 2024-10-14 00:21:28,125 - Train: 47.29% [591600/1251000] [472.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.108] [lr 0.001641] [CE 4.060 (4.640)] [KD 4.770 (4.904)] 2024-10-14 00:21:33,813 - Train: 47.29% [591650/1251000] [472.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001641] [CE 4.727 (4.593)] [KD 5.045 (4.865)] 2024-10-14 00:21:39,495 - Train: 47.30% [591700/1251000] [473.0/1000.0] [batch_t 0.112 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.001641] [CE 4.745 (4.605)] [KD 5.033 (4.833)] 2024-10-14 00:21:46,880 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.094)] [top1_cnt 34195] [top5_cnt 44280] [top_all 50000] 2024-10-14 00:21:46,881 - net: 68.390 (88.560) 2024-10-14 00:21:51,811 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36724] [top5_cnt 45663] [top_all 50000] 2024-10-14 00:21:51,811 - net_E: 73.448 (91.326) 2024-10-14 00:21:51,934 - Max [top1: 68.390 (epoch: 473)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:21:51,934 - ==> Total time: 20:38:24 Eta: 22:59:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:21:57,990 - Train: 47.30% [591750/1251000] [473.0/1000.0] [batch_t 0.115 (0.130)] [data_t 0.002] [optim_t 0.113] [lr 0.001641] [CE 4.295 (4.693)] [KD 4.772 (4.858)] 2024-10-14 00:22:03,642 - Train: 47.31% [591800/1251000] [473.1/1000.0] [batch_t 0.111 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001641] [CE 4.693 (4.489)] [KD 4.905 (4.777)] 2024-10-14 00:22:09,362 - Train: 47.31% [591850/1251000] [473.1/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001640] [CE 4.865 (4.632)] [KD 4.883 (4.824)] 2024-10-14 00:22:15,189 - Train: 47.31% [591900/1251000] [473.1/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001640] [CE 4.333 (4.576)] [KD 4.625 (4.835)] 2024-10-14 00:22:20,782 - Train: 47.32% [591950/1251000] [473.2/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001640] [CE 4.234 (4.494)] [KD 4.431 (4.771)] 2024-10-14 00:22:26,640 - Train: 47.32% [592000/1251000] [473.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001640] [CE 4.769 (4.577)] [KD 4.751 (4.791)] 2024-10-14 00:22:32,361 - Train: 47.33% [592050/1251000] [473.3/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001640] [CE 4.621 (4.582)] [KD 5.034 (4.807)] 2024-10-14 00:22:38,228 - Train: 47.33% [592100/1251000] [473.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001639] [CE 4.477 (4.556)] [KD 4.840 (4.869)] 2024-10-14 00:22:43,948 - Train: 47.33% [592150/1251000] [473.3/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001639] [CE 4.105 (4.590)] [KD 4.747 (4.826)] 2024-10-14 00:22:49,660 - Train: 47.34% [592200/1251000] [473.4/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001639] [CE 4.425 (4.535)] [KD 4.887 (4.793)] 2024-10-14 00:22:55,277 - Train: 47.34% [592250/1251000] [473.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001639] [CE 4.201 (4.561)] [KD 4.493 (4.810)] 2024-10-14 00:23:00,890 - Train: 47.35% [592300/1251000] [473.5/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001639] [CE 4.584 (4.523)] [KD 4.665 (4.795)] 2024-10-14 00:23:06,743 - Train: 47.35% [592350/1251000] [473.5/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001638] [CE 4.668 (4.521)] [KD 4.693 (4.748)] 2024-10-14 00:23:12,670 - Train: 47.35% [592400/1251000] [473.5/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001638] [CE 4.963 (4.525)] [KD 5.038 (4.760)] 2024-10-14 00:23:18,276 - Train: 47.36% [592450/1251000] [473.6/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.109] [lr 0.001638] [CE 4.732 (4.562)] [KD 4.736 (4.722)] 2024-10-14 00:23:24,078 - Train: 47.36% [592500/1251000] [473.6/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001638] [CE 4.898 (4.593)] [KD 5.059 (4.863)] 2024-10-14 00:23:29,778 - Train: 47.37% [592550/1251000] [473.7/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001638] [CE 4.607 (4.575)] [KD 4.886 (4.857)] 2024-10-14 00:23:35,499 - Train: 47.37% [592600/1251000] [473.7/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001638] [CE 4.705 (4.594)] [KD 4.693 (4.858)] 2024-10-14 00:23:41,110 - Train: 47.37% [592650/1251000] [473.7/1000.0] [batch_t 0.111 (0.112)] [data_t 0.003] [optim_t 0.108] [lr 0.001637] [CE 4.666 (4.594)] [KD 5.262 (4.886)] 2024-10-14 00:23:46,903 - Train: 47.38% [592700/1251000] [473.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001637] [CE 3.892 (4.561)] [KD 4.312 (4.835)] 2024-10-14 00:23:52,607 - Train: 47.38% [592750/1251000] [473.8/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.108] [lr 0.001637] [CE 4.680 (4.551)] [KD 4.805 (4.889)] 2024-10-14 00:23:58,213 - Train: 47.39% [592800/1251000] [473.9/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001637] [CE 4.474 (4.664)] [KD 4.673 (4.900)] 2024-10-14 00:24:04,032 - Train: 47.39% [592850/1251000] [473.9/1000.0] [batch_t 0.111 (0.116)] [data_t 0.003] [optim_t 0.108] [lr 0.001637] [CE 4.339 (4.524)] [KD 4.481 (4.795)] 2024-10-14 00:24:09,738 - Train: 47.39% [592900/1251000] [473.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001636] [CE 4.934 (4.678)] [KD 5.034 (4.904)] 2024-10-14 00:24:15,568 - Train: 47.40% [592950/1251000] [474.0/1000.0] [batch_t 0.114 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001636] [CE 4.757 (4.513)] [KD 5.019 (4.771)] 2024-10-14 00:24:23,137 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 34233] [top5_cnt 44227] [top_all 50000] 2024-10-14 00:24:23,137 - net: 68.466 (88.454) 2024-10-14 00:24:28,081 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36723] [top5_cnt 45670] [top_all 50000] 2024-10-14 00:24:28,082 - net_E: 73.446 (91.340) 2024-10-14 00:24:28,205 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.450 (epoch: 466)] 2024-10-14 00:24:28,206 - ==> Total time: 20:41:00 Eta: 22:57:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:24:34,618 - Train: 47.40% [593000/1251000] [474.0/1000.0] [batch_t 0.113 (0.133)] [data_t 0.002] [optim_t 0.111] [lr 0.001636] [CE 4.255 (4.486)] [KD 4.664 (4.728)] 2024-10-14 00:24:40,380 - Train: 47.41% [593050/1251000] [474.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001636] [CE 4.652 (4.517)] [KD 4.647 (4.774)] 2024-10-14 00:24:45,994 - Train: 47.41% [593100/1251000] [474.1/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001636] [CE 4.565 (4.582)] [KD 4.783 (4.812)] 2024-10-14 00:24:51,691 - Train: 47.41% [593150/1251000] [474.1/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001636] [CE 4.892 (4.616)] [KD 5.113 (4.912)] 2024-10-14 00:24:57,267 - Train: 47.42% [593200/1251000] [474.2/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.109] [lr 0.001635] [CE 4.227 (4.571)] [KD 4.621 (4.805)] 2024-10-14 00:25:03,364 - Train: 47.42% [593250/1251000] [474.2/1000.0] [batch_t 0.112 (0.122)] [data_t 0.002] [optim_t 0.110] [lr 0.001635] [CE 3.853 (4.540)] [KD 4.476 (4.800)] 2024-10-14 00:25:08,942 - Train: 47.43% [593300/1251000] [474.3/1000.0] [batch_t 0.112 (0.111)] [data_t 0.002] [optim_t 0.110] [lr 0.001635] [CE 4.422 (4.622)] [KD 5.201 (4.857)] 2024-10-14 00:25:14,517 - Train: 47.43% [593350/1251000] [474.3/1000.0] [batch_t 0.110 (0.111)] [data_t 0.002] [optim_t 0.108] [lr 0.001635] [CE 4.515 (4.601)] [KD 4.911 (4.844)] 2024-10-14 00:25:20,207 - Train: 47.43% [593400/1251000] [474.3/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001635] [CE 4.252 (4.556)] [KD 4.581 (4.799)] 2024-10-14 00:25:25,988 - Train: 47.44% [593450/1251000] [474.4/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001634] [CE 4.675 (4.566)] [KD 5.029 (4.820)] 2024-10-14 00:25:31,800 - Train: 47.44% [593500/1251000] [474.4/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001634] [CE 4.669 (4.624)] [KD 4.800 (4.868)] 2024-10-14 00:25:37,456 - Train: 47.45% [593550/1251000] [474.5/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001634] [CE 4.737 (4.597)] [KD 5.011 (4.823)] 2024-10-14 00:25:43,028 - Train: 47.45% [593600/1251000] [474.5/1000.0] [batch_t 0.115 (0.111)] [data_t 0.002] [optim_t 0.112] [lr 0.001634] [CE 4.753 (4.548)] [KD 4.910 (4.755)] 2024-10-14 00:25:48,702 - Train: 47.45% [593650/1251000] [474.5/1000.0] [batch_t 0.230 (0.113)] [data_t 0.002] [optim_t 0.228] [lr 0.001634] [CE 4.640 (4.597)] [KD 4.879 (4.908)] 2024-10-14 00:25:54,368 - Train: 47.46% [593700/1251000] [474.6/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001633] [CE 4.618 (4.551)] [KD 4.961 (4.817)] 2024-10-14 00:26:00,021 - Train: 47.46% [593750/1251000] [474.6/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001633] [CE 4.983 (4.541)] [KD 4.894 (4.836)] 2024-10-14 00:26:05,783 - Train: 47.47% [593800/1251000] [474.7/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001633] [CE 4.283 (4.498)] [KD 4.593 (4.854)] 2024-10-14 00:26:11,535 - Train: 47.47% [593850/1251000] [474.7/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.107] [lr 0.001633] [CE 4.941 (4.561)] [KD 5.083 (4.788)] 2024-10-14 00:26:17,213 - Train: 47.47% [593900/1251000] [474.7/1000.0] [batch_t 0.109 (0.113)] [data_t 0.002] [optim_t 0.106] [lr 0.001633] [CE 4.325 (4.551)] [KD 4.744 (4.762)] 2024-10-14 00:26:22,822 - Train: 47.48% [593950/1251000] [474.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001633] [CE 4.439 (4.559)] [KD 5.138 (4.863)] 2024-10-14 00:26:28,553 - Train: 47.48% [594000/1251000] [474.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001632] [CE 4.478 (4.562)] [KD 4.842 (4.816)] 2024-10-14 00:26:34,287 - Train: 47.49% [594050/1251000] [474.9/1000.0] [batch_t 0.117 (0.115)] [data_t 0.003] [optim_t 0.114] [lr 0.001632] [CE 4.783 (4.604)] [KD 5.061 (4.877)] 2024-10-14 00:26:40,228 - Train: 47.49% [594100/1251000] [474.9/1000.0] [batch_t 0.114 (0.119)] [data_t 0.002] [optim_t 0.111] [lr 0.001632] [CE 4.534 (4.641)] [KD 4.916 (4.895)] 2024-10-14 00:26:45,845 - Train: 47.49% [594150/1251000] [474.9/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001632] [CE 4.127 (4.619)] [KD 4.495 (4.899)] 2024-10-14 00:26:51,482 - Train: 47.50% [594200/1251000] [475.0/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001632] [CE 4.704 (4.609)] [KD 5.026 (4.923)] 2024-10-14 00:26:59,224 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.094)] [top1_cnt 33556] [top5_cnt 43801] [top_all 50000] 2024-10-14 00:26:59,224 - net: 67.112 (87.602) 2024-10-14 00:27:04,177 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36734] [top5_cnt 45664] [top_all 50000] 2024-10-14 00:27:04,177 - net_E: 73.468 (91.328) 2024-10-14 00:27:04,291 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.468 (epoch: 475)] 2024-10-14 00:27:04,291 - ==> Total time: 20:43:37 Eta: 22:54:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:27:12,445 - Train: 47.50% [594250/1251000] [475.0/1000.0] [batch_t 0.112 (0.123)] [data_t 0.002] [optim_t 0.109] [lr 0.001631] [CE 4.468 (4.509)] [KD 4.847 (4.782)] 2024-10-14 00:27:18,082 - Train: 47.51% [594300/1251000] [475.1/1000.0] [batch_t 0.111 (0.113)] [data_t 0.003] [optim_t 0.108] [lr 0.001631] [CE 4.739 (4.595)] [KD 4.786 (4.798)] 2024-10-14 00:27:24,137 - Train: 47.51% [594350/1251000] [475.1/1000.0] [batch_t 0.119 (0.121)] [data_t 0.002] [optim_t 0.117] [lr 0.001631] [CE 4.481 (4.546)] [KD 4.577 (4.713)] 2024-10-14 00:27:29,772 - Train: 47.51% [594400/1251000] [475.1/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001631] [CE 4.797 (4.556)] [KD 4.922 (4.775)] 2024-10-14 00:27:35,639 - Train: 47.52% [594450/1251000] [475.2/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001631] [CE 4.554 (4.522)] [KD 5.019 (4.799)] 2024-10-14 00:27:41,240 - Train: 47.52% [594500/1251000] [475.2/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001630] [CE 4.473 (4.539)] [KD 5.066 (4.830)] 2024-10-14 00:27:46,988 - Train: 47.53% [594550/1251000] [475.3/1000.0] [batch_t 0.110 (0.115)] [data_t 0.002] [optim_t 0.107] [lr 0.001630] [CE 4.739 (4.584)] [KD 4.877 (4.829)] 2024-10-14 00:27:52,568 - Train: 47.53% [594600/1251000] [475.3/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001630] [CE 4.549 (4.574)] [KD 4.982 (4.880)] 2024-10-14 00:27:58,413 - Train: 47.53% [594650/1251000] [475.3/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001630] [CE 4.692 (4.567)] [KD 4.704 (4.865)] 2024-10-14 00:28:04,019 - Train: 47.54% [594700/1251000] [475.4/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001630] [CE 3.742 (4.549)] [KD 4.426 (4.801)] 2024-10-14 00:28:09,826 - Train: 47.54% [594750/1251000] [475.4/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001630] [CE 4.552 (4.558)] [KD 4.785 (4.863)] 2024-10-14 00:28:15,507 - Train: 47.55% [594800/1251000] [475.5/1000.0] [batch_t 0.110 (0.114)] [data_t 0.003] [optim_t 0.107] [lr 0.001629] [CE 4.426 (4.553)] [KD 4.832 (4.870)] 2024-10-14 00:28:21,185 - Train: 47.55% [594850/1251000] [475.5/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001629] [CE 5.143 (4.642)] [KD 4.983 (4.863)] 2024-10-14 00:28:26,878 - Train: 47.55% [594900/1251000] [475.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001629] [CE 4.312 (4.516)] [KD 4.745 (4.738)] 2024-10-14 00:28:32,584 - Train: 47.56% [594950/1251000] [475.6/1000.0] [batch_t 0.111 (0.114)] [data_t 0.003] [optim_t 0.109] [lr 0.001629] [CE 4.557 (4.592)] [KD 4.701 (4.777)] 2024-10-14 00:28:38,172 - Train: 47.56% [595000/1251000] [475.6/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.108] [lr 0.001629] [CE 4.843 (4.546)] [KD 4.805 (4.811)] 2024-10-14 00:28:43,861 - Train: 47.57% [595050/1251000] [475.7/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001628] [CE 4.637 (4.598)] [KD 4.794 (4.829)] 2024-10-14 00:28:49,699 - Train: 47.57% [595100/1251000] [475.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001628] [CE 4.405 (4.641)] [KD 5.105 (4.914)] 2024-10-14 00:28:55,410 - Train: 47.57% [595150/1251000] [475.7/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001628] [CE 4.800 (4.626)] [KD 5.077 (4.925)] 2024-10-14 00:29:01,126 - Train: 47.58% [595200/1251000] [475.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001628] [CE 4.910 (4.634)] [KD 5.026 (4.868)] 2024-10-14 00:29:06,715 - Train: 47.58% [595250/1251000] [475.8/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001628] [CE 4.079 (4.553)] [KD 4.605 (4.798)] 2024-10-14 00:29:12,531 - Train: 47.59% [595300/1251000] [475.9/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001628] [CE 4.032 (4.609)] [KD 4.688 (4.892)] 2024-10-14 00:29:18,231 - Train: 47.59% [595350/1251000] [475.9/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.111] [lr 0.001627] [CE 4.568 (4.607)] [KD 4.738 (4.857)] 2024-10-14 00:29:23,946 - Train: 47.59% [595400/1251000] [475.9/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001627] [CE 4.218 (4.560)] [KD 4.994 (4.838)] 2024-10-14 00:29:29,579 - Train: 47.60% [595450/1251000] [476.0/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001627] [CE 4.579 (4.650)] [KD 4.713 (4.893)] 2024-10-14 00:29:37,245 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 34003] [top5_cnt 44116] [top_all 50000] 2024-10-14 00:29:37,245 - net: 68.006 (88.232) 2024-10-14 00:29:42,171 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36739] [top5_cnt 45657] [top_all 50000] 2024-10-14 00:29:42,171 - net_E: 73.478 (91.314) 2024-10-14 00:29:42,288 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.478 (epoch: 476)] 2024-10-14 00:29:42,288 - ==> Total time: 20:46:15 Eta: 22:51:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:29:48,158 - Train: 47.60% [595500/1251000] [476.0/1000.0] [batch_t 0.112 (0.131)] [data_t 0.002] [optim_t 0.109] [lr 0.001627] [CE 4.608 (4.521)] [KD 4.783 (4.767)] 2024-10-14 00:29:53,759 - Train: 47.61% [595550/1251000] [476.1/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001627] [CE 4.517 (4.582)] [KD 4.703 (4.838)] 2024-10-14 00:29:59,481 - Train: 47.61% [595600/1251000] [476.1/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.107] [lr 0.001626] [CE 4.903 (4.581)] [KD 5.030 (4.828)] 2024-10-14 00:30:05,247 - Train: 47.61% [595650/1251000] [476.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001626] [CE 4.901 (4.591)] [KD 5.097 (4.904)] 2024-10-14 00:30:11,114 - Train: 47.62% [595700/1251000] [476.2/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001626] [CE 4.943 (4.624)] [KD 4.774 (4.875)] 2024-10-14 00:30:16,833 - Train: 47.62% [595750/1251000] [476.2/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001626] [CE 4.788 (4.596)] [KD 4.978 (4.848)] 2024-10-14 00:30:22,632 - Train: 47.63% [595800/1251000] [476.3/1000.0] [batch_t 0.110 (0.116)] [data_t 0.002] [optim_t 0.108] [lr 0.001626] [CE 4.459 (4.511)] [KD 5.057 (4.831)] 2024-10-14 00:30:28,195 - Train: 47.63% [595850/1251000] [476.3/1000.0] [batch_t 0.109 (0.111)] [data_t 0.002] [optim_t 0.107] [lr 0.001625] [CE 4.583 (4.609)] [KD 4.929 (4.815)] 2024-10-14 00:30:33,912 - Train: 47.63% [595900/1251000] [476.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001625] [CE 4.798 (4.530)] [KD 5.100 (4.796)] 2024-10-14 00:30:39,517 - Train: 47.64% [595950/1251000] [476.4/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001625] [CE 4.554 (4.562)] [KD 4.741 (4.790)] 2024-10-14 00:30:45,343 - Train: 47.64% [596000/1251000] [476.4/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001625] [CE 4.335 (4.468)] [KD 4.389 (4.706)] 2024-10-14 00:30:51,109 - Train: 47.65% [596050/1251000] [476.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001625] [CE 4.729 (4.558)] [KD 5.035 (4.855)] 2024-10-14 00:30:56,922 - Train: 47.65% [596100/1251000] [476.5/1000.0] [batch_t 0.110 (0.116)] [data_t 0.003] [optim_t 0.108] [lr 0.001625] [CE 4.732 (4.602)] [KD 4.981 (4.847)] 2024-10-14 00:31:02,616 - Train: 47.65% [596150/1251000] [476.5/1000.0] [batch_t 0.114 (0.114)] [data_t 0.002] [optim_t 0.112] [lr 0.001624] [CE 4.564 (4.595)] [KD 4.730 (4.854)] 2024-10-14 00:31:08,397 - Train: 47.66% [596200/1251000] [476.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001624] [CE 4.092 (4.517)] [KD 4.543 (4.788)] 2024-10-14 00:31:14,070 - Train: 47.66% [596250/1251000] [476.6/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001624] [CE 4.626 (4.536)] [KD 4.825 (4.773)] 2024-10-14 00:31:19,967 - Train: 47.67% [596300/1251000] [476.7/1000.0] [batch_t 0.113 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001624] [CE 4.278 (4.542)] [KD 4.576 (4.793)] 2024-10-14 00:31:25,637 - Train: 47.67% [596350/1251000] [476.7/1000.0] [batch_t 0.116 (0.113)] [data_t 0.002] [optim_t 0.113] [lr 0.001624] [CE 4.598 (4.466)] [KD 4.751 (4.730)] 2024-10-14 00:31:31,352 - Train: 47.67% [596400/1251000] [476.7/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001623] [CE 4.911 (4.614)] [KD 4.936 (4.843)] 2024-10-14 00:31:37,262 - Train: 47.68% [596450/1251000] [476.8/1000.0] [batch_t 0.114 (0.118)] [data_t 0.003] [optim_t 0.112] [lr 0.001623] [CE 4.676 (4.520)] [KD 4.677 (4.795)] 2024-10-14 00:31:42,950 - Train: 47.68% [596500/1251000] [476.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001623] [CE 4.316 (4.623)] [KD 4.531 (4.894)] 2024-10-14 00:31:48,916 - Train: 47.69% [596550/1251000] [476.9/1000.0] [batch_t 0.113 (0.119)] [data_t 0.002] [optim_t 0.110] [lr 0.001623] [CE 4.149 (4.583)] [KD 4.666 (4.803)] 2024-10-14 00:31:54,784 - Train: 47.69% [596600/1251000] [476.9/1000.0] [batch_t 0.115 (0.117)] [data_t 0.002] [optim_t 0.112] [lr 0.001623] [CE 4.683 (4.482)] [KD 4.577 (4.755)] 2024-10-14 00:32:00,656 - Train: 47.69% [596650/1251000] [476.9/1000.0] [batch_t 0.116 (0.117)] [data_t 0.002] [optim_t 0.114] [lr 0.001622] [CE 4.606 (4.561)] [KD 4.782 (4.803)] 2024-10-14 00:32:06,402 - Train: 47.70% [596700/1251000] [477.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001622] [CE 4.550 (4.588)] [KD 4.894 (4.836)] 2024-10-14 00:32:14,338 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33971] [top5_cnt 44060] [top_all 50000] 2024-10-14 00:32:14,339 - net: 67.942 (88.120) 2024-10-14 00:32:19,232 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36735] [top5_cnt 45663] [top_all 50000] 2024-10-14 00:32:19,232 - net_E: 73.470 (91.326) 2024-10-14 00:32:19,357 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.478 (epoch: 476)] 2024-10-14 00:32:19,357 - ==> Total time: 20:48:52 Eta: 22:49:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:32:23,552 - Train: 47.70% [596750/1251000] [477.0/1000.0] [batch_t 0.113 (0.139)] [data_t 0.002] [optim_t 0.111] [lr 0.001622] [CE 4.804 (4.554)] [KD 4.844 (4.760)] 2024-10-14 00:32:29,331 - Train: 47.71% [596800/1251000] [477.1/1000.0] [batch_t 0.114 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001622] [CE 4.694 (4.486)] [KD 4.825 (4.710)] 2024-10-14 00:32:35,072 - Train: 47.71% [596850/1251000] [477.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001622] [CE 4.543 (4.576)] [KD 4.708 (4.766)] 2024-10-14 00:32:40,994 - Train: 47.71% [596900/1251000] [477.1/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001622] [CE 4.525 (4.478)] [KD 4.959 (4.784)] 2024-10-14 00:32:46,881 - Train: 47.72% [596950/1251000] [477.2/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001621] [CE 4.525 (4.558)] [KD 4.701 (4.774)] 2024-10-14 00:32:52,519 - Train: 47.72% [597000/1251000] [477.2/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001621] [CE 4.763 (4.528)] [KD 5.172 (4.722)] 2024-10-14 00:32:58,319 - Train: 47.73% [597050/1251000] [477.3/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001621] [CE 4.672 (4.600)] [KD 4.886 (4.790)] 2024-10-14 00:33:04,074 - Train: 47.73% [597100/1251000] [477.3/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001621] [CE 4.591 (4.550)] [KD 4.449 (4.787)] 2024-10-14 00:33:09,685 - Train: 47.73% [597150/1251000] [477.3/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001621] [CE 4.577 (4.614)] [KD 5.145 (4.839)] 2024-10-14 00:33:15,554 - Train: 47.74% [597200/1251000] [477.4/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001620] [CE 4.864 (4.557)] [KD 4.886 (4.840)] 2024-10-14 00:33:21,179 - Train: 47.74% [597250/1251000] [477.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001620] [CE 4.139 (4.475)] [KD 4.496 (4.757)] 2024-10-14 00:33:26,884 - Train: 47.75% [597300/1251000] [477.5/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001620] [CE 4.859 (4.514)] [KD 4.790 (4.774)] 2024-10-14 00:33:32,768 - Train: 47.75% [597350/1251000] [477.5/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001620] [CE 4.600 (4.604)] [KD 4.884 (4.845)] 2024-10-14 00:33:38,503 - Train: 47.75% [597400/1251000] [477.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.108] [lr 0.001620] [CE 4.628 (4.546)] [KD 4.891 (4.791)] 2024-10-14 00:33:44,307 - Train: 47.76% [597450/1251000] [477.6/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001620] [CE 4.588 (4.581)] [KD 4.973 (4.803)] 2024-10-14 00:33:50,092 - Train: 47.76% [597500/1251000] [477.6/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001619] [CE 4.890 (4.535)] [KD 5.042 (4.763)] 2024-10-14 00:33:55,843 - Train: 47.77% [597550/1251000] [477.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001619] [CE 4.551 (4.580)] [KD 5.122 (4.859)] 2024-10-14 00:34:01,480 - Train: 47.77% [597600/1251000] [477.7/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001619] [CE 4.421 (4.508)] [KD 4.849 (4.811)] 2024-10-14 00:34:07,266 - Train: 47.77% [597650/1251000] [477.7/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001619] [CE 4.777 (4.516)] [KD 4.832 (4.872)] 2024-10-14 00:34:13,061 - Train: 47.78% [597700/1251000] [477.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001619] [CE 4.128 (4.606)] [KD 4.552 (4.837)] 2024-10-14 00:34:18,889 - Train: 47.78% [597750/1251000] [477.8/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001618] [CE 4.996 (4.552)] [KD 5.182 (4.797)] 2024-10-14 00:34:24,588 - Train: 47.79% [597800/1251000] [477.9/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001618] [CE 4.621 (4.563)] [KD 5.172 (4.904)] 2024-10-14 00:34:30,174 - Train: 47.79% [597850/1251000] [477.9/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001618] [CE 4.597 (4.515)] [KD 4.862 (4.787)] 2024-10-14 00:34:35,916 - Train: 47.79% [597900/1251000] [477.9/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001618] [CE 4.512 (4.613)] [KD 4.906 (4.862)] 2024-10-14 00:34:41,623 - Train: 47.80% [597950/1251000] [478.0/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001618] [CE 4.977 (4.551)] [KD 4.643 (4.827)] 2024-10-14 00:34:49,834 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.096)] [top1_cnt 34103] [top5_cnt 44212] [top_all 50000] 2024-10-14 00:34:49,834 - net: 68.206 (88.424) 2024-10-14 00:34:54,805 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 36758] [top5_cnt 45674] [top_all 50000] 2024-10-14 00:34:54,806 - net_E: 73.516 (91.348) 2024-10-14 00:34:54,929 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 00:34:54,929 - ==> Total time: 20:51:27 Eta: 22:46:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:35:00,665 - Train: 47.80% [598000/1251000] [478.0/1000.0] [batch_t 0.112 (0.127)] [data_t 0.002] [optim_t 0.110] [lr 0.001617] [CE 4.462 (4.593)] [KD 4.757 (4.816)] 2024-10-14 00:35:06,534 - Train: 47.81% [598050/1251000] [478.1/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001617] [CE 4.445 (4.535)] [KD 5.052 (4.760)] 2024-10-14 00:35:12,239 - Train: 47.81% [598100/1251000] [478.1/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001617] [CE 4.584 (4.565)] [KD 4.780 (4.797)] 2024-10-14 00:35:17,929 - Train: 47.81% [598150/1251000] [478.1/1000.0] [batch_t 0.110 (0.114)] [data_t 0.002] [optim_t 0.108] [lr 0.001617] [CE 4.732 (4.520)] [KD 5.201 (4.735)] 2024-10-14 00:35:23,671 - Train: 47.82% [598200/1251000] [478.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001617] [CE 4.513 (4.570)] [KD 4.433 (4.761)] 2024-10-14 00:35:29,492 - Train: 47.82% [598250/1251000] [478.2/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001617] [CE 4.681 (4.565)] [KD 5.023 (4.886)] 2024-10-14 00:35:35,366 - Train: 47.83% [598300/1251000] [478.3/1000.0] [batch_t 0.288 (0.117)] [data_t 0.002] [optim_t 0.286] [lr 0.001616] [CE 4.806 (4.577)] [KD 4.900 (4.789)] 2024-10-14 00:35:41,408 - Train: 47.83% [598350/1251000] [478.3/1000.0] [batch_t 0.112 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001616] [CE 5.024 (4.553)] [KD 4.710 (4.806)] 2024-10-14 00:35:47,069 - Train: 47.83% [598400/1251000] [478.3/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001616] [CE 4.645 (4.597)] [KD 4.812 (4.850)] 2024-10-14 00:35:52,960 - Train: 47.84% [598450/1251000] [478.4/1000.0] [batch_t 0.116 (0.118)] [data_t 0.002] [optim_t 0.114] [lr 0.001616] [CE 4.661 (4.562)] [KD 4.912 (4.805)] 2024-10-14 00:35:58,635 - Train: 47.84% [598500/1251000] [478.4/1000.0] [batch_t 0.118 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.001616] [CE 4.819 (4.612)] [KD 5.282 (4.856)] 2024-10-14 00:36:04,400 - Train: 47.85% [598550/1251000] [478.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001615] [CE 4.671 (4.483)] [KD 4.823 (4.806)] 2024-10-14 00:36:10,470 - Train: 47.85% [598600/1251000] [478.5/1000.0] [batch_t 0.113 (0.121)] [data_t 0.002] [optim_t 0.110] [lr 0.001615] [CE 4.846 (4.576)] [KD 4.862 (4.821)] 2024-10-14 00:36:16,252 - Train: 47.85% [598650/1251000] [478.5/1000.0] [batch_t 0.114 (0.116)] [data_t 0.002] [optim_t 0.112] [lr 0.001615] [CE 4.585 (4.542)] [KD 4.919 (4.807)] 2024-10-14 00:36:22,040 - Train: 47.86% [598700/1251000] [478.6/1000.0] [batch_t 0.114 (0.116)] [data_t 0.003] [optim_t 0.111] [lr 0.001615] [CE 4.962 (4.602)] [KD 4.874 (4.875)] 2024-10-14 00:36:27,798 - Train: 47.86% [598750/1251000] [478.6/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001615] [CE 5.186 (4.605)] [KD 5.270 (4.840)] 2024-10-14 00:36:33,555 - Train: 47.87% [598800/1251000] [478.7/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001614] [CE 4.356 (4.581)] [KD 4.533 (4.876)] 2024-10-14 00:36:39,216 - Train: 47.87% [598850/1251000] [478.7/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001614] [CE 4.813 (4.559)] [KD 5.094 (4.913)] 2024-10-14 00:36:45,269 - Train: 47.87% [598900/1251000] [478.7/1000.0] [batch_t 0.114 (0.121)] [data_t 0.002] [optim_t 0.111] [lr 0.001614] [CE 4.682 (4.557)] [KD 4.735 (4.868)] 2024-10-14 00:36:51,038 - Train: 47.88% [598950/1251000] [478.8/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001614] [CE 4.810 (4.524)] [KD 4.959 (4.850)] 2024-10-14 00:36:56,787 - Train: 47.88% [599000/1251000] [478.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001614] [CE 4.907 (4.629)] [KD 5.022 (4.904)] 2024-10-14 00:37:02,572 - Train: 47.89% [599050/1251000] [478.9/1000.0] [batch_t 0.120 (0.116)] [data_t 0.002] [optim_t 0.117] [lr 0.001614] [CE 4.776 (4.574)] [KD 4.956 (4.843)] 2024-10-14 00:37:08,336 - Train: 47.89% [599100/1251000] [478.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001613] [CE 4.995 (4.507)] [KD 5.263 (4.818)] 2024-10-14 00:37:14,000 - Train: 47.89% [599150/1251000] [478.9/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.111] [lr 0.001613] [CE 4.348 (4.613)] [KD 5.102 (4.847)] 2024-10-14 00:37:20,016 - Train: 47.90% [599200/1251000] [479.0/1000.0] [batch_t 0.115 (0.120)] [data_t 0.002] [optim_t 0.113] [lr 0.001613] [CE 4.565 (4.523)] [KD 5.012 (4.843)] 2024-10-14 00:37:28,234 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 33742] [top5_cnt 43987] [top_all 50000] 2024-10-14 00:37:28,234 - net: 67.484 (87.974) 2024-10-14 00:37:33,102 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.091)] [top1_cnt 36748] [top5_cnt 45705] [top_all 50000] 2024-10-14 00:37:33,103 - net_E: 73.496 (91.410) 2024-10-14 00:37:33,220 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 00:37:33,220 - ==> Total time: 20:54:05 Eta: 22:44:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:37:37,135 - Train: 47.90% [599250/1251000] [479.0/1000.0] [batch_t 0.114 (0.139)] [data_t 0.002] [optim_t 0.112] [lr 0.001613] [CE 4.675 (4.319)] [KD 4.709 (4.689)] 2024-10-14 00:37:43,033 - Train: 47.91% [599300/1251000] [479.1/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001613] [CE 4.822 (4.574)] [KD 5.044 (4.742)] 2024-10-14 00:37:48,651 - Train: 47.91% [599350/1251000] [479.1/1000.0] [batch_t 0.110 (0.112)] [data_t 0.002] [optim_t 0.107] [lr 0.001612] [CE 4.098 (4.529)] [KD 4.554 (4.789)] 2024-10-14 00:37:54,388 - Train: 47.91% [599400/1251000] [479.1/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001612] [CE 5.094 (4.546)] [KD 5.059 (4.761)] 2024-10-14 00:38:00,393 - Train: 47.92% [599450/1251000] [479.2/1000.0] [batch_t 0.110 (0.120)] [data_t 0.002] [optim_t 0.108] [lr 0.001612] [CE 4.652 (4.556)] [KD 4.839 (4.802)] 2024-10-14 00:38:06,158 - Train: 47.92% [599500/1251000] [479.2/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001612] [CE 4.304 (4.558)] [KD 4.487 (4.778)] 2024-10-14 00:38:11,907 - Train: 47.93% [599550/1251000] [479.3/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001612] [CE 4.732 (4.507)] [KD 5.023 (4.789)] 2024-10-14 00:38:17,540 - Train: 47.93% [599600/1251000] [479.3/1000.0] [batch_t 0.118 (0.113)] [data_t 0.002] [optim_t 0.116] [lr 0.001612] [CE 4.936 (4.628)] [KD 4.912 (4.847)] 2024-10-14 00:38:23,376 - Train: 47.93% [599650/1251000] [479.3/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001611] [CE 4.309 (4.520)] [KD 4.750 (4.755)] 2024-10-14 00:38:28,962 - Train: 47.94% [599700/1251000] [479.4/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001611] [CE 4.473 (4.622)] [KD 4.656 (4.824)] 2024-10-14 00:38:34,866 - Train: 47.94% [599750/1251000] [479.4/1000.0] [batch_t 0.112 (0.118)] [data_t 0.002] [optim_t 0.110] [lr 0.001611] [CE 4.739 (4.564)] [KD 4.697 (4.758)] 2024-10-14 00:38:40,548 - Train: 47.95% [599800/1251000] [479.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001611] [CE 4.373 (4.547)] [KD 4.634 (4.771)] 2024-10-14 00:38:46,249 - Train: 47.95% [599850/1251000] [479.5/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001611] [CE 4.587 (4.565)] [KD 4.649 (4.702)] 2024-10-14 00:38:51,987 - Train: 47.95% [599900/1251000] [479.5/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001610] [CE 4.557 (4.535)] [KD 4.936 (4.816)] 2024-10-14 00:38:57,692 - Train: 47.96% [599950/1251000] [479.6/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001610] [CE 4.018 (4.597)] [KD 4.638 (4.877)] 2024-10-14 00:39:03,441 - Train: 47.96% [600000/1251000] [479.6/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001610] [CE 4.730 (4.608)] [KD 4.778 (4.787)] 2024-10-14 00:39:09,150 - Train: 47.97% [600050/1251000] [479.7/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001610] [CE 4.286 (4.601)] [KD 4.879 (4.823)] 2024-10-14 00:39:14,907 - Train: 47.97% [600100/1251000] [479.7/1000.0] [batch_t 0.112 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001610] [CE 4.983 (4.616)] [KD 5.060 (4.798)] 2024-10-14 00:39:20,737 - Train: 47.97% [600150/1251000] [479.7/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.111] [lr 0.001609] [CE 5.045 (4.604)] [KD 4.918 (4.891)] 2024-10-14 00:39:26,479 - Train: 47.98% [600200/1251000] [479.8/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001609] [CE 4.767 (4.603)] [KD 4.820 (4.808)] 2024-10-14 00:39:32,186 - Train: 47.98% [600250/1251000] [479.8/1000.0] [batch_t 0.112 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001609] [CE 4.362 (4.526)] [KD 4.579 (4.776)] 2024-10-14 00:39:38,026 - Train: 47.99% [600300/1251000] [479.9/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001609] [CE 5.133 (4.601)] [KD 5.180 (4.877)] 2024-10-14 00:39:43,772 - Train: 47.99% [600350/1251000] [479.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001609] [CE 4.642 (4.550)] [KD 5.010 (4.829)] 2024-10-14 00:39:49,463 - Train: 47.99% [600400/1251000] [479.9/1000.0] [batch_t 0.110 (0.114)] [data_t 0.003] [optim_t 0.107] [lr 0.001609] [CE 4.647 (4.596)] [KD 5.039 (4.900)] 2024-10-14 00:39:55,046 - Train: 48.00% [600450/1251000] [480.0/1000.0] [batch_t 0.111 (0.112)] [data_t 0.002] [optim_t 0.109] [lr 0.001608] [CE 4.318 (4.609)] [KD 5.003 (4.940)] 2024-10-14 00:40:03,176 - Test (net): 100.00% [50/50] [batch_t 0.014 (0.092)] [top1_cnt 33841] [top5_cnt 44146] [top_all 50000] 2024-10-14 00:40:03,176 - net: 67.682 (88.292) 2024-10-14 00:40:08,078 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36729] [top5_cnt 45716] [top_all 50000] 2024-10-14 00:40:08,078 - net_E: 73.458 (91.432) 2024-10-14 00:40:08,195 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 00:40:08,195 - ==> Total time: 20:56:40 Eta: 22:41:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:40:13,634 - Train: 48.00% [600500/1251000] [480.0/1000.0] [batch_t 0.113 (0.146)] [data_t 0.002] [optim_t 0.111] [lr 0.001608] [CE 4.811 (4.528)] [KD 4.897 (4.759)] 2024-10-14 00:40:19,568 - Train: 48.01% [600550/1251000] [480.1/1000.0] [batch_t 0.112 (0.119)] [data_t 0.003] [optim_t 0.109] [lr 0.001608] [CE 4.782 (4.513)] [KD 4.713 (4.689)] 2024-10-14 00:40:25,321 - Train: 48.01% [600600/1251000] [480.1/1000.0] [batch_t 0.112 (0.115)] [data_t 0.003] [optim_t 0.110] [lr 0.001608] [CE 4.962 (4.556)] [KD 5.086 (4.831)] 2024-10-14 00:40:31,199 - Train: 48.01% [600650/1251000] [480.1/1000.0] [batch_t 0.111 (0.117)] [data_t 0.002] [optim_t 0.108] [lr 0.001608] [CE 4.967 (4.569)] [KD 5.020 (4.828)] 2024-10-14 00:40:36,810 - Train: 48.02% [600700/1251000] [480.2/1000.0] [batch_t 0.114 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001607] [CE 4.362 (4.577)] [KD 5.049 (4.822)] 2024-10-14 00:40:42,420 - Train: 48.02% [600750/1251000] [480.2/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001607] [CE 4.252 (4.574)] [KD 4.487 (4.828)] 2024-10-14 00:40:48,290 - Train: 48.03% [600800/1251000] [480.3/1000.0] [batch_t 0.112 (0.117)] [data_t 0.002] [optim_t 0.109] [lr 0.001607] [CE 4.866 (4.571)] [KD 5.197 (4.793)] 2024-10-14 00:40:54,015 - Train: 48.03% [600850/1251000] [480.3/1000.0] [batch_t 0.111 (0.114)] [data_t 0.002] [optim_t 0.109] [lr 0.001607] [CE 4.416 (4.560)] [KD 4.714 (4.739)] 2024-10-14 00:40:59,727 - Train: 48.03% [600900/1251000] [480.3/1000.0] [batch_t 0.113 (0.114)] [data_t 0.002] [optim_t 0.110] [lr 0.001607] [CE 5.050 (4.493)] [KD 5.120 (4.764)] 2024-10-14 00:41:05,607 - Train: 48.04% [600950/1251000] [480.4/1000.0] [batch_t 0.111 (0.118)] [data_t 0.002] [optim_t 0.109] [lr 0.001606] [CE 4.722 (4.560)] [KD 4.953 (4.823)] 2024-10-14 00:41:11,450 - Train: 48.04% [601000/1251000] [480.4/1000.0] [batch_t 0.113 (0.117)] [data_t 0.002] [optim_t 0.110] [lr 0.001606] [CE 4.382 (4.530)] [KD 4.976 (4.747)] 2024-10-14 00:41:17,065 - Train: 48.05% [601050/1251000] [480.5/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.111] [lr 0.001606] [CE 4.284 (4.602)] [KD 4.706 (4.839)] 2024-10-14 00:41:22,793 - Train: 48.05% [601100/1251000] [480.5/1000.0] [batch_t 0.113 (0.114)] [data_t 0.003] [optim_t 0.111] [lr 0.001606] [CE 4.559 (4.569)] [KD 4.714 (4.821)] 2024-10-14 00:41:28,545 - Train: 48.05% [601150/1251000] [480.5/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001606] [CE 4.545 (4.570)] [KD 4.493 (4.812)] 2024-10-14 00:41:34,379 - Train: 48.06% [601200/1251000] [480.6/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.110] [lr 0.001606] [CE 4.109 (4.498)] [KD 4.310 (4.722)] 2024-10-14 00:41:40,118 - Train: 48.06% [601250/1251000] [480.6/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001605] [CE 4.333 (4.532)] [KD 4.607 (4.743)] 2024-10-14 00:41:45,729 - Train: 48.07% [601300/1251000] [480.7/1000.0] [batch_t 0.115 (0.112)] [data_t 0.002] [optim_t 0.112] [lr 0.001605] [CE 4.398 (4.587)] [KD 4.893 (4.789)] 2024-10-14 00:41:51,460 - Train: 48.07% [601350/1251000] [480.7/1000.0] [batch_t 0.111 (0.115)] [data_t 0.002] [optim_t 0.109] [lr 0.001605] [CE 4.899 (4.487)] [KD 4.873 (4.736)] 2024-10-14 00:41:57,308 - Train: 48.07% [601400/1251000] [480.7/1000.0] [batch_t 0.112 (0.117)] [data_t 0.003] [optim_t 0.109] [lr 0.001605] [CE 4.267 (4.589)] [KD 4.685 (4.768)] 2024-10-14 00:42:03,088 - Train: 48.08% [601450/1251000] [480.8/1000.0] [batch_t 0.113 (0.116)] [data_t 0.002] [optim_t 0.111] [lr 0.001605] [CE 4.236 (4.549)] [KD 4.795 (4.757)] 2024-10-14 00:42:09,113 - Train: 48.08% [601500/1251000] [480.8/1000.0] [batch_t 0.113 (0.120)] [data_t 0.002] [optim_t 0.110] [lr 0.001604] [CE 4.274 (4.477)] [KD 4.757 (4.750)] 2024-10-14 00:42:14,770 - Train: 48.09% [601550/1251000] [480.9/1000.0] [batch_t 0.112 (0.113)] [data_t 0.002] [optim_t 0.109] [lr 0.001604] [CE 4.375 (4.611)] [KD 4.651 (4.779)] 2024-10-14 00:42:20,380 - Train: 48.09% [601600/1251000] [480.9/1000.0] [batch_t 0.112 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001604] [CE 4.458 (4.520)] [KD 4.792 (4.857)] 2024-10-14 00:42:26,153 - Train: 48.09% [601650/1251000] [480.9/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.111] [lr 0.001604] [CE 4.180 (4.538)] [KD 4.766 (4.791)] 2024-10-14 00:42:31,905 - Train: 48.10% [601700/1251000] [481.0/1000.0] [batch_t 0.113 (0.115)] [data_t 0.002] [optim_t 0.110] [lr 0.001604] [CE 4.544 (4.575)] [KD 4.591 (4.816)] 2024-10-14 00:42:40,174 - Test (net): 100.00% [50/50] [batch_t 0.013 (0.093)] [top1_cnt 33877] [top5_cnt 44044] [top_all 50000] 2024-10-14 00:42:40,174 - net: 67.754 (88.088) 2024-10-14 00:42:45,079 - Test (net_E): 100.00% [50/50] [batch_t 0.013 (0.092)] [top1_cnt 36690] [top5_cnt 45721] [top_all 50000] 2024-10-14 00:42:45,079 - net_E: 73.380 (91.442) 2024-10-14 00:42:45,189 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 00:42:45,190 - ==> Total time: 20:59:17 Eta: 22:38:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 00:42:48,931 - Train: 48.10% [601750/1251000] [481.0/1000.0] [batch_t 0.111 (0.140)] [data_t 0.002] [optim_t 0.109] [lr 0.001604] [CE 3.950 (4.473)] [KD 4.608 (4.725)] 2024-10-14 00:42:55,093 - Train: 48.11% [601800/1251000] [481.1/1000.0] [batch_t 0.113 (0.123)] [data_t 0.002] [optim_t 0.110] [lr 0.001603] [CE 4.336 (4.514)] [KD 4.787 (4.771)] 2024-10-14 00:43:00,729 - Train: 48.11% [601850/1251000] [481.1/1000.0] [batch_t 0.114 (0.113)] [data_t 0.002] [optim_t 0.112] [lr 0.001603] [CE 4.523 (4.547)] [KD 4.828 (4.784)] 2024-10-14 00:43:06,510 - Train: 48.11% [601900/1251000] [481.1/1000.0] [batch_t 0.112 (0.116)] [data_t 0.002] [optim_t 0.110] [lr 0.001603] [CE 5.238 (4.490)] [KD 5.255 (4.731)] 2024-10-14 00:43:12,142 - Train: 48.12% [601950/1251000] [481.2/1000.0] [batch_t 0.113 (0.113)] [data_t 0.002] [optim_t 0.110] [lr 0.001603] [CE 4.686 (4.540)] [KD 5.153 (4.778)] 2024-10-14 00:43:17,768 - Train: 48.12% [602000/1251000] [481.2/1000.0] [batch_t 0.113 (0.112)] [data_t 0.002] [optim_t 0.110] [lr 0.001603] [CE 4.800 (4.532)] [KD 4.880 (4.810)] 2024-10-14 00:43:23,548 - Train: 48.13% [602050/1251000] [481.3/1000.0] [batch_t 0.111 (0.116)] [data_t 0.002] [optim_t 0.109] [lr 0.001602] [CE 4.538 (4.592)] [KD 4.949 (4.907)] 2024-10-14 00:43:29,449 - Train: 48.13% [602100/1251000] [481.3/1000.0] [batch_t 0.114 (0.118)] [data_t 0.002] [optim_t 0.111] [lr 0.001602] [CE 4.643 (4.546)] [KD 5.006 (4.837)] 2024-10-14 11:00:54,119 - ==> Logging on master GPU: 0 2024-10-14 11:00:54,121 - ==> Running Trainer: CLSTrainer 2024-10-14 11:00:54,121 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training 2024-10-14 11:00:54,121 - ==> Building model 2024-10-14 11:00:55,398 - ==> Load checkpoint: runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/latest_ckpt.pth 2024-10-14 11:00:55,398 - ==> Creating optimizer 2024-10-14 11:01:32,583 - ==> Native DDP 2024-10-14 11:01:32,787 - ==> Loading dataset: ImageFolderLMDB 2024-10-14 11:01:34,708 - ==> ********** cfg ********** seed : 42 size : 192 epoch_full : 1000 warmup_epochs : 20 test_start_epoch : 200 batch_size : 1024 lr : 0.0015 weight_decay : 0.05 nb_classes : 1000 ft : False data.type : ImageFolderLMDB data.root : /dev/shm/tmp/imagenet data.loader_type : pil data.sampler : naive data.nb_classes : 1000 data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 192, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] data.test_transforms : [{'type': 'Resize', 'size': 219, 'interpolation': }, {'type': 'CenterCrop', 'size': 192}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] data.train_size : 1251 data.test_size : 50 data.train_length : 1281167 data.test_length : 50000 model.name : MobileMamba_T4s model.model_kwargs : {'pretrained': False, 'checkpoint_path': 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/latest_ckpt.pth', '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 : CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748 trainer.cuda_deterministic : False trainer.epoch_full : 1000 trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} trainer.data.batch_size : 1024 trainer.data.batch_size_per_gpu : 128 trainer.data.batch_size_test : 1000 trainer.data.batch_size_per_gpu_test : 125 trainer.data.num_workers_per_gpu : 8 trainer.data.drop_last : True trainer.data.pin_memory : True trainer.data.persistent_workers : False trainer.data.num_workers : 64 trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} trainer.scale_kwargs : {'n_scale': 0, 'base_h': 192, 'base_w': 192, 'min_h': 160, 'max_h': 320, 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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_t4s mode : train sleep : -1 memory : -1 dist_url : env:// logger_rank : 0 opts : ['model.name=MobileMamba_T4s', 'trainer.resume_dir=CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748'] 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_t4s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_T4s trainer.resume_dir=CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748 task_start_time : 15005281.711434351 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_T4s_ImageFolderLMDB_20241011-203748 logger.filters : [] logger.name : root logger.level : 20 logger.parent : None logger.propagate : True logger.disabled : False logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/show_train logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748/show_test 2024-10-14 11:01:34,712 - ==> Starting training with 1 nodes x 8 GPUs 2024-10-14 11:01:58,830 - Train: 48.10% [601750/1251000] [481.0/1000.0] [batch_t 0.152 (1.254)] [data_t 0.003] [optim_t 0.149] [lr 0.001604] [CE 4.932 (4.516)] [KD 5.311 (4.768)] 2024-10-14 11:02:06,508 - Train: 48.11% [601800/1251000] [481.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001603] [CE 4.382 (4.590)] [KD 4.502 (4.771)] 2024-10-14 11:02:14,302 - Train: 48.11% [601850/1251000] [481.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001603] [CE 4.900 (4.561)] [KD 4.685 (4.782)] 2024-10-14 11:02:22,056 - Train: 48.11% [601900/1251000] [481.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001603] [CE 5.068 (4.570)] [KD 5.296 (4.765)] 2024-10-14 11:02:30,015 - Train: 48.12% [601950/1251000] [481.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.001603] [CE 5.019 (4.583)] [KD 5.080 (4.818)] 2024-10-14 11:02:37,594 - Train: 48.12% [602000/1251000] [481.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.001603] [CE 4.523 (4.595)] [KD 4.681 (4.839)] 2024-10-14 11:02:45,120 - Train: 48.13% [602050/1251000] [481.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001602] [CE 4.927 (4.570)] [KD 5.249 (4.818)] 2024-10-14 11:02:52,683 - Train: 48.13% [602100/1251000] [481.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001602] [CE 4.774 (4.498)] [KD 4.972 (4.705)] 2024-10-14 11:03:00,351 - Train: 48.13% [602150/1251000] [481.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001602] [CE 4.797 (4.579)] [KD 4.867 (4.787)] 2024-10-14 11:03:08,003 - Train: 48.14% [602200/1251000] [481.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001602] [CE 4.388 (4.595)] [KD 4.668 (4.826)] 2024-10-14 11:03:15,571 - Train: 48.14% [602250/1251000] [481.4/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.001602] [CE 4.360 (4.583)] [KD 4.849 (4.790)] 2024-10-14 11:03:23,205 - Train: 48.15% [602300/1251000] [481.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001601] [CE 4.888 (4.570)] [KD 5.108 (4.756)] 2024-10-14 11:03:30,722 - Train: 48.15% [602350/1251000] [481.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001601] [CE 4.985 (4.605)] [KD 4.849 (4.803)] 2024-10-14 11:03:38,562 - Train: 48.15% [602400/1251000] [481.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001601] [CE 5.082 (4.550)] [KD 5.103 (4.862)] 2024-10-14 11:03:46,343 - Train: 48.16% [602450/1251000] [481.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.001601] [CE 4.442 (4.524)] [KD 4.925 (4.804)] 2024-10-14 11:03:53,911 - Train: 48.16% [602500/1251000] [481.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001601] [CE 4.741 (4.530)] [KD 4.933 (4.829)] 2024-10-14 11:04:01,507 - Train: 48.17% [602550/1251000] [481.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001601] [CE 4.523 (4.573)] [KD 4.906 (4.829)] 2024-10-14 11:04:09,089 - Train: 48.17% [602600/1251000] [481.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001600] [CE 4.508 (4.554)] [KD 4.933 (4.819)] 2024-10-14 11:04:16,590 - Train: 48.17% [602650/1251000] [481.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001600] [CE 4.214 (4.541)] [KD 4.458 (4.728)] 2024-10-14 11:04:24,091 - Train: 48.18% [602700/1251000] [481.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001600] [CE 4.601 (4.529)] [KD 4.948 (4.752)] 2024-10-14 11:04:31,813 - Train: 48.18% [602750/1251000] [481.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001600] [CE 4.144 (4.551)] [KD 4.647 (4.751)] 2024-10-14 11:04:39,612 - Train: 48.19% [602800/1251000] [481.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001600] [CE 4.972 (4.580)] [KD 5.070 (4.741)] 2024-10-14 11:04:47,204 - Train: 48.19% [602850/1251000] [481.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001599] [CE 3.860 (4.557)] [KD 4.538 (4.823)] 2024-10-14 11:04:54,719 - Train: 48.19% [602900/1251000] [481.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001599] [CE 4.897 (4.573)] [KD 5.138 (4.806)] 2024-10-14 11:05:02,264 - Train: 48.20% [602950/1251000] [482.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001599] [CE 4.839 (4.537)] [KD 5.026 (4.882)] 2024-10-14 11:05:21,914 - Test (net): 100.00% [50/50] [batch_t 0.101 (0.284)] [top1_cnt 33971] [top5_cnt 44095] [top_all 50000] 2024-10-14 11:05:21,914 - net: 67.942 (88.190) 2024-10-14 11:05:27,613 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36681] [top5_cnt 45705] [top_all 50000] 2024-10-14 11:05:27,613 - net_E: 73.362 (91.410) 2024-10-14 11:05:27,727 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:05:27,727 - ==> Total time: 21:03:10 Eta: 22:37:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:05:33,439 - Train: 48.20% [603000/1251000] [482.0/1000.0] [batch_t 0.259 (0.215)] [data_t 0.003] [optim_t 0.256] [lr 0.001599] [CE 4.640 (4.576)] [KD 4.735 (4.719)] 2024-10-14 11:05:41,032 - Train: 48.21% [603050/1251000] [482.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001599] [CE 4.466 (4.551)] [KD 4.677 (4.789)] 2024-10-14 11:05:48,581 - Train: 48.21% [603100/1251000] [482.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001598] [CE 4.521 (4.495)] [KD 4.648 (4.759)] 2024-10-14 11:05:56,775 - Train: 48.21% [603150/1251000] [482.1/1000.0] [batch_t 0.409 (0.164)] [data_t 0.003] [optim_t 0.405] [lr 0.001598] [CE 4.904 (4.525)] [KD 5.195 (4.788)] 2024-10-14 11:06:04,554 - Train: 48.22% [603200/1251000] [482.2/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.001598] [CE 3.962 (4.526)] [KD 4.790 (4.795)] 2024-10-14 11:06:12,230 - Train: 48.22% [603250/1251000] [482.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001598] [CE 4.300 (4.507)] [KD 4.961 (4.775)] 2024-10-14 11:06:19,926 - Train: 48.23% [603300/1251000] [482.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001598] [CE 4.697 (4.582)] [KD 4.887 (4.822)] 2024-10-14 11:06:27,534 - Train: 48.23% [603350/1251000] [482.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001598] [CE 4.637 (4.550)] [KD 4.721 (4.798)] 2024-10-14 11:06:35,213 - Train: 48.23% [603400/1251000] [482.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001597] [CE 4.635 (4.565)] [KD 4.959 (4.812)] 2024-10-14 11:06:43,021 - Train: 48.24% [603450/1251000] [482.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001597] [CE 4.584 (4.578)] [KD 5.050 (4.828)] 2024-10-14 11:06:50,562 - Train: 48.24% [603500/1251000] [482.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001597] [CE 4.839 (4.555)] [KD 4.870 (4.741)] 2024-10-14 11:06:58,119 - Train: 48.25% [603550/1251000] [482.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001597] [CE 4.376 (4.533)] [KD 4.608 (4.769)] 2024-10-14 11:07:06,102 - Train: 48.25% [603600/1251000] [482.5/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.001597] [CE 4.683 (4.547)] [KD 4.822 (4.836)] 2024-10-14 11:07:13,641 - Train: 48.25% [603650/1251000] [482.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001596] [CE 4.153 (4.563)] [KD 4.860 (4.800)] 2024-10-14 11:07:21,259 - Train: 48.26% [603700/1251000] [482.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001596] [CE 4.698 (4.568)] [KD 4.767 (4.790)] 2024-10-14 11:07:28,890 - Train: 48.26% [603750/1251000] [482.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001596] [CE 4.662 (4.589)] [KD 4.823 (4.839)] 2024-10-14 11:07:36,412 - Train: 48.27% [603800/1251000] [482.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001596] [CE 4.977 (4.586)] [KD 5.231 (4.835)] 2024-10-14 11:07:44,086 - Train: 48.27% [603850/1251000] [482.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001596] [CE 4.738 (4.528)] [KD 5.084 (4.793)] 2024-10-14 11:07:51,585 - Train: 48.27% [603900/1251000] [482.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001596] [CE 4.707 (4.562)] [KD 4.995 (4.818)] 2024-10-14 11:07:59,206 - Train: 48.28% [603950/1251000] [482.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001595] [CE 4.846 (4.544)] [KD 4.851 (4.797)] 2024-10-14 11:08:07,097 - Train: 48.28% [604000/1251000] [482.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001595] [CE 4.998 (4.547)] [KD 4.910 (4.800)] 2024-10-14 11:08:14,762 - Train: 48.29% [604050/1251000] [482.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001595] [CE 4.482 (4.528)] [KD 4.594 (4.760)] 2024-10-14 11:08:22,396 - Train: 48.29% [604100/1251000] [482.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001595] [CE 4.782 (4.633)] [KD 4.781 (4.781)] 2024-10-14 11:08:29,999 - Train: 48.29% [604150/1251000] [482.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001595] [CE 4.921 (4.553)] [KD 4.759 (4.717)] 2024-10-14 11:08:37,538 - Train: 48.30% [604200/1251000] [483.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001594] [CE 4.334 (4.571)] [KD 4.698 (4.801)] 2024-10-14 11:08:48,185 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33542] [top5_cnt 43913] [top_all 50000] 2024-10-14 11:08:48,186 - net: 67.084 (87.826) 2024-10-14 11:08:53,806 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 36707] [top5_cnt 45710] [top_all 50000] 2024-10-14 11:08:53,806 - net_E: 73.414 (91.420) 2024-10-14 11:08:53,946 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:08:53,947 - ==> Total time: 21:06:37 Eta: 22:35:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:08:59,069 - Train: 48.30% [604250/1251000] [483.0/1000.0] [batch_t 0.155 (0.187)] [data_t 0.004] [optim_t 0.151] [lr 0.001594] [CE 4.965 (4.566)] [KD 4.807 (4.718)] 2024-10-14 11:09:07,044 - Train: 48.31% [604300/1251000] [483.1/1000.0] [batch_t 0.158 (0.159)] [data_t 0.005] [optim_t 0.153] [lr 0.001594] [CE 4.822 (4.503)] [KD 4.941 (4.720)] 2024-10-14 11:09:14,752 - Train: 48.31% [604350/1251000] [483.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001594] [CE 4.604 (4.577)] [KD 4.916 (4.815)] 2024-10-14 11:09:22,746 - Train: 48.31% [604400/1251000] [483.1/1000.0] [batch_t 0.155 (0.160)] [data_t 0.004] [optim_t 0.151] [lr 0.001594] [CE 4.114 (4.516)] [KD 4.519 (4.760)] 2024-10-14 11:09:30,276 - Train: 48.32% [604450/1251000] [483.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001593] [CE 3.795 (4.586)] [KD 4.294 (4.803)] 2024-10-14 11:09:37,803 - Train: 48.32% [604500/1251000] [483.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001593] [CE 4.824 (4.643)] [KD 4.820 (4.829)] 2024-10-14 11:09:45,448 - Train: 48.33% [604550/1251000] [483.3/1000.0] [batch_t 0.164 (0.153)] [data_t 0.004] [optim_t 0.161] [lr 0.001593] [CE 4.231 (4.542)] [KD 4.736 (4.744)] 2024-10-14 11:09:53,120 - Train: 48.33% [604600/1251000] [483.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001593] [CE 4.244 (4.603)] [KD 4.477 (4.774)] 2024-10-14 11:10:00,901 - Train: 48.33% [604650/1251000] [483.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001593] [CE 4.152 (4.484)] [KD 4.493 (4.684)] 2024-10-14 11:10:08,552 - Train: 48.34% [604700/1251000] [483.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001593] [CE 4.628 (4.529)] [KD 4.780 (4.703)] 2024-10-14 11:10:16,192 - Train: 48.34% [604750/1251000] [483.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001592] [CE 4.826 (4.569)] [KD 4.744 (4.768)] 2024-10-14 11:10:23,981 - Train: 48.35% [604800/1251000] [483.5/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.001592] [CE 4.629 (4.534)] [KD 4.680 (4.715)] 2024-10-14 11:10:31,954 - Train: 48.35% [604850/1251000] [483.5/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.001592] [CE 4.865 (4.561)] [KD 4.664 (4.782)] 2024-10-14 11:10:39,639 - Train: 48.35% [604900/1251000] [483.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001592] [CE 4.462 (4.555)] [KD 4.688 (4.771)] 2024-10-14 11:10:47,470 - Train: 48.36% [604950/1251000] [483.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001592] [CE 4.188 (4.542)] [KD 4.688 (4.830)] 2024-10-14 11:10:55,078 - Train: 48.36% [605000/1251000] [483.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.002] [optim_t 0.151] [lr 0.001591] [CE 4.844 (4.581)] [KD 4.751 (4.799)] 2024-10-14 11:11:02,735 - Train: 48.37% [605050/1251000] [483.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001591] [CE 4.779 (4.544)] [KD 4.817 (4.812)] 2024-10-14 11:11:10,333 - Train: 48.37% [605100/1251000] [483.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001591] [CE 4.437 (4.597)] [KD 4.820 (4.817)] 2024-10-14 11:11:17,993 - Train: 48.37% [605150/1251000] [483.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001591] [CE 4.167 (4.562)] [KD 4.554 (4.737)] 2024-10-14 11:11:25,640 - Train: 48.38% [605200/1251000] [483.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001591] [CE 4.385 (4.593)] [KD 4.823 (4.792)] 2024-10-14 11:11:33,564 - Train: 48.38% [605250/1251000] [483.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001590] [CE 4.846 (4.531)] [KD 4.915 (4.774)] 2024-10-14 11:11:41,085 - Train: 48.39% [605300/1251000] [483.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001590] [CE 4.918 (4.594)] [KD 5.029 (4.863)] 2024-10-14 11:11:48,727 - Train: 48.39% [605350/1251000] [483.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001590] [CE 5.188 (4.563)] [KD 5.192 (4.824)] 2024-10-14 11:11:56,286 - Train: 48.39% [605400/1251000] [483.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001590] [CE 5.162 (4.532)] [KD 4.948 (4.838)] 2024-10-14 11:12:04,008 - Train: 48.40% [605450/1251000] [484.0/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001590] [CE 4.414 (4.545)] [KD 4.839 (4.785)] 2024-10-14 11:12:14,752 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 33862] [top5_cnt 44063] [top_all 50000] 2024-10-14 11:12:14,753 - net: 67.724 (88.126) 2024-10-14 11:12:20,566 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36714] [top5_cnt 45715] [top_all 50000] 2024-10-14 11:12:20,566 - net_E: 73.428 (91.430) 2024-10-14 11:12:20,714 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:12:20,715 - ==> Total time: 21:10:03 Eta: 22:34:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:12:25,468 - Train: 48.40% [605500/1251000] [484.0/1000.0] [batch_t 0.151 (0.190)] [data_t 0.004] [optim_t 0.147] [lr 0.001590] [CE 3.892 (4.673)] [KD 4.304 (4.775)] 2024-10-14 11:12:33,167 - Train: 48.41% [605550/1251000] [484.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001589] [CE 4.377 (4.579)] [KD 4.845 (4.754)] 2024-10-14 11:12:41,009 - Train: 48.41% [605600/1251000] [484.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001589] [CE 4.464 (4.553)] [KD 4.619 (4.761)] 2024-10-14 11:12:48,807 - Train: 48.41% [605650/1251000] [484.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001589] [CE 4.792 (4.559)] [KD 4.892 (4.784)] 2024-10-14 11:12:56,515 - Train: 48.42% [605700/1251000] [484.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001589] [CE 4.265 (4.602)] [KD 4.768 (4.814)] 2024-10-14 11:13:04,093 - Train: 48.42% [605750/1251000] [484.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001589] [CE 4.559 (4.525)] [KD 4.841 (4.792)] 2024-10-14 11:13:11,721 - Train: 48.43% [605800/1251000] [484.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001588] [CE 4.557 (4.547)] [KD 4.606 (4.802)] 2024-10-14 11:13:19,301 - Train: 48.43% [605850/1251000] [484.3/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.001588] [CE 4.397 (4.601)] [KD 4.565 (4.825)] 2024-10-14 11:13:27,157 - Train: 48.43% [605900/1251000] [484.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001588] [CE 4.578 (4.497)] [KD 4.945 (4.722)] 2024-10-14 11:13:34,971 - Train: 48.44% [605950/1251000] [484.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001588] [CE 4.154 (4.442)] [KD 4.338 (4.679)] 2024-10-14 11:13:42,698 - Train: 48.44% [606000/1251000] [484.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001588] [CE 4.315 (4.515)] [KD 4.696 (4.734)] 2024-10-14 11:13:50,547 - Train: 48.45% [606050/1251000] [484.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001588] [CE 4.550 (4.496)] [KD 4.652 (4.746)] 2024-10-14 11:13:58,229 - Train: 48.45% [606100/1251000] [484.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.001587] [CE 4.587 (4.558)] [KD 4.687 (4.828)] 2024-10-14 11:14:05,812 - Train: 48.45% [606150/1251000] [484.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001587] [CE 4.415 (4.525)] [KD 4.632 (4.778)] 2024-10-14 11:14:13,414 - Train: 48.46% [606200/1251000] [484.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001587] [CE 4.833 (4.474)] [KD 4.973 (4.773)] 2024-10-14 11:14:21,088 - Train: 48.46% [606250/1251000] [484.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001587] [CE 4.499 (4.626)] [KD 4.623 (4.827)] 2024-10-14 11:14:28,872 - Train: 48.47% [606300/1251000] [484.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001587] [CE 3.993 (4.584)] [KD 4.322 (4.791)] 2024-10-14 11:14:36,669 - Train: 48.47% [606350/1251000] [484.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001586] [CE 4.864 (4.627)] [KD 5.018 (4.849)] 2024-10-14 11:14:44,256 - Train: 48.47% [606400/1251000] [484.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001586] [CE 4.066 (4.526)] [KD 4.655 (4.794)] 2024-10-14 11:14:51,940 - Train: 48.48% [606450/1251000] [484.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001586] [CE 4.842 (4.487)] [KD 4.864 (4.790)] 2024-10-14 11:14:59,717 - Train: 48.48% [606500/1251000] [484.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001586] [CE 5.015 (4.571)] [KD 5.018 (4.768)] 2024-10-14 11:15:07,445 - Train: 48.49% [606550/1251000] [484.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001586] [CE 4.436 (4.528)] [KD 4.976 (4.793)] 2024-10-14 11:15:15,089 - Train: 48.49% [606600/1251000] [484.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001585] [CE 4.779 (4.605)] [KD 5.172 (4.853)] 2024-10-14 11:15:22,857 - Train: 48.49% [606650/1251000] [484.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001585] [CE 4.831 (4.564)] [KD 5.010 (4.860)] 2024-10-14 11:15:30,603 - Train: 48.50% [606700/1251000] [485.0/1000.0] [batch_t 0.262 (0.155)] [data_t 0.004] [optim_t 0.258] [lr 0.001585] [CE 4.533 (4.581)] [KD 4.678 (4.810)] 2024-10-14 11:15:41,811 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 33938] [top5_cnt 44099] [top_all 50000] 2024-10-14 11:15:41,811 - net: 67.876 (88.198) 2024-10-14 11:15:47,455 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 36739] [top5_cnt 45709] [top_all 50000] 2024-10-14 11:15:47,455 - net_E: 73.478 (91.418) 2024-10-14 11:15:47,588 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:15:47,588 - ==> Total time: 21:13:30 Eta: 22:32:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:15:52,456 - Train: 48.50% [606750/1251000] [485.0/1000.0] [batch_t 0.152 (0.191)] [data_t 0.004] [optim_t 0.148] [lr 0.001585] [CE 4.195 (4.561)] [KD 4.458 (4.842)] 2024-10-14 11:16:00,275 - Train: 48.51% [606800/1251000] [485.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.001585] [CE 4.887 (4.600)] [KD 4.788 (4.766)] 2024-10-14 11:16:08,256 - Train: 48.51% [606850/1251000] [485.1/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.001585] [CE 4.474 (4.509)] [KD 4.588 (4.729)] 2024-10-14 11:16:15,786 - Train: 48.51% [606900/1251000] [485.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001584] [CE 4.924 (4.582)] [KD 4.975 (4.783)] 2024-10-14 11:16:23,309 - Train: 48.52% [606950/1251000] [485.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001584] [CE 4.940 (4.615)] [KD 4.876 (4.818)] 2024-10-14 11:16:30,834 - Train: 48.52% [607000/1251000] [485.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001584] [CE 4.357 (4.588)] [KD 4.503 (4.806)] 2024-10-14 11:16:38,483 - Train: 48.53% [607050/1251000] [485.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001584] [CE 4.210 (4.578)] [KD 4.449 (4.755)] 2024-10-14 11:16:46,085 - Train: 48.53% [607100/1251000] [485.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001584] [CE 4.060 (4.489)] [KD 4.603 (4.731)] 2024-10-14 11:16:54,182 - Train: 48.53% [607150/1251000] [485.3/1000.0] [batch_t 0.152 (0.162)] [data_t 0.004] [optim_t 0.149] [lr 0.001583] [CE 5.032 (4.582)] [KD 4.899 (4.793)] 2024-10-14 11:17:02,024 - Train: 48.54% [607200/1251000] [485.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001583] [CE 4.510 (4.507)] [KD 4.935 (4.725)] 2024-10-14 11:17:09,651 - Train: 48.54% [607250/1251000] [485.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001583] [CE 4.186 (4.554)] [KD 4.568 (4.743)] 2024-10-14 11:17:17,378 - Train: 48.55% [607300/1251000] [485.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.002] [optim_t 0.147] [lr 0.001583] [CE 4.454 (4.511)] [KD 4.525 (4.680)] 2024-10-14 11:17:25,034 - Train: 48.55% [607350/1251000] [485.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001583] [CE 3.942 (4.501)] [KD 4.604 (4.754)] 2024-10-14 11:17:32,593 - Train: 48.55% [607400/1251000] [485.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001582] [CE 4.645 (4.543)] [KD 4.971 (4.796)] 2024-10-14 11:17:40,404 - Train: 48.56% [607450/1251000] [485.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001582] [CE 4.393 (4.560)] [KD 4.784 (4.869)] 2024-10-14 11:17:47,995 - Train: 48.56% [607500/1251000] [485.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001582] [CE 4.812 (4.571)] [KD 4.818 (4.830)] 2024-10-14 11:17:55,820 - Train: 48.57% [607550/1251000] [485.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001582] [CE 4.409 (4.587)] [KD 4.561 (4.821)] 2024-10-14 11:18:03,536 - Train: 48.57% [607600/1251000] [485.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001582] [CE 4.678 (4.564)] [KD 4.743 (4.834)] 2024-10-14 11:18:11,495 - Train: 48.57% [607650/1251000] [485.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.001582] [CE 4.291 (4.621)] [KD 4.451 (4.775)] 2024-10-14 11:18:19,351 - Train: 48.58% [607700/1251000] [485.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.001581] [CE 4.017 (4.529)] [KD 4.568 (4.692)] 2024-10-14 11:18:26,920 - Train: 48.58% [607750/1251000] [485.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001581] [CE 4.233 (4.542)] [KD 4.448 (4.774)] 2024-10-14 11:18:34,603 - Train: 48.59% [607800/1251000] [485.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001581] [CE 4.884 (4.494)] [KD 5.071 (4.796)] 2024-10-14 11:18:42,319 - Train: 48.59% [607850/1251000] [485.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001581] [CE 4.713 (4.569)] [KD 4.716 (4.784)] 2024-10-14 11:18:49,922 - Train: 48.59% [607900/1251000] [485.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001581] [CE 4.762 (4.563)] [KD 4.689 (4.762)] 2024-10-14 11:18:57,558 - Train: 48.60% [607950/1251000] [486.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001580] [CE 4.740 (4.552)] [KD 4.687 (4.773)] 2024-10-14 11:19:09,045 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34021] [top5_cnt 44139] [top_all 50000] 2024-10-14 11:19:09,046 - net: 68.042 (88.278) 2024-10-14 11:19:14,861 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36698] [top5_cnt 45700] [top_all 50000] 2024-10-14 11:19:14,862 - net_E: 73.396 (91.400) 2024-10-14 11:19:14,976 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:19:14,976 - ==> Total time: 21:16:58 Eta: 22:30:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:19:19,189 - Train: 48.60% [608000/1251000] [486.0/1000.0] [batch_t 0.150 (0.176)] [data_t 0.003] [optim_t 0.147] [lr 0.001580] [CE 4.953 (4.543)] [KD 4.830 (4.761)] 2024-10-14 11:19:27,038 - Train: 48.61% [608050/1251000] [486.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001580] [CE 5.165 (4.571)] [KD 5.261 (4.752)] 2024-10-14 11:19:34,708 - Train: 48.61% [608100/1251000] [486.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.001580] [CE 4.631 (4.557)] [KD 4.725 (4.739)] 2024-10-14 11:19:42,268 - Train: 48.61% [608150/1251000] [486.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001580] [CE 4.496 (4.518)] [KD 4.876 (4.697)] 2024-10-14 11:19:49,827 - Train: 48.62% [608200/1251000] [486.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001579] [CE 4.759 (4.524)] [KD 4.870 (4.704)] 2024-10-14 11:19:57,503 - Train: 48.62% [608250/1251000] [486.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001579] [CE 4.391 (4.564)] [KD 4.674 (4.738)] 2024-10-14 11:20:05,293 - Train: 48.63% [608300/1251000] [486.3/1000.0] [batch_t 0.258 (0.156)] [data_t 0.004] [optim_t 0.254] [lr 0.001579] [CE 4.263 (4.561)] [KD 4.576 (4.748)] 2024-10-14 11:20:12,812 - Train: 48.63% [608350/1251000] [486.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001579] [CE 4.758 (4.506)] [KD 5.068 (4.776)] 2024-10-14 11:20:20,581 - Train: 48.63% [608400/1251000] [486.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001579] [CE 3.744 (4.571)] [KD 4.349 (4.739)] 2024-10-14 11:20:28,243 - Train: 48.64% [608450/1251000] [486.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.143] [lr 0.001579] [CE 4.915 (4.592)] [KD 4.721 (4.759)] 2024-10-14 11:20:35,921 - Train: 48.64% [608500/1251000] [486.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001578] [CE 4.560 (4.596)] [KD 4.786 (4.795)] 2024-10-14 11:20:43,741 - Train: 48.65% [608550/1251000] [486.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001578] [CE 4.519 (4.574)] [KD 4.715 (4.784)] 2024-10-14 11:20:51,430 - Train: 48.65% [608600/1251000] [486.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001578] [CE 4.049 (4.520)] [KD 4.571 (4.767)] 2024-10-14 11:20:59,141 - Train: 48.65% [608650/1251000] [486.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001578] [CE 4.796 (4.622)] [KD 4.835 (4.819)] 2024-10-14 11:21:06,873 - Train: 48.66% [608700/1251000] [486.6/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.001578] [CE 4.545 (4.577)] [KD 4.836 (4.824)] 2024-10-14 11:21:14,587 - Train: 48.66% [608750/1251000] [486.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001577] [CE 4.517 (4.583)] [KD 4.798 (4.813)] 2024-10-14 11:21:22,175 - Train: 48.67% [608800/1251000] [486.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001577] [CE 5.010 (4.571)] [KD 5.103 (4.839)] 2024-10-14 11:21:30,133 - Train: 48.67% [608850/1251000] [486.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001577] [CE 4.181 (4.563)] [KD 4.438 (4.813)] 2024-10-14 11:21:38,045 - Train: 48.67% [608900/1251000] [486.7/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001577] [CE 4.151 (4.503)] [KD 4.539 (4.804)] 2024-10-14 11:21:45,639 - Train: 48.68% [608950/1251000] [486.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001577] [CE 4.750 (4.611)] [KD 4.980 (4.813)] 2024-10-14 11:21:53,370 - Train: 48.68% [609000/1251000] [486.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001577] [CE 4.518 (4.507)] [KD 4.754 (4.743)] 2024-10-14 11:22:00,906 - Train: 48.69% [609050/1251000] [486.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001576] [CE 4.753 (4.472)] [KD 4.878 (4.768)] 2024-10-14 11:22:08,736 - Train: 48.69% [609100/1251000] [486.9/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.001576] [CE 4.527 (4.559)] [KD 4.824 (4.799)] 2024-10-14 11:22:16,354 - Train: 48.69% [609150/1251000] [486.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001576] [CE 4.892 (4.561)] [KD 5.011 (4.819)] 2024-10-14 11:22:24,162 - Train: 48.70% [609200/1251000] [487.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001576] [CE 4.112 (4.585)] [KD 4.322 (4.828)] 2024-10-14 11:22:35,476 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 33564] [top5_cnt 43808] [top_all 50000] 2024-10-14 11:22:35,477 - net: 67.128 (87.616) 2024-10-14 11:22:41,315 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36689] [top5_cnt 45687] [top_all 50000] 2024-10-14 11:22:41,315 - net_E: 73.378 (91.374) 2024-10-14 11:22:41,421 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:22:41,422 - ==> Total time: 21:20:24 Eta: 22:28:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:22:45,599 - Train: 48.70% [609250/1251000] [487.0/1000.0] [batch_t 0.150 (0.190)] [data_t 0.003] [optim_t 0.147] [lr 0.001576] [CE 4.449 (4.579)] [KD 4.771 (4.799)] 2024-10-14 11:22:53,199 - Train: 48.71% [609300/1251000] [487.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001575] [CE 4.707 (4.549)] [KD 4.728 (4.831)] 2024-10-14 11:23:00,661 - Train: 48.71% [609350/1251000] [487.1/1000.0] [batch_t 0.149 (0.149)] [data_t 0.003] [optim_t 0.145] [lr 0.001575] [CE 4.611 (4.547)] [KD 4.625 (4.759)] 2024-10-14 11:23:08,328 - Train: 48.71% [609400/1251000] [487.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001575] [CE 4.236 (4.540)] [KD 4.409 (4.752)] 2024-10-14 11:23:15,955 - Train: 48.72% [609450/1251000] [487.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001575] [CE 4.575 (4.613)] [KD 4.992 (4.723)] 2024-10-14 11:23:23,584 - Train: 48.72% [609500/1251000] [487.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001575] [CE 4.934 (4.529)] [KD 5.034 (4.802)] 2024-10-14 11:23:31,421 - Train: 48.73% [609550/1251000] [487.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001574] [CE 4.386 (4.517)] [KD 4.994 (4.771)] 2024-10-14 11:23:38,919 - Train: 48.73% [609600/1251000] [487.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001574] [CE 4.077 (4.595)] [KD 4.794 (4.759)] 2024-10-14 11:23:46,563 - Train: 48.73% [609650/1251000] [487.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.001574] [CE 4.539 (4.500)] [KD 4.540 (4.743)] 2024-10-14 11:23:54,321 - Train: 48.74% [609700/1251000] [487.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001574] [CE 4.617 (4.562)] [KD 4.916 (4.767)] 2024-10-14 11:24:02,000 - Train: 48.74% [609750/1251000] [487.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001574] [CE 4.813 (4.550)] [KD 4.838 (4.744)] 2024-10-14 11:24:09,545 - Train: 48.75% [609800/1251000] [487.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001574] [CE 4.843 (4.529)] [KD 5.047 (4.702)] 2024-10-14 11:24:17,081 - Train: 48.75% [609850/1251000] [487.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001573] [CE 4.912 (4.598)] [KD 4.912 (4.799)] 2024-10-14 11:24:24,817 - Train: 48.75% [609900/1251000] [487.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001573] [CE 4.366 (4.595)] [KD 4.849 (4.764)] 2024-10-14 11:24:32,421 - Train: 48.76% [609950/1251000] [487.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001573] [CE 4.721 (4.583)] [KD 4.678 (4.817)] 2024-10-14 11:24:40,454 - Train: 48.76% [610000/1251000] [487.6/1000.0] [batch_t 0.148 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.001573] [CE 5.194 (4.532)] [KD 4.851 (4.741)] 2024-10-14 11:24:47,963 - Train: 48.76% [610050/1251000] [487.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001573] [CE 4.929 (4.587)] [KD 5.004 (4.804)] 2024-10-14 11:24:55,635 - Train: 48.77% [610100/1251000] [487.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001572] [CE 4.055 (4.547)] [KD 4.513 (4.772)] 2024-10-14 11:25:03,184 - Train: 48.77% [610150/1251000] [487.7/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.160] [lr 0.001572] [CE 4.186 (4.561)] [KD 4.826 (4.830)] 2024-10-14 11:25:10,801 - Train: 48.78% [610200/1251000] [487.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001572] [CE 4.738 (4.605)] [KD 5.002 (4.828)] 2024-10-14 11:25:18,411 - Train: 48.78% [610250/1251000] [487.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001572] [CE 4.788 (4.565)] [KD 4.901 (4.813)] 2024-10-14 11:25:26,034 - Train: 48.78% [610300/1251000] [487.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001572] [CE 4.679 (4.598)] [KD 4.579 (4.877)] 2024-10-14 11:25:33,699 - Train: 48.79% [610350/1251000] [487.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001571] [CE 5.078 (4.544)] [KD 4.779 (4.848)] 2024-10-14 11:25:41,579 - Train: 48.79% [610400/1251000] [487.9/1000.0] [batch_t 0.164 (0.157)] [data_t 0.005] [optim_t 0.159] [lr 0.001571] [CE 4.611 (4.579)] [KD 4.586 (4.774)] 2024-10-14 11:25:49,409 - Train: 48.80% [610450/1251000] [488.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001571] [CE 4.651 (4.598)] [KD 4.915 (4.851)] 2024-10-14 11:26:00,854 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34086] [top5_cnt 44164] [top_all 50000] 2024-10-14 11:26:00,854 - net: 68.172 (88.328) 2024-10-14 11:26:06,574 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36714] [top5_cnt 45677] [top_all 50000] 2024-10-14 11:26:06,574 - net_E: 73.428 (91.354) 2024-10-14 11:26:06,705 - Max [top1: 68.466 (epoch: 474)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:26:06,705 - ==> Total time: 21:23:49 Eta: 22:26:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:26:10,847 - Train: 48.80% [610500/1251000] [488.0/1000.0] [batch_t 0.148 (0.193)] [data_t 0.004] [optim_t 0.144] [lr 0.001571] [CE 4.194 (4.503)] [KD 4.687 (4.687)] 2024-10-14 11:26:18,568 - Train: 48.80% [610550/1251000] [488.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001571] [CE 4.146 (4.479)] [KD 4.708 (4.704)] 2024-10-14 11:26:26,161 - Train: 48.81% [610600/1251000] [488.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001571] [CE 4.611 (4.565)] [KD 4.827 (4.781)] 2024-10-14 11:26:33,981 - Train: 48.81% [610650/1251000] [488.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001570] [CE 4.711 (4.524)] [KD 4.785 (4.690)] 2024-10-14 11:26:41,513 - Train: 48.82% [610700/1251000] [488.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001570] [CE 4.864 (4.591)] [KD 4.830 (4.742)] 2024-10-14 11:26:49,174 - Train: 48.82% [610750/1251000] [488.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001570] [CE 4.387 (4.598)] [KD 4.798 (4.839)] 2024-10-14 11:26:56,913 - Train: 48.82% [610800/1251000] [488.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001570] [CE 4.692 (4.569)] [KD 4.496 (4.842)] 2024-10-14 11:27:04,786 - Train: 48.83% [610850/1251000] [488.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001570] [CE 4.533 (4.509)] [KD 4.593 (4.721)] 2024-10-14 11:27:12,333 - Train: 48.83% [610900/1251000] [488.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001569] [CE 4.506 (4.514)] [KD 4.707 (4.741)] 2024-10-14 11:27:20,187 - Train: 48.84% [610950/1251000] [488.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001569] [CE 4.485 (4.545)] [KD 4.547 (4.783)] 2024-10-14 11:27:27,725 - Train: 48.84% [611000/1251000] [488.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001569] [CE 4.627 (4.555)] [KD 4.776 (4.766)] 2024-10-14 11:27:35,587 - Train: 48.84% [611050/1251000] [488.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001569] [CE 4.648 (4.507)] [KD 4.842 (4.748)] 2024-10-14 11:27:43,101 - Train: 48.85% [611100/1251000] [488.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.001569] [CE 5.112 (4.620)] [KD 4.941 (4.802)] 2024-10-14 11:27:50,635 - Train: 48.85% [611150/1251000] [488.5/1000.0] [batch_t 0.162 (0.151)] [data_t 0.003] [optim_t 0.159] [lr 0.001569] [CE 4.318 (4.630)] [KD 4.582 (4.869)] 2024-10-14 11:27:58,280 - Train: 48.86% [611200/1251000] [488.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001568] [CE 4.334 (4.493)] [KD 4.749 (4.708)] 2024-10-14 11:28:06,127 - Train: 48.86% [611250/1251000] [488.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001568] [CE 4.268 (4.543)] [KD 4.769 (4.779)] 2024-10-14 11:28:13,884 - Train: 48.86% [611300/1251000] [488.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001568] [CE 4.298 (4.582)] [KD 4.704 (4.806)] 2024-10-14 11:28:21,499 - Train: 48.87% [611350/1251000] [488.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001568] [CE 4.456 (4.583)] [KD 4.826 (4.788)] 2024-10-14 11:28:29,264 - Train: 48.87% [611400/1251000] [488.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001568] [CE 5.083 (4.542)] [KD 4.823 (4.820)] 2024-10-14 11:28:36,812 - Train: 48.88% [611450/1251000] [488.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001567] [CE 4.442 (4.523)] [KD 4.759 (4.773)] 2024-10-14 11:28:44,750 - Train: 48.88% [611500/1251000] [488.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.001567] [CE 5.183 (4.583)] [KD 4.944 (4.803)] 2024-10-14 11:28:52,245 - Train: 48.88% [611550/1251000] [488.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001567] [CE 4.351 (4.567)] [KD 4.886 (4.743)] 2024-10-14 11:28:59,889 - Train: 48.89% [611600/1251000] [488.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001567] [CE 4.282 (4.512)] [KD 4.754 (4.703)] 2024-10-14 11:29:07,679 - Train: 48.89% [611650/1251000] [488.9/1000.0] [batch_t 0.283 (0.156)] [data_t 0.005] [optim_t 0.278] [lr 0.001567] [CE 4.289 (4.578)] [KD 4.961 (4.742)] 2024-10-14 11:29:15,419 - Train: 48.90% [611700/1251000] [489.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001566] [CE 3.968 (4.579)] [KD 4.862 (4.819)] 2024-10-14 11:29:27,107 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 34280] [top5_cnt 44444] [top_all 50000] 2024-10-14 11:29:27,107 - net: 68.560 (88.888) 2024-10-14 11:29:32,850 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36732] [top5_cnt 45674] [top_all 50000] 2024-10-14 11:29:32,850 - net_E: 73.464 (91.348) 2024-10-14 11:29:32,999 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:29:33,000 - ==> Total time: 21:27:16 Eta: 22:25:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:29:44,172 - Train: 48.90% [611750/1251000] [489.0/1000.0] [batch_t 0.148 (0.194)] [data_t 0.004] [optim_t 0.144] [lr 0.001566] [CE 4.670 (4.481)] [KD 4.790 (4.632)] 2024-10-14 11:29:51,862 - Train: 48.90% [611800/1251000] [489.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001566] [CE 4.368 (4.562)] [KD 4.422 (4.799)] 2024-10-14 11:29:59,613 - Train: 48.91% [611850/1251000] [489.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001566] [CE 4.995 (4.554)] [KD 4.769 (4.758)] 2024-10-14 11:30:07,141 - Train: 48.91% [611900/1251000] [489.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001566] [CE 4.444 (4.536)] [KD 4.532 (4.741)] 2024-10-14 11:30:14,697 - Train: 48.92% [611950/1251000] [489.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001566] [CE 4.169 (4.548)] [KD 4.556 (4.776)] 2024-10-14 11:30:22,376 - Train: 48.92% [612000/1251000] [489.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001565] [CE 4.256 (4.572)] [KD 4.774 (4.827)] 2024-10-14 11:30:30,156 - Train: 48.92% [612050/1251000] [489.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001565] [CE 4.514 (4.591)] [KD 4.562 (4.810)] 2024-10-14 11:30:37,701 - Train: 48.93% [612100/1251000] [489.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001565] [CE 4.849 (4.560)] [KD 5.139 (4.721)] 2024-10-14 11:30:45,590 - Train: 48.93% [612150/1251000] [489.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001565] [CE 4.227 (4.618)] [KD 4.540 (4.842)] 2024-10-14 11:30:53,130 - Train: 48.94% [612200/1251000] [489.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001565] [CE 4.580 (4.620)] [KD 4.783 (4.825)] 2024-10-14 11:31:00,958 - Train: 48.94% [612250/1251000] [489.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001564] [CE 4.427 (4.592)] [KD 4.521 (4.800)] 2024-10-14 11:31:08,634 - Train: 48.94% [612300/1251000] [489.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001564] [CE 4.349 (4.509)] [KD 4.365 (4.721)] 2024-10-14 11:31:16,192 - Train: 48.95% [612350/1251000] [489.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001564] [CE 4.731 (4.516)] [KD 4.888 (4.723)] 2024-10-14 11:31:23,839 - Train: 48.95% [612400/1251000] [489.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001564] [CE 4.912 (4.541)] [KD 4.990 (4.759)] 2024-10-14 11:31:31,582 - Train: 48.96% [612450/1251000] [489.6/1000.0] [batch_t 0.158 (0.155)] [data_t 0.006] [optim_t 0.152] [lr 0.001564] [CE 4.819 (4.542)] [KD 4.959 (4.739)] 2024-10-14 11:31:39,224 - Train: 48.96% [612500/1251000] [489.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001563] [CE 4.315 (4.530)] [KD 4.864 (4.761)] 2024-10-14 11:31:46,959 - Train: 48.96% [612550/1251000] [489.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001563] [CE 4.242 (4.580)] [KD 4.650 (4.776)] 2024-10-14 11:31:54,517 - Train: 48.97% [612600/1251000] [489.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001563] [CE 4.949 (4.512)] [KD 5.061 (4.656)] 2024-10-14 11:32:02,202 - Train: 48.97% [612650/1251000] [489.7/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.001563] [CE 4.395 (4.610)] [KD 5.159 (4.821)] 2024-10-14 11:32:10,085 - Train: 48.98% [612700/1251000] [489.8/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001563] [CE 4.591 (4.624)] [KD 4.772 (4.781)] 2024-10-14 11:32:17,746 - Train: 48.98% [612750/1251000] [489.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.001563] [CE 4.018 (4.504)] [KD 4.670 (4.739)] 2024-10-14 11:32:25,296 - Train: 48.98% [612800/1251000] [489.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001562] [CE 4.629 (4.617)] [KD 4.648 (4.762)] 2024-10-14 11:32:32,941 - Train: 48.99% [612850/1251000] [489.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001562] [CE 4.232 (4.509)] [KD 4.607 (4.758)] 2024-10-14 11:32:40,746 - Train: 48.99% [612900/1251000] [489.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001562] [CE 4.212 (4.540)] [KD 4.743 (4.753)] 2024-10-14 11:32:48,329 - Train: 49.00% [612950/1251000] [490.0/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.001562] [CE 4.828 (4.621)] [KD 4.887 (4.811)] 2024-10-14 11:33:00,142 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 33969] [top5_cnt 44149] [top_all 50000] 2024-10-14 11:33:00,142 - net: 67.938 (88.298) 2024-10-14 11:33:05,903 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36740] [top5_cnt 45657] [top_all 50000] 2024-10-14 11:33:05,904 - net_E: 73.480 (91.314) 2024-10-14 11:33:06,045 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:33:06,046 - ==> Total time: 21:30:49 Eta: 22:23:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:33:09,674 - Train: 49.00% [613000/1251000] [490.0/1000.0] [batch_t 0.152 (0.191)] [data_t 0.003] [optim_t 0.149] [lr 0.001562] [CE 4.435 (4.567)] [KD 4.484 (4.768)] 2024-10-14 11:33:17,259 - Train: 49.00% [613050/1251000] [490.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001561] [CE 4.914 (4.599)] [KD 4.865 (4.770)] 2024-10-14 11:33:24,952 - Train: 49.01% [613100/1251000] [490.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001561] [CE 4.185 (4.493)] [KD 4.533 (4.682)] 2024-10-14 11:33:32,935 - Train: 49.01% [613150/1251000] [490.1/1000.0] [batch_t 0.293 (0.160)] [data_t 0.005] [optim_t 0.289] [lr 0.001561] [CE 4.996 (4.525)] [KD 4.922 (4.717)] 2024-10-14 11:33:40,506 - Train: 49.02% [613200/1251000] [490.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001561] [CE 4.877 (4.537)] [KD 4.746 (4.777)] 2024-10-14 11:33:48,062 - Train: 49.02% [613250/1251000] [490.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001561] [CE 4.603 (4.560)] [KD 4.665 (4.744)] 2024-10-14 11:33:55,908 - Train: 49.02% [613300/1251000] [490.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001560] [CE 4.774 (4.550)] [KD 4.767 (4.748)] 2024-10-14 11:34:03,518 - Train: 49.03% [613350/1251000] [490.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001560] [CE 4.667 (4.522)] [KD 4.965 (4.735)] 2024-10-14 11:34:11,328 - Train: 49.03% [613400/1251000] [490.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001560] [CE 4.737 (4.600)] [KD 4.708 (4.778)] 2024-10-14 11:34:18,828 - Train: 49.04% [613450/1251000] [490.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.001560] [CE 4.719 (4.618)] [KD 4.968 (4.772)] 2024-10-14 11:34:26,432 - Train: 49.04% [613500/1251000] [490.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001560] [CE 4.877 (4.596)] [KD 4.883 (4.726)] 2024-10-14 11:34:34,133 - Train: 49.04% [613550/1251000] [490.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.001560] [CE 4.461 (4.551)] [KD 4.747 (4.767)] 2024-10-14 11:34:41,908 - Train: 49.05% [613600/1251000] [490.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001559] [CE 4.299 (4.535)] [KD 4.855 (4.798)] 2024-10-14 11:34:49,547 - Train: 49.05% [613650/1251000] [490.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001559] [CE 4.674 (4.600)] [KD 4.812 (4.781)] 2024-10-14 11:34:57,178 - Train: 49.06% [613700/1251000] [490.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001559] [CE 4.250 (4.550)] [KD 4.673 (4.836)] 2024-10-14 11:35:04,836 - Train: 49.06% [613750/1251000] [490.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001559] [CE 4.741 (4.489)] [KD 5.139 (4.763)] 2024-10-14 11:35:12,342 - Train: 49.06% [613800/1251000] [490.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001559] [CE 5.233 (4.564)] [KD 5.118 (4.767)] 2024-10-14 11:35:19,978 - Train: 49.07% [613850/1251000] [490.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001558] [CE 4.683 (4.521)] [KD 4.765 (4.739)] 2024-10-14 11:35:27,569 - Train: 49.07% [613900/1251000] [490.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001558] [CE 4.873 (4.623)] [KD 4.764 (4.823)] 2024-10-14 11:35:35,275 - Train: 49.08% [613950/1251000] [490.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001558] [CE 4.599 (4.550)] [KD 4.848 (4.800)] 2024-10-14 11:35:43,000 - Train: 49.08% [614000/1251000] [490.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001558] [CE 4.332 (4.623)] [KD 4.848 (4.802)] 2024-10-14 11:35:50,572 - Train: 49.08% [614050/1251000] [490.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001558] [CE 4.887 (4.669)] [KD 4.829 (4.823)] 2024-10-14 11:35:58,123 - Train: 49.09% [614100/1251000] [490.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001558] [CE 5.072 (4.534)] [KD 4.835 (4.750)] 2024-10-14 11:36:06,048 - Train: 49.09% [614150/1251000] [490.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001557] [CE 4.699 (4.522)] [KD 4.875 (4.799)] 2024-10-14 11:36:13,692 - Train: 49.10% [614200/1251000] [491.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001557] [CE 4.646 (4.583)] [KD 4.635 (4.737)] 2024-10-14 11:36:25,675 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33844] [top5_cnt 44145] [top_all 50000] 2024-10-14 11:36:25,675 - net: 67.688 (88.290) 2024-10-14 11:36:31,573 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 36738] [top5_cnt 45676] [top_all 50000] 2024-10-14 11:36:31,574 - net_E: 73.476 (91.352) 2024-10-14 11:36:31,690 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:36:31,690 - ==> Total time: 21:34:14 Eta: 22:21:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:36:35,671 - Train: 49.10% [614250/1251000] [491.0/1000.0] [batch_t 0.157 (0.212)] [data_t 0.003] [optim_t 0.154] [lr 0.001557] [CE 4.416 (4.568)] [KD 4.759 (4.779)] 2024-10-14 11:36:43,293 - Train: 49.10% [614300/1251000] [491.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001557] [CE 4.882 (4.583)] [KD 4.750 (4.701)] 2024-10-14 11:36:51,115 - Train: 49.11% [614350/1251000] [491.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001557] [CE 4.617 (4.470)] [KD 4.580 (4.699)] 2024-10-14 11:36:58,706 - Train: 49.11% [614400/1251000] [491.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001556] [CE 4.617 (4.547)] [KD 5.006 (4.753)] 2024-10-14 11:37:06,606 - Train: 49.12% [614450/1251000] [491.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001556] [CE 4.476 (4.520)] [KD 4.947 (4.730)] 2024-10-14 11:37:14,200 - Train: 49.12% [614500/1251000] [491.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001556] [CE 4.468 (4.469)] [KD 4.582 (4.711)] 2024-10-14 11:37:22,200 - Train: 49.12% [614550/1251000] [491.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.001556] [CE 4.610 (4.537)] [KD 4.489 (4.767)] 2024-10-14 11:37:29,892 - Train: 49.13% [614600/1251000] [491.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001556] [CE 4.688 (4.553)] [KD 4.642 (4.692)] 2024-10-14 11:37:37,672 - Train: 49.13% [614650/1251000] [491.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001555] [CE 4.206 (4.480)] [KD 4.921 (4.675)] 2024-10-14 11:37:45,403 - Train: 49.14% [614700/1251000] [491.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001555] [CE 5.072 (4.496)] [KD 4.970 (4.708)] 2024-10-14 11:37:52,997 - Train: 49.14% [614750/1251000] [491.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001555] [CE 4.440 (4.568)] [KD 4.634 (4.840)] 2024-10-14 11:38:00,752 - Train: 49.14% [614800/1251000] [491.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001555] [CE 4.959 (4.531)] [KD 5.030 (4.728)] 2024-10-14 11:38:08,509 - Train: 49.15% [614850/1251000] [491.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001555] [CE 4.367 (4.547)] [KD 4.708 (4.732)] 2024-10-14 11:38:16,248 - Train: 49.15% [614900/1251000] [491.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001555] [CE 4.537 (4.497)] [KD 4.607 (4.690)] 2024-10-14 11:38:24,232 - Train: 49.16% [614950/1251000] [491.6/1000.0] [batch_t 0.154 (0.160)] [data_t 0.004] [optim_t 0.150] [lr 0.001554] [CE 4.056 (4.468)] [KD 4.608 (4.691)] 2024-10-14 11:38:31,934 - Train: 49.16% [615000/1251000] [491.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001554] [CE 4.744 (4.549)] [KD 5.103 (4.842)] 2024-10-14 11:38:39,567 - Train: 49.16% [615050/1251000] [491.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001554] [CE 4.659 (4.500)] [KD 4.889 (4.712)] 2024-10-14 11:38:47,291 - Train: 49.17% [615100/1251000] [491.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001554] [CE 4.784 (4.573)] [KD 4.604 (4.766)] 2024-10-14 11:38:54,935 - Train: 49.17% [615150/1251000] [491.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001554] [CE 4.423 (4.573)] [KD 4.701 (4.756)] 2024-10-14 11:39:02,941 - Train: 49.18% [615200/1251000] [491.8/1000.0] [batch_t 0.155 (0.160)] [data_t 0.005] [optim_t 0.150] [lr 0.001553] [CE 4.469 (4.586)] [KD 4.705 (4.855)] 2024-10-14 11:39:10,608 - Train: 49.18% [615250/1251000] [491.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001553] [CE 4.275 (4.520)] [KD 4.788 (4.764)] 2024-10-14 11:39:18,602 - Train: 49.18% [615300/1251000] [491.8/1000.0] [batch_t 0.155 (0.160)] [data_t 0.003] [optim_t 0.152] [lr 0.001553] [CE 4.700 (4.621)] [KD 4.533 (4.834)] 2024-10-14 11:39:26,515 - Train: 49.19% [615350/1251000] [491.9/1000.0] [batch_t 0.161 (0.158)] [data_t 0.005] [optim_t 0.157] [lr 0.001553] [CE 4.626 (4.493)] [KD 4.729 (4.728)] 2024-10-14 11:39:34,371 - Train: 49.19% [615400/1251000] [491.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001553] [CE 4.498 (4.523)] [KD 4.691 (4.839)] 2024-10-14 11:39:42,110 - Train: 49.20% [615450/1251000] [492.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001552] [CE 4.611 (4.634)] [KD 4.774 (4.852)] 2024-10-14 11:39:54,085 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 33947] [top5_cnt 44134] [top_all 50000] 2024-10-14 11:39:54,085 - net: 67.894 (88.268) 2024-10-14 11:40:00,013 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 36754] [top5_cnt 45677] [top_all 50000] 2024-10-14 11:40:00,013 - net_E: 73.508 (91.354) 2024-10-14 11:40:00,184 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.516 (epoch: 478)] 2024-10-14 11:40:00,185 - ==> Total time: 21:37:43 Eta: 22:19:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:40:03,666 - Train: 49.20% [615500/1251000] [492.0/1000.0] [batch_t 0.159 (0.221)] [data_t 0.004] [optim_t 0.155] [lr 0.001552] [CE 4.595 (4.454)] [KD 4.924 (4.647)] 2024-10-14 11:40:11,363 - Train: 49.20% [615550/1251000] [492.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001552] [CE 4.792 (4.546)] [KD 4.833 (4.680)] 2024-10-14 11:40:18,919 - Train: 49.21% [615600/1251000] [492.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001552] [CE 4.855 (4.625)] [KD 5.064 (4.707)] 2024-10-14 11:40:26,439 - Train: 49.21% [615650/1251000] [492.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001552] [CE 4.622 (4.545)] [KD 4.818 (4.739)] 2024-10-14 11:40:34,224 - Train: 49.22% [615700/1251000] [492.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.001552] [CE 4.490 (4.582)] [KD 4.749 (4.760)] 2024-10-14 11:40:41,973 - Train: 49.22% [615750/1251000] [492.2/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.001551] [CE 4.817 (4.599)] [KD 4.873 (4.791)] 2024-10-14 11:40:49,719 - Train: 49.22% [615800/1251000] [492.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001551] [CE 4.597 (4.462)] [KD 4.539 (4.613)] 2024-10-14 11:40:57,428 - Train: 49.23% [615850/1251000] [492.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001551] [CE 4.459 (4.579)] [KD 4.463 (4.692)] 2024-10-14 11:41:05,053 - Train: 49.23% [615900/1251000] [492.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001551] [CE 4.701 (4.590)] [KD 4.624 (4.682)] 2024-10-14 11:41:12,643 - Train: 49.24% [615950/1251000] [492.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001551] [CE 4.399 (4.579)] [KD 4.672 (4.755)] 2024-10-14 11:41:20,565 - Train: 49.24% [616000/1251000] [492.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001550] [CE 5.008 (4.482)] [KD 4.775 (4.680)] 2024-10-14 11:41:28,241 - Train: 49.24% [616050/1251000] [492.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001550] [CE 4.420 (4.569)] [KD 4.653 (4.744)] 2024-10-14 11:41:36,073 - Train: 49.25% [616100/1251000] [492.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.001550] [CE 4.448 (4.583)] [KD 4.554 (4.733)] 2024-10-14 11:41:43,756 - Train: 49.25% [616150/1251000] [492.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001550] [CE 4.851 (4.667)] [KD 4.877 (4.775)] 2024-10-14 11:41:51,343 - Train: 49.26% [616200/1251000] [492.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001550] [CE 4.780 (4.564)] [KD 4.758 (4.754)] 2024-10-14 11:41:59,190 - Train: 49.26% [616250/1251000] [492.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001549] [CE 4.693 (4.526)] [KD 4.836 (4.686)] 2024-10-14 11:42:06,903 - Train: 49.26% [616300/1251000] [492.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001549] [CE 4.260 (4.594)] [KD 4.656 (4.758)] 2024-10-14 11:42:14,551 - Train: 49.27% [616350/1251000] [492.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001549] [CE 4.408 (4.484)] [KD 4.617 (4.702)] 2024-10-14 11:42:22,425 - Train: 49.27% [616400/1251000] [492.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001549] [CE 4.249 (4.556)] [KD 4.489 (4.791)] 2024-10-14 11:42:30,001 - Train: 49.28% [616450/1251000] [492.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001549] [CE 4.599 (4.567)] [KD 4.952 (4.806)] 2024-10-14 11:42:37,658 - Train: 49.28% [616500/1251000] [492.8/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.001549] [CE 5.038 (4.572)] [KD 5.326 (4.790)] 2024-10-14 11:42:45,511 - Train: 49.28% [616550/1251000] [492.8/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.001548] [CE 4.286 (4.554)] [KD 4.524 (4.788)] 2024-10-14 11:42:53,254 - Train: 49.29% [616600/1251000] [492.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001548] [CE 4.971 (4.573)] [KD 4.853 (4.744)] 2024-10-14 11:43:01,040 - Train: 49.29% [616650/1251000] [492.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001548] [CE 4.965 (4.569)] [KD 5.165 (4.732)] 2024-10-14 11:43:08,843 - Train: 49.30% [616700/1251000] [493.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001548] [CE 4.440 (4.615)] [KD 4.450 (4.853)] 2024-10-14 11:43:20,938 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 33641] [top5_cnt 43982] [top_all 50000] 2024-10-14 11:43:20,938 - net: 67.282 (87.964) 2024-10-14 11:43:26,644 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 36784] [top5_cnt 45673] [top_all 50000] 2024-10-14 11:43:26,644 - net_E: 73.568 (91.346) 2024-10-14 11:43:26,808 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 11:43:26,808 - ==> Total time: 21:41:10 Eta: 22:18:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:43:36,413 - Train: 49.30% [616750/1251000] [493.0/1000.0] [batch_t 0.155 (0.236)] [data_t 0.003] [optim_t 0.152] [lr 0.001548] [CE 4.267 (4.537)] [KD 4.425 (4.674)] 2024-10-14 11:43:44,049 - Train: 49.30% [616800/1251000] [493.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001547] [CE 4.439 (4.456)] [KD 4.387 (4.618)] 2024-10-14 11:43:51,748 - Train: 49.31% [616850/1251000] [493.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001547] [CE 4.412 (4.519)] [KD 4.921 (4.748)] 2024-10-14 11:43:59,587 - Train: 49.31% [616900/1251000] [493.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001547] [CE 4.158 (4.601)] [KD 4.824 (4.863)] 2024-10-14 11:44:07,205 - Train: 49.32% [616950/1251000] [493.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001547] [CE 4.105 (4.533)] [KD 4.305 (4.718)] 2024-10-14 11:44:14,945 - Train: 49.32% [617000/1251000] [493.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001547] [CE 4.082 (4.529)] [KD 4.446 (4.772)] 2024-10-14 11:44:22,744 - Train: 49.32% [617050/1251000] [493.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001547] [CE 4.918 (4.549)] [KD 5.046 (4.738)] 2024-10-14 11:44:30,451 - Train: 49.33% [617100/1251000] [493.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001546] [CE 4.616 (4.565)] [KD 4.908 (4.783)] 2024-10-14 11:44:38,008 - Train: 49.33% [617150/1251000] [493.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001546] [CE 4.568 (4.573)] [KD 4.971 (4.800)] 2024-10-14 11:44:45,889 - Train: 49.34% [617200/1251000] [493.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001546] [CE 4.643 (4.676)] [KD 4.704 (4.762)] 2024-10-14 11:44:53,454 - Train: 49.34% [617250/1251000] [493.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001546] [CE 4.787 (4.577)] [KD 4.977 (4.778)] 2024-10-14 11:45:01,250 - Train: 49.34% [617300/1251000] [493.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001546] [CE 4.529 (4.535)] [KD 4.757 (4.771)] 2024-10-14 11:45:09,156 - Train: 49.35% [617350/1251000] [493.5/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001545] [CE 4.556 (4.613)] [KD 4.668 (4.838)] 2024-10-14 11:45:16,897 - Train: 49.35% [617400/1251000] [493.5/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.001545] [CE 4.873 (4.519)] [KD 4.833 (4.705)] 2024-10-14 11:45:24,735 - Train: 49.36% [617450/1251000] [493.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001545] [CE 4.119 (4.510)] [KD 4.507 (4.745)] 2024-10-14 11:45:32,524 - Train: 49.36% [617500/1251000] [493.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001545] [CE 4.521 (4.572)] [KD 4.747 (4.731)] 2024-10-14 11:45:40,097 - Train: 49.36% [617550/1251000] [493.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.001545] [CE 4.564 (4.595)] [KD 4.778 (4.829)] 2024-10-14 11:45:47,658 - Train: 49.37% [617600/1251000] [493.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001544] [CE 5.064 (4.602)] [KD 4.820 (4.699)] 2024-10-14 11:45:55,358 - Train: 49.37% [617650/1251000] [493.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001544] [CE 4.468 (4.552)] [KD 4.922 (4.789)] 2024-10-14 11:46:03,186 - Train: 49.38% [617700/1251000] [493.8/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.156] [lr 0.001544] [CE 4.786 (4.552)] [KD 4.904 (4.767)] 2024-10-14 11:46:10,889 - Train: 49.38% [617750/1251000] [493.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001544] [CE 4.650 (4.548)] [KD 4.674 (4.727)] 2024-10-14 11:46:18,698 - Train: 49.38% [617800/1251000] [493.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001544] [CE 4.316 (4.606)] [KD 4.358 (4.758)] 2024-10-14 11:46:26,265 - Train: 49.39% [617850/1251000] [493.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001544] [CE 3.993 (4.463)] [KD 4.343 (4.668)] 2024-10-14 11:46:34,051 - Train: 49.39% [617900/1251000] [493.9/1000.0] [batch_t 0.161 (0.156)] [data_t 0.005] [optim_t 0.156] [lr 0.001543] [CE 4.681 (4.602)] [KD 4.714 (4.784)] 2024-10-14 11:46:41,764 - Train: 49.40% [617950/1251000] [494.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001543] [CE 4.779 (4.588)] [KD 4.800 (4.754)] 2024-10-14 11:46:53,922 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 34048] [top5_cnt 44226] [top_all 50000] 2024-10-14 11:46:53,922 - net: 68.096 (88.452) 2024-10-14 11:46:59,701 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.101)] [top1_cnt 36763] [top5_cnt 45656] [top_all 50000] 2024-10-14 11:46:59,702 - net_E: 73.526 (91.312) 2024-10-14 11:46:59,849 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 11:46:59,850 - ==> Total time: 21:44:43 Eta: 22:16:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:47:02,940 - Train: 49.40% [618000/1251000] [494.0/1000.0] [batch_t 0.150 (0.232)] [data_t 0.003] [optim_t 0.148] [lr 0.001543] [CE 4.527 (4.642)] [KD 4.804 (4.703)] 2024-10-14 11:47:10,864 - Train: 49.40% [618050/1251000] [494.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001543] [CE 4.657 (4.540)] [KD 4.927 (4.715)] 2024-10-14 11:47:18,567 - Train: 49.41% [618100/1251000] [494.1/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.001543] [CE 4.608 (4.514)] [KD 4.797 (4.642)] 2024-10-14 11:47:26,290 - Train: 49.41% [618150/1251000] [494.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001542] [CE 4.843 (4.604)] [KD 4.847 (4.707)] 2024-10-14 11:47:33,971 - Train: 49.42% [618200/1251000] [494.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001542] [CE 4.620 (4.654)] [KD 4.622 (4.759)] 2024-10-14 11:47:41,734 - Train: 49.42% [618250/1251000] [494.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001542] [CE 4.671 (4.443)] [KD 4.847 (4.652)] 2024-10-14 11:47:49,277 - Train: 49.42% [618300/1251000] [494.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001542] [CE 4.045 (4.532)] [KD 4.533 (4.760)] 2024-10-14 11:47:56,839 - Train: 49.43% [618350/1251000] [494.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001542] [CE 4.798 (4.605)] [KD 5.072 (4.723)] 2024-10-14 11:48:04,670 - Train: 49.43% [618400/1251000] [494.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001541] [CE 4.734 (4.513)] [KD 4.826 (4.711)] 2024-10-14 11:48:12,374 - Train: 49.44% [618450/1251000] [494.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001541] [CE 4.381 (4.623)] [KD 4.474 (4.813)] 2024-10-14 11:48:20,154 - Train: 49.44% [618500/1251000] [494.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.001541] [CE 4.536 (4.561)] [KD 4.627 (4.777)] 2024-10-14 11:48:27,838 - Train: 49.44% [618550/1251000] [494.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001541] [CE 4.130 (4.571)] [KD 4.582 (4.813)] 2024-10-14 11:48:35,489 - Train: 49.45% [618600/1251000] [494.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001541] [CE 4.451 (4.551)] [KD 5.012 (4.741)] 2024-10-14 11:48:43,168 - Train: 49.45% [618650/1251000] [494.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001541] [CE 4.162 (4.600)] [KD 4.671 (4.812)] 2024-10-14 11:48:50,877 - Train: 49.46% [618700/1251000] [494.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001540] [CE 4.880 (4.560)] [KD 4.857 (4.778)] 2024-10-14 11:48:58,617 - Train: 49.46% [618750/1251000] [494.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001540] [CE 4.046 (4.612)] [KD 4.620 (4.765)] 2024-10-14 11:49:06,557 - Train: 49.46% [618800/1251000] [494.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.001540] [CE 4.783 (4.616)] [KD 4.914 (4.819)] 2024-10-14 11:49:14,279 - Train: 49.47% [618850/1251000] [494.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001540] [CE 4.264 (4.572)] [KD 4.430 (4.741)] 2024-10-14 11:49:22,168 - Train: 49.47% [618900/1251000] [494.7/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.001540] [CE 4.328 (4.573)] [KD 4.434 (4.772)] 2024-10-14 11:49:29,918 - Train: 49.48% [618950/1251000] [494.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001539] [CE 4.941 (4.553)] [KD 4.705 (4.729)] 2024-10-14 11:49:37,679 - Train: 49.48% [619000/1251000] [494.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001539] [CE 4.088 (4.529)] [KD 4.526 (4.785)] 2024-10-14 11:49:45,401 - Train: 49.48% [619050/1251000] [494.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001539] [CE 4.768 (4.634)] [KD 5.035 (4.834)] 2024-10-14 11:49:53,146 - Train: 49.49% [619100/1251000] [494.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001539] [CE 5.228 (4.562)] [KD 5.106 (4.807)] 2024-10-14 11:50:00,903 - Train: 49.49% [619150/1251000] [494.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001539] [CE 4.637 (4.578)] [KD 4.870 (4.753)] 2024-10-14 11:50:08,632 - Train: 49.50% [619200/1251000] [495.0/1000.0] [batch_t 0.274 (0.154)] [data_t 0.003] [optim_t 0.271] [lr 0.001538] [CE 4.566 (4.559)] [KD 4.622 (4.782)] 2024-10-14 11:50:21,094 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 33653] [top5_cnt 43894] [top_all 50000] 2024-10-14 11:50:21,095 - net: 67.306 (87.788) 2024-10-14 11:50:26,833 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36769] [top5_cnt 45691] [top_all 50000] 2024-10-14 11:50:26,833 - net_E: 73.538 (91.382) 2024-10-14 11:50:26,983 - Max [top1: 68.560 (epoch: 489)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 11:50:26,983 - ==> Total time: 21:48:10 Eta: 22:14:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:50:36,097 - Train: 49.50% [619250/1251000] [495.0/1000.0] [batch_t 0.150 (0.277)] [data_t 0.004] [optim_t 0.146] [lr 0.001538] [CE 4.501 (4.701)] [KD 4.914 (4.831)] 2024-10-14 11:50:43,818 - Train: 49.50% [619300/1251000] [495.0/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.001538] [CE 4.645 (4.594)] [KD 4.821 (4.705)] 2024-10-14 11:50:51,342 - Train: 49.51% [619350/1251000] [495.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001538] [CE 4.451 (4.557)] [KD 4.925 (4.754)] 2024-10-14 11:50:58,917 - Train: 49.51% [619400/1251000] [495.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001538] [CE 4.653 (4.500)] [KD 4.730 (4.710)] 2024-10-14 11:51:06,654 - Train: 49.52% [619450/1251000] [495.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001538] [CE 4.934 (4.490)] [KD 4.780 (4.670)] 2024-10-14 11:51:14,468 - Train: 49.52% [619500/1251000] [495.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001537] [CE 4.088 (4.541)] [KD 4.627 (4.712)] 2024-10-14 11:51:22,176 - Train: 49.52% [619550/1251000] [495.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001537] [CE 4.771 (4.486)] [KD 4.856 (4.655)] 2024-10-14 11:51:29,861 - Train: 49.53% [619600/1251000] [495.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001537] [CE 4.140 (4.549)] [KD 4.364 (4.643)] 2024-10-14 11:51:37,633 - Train: 49.53% [619650/1251000] [495.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001537] [CE 4.046 (4.476)] [KD 4.381 (4.621)] 2024-10-14 11:51:45,400 - Train: 49.54% [619700/1251000] [495.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001537] [CE 4.575 (4.545)] [KD 4.644 (4.664)] 2024-10-14 11:51:52,961 - Train: 49.54% [619750/1251000] [495.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001536] [CE 4.694 (4.617)] [KD 4.942 (4.775)] 2024-10-14 11:52:00,581 - Train: 49.54% [619800/1251000] [495.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001536] [CE 4.813 (4.556)] [KD 4.699 (4.750)] 2024-10-14 11:52:08,221 - Train: 49.55% [619850/1251000] [495.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001536] [CE 4.988 (4.532)] [KD 4.978 (4.762)] 2024-10-14 11:52:15,898 - Train: 49.55% [619900/1251000] [495.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001536] [CE 4.652 (4.553)] [KD 4.577 (4.737)] 2024-10-14 11:52:23,806 - Train: 49.56% [619950/1251000] [495.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001536] [CE 4.644 (4.579)] [KD 4.906 (4.822)] 2024-10-14 11:52:31,495 - Train: 49.56% [620000/1251000] [495.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001536] [CE 4.186 (4.546)] [KD 4.549 (4.756)] 2024-10-14 11:52:39,142 - Train: 49.56% [620050/1251000] [495.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001535] [CE 4.799 (4.547)] [KD 4.874 (4.780)] 2024-10-14 11:52:47,135 - Train: 49.57% [620100/1251000] [495.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.001535] [CE 4.932 (4.567)] [KD 4.779 (4.754)] 2024-10-14 11:52:54,765 - Train: 49.57% [620150/1251000] [495.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001535] [CE 4.509 (4.565)] [KD 4.730 (4.732)] 2024-10-14 11:53:02,426 - Train: 49.58% [620200/1251000] [495.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001535] [CE 4.859 (4.591)] [KD 4.777 (4.750)] 2024-10-14 11:53:10,055 - Train: 49.58% [620250/1251000] [495.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001535] [CE 4.592 (4.575)] [KD 4.778 (4.742)] 2024-10-14 11:53:17,964 - Train: 49.58% [620300/1251000] [495.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001534] [CE 4.708 (4.545)] [KD 5.087 (4.766)] 2024-10-14 11:53:25,784 - Train: 49.59% [620350/1251000] [495.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001534] [CE 4.380 (4.474)] [KD 4.452 (4.700)] 2024-10-14 11:53:33,477 - Train: 49.59% [620400/1251000] [495.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001534] [CE 4.672 (4.540)] [KD 4.731 (4.758)] 2024-10-14 11:53:41,067 - Train: 49.60% [620450/1251000] [496.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001534] [CE 4.035 (4.568)] [KD 4.637 (4.726)] 2024-10-14 11:53:53,550 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 34359] [top5_cnt 44387] [top_all 50000] 2024-10-14 11:53:53,550 - net: 68.718 (88.774) 2024-10-14 11:53:59,525 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 36765] [top5_cnt 45664] [top_all 50000] 2024-10-14 11:53:59,525 - net_E: 73.530 (91.328) 2024-10-14 11:53:59,696 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 11:53:59,697 - ==> Total time: 21:51:42 Eta: 22:12:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:54:11,563 - Train: 49.60% [620500/1251000] [496.0/1000.0] [batch_t 0.151 (0.258)] [data_t 0.004] [optim_t 0.147] [lr 0.001534] [CE 4.738 (4.382)] [KD 4.728 (4.589)] 2024-10-14 11:54:19,246 - Train: 49.60% [620550/1251000] [496.0/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.001533] [CE 4.884 (4.517)] [KD 5.297 (4.705)] 2024-10-14 11:54:27,137 - Train: 49.61% [620600/1251000] [496.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001533] [CE 4.588 (4.505)] [KD 4.889 (4.642)] 2024-10-14 11:54:34,926 - Train: 49.61% [620650/1251000] [496.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.001533] [CE 4.355 (4.520)] [KD 4.382 (4.672)] 2024-10-14 11:54:42,687 - Train: 49.62% [620700/1251000] [496.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001533] [CE 4.412 (4.546)] [KD 4.491 (4.756)] 2024-10-14 11:54:50,191 - Train: 49.62% [620750/1251000] [496.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001533] [CE 4.990 (4.540)] [KD 4.902 (4.715)] 2024-10-14 11:54:58,024 - Train: 49.62% [620800/1251000] [496.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001533] [CE 4.436 (4.625)] [KD 4.766 (4.777)] 2024-10-14 11:55:05,643 - Train: 49.63% [620850/1251000] [496.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001532] [CE 4.677 (4.495)] [KD 4.555 (4.722)] 2024-10-14 11:55:13,451 - Train: 49.63% [620900/1251000] [496.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001532] [CE 4.476 (4.485)] [KD 4.584 (4.717)] 2024-10-14 11:55:20,993 - Train: 49.64% [620950/1251000] [496.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001532] [CE 4.368 (4.512)] [KD 4.567 (4.655)] 2024-10-14 11:55:28,629 - Train: 49.64% [621000/1251000] [496.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001532] [CE 4.267 (4.459)] [KD 4.673 (4.624)] 2024-10-14 11:55:36,348 - Train: 49.64% [621050/1251000] [496.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001532] [CE 4.734 (4.547)] [KD 4.490 (4.713)] 2024-10-14 11:55:44,074 - Train: 49.65% [621100/1251000] [496.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001531] [CE 5.101 (4.525)] [KD 5.200 (4.652)] 2024-10-14 11:55:51,962 - Train: 49.65% [621150/1251000] [496.5/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001531] [CE 4.811 (4.557)] [KD 4.829 (4.718)] 2024-10-14 11:55:59,530 - Train: 49.66% [621200/1251000] [496.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001531] [CE 4.404 (4.535)] [KD 4.420 (4.697)] 2024-10-14 11:56:07,388 - Train: 49.66% [621250/1251000] [496.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.001531] [CE 5.354 (4.612)] [KD 4.806 (4.754)] 2024-10-14 11:56:14,973 - Train: 49.66% [621300/1251000] [496.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001531] [CE 4.820 (4.596)] [KD 4.972 (4.818)] 2024-10-14 11:56:22,636 - Train: 49.67% [621350/1251000] [496.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001530] [CE 4.981 (4.508)] [KD 5.024 (4.769)] 2024-10-14 11:56:30,185 - Train: 49.67% [621400/1251000] [496.7/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001530] [CE 4.844 (4.560)] [KD 5.060 (4.780)] 2024-10-14 11:56:37,909 - Train: 49.68% [621450/1251000] [496.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001530] [CE 4.715 (4.541)] [KD 4.992 (4.776)] 2024-10-14 11:56:45,633 - Train: 49.68% [621500/1251000] [496.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001530] [CE 4.986 (4.570)] [KD 4.936 (4.809)] 2024-10-14 11:56:53,379 - Train: 49.68% [621550/1251000] [496.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001530] [CE 4.494 (4.515)] [KD 5.073 (4.776)] 2024-10-14 11:57:01,042 - Train: 49.69% [621600/1251000] [496.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001530] [CE 4.622 (4.488)] [KD 4.531 (4.722)] 2024-10-14 11:57:08,812 - Train: 49.69% [621650/1251000] [496.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.001529] [CE 4.645 (4.558)] [KD 4.872 (4.734)] 2024-10-14 11:57:16,531 - Train: 49.70% [621700/1251000] [497.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001529] [CE 4.499 (4.542)] [KD 4.669 (4.727)] 2024-10-14 11:57:29,436 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 33992] [top5_cnt 44134] [top_all 50000] 2024-10-14 11:57:29,437 - net: 67.984 (88.268) 2024-10-14 11:57:35,094 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.100)] [top1_cnt 36760] [top5_cnt 45715] [top_all 50000] 2024-10-14 11:57:35,094 - net_E: 73.520 (91.430) 2024-10-14 11:57:35,268 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 11:57:35,269 - ==> Total time: 21:55:18 Eta: 22:11:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 11:57:38,171 - Train: 49.70% [621750/1251000] [497.0/1000.0] [batch_t 0.152 (0.289)] [data_t 0.003] [optim_t 0.149] [lr 0.001529] [CE 4.149 (4.425)] [KD 4.690 (4.713)] 2024-10-14 11:57:45,753 - Train: 49.70% [621800/1251000] [497.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001529] [CE 4.712 (4.567)] [KD 4.822 (4.695)] 2024-10-14 11:57:53,445 - Train: 49.71% [621850/1251000] [497.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001529] [CE 4.392 (4.593)] [KD 4.907 (4.804)] 2024-10-14 11:58:01,138 - Train: 49.71% [621900/1251000] [497.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001528] [CE 5.028 (4.498)] [KD 4.818 (4.629)] 2024-10-14 11:58:09,024 - Train: 49.72% [621950/1251000] [497.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.001528] [CE 4.752 (4.649)] [KD 4.936 (4.754)] 2024-10-14 11:58:16,736 - Train: 49.72% [622000/1251000] [497.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001528] [CE 4.083 (4.565)] [KD 4.656 (4.777)] 2024-10-14 11:58:24,616 - Train: 49.72% [622050/1251000] [497.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001528] [CE 4.813 (4.543)] [KD 4.732 (4.712)] 2024-10-14 11:58:32,190 - Train: 49.73% [622100/1251000] [497.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001528] [CE 4.310 (4.585)] [KD 4.560 (4.683)] 2024-10-14 11:58:39,858 - Train: 49.73% [622150/1251000] [497.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001527] [CE 4.784 (4.560)] [KD 4.846 (4.705)] 2024-10-14 11:58:47,623 - Train: 49.74% [622200/1251000] [497.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001527] [CE 4.822 (4.529)] [KD 5.062 (4.749)] 2024-10-14 11:58:55,193 - Train: 49.74% [622250/1251000] [497.4/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.001527] [CE 4.846 (4.502)] [KD 4.778 (4.714)] 2024-10-14 11:59:03,048 - Train: 49.74% [622300/1251000] [497.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001527] [CE 4.364 (4.558)] [KD 4.636 (4.671)] 2024-10-14 11:59:10,813 - Train: 49.75% [622350/1251000] [497.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001527] [CE 4.711 (4.509)] [KD 4.690 (4.682)] 2024-10-14 11:59:18,476 - Train: 49.75% [622400/1251000] [497.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001527] [CE 4.740 (4.617)] [KD 5.009 (4.712)] 2024-10-14 11:59:26,051 - Train: 49.76% [622450/1251000] [497.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001526] [CE 4.146 (4.545)] [KD 4.565 (4.789)] 2024-10-14 11:59:34,085 - Train: 49.76% [622500/1251000] [497.6/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.147] [lr 0.001526] [CE 4.284 (4.631)] [KD 4.583 (4.796)] 2024-10-14 11:59:41,815 - Train: 49.76% [622550/1251000] [497.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001526] [CE 4.535 (4.557)] [KD 4.855 (4.789)] 2024-10-14 11:59:49,558 - Train: 49.77% [622600/1251000] [497.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001526] [CE 5.146 (4.563)] [KD 5.119 (4.727)] 2024-10-14 11:59:57,385 - Train: 49.77% [622650/1251000] [497.7/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001526] [CE 4.796 (4.522)] [KD 4.719 (4.699)] 2024-10-14 12:00:05,123 - Train: 49.78% [622700/1251000] [497.8/1000.0] [batch_t 0.156 (0.155)] [data_t 0.006] [optim_t 0.150] [lr 0.001525] [CE 4.138 (4.505)] [KD 4.343 (4.710)] 2024-10-14 12:00:12,749 - Train: 49.78% [622750/1251000] [497.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001525] [CE 4.706 (4.558)] [KD 4.765 (4.747)] 2024-10-14 12:00:20,479 - Train: 49.78% [622800/1251000] [497.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001525] [CE 4.846 (4.586)] [KD 5.297 (4.784)] 2024-10-14 12:00:28,125 - Train: 49.79% [622850/1251000] [497.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001525] [CE 5.059 (4.569)] [KD 4.861 (4.708)] 2024-10-14 12:00:35,995 - Train: 49.79% [622900/1251000] [497.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.001525] [CE 4.629 (4.559)] [KD 4.643 (4.758)] 2024-10-14 12:00:43,548 - Train: 49.80% [622950/1251000] [498.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001525] [CE 5.069 (4.540)] [KD 4.983 (4.784)] 2024-10-14 12:00:56,566 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.102)] [top1_cnt 34245] [top5_cnt 44379] [top_all 50000] 2024-10-14 12:00:56,566 - net: 68.490 (88.758) 2024-10-14 12:01:02,221 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.100)] [top1_cnt 36736] [top5_cnt 45734] [top_all 50000] 2024-10-14 12:01:02,222 - net_E: 73.472 (91.468) 2024-10-14 12:01:02,361 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 12:01:02,361 - ==> Total time: 21:58:45 Eta: 22:09:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:01:07,877 - Train: 49.80% [623000/1251000] [498.0/1000.0] [batch_t 0.143 (0.370)] [data_t 0.004] [optim_t 0.139] [lr 0.001524] [CE 4.778 (4.580)] [KD 4.649 (4.724)] 2024-10-14 12:01:15,665 - Train: 49.80% [623050/1251000] [498.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001524] [CE 4.718 (4.542)] [KD 4.915 (4.720)] 2024-10-14 12:01:23,452 - Train: 49.81% [623100/1251000] [498.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001524] [CE 4.735 (4.486)] [KD 4.724 (4.649)] 2024-10-14 12:01:31,257 - Train: 49.81% [623150/1251000] [498.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.001524] [CE 4.322 (4.511)] [KD 4.608 (4.703)] 2024-10-14 12:01:38,941 - Train: 49.82% [623200/1251000] [498.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001524] [CE 4.295 (4.626)] [KD 4.700 (4.727)] 2024-10-14 12:01:46,597 - Train: 49.82% [623250/1251000] [498.2/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001523] [CE 4.469 (4.500)] [KD 4.669 (4.704)] 2024-10-14 12:01:54,534 - Train: 49.82% [623300/1251000] [498.2/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.001523] [CE 4.782 (4.536)] [KD 4.643 (4.798)] 2024-10-14 12:02:02,430 - Train: 49.83% [623350/1251000] [498.3/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.001523] [CE 4.633 (4.586)] [KD 4.818 (4.762)] 2024-10-14 12:02:10,152 - Train: 49.83% [623400/1251000] [498.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001523] [CE 5.044 (4.609)] [KD 4.898 (4.728)] 2024-10-14 12:02:17,770 - Train: 49.84% [623450/1251000] [498.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001523] [CE 4.679 (4.537)] [KD 4.801 (4.760)] 2024-10-14 12:02:25,618 - Train: 49.84% [623500/1251000] [498.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001522] [CE 4.731 (4.570)] [KD 4.712 (4.717)] 2024-10-14 12:02:33,377 - Train: 49.84% [623550/1251000] [498.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001522] [CE 4.392 (4.554)] [KD 5.004 (4.767)] 2024-10-14 12:02:40,943 - Train: 49.85% [623600/1251000] [498.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001522] [CE 4.744 (4.599)] [KD 4.925 (4.820)] 2024-10-14 12:02:48,520 - Train: 49.85% [623650/1251000] [498.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001522] [CE 4.645 (4.564)] [KD 4.912 (4.766)] 2024-10-14 12:02:56,365 - Train: 49.86% [623700/1251000] [498.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.001522] [CE 5.011 (4.580)] [KD 4.982 (4.778)] 2024-10-14 12:03:04,259 - Train: 49.86% [623750/1251000] [498.6/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.001522] [CE 4.118 (4.476)] [KD 4.562 (4.721)] 2024-10-14 12:03:12,155 - Train: 49.86% [623800/1251000] [498.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001521] [CE 4.316 (4.489)] [KD 4.514 (4.669)] 2024-10-14 12:03:19,686 - Train: 49.87% [623850/1251000] [498.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001521] [CE 5.012 (4.579)] [KD 4.911 (4.787)] 2024-10-14 12:03:27,347 - Train: 49.87% [623900/1251000] [498.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001521] [CE 3.865 (4.532)] [KD 4.145 (4.727)] 2024-10-14 12:03:35,047 - Train: 49.88% [623950/1251000] [498.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001521] [CE 4.465 (4.595)] [KD 4.874 (4.764)] 2024-10-14 12:03:42,738 - Train: 49.88% [624000/1251000] [498.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001521] [CE 4.896 (4.600)] [KD 4.676 (4.739)] 2024-10-14 12:03:50,370 - Train: 49.88% [624050/1251000] [498.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001520] [CE 4.657 (4.527)] [KD 4.543 (4.744)] 2024-10-14 12:03:57,961 - Train: 49.89% [624100/1251000] [498.9/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001520] [CE 4.388 (4.565)] [KD 4.795 (4.709)] 2024-10-14 12:04:05,822 - Train: 49.89% [624150/1251000] [498.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001520] [CE 4.820 (4.606)] [KD 4.827 (4.781)] 2024-10-14 12:04:13,667 - Train: 49.90% [624200/1251000] [499.0/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.001520] [CE 4.147 (4.529)] [KD 4.480 (4.748)] 2024-10-14 12:04:26,819 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33858] [top5_cnt 44019] [top_all 50000] 2024-10-14 12:04:26,820 - net: 67.716 (88.038) 2024-10-14 12:04:32,628 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36773] [top5_cnt 45749] [top_all 50000] 2024-10-14 12:04:32,629 - net_E: 73.546 (91.498) 2024-10-14 12:04:32,805 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 12:04:32,805 - ==> Total time: 22:02:16 Eta: 22:07:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:04:35,141 - Train: 49.90% [624250/1251000] [499.0/1000.0] [batch_t 0.482 (0.482)] [data_t 0.314] [optim_t 0.168] [lr 0.001520] [CE 4.244 (4.244)] [KD 4.479 (4.479)] 2024-10-14 12:04:42,927 - Train: 49.90% [624300/1251000] [499.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001519] [CE 4.704 (4.520)] [KD 4.855 (4.714)] 2024-10-14 12:04:50,910 - Train: 49.91% [624350/1251000] [499.1/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.001519] [CE 4.582 (4.579)] [KD 4.801 (4.834)] 2024-10-14 12:04:58,586 - Train: 49.91% [624400/1251000] [499.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001519] [CE 4.095 (4.509)] [KD 4.482 (4.685)] 2024-10-14 12:05:06,414 - Train: 49.92% [624450/1251000] [499.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001519] [CE 4.721 (4.531)] [KD 4.676 (4.642)] 2024-10-14 12:05:14,181 - Train: 49.92% [624500/1251000] [499.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001519] [CE 4.369 (4.523)] [KD 4.635 (4.701)] 2024-10-14 12:05:21,965 - Train: 49.92% [624550/1251000] [499.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001519] [CE 4.936 (4.580)] [KD 4.861 (4.773)] 2024-10-14 12:05:30,054 - Train: 49.93% [624600/1251000] [499.3/1000.0] [batch_t 0.161 (0.162)] [data_t 0.004] [optim_t 0.156] [lr 0.001518] [CE 4.838 (4.546)] [KD 4.609 (4.764)] 2024-10-14 12:05:37,915 - Train: 49.93% [624650/1251000] [499.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001518] [CE 4.583 (4.590)] [KD 4.613 (4.750)] 2024-10-14 12:05:45,522 - Train: 49.94% [624700/1251000] [499.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001518] [CE 4.724 (4.560)] [KD 4.597 (4.750)] 2024-10-14 12:05:53,335 - Train: 49.94% [624750/1251000] [499.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001518] [CE 4.176 (4.542)] [KD 4.494 (4.765)] 2024-10-14 12:06:00,955 - Train: 49.94% [624800/1251000] [499.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001518] [CE 4.776 (4.548)] [KD 4.866 (4.754)] 2024-10-14 12:06:08,632 - Train: 49.95% [624850/1251000] [499.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001517] [CE 4.391 (4.627)] [KD 4.646 (4.779)] 2024-10-14 12:06:16,383 - Train: 49.95% [624900/1251000] [499.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001517] [CE 4.586 (4.532)] [KD 4.907 (4.730)] 2024-10-14 12:06:24,037 - Train: 49.96% [624950/1251000] [499.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.001517] [CE 4.358 (4.525)] [KD 4.984 (4.694)] 2024-10-14 12:06:32,107 - Train: 49.96% [625000/1251000] [499.6/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.145] [lr 0.001517] [CE 4.395 (4.509)] [KD 4.606 (4.686)] 2024-10-14 12:06:40,108 - Train: 49.96% [625050/1251000] [499.6/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001517] [CE 4.704 (4.514)] [KD 4.550 (4.682)] 2024-10-14 12:06:47,750 - Train: 49.97% [625100/1251000] [499.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001516] [CE 4.761 (4.544)] [KD 4.774 (4.702)] 2024-10-14 12:06:55,393 - Train: 49.97% [625150/1251000] [499.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001516] [CE 4.748 (4.477)] [KD 4.735 (4.679)] 2024-10-14 12:07:03,278 - Train: 49.98% [625200/1251000] [499.8/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001516] [CE 4.546 (4.535)] [KD 4.734 (4.710)] 2024-10-14 12:07:10,888 - Train: 49.98% [625250/1251000] [499.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001516] [CE 4.578 (4.538)] [KD 5.070 (4.736)] 2024-10-14 12:07:18,550 - Train: 49.98% [625300/1251000] [499.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001516] [CE 4.322 (4.540)] [KD 4.687 (4.751)] 2024-10-14 12:07:26,197 - Train: 49.99% [625350/1251000] [499.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001516] [CE 4.534 (4.517)] [KD 4.825 (4.737)] 2024-10-14 12:07:34,002 - Train: 49.99% [625400/1251000] [499.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001515] [CE 5.154 (4.572)] [KD 5.245 (4.802)] 2024-10-14 12:07:41,937 - Train: 50.00% [625450/1251000] [500.0/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.001515] [CE 5.007 (4.471)] [KD 4.905 (4.691)] 2024-10-14 12:07:49,366 - Train: 50.00% [625500/1251000] [500.0/1000.0] [batch_t 0.144 (0.148)] [data_t 0.006] [optim_t 0.139] [lr 0.001515] [CE 4.178 (4.487)] [KD 4.812 (4.768)] 2024-10-14 12:07:54,920 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 33777] [top5_cnt 44028] [top_all 50000] 2024-10-14 12:07:54,921 - net: 67.554 (88.056) 2024-10-14 12:08:00,546 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.100)] [top1_cnt 36780] [top5_cnt 45753] [top_all 50000] 2024-10-14 12:08:00,547 - net_E: 73.560 (91.506) 2024-10-14 12:08:00,688 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.568 (epoch: 493)] 2024-10-14 12:08:00,688 - ==> Total time: 22:05:43 Eta: 22:05:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:08:10,554 - Train: 50.00% [625550/1251000] [500.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.001515] [CE 4.656 (4.444)] [KD 4.705 (4.607)] 2024-10-14 12:08:18,401 - Train: 50.01% [625600/1251000] [500.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.001515] [CE 4.562 (4.562)] [KD 4.596 (4.674)] 2024-10-14 12:08:25,972 - Train: 50.01% [625650/1251000] [500.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001514] [CE 4.818 (4.506)] [KD 4.600 (4.673)] 2024-10-14 12:08:33,532 - Train: 50.02% [625700/1251000] [500.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001514] [CE 4.162 (4.441)] [KD 4.396 (4.610)] 2024-10-14 12:08:41,213 - Train: 50.02% [625750/1251000] [500.2/1000.0] [batch_t 0.159 (0.153)] [data_t 0.002] [optim_t 0.156] [lr 0.001514] [CE 4.429 (4.513)] [KD 4.930 (4.731)] 2024-10-14 12:08:49,037 - Train: 50.02% [625800/1251000] [500.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001514] [CE 4.615 (4.546)] [KD 4.672 (4.744)] 2024-10-14 12:08:57,018 - Train: 50.03% [625850/1251000] [500.3/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.001514] [CE 4.616 (4.644)] [KD 4.796 (4.750)] 2024-10-14 12:09:04,804 - Train: 50.03% [625900/1251000] [500.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001514] [CE 4.271 (4.566)] [KD 4.453 (4.689)] 2024-10-14 12:09:12,512 - Train: 50.04% [625950/1251000] [500.4/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001513] [CE 4.655 (4.603)] [KD 4.609 (4.749)] 2024-10-14 12:09:20,145 - Train: 50.04% [626000/1251000] [500.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001513] [CE 4.264 (4.575)] [KD 4.370 (4.739)] 2024-10-14 12:09:27,879 - Train: 50.04% [626050/1251000] [500.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001513] [CE 4.897 (4.574)] [KD 5.000 (4.775)] 2024-10-14 12:09:35,575 - Train: 50.05% [626100/1251000] [500.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001513] [CE 4.873 (4.552)] [KD 4.999 (4.765)] 2024-10-14 12:09:43,612 - Train: 50.05% [626150/1251000] [500.5/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.147] [lr 0.001513] [CE 4.379 (4.554)] [KD 4.531 (4.783)] 2024-10-14 12:09:51,322 - Train: 50.06% [626200/1251000] [500.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001512] [CE 4.812 (4.485)] [KD 4.872 (4.764)] 2024-10-14 12:09:59,072 - Train: 50.06% [626250/1251000] [500.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001512] [CE 4.309 (4.470)] [KD 4.581 (4.680)] 2024-10-14 12:10:06,823 - Train: 50.06% [626300/1251000] [500.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001512] [CE 3.942 (4.550)] [KD 4.430 (4.757)] 2024-10-14 12:10:14,468 - Train: 50.07% [626350/1251000] [500.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001512] [CE 4.416 (4.505)] [KD 4.675 (4.754)] 2024-10-14 12:10:22,306 - Train: 50.07% [626400/1251000] [500.7/1000.0] [batch_t 0.271 (0.157)] [data_t 0.004] [optim_t 0.267] [lr 0.001512] [CE 4.871 (4.529)] [KD 4.882 (4.698)] 2024-10-14 12:10:30,161 - Train: 50.08% [626450/1251000] [500.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001511] [CE 4.472 (4.539)] [KD 4.744 (4.687)] 2024-10-14 12:10:37,781 - Train: 50.08% [626500/1251000] [500.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001511] [CE 4.826 (4.543)] [KD 5.059 (4.781)] 2024-10-14 12:10:45,340 - Train: 50.08% [626550/1251000] [500.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001511] [CE 4.381 (4.545)] [KD 4.550 (4.703)] 2024-10-14 12:10:53,137 - Train: 50.09% [626600/1251000] [500.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001511] [CE 4.503 (4.599)] [KD 4.893 (4.762)] 2024-10-14 12:11:00,951 - Train: 50.09% [626650/1251000] [500.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001511] [CE 4.546 (4.491)] [KD 4.819 (4.745)] 2024-10-14 12:11:08,790 - Train: 50.10% [626700/1251000] [501.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001511] [CE 4.534 (4.482)] [KD 4.895 (4.685)] 2024-10-14 12:11:16,421 - Train: 50.10% [626750/1251000] [501.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.002] [optim_t 0.142] [lr 0.001510] [CE 4.198 (4.565)] [KD 4.525 (4.699)] 2024-10-14 12:11:22,195 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 33972] [top5_cnt 44100] [top_all 50000] 2024-10-14 12:11:22,196 - net: 67.944 (88.200) 2024-10-14 12:11:28,111 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 36794] [top5_cnt 45734] [top_all 50000] 2024-10-14 12:11:28,112 - net_E: 73.588 (91.468) 2024-10-14 12:11:28,268 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.588 (epoch: 501)] 2024-10-14 12:11:28,268 - ==> Total time: 22:09:11 Eta: 22:03:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:11:44,095 - Train: 50.10% [626800/1251000] [501.0/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.001510] [CE 4.595 (4.520)] [KD 4.561 (4.625)] 2024-10-14 12:11:51,665 - Train: 50.11% [626850/1251000] [501.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001510] [CE 4.043 (4.523)] [KD 4.541 (4.638)] 2024-10-14 12:11:59,243 - Train: 50.11% [626900/1251000] [501.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001510] [CE 4.929 (4.585)] [KD 4.759 (4.738)] 2024-10-14 12:12:06,986 - Train: 50.12% [626950/1251000] [501.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001510] [CE 3.921 (4.566)] [KD 4.472 (4.732)] 2024-10-14 12:12:14,815 - Train: 50.12% [627000/1251000] [501.2/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.001509] [CE 4.601 (4.546)] [KD 4.704 (4.686)] 2024-10-14 12:12:22,663 - Train: 50.12% [627050/1251000] [501.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001509] [CE 4.382 (4.465)] [KD 4.716 (4.699)] 2024-10-14 12:12:30,520 - Train: 50.13% [627100/1251000] [501.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.001509] [CE 4.336 (4.520)] [KD 4.709 (4.700)] 2024-10-14 12:12:38,087 - Train: 50.13% [627150/1251000] [501.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001509] [CE 4.320 (4.558)] [KD 4.666 (4.728)] 2024-10-14 12:12:45,748 - Train: 50.14% [627200/1251000] [501.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001509] [CE 4.784 (4.574)] [KD 4.931 (4.724)] 2024-10-14 12:12:53,301 - Train: 50.14% [627250/1251000] [501.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001508] [CE 5.186 (4.543)] [KD 5.108 (4.770)] 2024-10-14 12:13:00,974 - Train: 50.14% [627300/1251000] [501.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001508] [CE 4.402 (4.492)] [KD 4.757 (4.706)] 2024-10-14 12:13:08,659 - Train: 50.15% [627350/1251000] [501.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001508] [CE 4.073 (4.509)] [KD 4.391 (4.686)] 2024-10-14 12:13:16,309 - Train: 50.15% [627400/1251000] [501.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001508] [CE 4.644 (4.531)] [KD 4.831 (4.672)] 2024-10-14 12:13:24,099 - Train: 50.16% [627450/1251000] [501.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001508] [CE 4.083 (4.515)] [KD 4.503 (4.660)] 2024-10-14 12:13:32,034 - Train: 50.16% [627500/1251000] [501.6/1000.0] [batch_t 0.150 (0.159)] [data_t 0.006] [optim_t 0.145] [lr 0.001508] [CE 4.481 (4.539)] [KD 4.760 (4.681)] 2024-10-14 12:13:39,616 - Train: 50.16% [627550/1251000] [501.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001507] [CE 4.234 (4.627)] [KD 4.701 (4.774)] 2024-10-14 12:13:47,316 - Train: 50.17% [627600/1251000] [501.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001507] [CE 4.526 (4.561)] [KD 4.734 (4.769)] 2024-10-14 12:13:55,040 - Train: 50.17% [627650/1251000] [501.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001507] [CE 4.706 (4.567)] [KD 4.713 (4.776)] 2024-10-14 12:14:02,629 - Train: 50.18% [627700/1251000] [501.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001507] [CE 4.297 (4.575)] [KD 4.551 (4.703)] 2024-10-14 12:14:10,309 - Train: 50.18% [627750/1251000] [501.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001507] [CE 4.714 (4.611)] [KD 4.845 (4.809)] 2024-10-14 12:14:18,015 - Train: 50.18% [627800/1251000] [501.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001506] [CE 4.803 (4.594)] [KD 4.854 (4.766)] 2024-10-14 12:14:25,812 - Train: 50.19% [627850/1251000] [501.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001506] [CE 4.752 (4.507)] [KD 4.610 (4.659)] 2024-10-14 12:14:33,607 - Train: 50.19% [627900/1251000] [501.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001506] [CE 4.755 (4.549)] [KD 4.857 (4.745)] 2024-10-14 12:14:41,285 - Train: 50.20% [627950/1251000] [502.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001506] [CE 4.052 (4.534)] [KD 4.720 (4.743)] 2024-10-14 12:14:48,862 - Train: 50.20% [628000/1251000] [502.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.006] [optim_t 0.137] [lr 0.001506] [CE 4.610 (4.524)] [KD 4.798 (4.775)] 2024-10-14 12:14:54,748 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 33949] [top5_cnt 44084] [top_all 50000] 2024-10-14 12:14:54,748 - net: 67.898 (88.168) 2024-10-14 12:15:00,474 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.102)] [top1_cnt 36833] [top5_cnt 45742] [top_all 50000] 2024-10-14 12:15:00,474 - net_E: 73.666 (91.484) 2024-10-14 12:15:00,679 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.666 (epoch: 502)] 2024-10-14 12:15:00,680 - ==> Total time: 22:12:43 Eta: 22:02:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:15:19,919 - Train: 50.20% [628050/1251000] [502.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.001505] [CE 4.702 (4.490)] [KD 4.967 (4.679)] 2024-10-14 12:15:27,488 - Train: 50.21% [628100/1251000] [502.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001505] [CE 4.491 (4.545)] [KD 4.482 (4.663)] 2024-10-14 12:15:35,188 - Train: 50.21% [628150/1251000] [502.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001505] [CE 4.936 (4.534)] [KD 4.741 (4.669)] 2024-10-14 12:15:43,040 - Train: 50.22% [628200/1251000] [502.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001505] [CE 4.289 (4.632)] [KD 4.672 (4.726)] 2024-10-14 12:15:51,003 - Train: 50.22% [628250/1251000] [502.2/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.001505] [CE 4.552 (4.542)] [KD 4.623 (4.624)] 2024-10-14 12:15:58,596 - Train: 50.22% [628300/1251000] [502.2/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.001505] [CE 4.801 (4.521)] [KD 4.919 (4.631)] 2024-10-14 12:16:06,332 - Train: 50.23% [628350/1251000] [502.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001504] [CE 4.785 (4.600)] [KD 5.016 (4.727)] 2024-10-14 12:16:13,892 - Train: 50.23% [628400/1251000] [502.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001504] [CE 5.064 (4.529)] [KD 4.876 (4.795)] 2024-10-14 12:16:21,718 - Train: 50.24% [628450/1251000] [502.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001504] [CE 4.682 (4.553)] [KD 4.647 (4.760)] 2024-10-14 12:16:29,413 - Train: 50.24% [628500/1251000] [502.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001504] [CE 4.759 (4.541)] [KD 4.737 (4.707)] 2024-10-14 12:16:37,159 - Train: 50.24% [628550/1251000] [502.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001504] [CE 4.862 (4.605)] [KD 4.736 (4.710)] 2024-10-14 12:16:44,779 - Train: 50.25% [628600/1251000] [502.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001503] [CE 4.264 (4.605)] [KD 4.754 (4.743)] 2024-10-14 12:16:52,745 - Train: 50.25% [628650/1251000] [502.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001503] [CE 4.689 (4.584)] [KD 4.755 (4.667)] 2024-10-14 12:17:00,627 - Train: 50.26% [628700/1251000] [502.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001503] [CE 4.506 (4.476)] [KD 4.535 (4.698)] 2024-10-14 12:17:08,338 - Train: 50.26% [628750/1251000] [502.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001503] [CE 3.868 (4.563)] [KD 4.290 (4.745)] 2024-10-14 12:17:16,023 - Train: 50.26% [628800/1251000] [502.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001503] [CE 4.562 (4.588)] [KD 4.796 (4.781)] 2024-10-14 12:17:23,594 - Train: 50.27% [628850/1251000] [502.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001503] [CE 4.133 (4.554)] [KD 4.439 (4.662)] 2024-10-14 12:17:31,269 - Train: 50.27% [628900/1251000] [502.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001502] [CE 4.095 (4.452)] [KD 4.309 (4.601)] 2024-10-14 12:17:38,961 - Train: 50.28% [628950/1251000] [502.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001502] [CE 3.860 (4.527)] [KD 4.382 (4.647)] 2024-10-14 12:17:46,680 - Train: 50.28% [629000/1251000] [502.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001502] [CE 4.470 (4.592)] [KD 4.700 (4.731)] 2024-10-14 12:17:54,634 - Train: 50.28% [629050/1251000] [502.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.001502] [CE 4.474 (4.542)] [KD 4.713 (4.721)] 2024-10-14 12:18:02,508 - Train: 50.29% [629100/1251000] [502.9/1000.0] [batch_t 0.169 (0.157)] [data_t 0.003] [optim_t 0.166] [lr 0.001502] [CE 4.591 (4.605)] [KD 4.650 (4.740)] 2024-10-14 12:18:10,180 - Train: 50.29% [629150/1251000] [502.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001501] [CE 4.777 (4.547)] [KD 4.848 (4.725)] 2024-10-14 12:18:17,758 - Train: 50.30% [629200/1251000] [503.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001501] [CE 4.667 (4.586)] [KD 4.991 (4.770)] 2024-10-14 12:18:25,290 - Train: 50.30% [629250/1251000] [503.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.003] [optim_t 0.140] [lr 0.001501] [CE 4.255 (4.501)] [KD 4.291 (4.685)] 2024-10-14 12:18:31,348 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 34060] [top5_cnt 44195] [top_all 50000] 2024-10-14 12:18:31,348 - net: 68.120 (88.390) 2024-10-14 12:18:37,058 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36856] [top5_cnt 45757] [top_all 50000] 2024-10-14 12:18:37,058 - net_E: 73.712 (91.514) 2024-10-14 12:18:37,196 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.712 (epoch: 503)] 2024-10-14 12:18:37,196 - ==> Total time: 22:16:20 Eta: 22:00:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:18:52,270 - Train: 50.30% [629300/1251000] [503.0/1000.0] [batch_t 0.154 (0.170)] [data_t 0.003] [optim_t 0.151] [lr 0.001501] [CE 4.612 (4.526)] [KD 4.662 (4.672)] 2024-10-14 12:18:59,975 - Train: 50.31% [629350/1251000] [503.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001501] [CE 4.291 (4.543)] [KD 4.599 (4.686)] 2024-10-14 12:19:07,601 - Train: 50.31% [629400/1251000] [503.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001500] [CE 4.854 (4.556)] [KD 4.791 (4.730)] 2024-10-14 12:19:15,731 - Train: 50.32% [629450/1251000] [503.2/1000.0] [batch_t 0.151 (0.162)] [data_t 0.003] [optim_t 0.149] [lr 0.001500] [CE 4.748 (4.569)] [KD 4.783 (4.732)] 2024-10-14 12:19:23,327 - Train: 50.32% [629500/1251000] [503.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001500] [CE 4.774 (4.604)] [KD 4.922 (4.709)] 2024-10-14 12:19:30,922 - Train: 50.32% [629550/1251000] [503.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001500] [CE 4.940 (4.526)] [KD 4.681 (4.667)] 2024-10-14 12:19:38,629 - Train: 50.33% [629600/1251000] [503.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001500] [CE 4.624 (4.521)] [KD 4.508 (4.647)] 2024-10-14 12:19:46,213 - Train: 50.33% [629650/1251000] [503.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001500] [CE 4.766 (4.592)] [KD 4.720 (4.757)] 2024-10-14 12:19:54,030 - Train: 50.34% [629700/1251000] [503.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001499] [CE 4.492 (4.446)] [KD 4.679 (4.655)] 2024-10-14 12:20:01,840 - Train: 50.34% [629750/1251000] [503.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001499] [CE 4.399 (4.615)] [KD 4.728 (4.794)] 2024-10-14 12:20:09,532 - Train: 50.34% [629800/1251000] [503.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001499] [CE 4.901 (4.481)] [KD 5.020 (4.689)] 2024-10-14 12:20:17,373 - Train: 50.35% [629850/1251000] [503.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001499] [CE 4.371 (4.505)] [KD 4.867 (4.722)] 2024-10-14 12:20:25,107 - Train: 50.35% [629900/1251000] [503.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001499] [CE 4.756 (4.521)] [KD 4.697 (4.672)] 2024-10-14 12:20:32,803 - Train: 50.36% [629950/1251000] [503.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001498] [CE 4.617 (4.488)] [KD 4.965 (4.657)] 2024-10-14 12:20:40,511 - Train: 50.36% [630000/1251000] [503.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001498] [CE 4.649 (4.500)] [KD 4.693 (4.697)] 2024-10-14 12:20:48,117 - Train: 50.36% [630050/1251000] [503.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001498] [CE 4.654 (4.589)] [KD 4.505 (4.752)] 2024-10-14 12:20:55,813 - Train: 50.37% [630100/1251000] [503.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001498] [CE 4.707 (4.571)] [KD 4.560 (4.719)] 2024-10-14 12:21:03,826 - Train: 50.37% [630150/1251000] [503.7/1000.0] [batch_t 0.154 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.001498] [CE 3.635 (4.488)] [KD 4.385 (4.655)] 2024-10-14 12:21:11,431 - Train: 50.38% [630200/1251000] [503.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001497] [CE 4.878 (4.550)] [KD 4.913 (4.748)] 2024-10-14 12:21:19,136 - Train: 50.38% [630250/1251000] [503.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001497] [CE 4.376 (4.540)] [KD 4.729 (4.691)] 2024-10-14 12:21:27,122 - Train: 50.38% [630300/1251000] [503.8/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001497] [CE 4.854 (4.560)] [KD 4.863 (4.731)] 2024-10-14 12:21:34,784 - Train: 50.39% [630350/1251000] [503.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001497] [CE 4.656 (4.464)] [KD 4.630 (4.643)] 2024-10-14 12:21:42,377 - Train: 50.39% [630400/1251000] [503.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001497] [CE 4.217 (4.479)] [KD 4.711 (4.709)] 2024-10-14 12:21:50,208 - Train: 50.40% [630450/1251000] [504.0/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001497] [CE 4.769 (4.619)] [KD 4.780 (4.752)] 2024-10-14 12:21:57,716 - Train: 50.40% [630500/1251000] [504.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.004] [optim_t 0.138] [lr 0.001496] [CE 4.054 (4.552)] [KD 4.546 (4.685)] 2024-10-14 12:22:03,975 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 33940] [top5_cnt 44216] [top_all 50000] 2024-10-14 12:22:03,976 - net: 67.880 (88.432) 2024-10-14 12:22:09,734 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 36811] [top5_cnt 45770] [top_all 50000] 2024-10-14 12:22:09,734 - net_E: 73.622 (91.540) 2024-10-14 12:22:09,958 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.712 (epoch: 503)] 2024-10-14 12:22:09,958 - ==> Total time: 22:19:53 Eta: 21:58:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:22:19,500 - Train: 50.40% [630550/1251000] [504.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.005] [optim_t 0.146] [lr 0.001496] [CE 4.536 (4.599)] [KD 4.792 (4.715)] 2024-10-14 12:22:27,154 - Train: 50.41% [630600/1251000] [504.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001496] [CE 4.669 (4.487)] [KD 4.765 (4.616)] 2024-10-14 12:22:34,927 - Train: 50.41% [630650/1251000] [504.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001496] [CE 4.681 (4.453)] [KD 4.707 (4.590)] 2024-10-14 12:22:42,732 - Train: 50.42% [630700/1251000] [504.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001496] [CE 4.732 (4.549)] [KD 4.848 (4.668)] 2024-10-14 12:22:50,287 - Train: 50.42% [630750/1251000] [504.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001495] [CE 4.712 (4.523)] [KD 4.816 (4.703)] 2024-10-14 12:22:57,858 - Train: 50.42% [630800/1251000] [504.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001495] [CE 4.765 (4.560)] [KD 5.076 (4.749)] 2024-10-14 12:23:05,637 - Train: 50.43% [630850/1251000] [504.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001495] [CE 4.176 (4.521)] [KD 4.443 (4.664)] 2024-10-14 12:23:13,195 - Train: 50.43% [630900/1251000] [504.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001495] [CE 4.266 (4.595)] [KD 4.698 (4.737)] 2024-10-14 12:23:21,005 - Train: 50.44% [630950/1251000] [504.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001495] [CE 4.508 (4.519)] [KD 4.379 (4.696)] 2024-10-14 12:23:28,644 - Train: 50.44% [631000/1251000] [504.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001494] [CE 4.664 (4.472)] [KD 4.866 (4.722)] 2024-10-14 12:23:36,394 - Train: 50.44% [631050/1251000] [504.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001494] [CE 4.188 (4.598)] [KD 4.743 (4.752)] 2024-10-14 12:23:44,092 - Train: 50.45% [631100/1251000] [504.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001494] [CE 5.009 (4.504)] [KD 5.115 (4.646)] 2024-10-14 12:23:51,748 - Train: 50.45% [631150/1251000] [504.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001494] [CE 4.542 (4.518)] [KD 4.647 (4.700)] 2024-10-14 12:23:59,345 - Train: 50.46% [631200/1251000] [504.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001494] [CE 4.493 (4.520)] [KD 4.502 (4.712)] 2024-10-14 12:24:06,978 - Train: 50.46% [631250/1251000] [504.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001494] [CE 4.483 (4.548)] [KD 4.610 (4.749)] 2024-10-14 12:24:14,809 - Train: 50.46% [631300/1251000] [504.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001493] [CE 4.011 (4.529)] [KD 4.472 (4.771)] 2024-10-14 12:24:22,682 - Train: 50.47% [631350/1251000] [504.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001493] [CE 4.524 (4.593)] [KD 4.655 (4.749)] 2024-10-14 12:24:30,240 - Train: 50.47% [631400/1251000] [504.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001493] [CE 5.168 (4.592)] [KD 5.159 (4.741)] 2024-10-14 12:24:37,890 - Train: 50.48% [631450/1251000] [504.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001493] [CE 4.547 (4.554)] [KD 4.534 (4.679)] 2024-10-14 12:24:45,577 - Train: 50.48% [631500/1251000] [504.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001493] [CE 4.777 (4.477)] [KD 4.941 (4.678)] 2024-10-14 12:24:53,531 - Train: 50.48% [631550/1251000] [504.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001492] [CE 4.043 (4.549)] [KD 4.238 (4.750)] 2024-10-14 12:25:01,148 - Train: 50.49% [631600/1251000] [504.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001492] [CE 4.502 (4.539)] [KD 4.483 (4.742)] 2024-10-14 12:25:08,732 - Train: 50.49% [631650/1251000] [504.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001492] [CE 4.859 (4.522)] [KD 4.750 (4.686)] 2024-10-14 12:25:16,479 - Train: 50.50% [631700/1251000] [505.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001492] [CE 4.358 (4.565)] [KD 4.343 (4.714)] 2024-10-14 12:25:23,992 - Train: 50.50% [631750/1251000] [505.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.006] [optim_t 0.137] [lr 0.001492] [CE 4.373 (4.614)] [KD 4.912 (4.735)] 2024-10-14 12:25:30,322 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 33986] [top5_cnt 44212] [top_all 50000] 2024-10-14 12:25:30,323 - net: 67.972 (88.424) 2024-10-14 12:25:36,034 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 36845] [top5_cnt 45759] [top_all 50000] 2024-10-14 12:25:36,034 - net_E: 73.690 (91.518) 2024-10-14 12:25:36,245 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.712 (epoch: 503)] 2024-10-14 12:25:36,245 - ==> Total time: 22:23:19 Eta: 21:56:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:25:46,010 - Train: 50.50% [631800/1251000] [505.0/1000.0] [batch_t 0.154 (0.167)] [data_t 0.005] [optim_t 0.149] [lr 0.001492] [CE 4.519 (4.550)] [KD 4.287 (4.706)] 2024-10-14 12:25:53,773 - Train: 50.51% [631850/1251000] [505.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001491] [CE 4.494 (4.546)] [KD 4.731 (4.685)] 2024-10-14 12:26:01,770 - Train: 50.51% [631900/1251000] [505.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.001491] [CE 4.200 (4.566)] [KD 4.436 (4.684)] 2024-10-14 12:26:09,495 - Train: 50.52% [631950/1251000] [505.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001491] [CE 4.796 (4.563)] [KD 4.609 (4.702)] 2024-10-14 12:26:17,110 - Train: 50.52% [632000/1251000] [505.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001491] [CE 4.688 (4.541)] [KD 4.599 (4.669)] 2024-10-14 12:26:24,815 - Train: 50.52% [632050/1251000] [505.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001491] [CE 4.397 (4.450)] [KD 4.893 (4.625)] 2024-10-14 12:26:32,382 - Train: 50.53% [632100/1251000] [505.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001490] [CE 4.438 (4.488)] [KD 4.357 (4.666)] 2024-10-14 12:26:40,067 - Train: 50.53% [632150/1251000] [505.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001490] [CE 4.689 (4.559)] [KD 5.161 (4.676)] 2024-10-14 12:26:47,734 - Train: 50.54% [632200/1251000] [505.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001490] [CE 5.049 (4.604)] [KD 5.207 (4.726)] 2024-10-14 12:26:55,281 - Train: 50.54% [632250/1251000] [505.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001490] [CE 4.221 (4.571)] [KD 4.683 (4.710)] 2024-10-14 12:27:03,338 - Train: 50.54% [632300/1251000] [505.4/1000.0] [batch_t 0.158 (0.161)] [data_t 0.005] [optim_t 0.153] [lr 0.001490] [CE 4.254 (4.562)] [KD 4.662 (4.756)] 2024-10-14 12:27:11,084 - Train: 50.55% [632350/1251000] [505.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001489] [CE 3.736 (4.550)] [KD 4.392 (4.732)] 2024-10-14 12:27:18,678 - Train: 50.55% [632400/1251000] [505.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001489] [CE 4.437 (4.549)] [KD 4.667 (4.679)] 2024-10-14 12:27:26,462 - Train: 50.56% [632450/1251000] [505.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001489] [CE 4.609 (4.544)] [KD 4.657 (4.694)] 2024-10-14 12:27:34,017 - Train: 50.56% [632500/1251000] [505.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001489] [CE 4.457 (4.557)] [KD 4.807 (4.789)] 2024-10-14 12:27:41,621 - Train: 50.56% [632550/1251000] [505.6/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.001489] [CE 4.961 (4.532)] [KD 5.252 (4.733)] 2024-10-14 12:27:49,342 - Train: 50.57% [632600/1251000] [505.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001489] [CE 4.725 (4.585)] [KD 4.594 (4.709)] 2024-10-14 12:27:57,055 - Train: 50.57% [632650/1251000] [505.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001488] [CE 4.557 (4.534)] [KD 4.843 (4.718)] 2024-10-14 12:28:04,833 - Train: 50.58% [632700/1251000] [505.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001488] [CE 4.891 (4.630)] [KD 4.808 (4.790)] 2024-10-14 12:28:12,866 - Train: 50.58% [632750/1251000] [505.8/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.001488] [CE 4.672 (4.574)] [KD 4.702 (4.687)] 2024-10-14 12:28:20,440 - Train: 50.58% [632800/1251000] [505.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001488] [CE 4.899 (4.555)] [KD 4.848 (4.711)] 2024-10-14 12:28:28,282 - Train: 50.59% [632850/1251000] [505.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.001488] [CE 4.864 (4.565)] [KD 4.922 (4.688)] 2024-10-14 12:28:35,908 - Train: 50.59% [632900/1251000] [505.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001487] [CE 4.279 (4.596)] [KD 4.331 (4.740)] 2024-10-14 12:28:43,506 - Train: 50.60% [632950/1251000] [506.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001487] [CE 4.748 (4.582)] [KD 5.006 (4.795)] 2024-10-14 12:28:51,070 - Train: 50.60% [633000/1251000] [506.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.006] [optim_t 0.140] [lr 0.001487] [CE 4.581 (4.559)] [KD 4.716 (4.696)] 2024-10-14 12:28:57,573 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 34100] [top5_cnt 44253] [top_all 50000] 2024-10-14 12:28:57,573 - net: 68.200 (88.506) 2024-10-14 12:29:03,478 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36846] [top5_cnt 45771] [top_all 50000] 2024-10-14 12:29:03,478 - net_E: 73.692 (91.542) 2024-10-14 12:29:03,639 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.712 (epoch: 503)] 2024-10-14 12:29:03,639 - ==> Total time: 22:26:46 Eta: 21:54:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:29:14,952 - Train: 50.60% [633050/1251000] [506.0/1000.0] [batch_t 0.154 (0.163)] [data_t 0.005] [optim_t 0.149] [lr 0.001487] [CE 4.744 (4.561)] [KD 4.612 (4.695)] 2024-10-14 12:29:22,609 - Train: 50.61% [633100/1251000] [506.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001487] [CE 4.772 (4.500)] [KD 4.775 (4.587)] 2024-10-14 12:29:30,807 - Train: 50.61% [633150/1251000] [506.1/1000.0] [batch_t 0.147 (0.164)] [data_t 0.003] [optim_t 0.145] [lr 0.001486] [CE 4.479 (4.533)] [KD 4.560 (4.686)] 2024-10-14 12:29:38,357 - Train: 50.62% [633200/1251000] [506.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001486] [CE 4.769 (4.560)] [KD 4.555 (4.728)] 2024-10-14 12:29:46,058 - Train: 50.62% [633250/1251000] [506.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001486] [CE 4.451 (4.534)] [KD 4.643 (4.726)] 2024-10-14 12:29:53,675 - Train: 50.62% [633300/1251000] [506.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001486] [CE 4.911 (4.537)] [KD 4.693 (4.684)] 2024-10-14 12:30:01,290 - Train: 50.63% [633350/1251000] [506.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001486] [CE 4.920 (4.546)] [KD 4.744 (4.692)] 2024-10-14 12:30:09,091 - Train: 50.63% [633400/1251000] [506.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001486] [CE 4.565 (4.567)] [KD 4.586 (4.688)] 2024-10-14 12:30:17,127 - Train: 50.64% [633450/1251000] [506.4/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.001485] [CE 4.082 (4.510)] [KD 4.529 (4.635)] 2024-10-14 12:30:25,016 - Train: 50.64% [633500/1251000] [506.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.001485] [CE 3.952 (4.521)] [KD 4.312 (4.757)] 2024-10-14 12:30:32,779 - Train: 50.64% [633550/1251000] [506.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001485] [CE 4.503 (4.478)] [KD 4.376 (4.712)] 2024-10-14 12:30:40,417 - Train: 50.65% [633600/1251000] [506.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001485] [CE 3.954 (4.520)] [KD 4.539 (4.674)] 2024-10-14 12:30:47,994 - Train: 50.65% [633650/1251000] [506.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001485] [CE 4.487 (4.497)] [KD 4.570 (4.680)] 2024-10-14 12:30:55,863 - Train: 50.66% [633700/1251000] [506.6/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.001484] [CE 4.514 (4.493)] [KD 4.797 (4.740)] 2024-10-14 12:31:03,645 - Train: 50.66% [633750/1251000] [506.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001484] [CE 4.749 (4.605)] [KD 4.743 (4.774)] 2024-10-14 12:31:11,382 - Train: 50.66% [633800/1251000] [506.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001484] [CE 5.129 (4.596)] [KD 5.143 (4.716)] 2024-10-14 12:31:18,941 - Train: 50.67% [633850/1251000] [506.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001484] [CE 4.644 (4.507)] [KD 5.031 (4.724)] 2024-10-14 12:31:26,645 - Train: 50.67% [633900/1251000] [506.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001484] [CE 4.348 (4.578)] [KD 4.613 (4.729)] 2024-10-14 12:31:34,374 - Train: 50.68% [633950/1251000] [506.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001483] [CE 4.538 (4.541)] [KD 4.591 (4.744)] 2024-10-14 12:31:42,356 - Train: 50.68% [634000/1251000] [506.8/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.001483] [CE 4.584 (4.452)] [KD 4.425 (4.572)] 2024-10-14 12:31:50,023 - Train: 50.68% [634050/1251000] [506.8/1000.0] [batch_t 0.235 (0.153)] [data_t 0.004] [optim_t 0.231] [lr 0.001483] [CE 4.510 (4.570)] [KD 4.700 (4.702)] 2024-10-14 12:31:57,729 - Train: 50.69% [634100/1251000] [506.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001483] [CE 4.825 (4.533)] [KD 5.036 (4.749)] 2024-10-14 12:32:05,378 - Train: 50.69% [634150/1251000] [506.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001483] [CE 4.641 (4.572)] [KD 4.458 (4.760)] 2024-10-14 12:32:13,016 - Train: 50.70% [634200/1251000] [507.0/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.001483] [CE 4.788 (4.611)] [KD 5.167 (4.788)] 2024-10-14 12:32:20,765 - Train: 50.70% [634250/1251000] [507.0/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.001482] [CE 4.829 (4.565)] [KD 4.700 (4.719)] 2024-10-14 12:32:27,452 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 34052] [top5_cnt 44246] [top_all 50000] 2024-10-14 12:32:27,453 - net: 68.104 (88.492) 2024-10-14 12:32:33,234 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36848] [top5_cnt 45789] [top_all 50000] 2024-10-14 12:32:33,235 - net_E: 73.696 (91.578) 2024-10-14 12:32:33,380 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.712 (epoch: 503)] 2024-10-14 12:32:33,380 - ==> Total time: 22:30:16 Eta: 21:52:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:32:42,727 - Train: 50.70% [634300/1251000] [507.0/1000.0] [batch_t 0.150 (0.166)] [data_t 0.004] [optim_t 0.146] [lr 0.001482] [CE 4.446 (4.634)] [KD 4.584 (4.670)] 2024-10-14 12:32:50,505 - Train: 50.71% [634350/1251000] [507.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001482] [CE 5.310 (4.445)] [KD 5.239 (4.634)] 2024-10-14 12:32:58,303 - Train: 50.71% [634400/1251000] [507.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001482] [CE 4.356 (4.553)] [KD 4.623 (4.681)] 2024-10-14 12:33:05,845 - Train: 50.72% [634450/1251000] [507.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001482] [CE 4.340 (4.559)] [KD 4.545 (4.635)] 2024-10-14 12:33:13,503 - Train: 50.72% [634500/1251000] [507.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001481] [CE 4.623 (4.518)] [KD 4.710 (4.687)] 2024-10-14 12:33:21,275 - Train: 50.72% [634550/1251000] [507.2/1000.0] [batch_t 0.277 (0.155)] [data_t 0.003] [optim_t 0.274] [lr 0.001481] [CE 4.373 (4.527)] [KD 5.044 (4.732)] 2024-10-14 12:33:28,859 - Train: 50.73% [634600/1251000] [507.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001481] [CE 4.814 (4.515)] [KD 4.879 (4.641)] 2024-10-14 12:33:36,693 - Train: 50.73% [634650/1251000] [507.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001481] [CE 4.401 (4.535)] [KD 4.778 (4.645)] 2024-10-14 12:33:44,408 - Train: 50.74% [634700/1251000] [507.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001481] [CE 4.959 (4.581)] [KD 4.667 (4.658)] 2024-10-14 12:33:51,969 - Train: 50.74% [634750/1251000] [507.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001481] [CE 4.871 (4.539)] [KD 4.961 (4.621)] 2024-10-14 12:33:59,833 - Train: 50.74% [634800/1251000] [507.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.001480] [CE 4.211 (4.568)] [KD 4.367 (4.644)] 2024-10-14 12:34:07,708 - Train: 50.75% [634850/1251000] [507.5/1000.0] [batch_t 0.159 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.001480] [CE 4.541 (4.522)] [KD 4.642 (4.670)] 2024-10-14 12:34:15,309 - Train: 50.75% [634900/1251000] [507.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001480] [CE 4.431 (4.546)] [KD 4.531 (4.716)] 2024-10-14 12:34:22,942 - Train: 50.76% [634950/1251000] [507.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001480] [CE 4.350 (4.574)] [KD 4.595 (4.782)] 2024-10-14 12:34:30,685 - Train: 50.76% [635000/1251000] [507.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001480] [CE 4.223 (4.571)] [KD 4.754 (4.722)] 2024-10-14 12:34:38,315 - Train: 50.76% [635050/1251000] [507.6/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.001479] [CE 4.810 (4.570)] [KD 4.741 (4.703)] 2024-10-14 12:34:46,306 - Train: 50.77% [635100/1251000] [507.7/1000.0] [batch_t 0.154 (0.160)] [data_t 0.003] [optim_t 0.151] [lr 0.001479] [CE 4.438 (4.479)] [KD 4.416 (4.660)] 2024-10-14 12:34:54,192 - Train: 50.77% [635150/1251000] [507.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001479] [CE 4.884 (4.544)] [KD 4.968 (4.724)] 2024-10-14 12:35:01,777 - Train: 50.78% [635200/1251000] [507.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001479] [CE 4.629 (4.548)] [KD 4.863 (4.675)] 2024-10-14 12:35:09,733 - Train: 50.78% [635250/1251000] [507.8/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.001479] [CE 4.501 (4.546)] [KD 4.764 (4.670)] 2024-10-14 12:35:17,369 - Train: 50.78% [635300/1251000] [507.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001478] [CE 4.345 (4.590)] [KD 4.691 (4.754)] 2024-10-14 12:35:25,019 - Train: 50.79% [635350/1251000] [507.9/1000.0] [batch_t 0.164 (0.153)] [data_t 0.004] [optim_t 0.160] [lr 0.001478] [CE 5.397 (4.563)] [KD 5.093 (4.734)] 2024-10-14 12:35:32,646 - Train: 50.79% [635400/1251000] [507.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001478] [CE 5.008 (4.577)] [KD 5.239 (4.771)] 2024-10-14 12:35:40,699 - Train: 50.80% [635450/1251000] [508.0/1000.0] [batch_t 0.156 (0.161)] [data_t 0.003] [optim_t 0.153] [lr 0.001478] [CE 4.125 (4.494)] [KD 4.386 (4.742)] 2024-10-14 12:35:48,643 - Train: 50.80% [635500/1251000] [508.0/1000.0] [batch_t 0.144 (0.159)] [data_t 0.003] [optim_t 0.141] [lr 0.001478] [CE 4.503 (4.496)] [KD 4.910 (4.684)] 2024-10-14 12:35:55,489 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 32932] [top5_cnt 43398] [top_all 50000] 2024-10-14 12:35:55,490 - net: 65.864 (86.796) 2024-10-14 12:36:01,335 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36906] [top5_cnt 45776] [top_all 50000] 2024-10-14 12:36:01,335 - net_E: 73.812 (91.552) 2024-10-14 12:36:01,499 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.812 (epoch: 508)] 2024-10-14 12:36:01,499 - ==> Total time: 22:33:44 Eta: 21:51:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:36:18,839 - Train: 50.80% [635550/1251000] [508.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.003] [optim_t 0.146] [lr 0.001478] [CE 4.636 (4.491)] [KD 4.447 (4.648)] 2024-10-14 12:36:26,341 - Train: 50.81% [635600/1251000] [508.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001477] [CE 4.910 (4.555)] [KD 4.575 (4.624)] 2024-10-14 12:36:34,079 - Train: 50.81% [635650/1251000] [508.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001477] [CE 4.683 (4.459)] [KD 4.664 (4.623)] 2024-10-14 12:36:41,562 - Train: 50.82% [635700/1251000] [508.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001477] [CE 4.558 (4.561)] [KD 4.771 (4.685)] 2024-10-14 12:36:49,161 - Train: 50.82% [635750/1251000] [508.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001477] [CE 4.715 (4.577)] [KD 4.919 (4.719)] 2024-10-14 12:36:57,050 - Train: 50.82% [635800/1251000] [508.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.001477] [CE 4.436 (4.525)] [KD 4.720 (4.713)] 2024-10-14 12:37:04,802 - Train: 50.83% [635850/1251000] [508.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001476] [CE 4.529 (4.549)] [KD 4.848 (4.726)] 2024-10-14 12:37:12,631 - Train: 50.83% [635900/1251000] [508.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001476] [CE 5.179 (4.496)] [KD 4.731 (4.670)] 2024-10-14 12:37:20,226 - Train: 50.84% [635950/1251000] [508.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001476] [CE 4.571 (4.603)] [KD 4.708 (4.659)] 2024-10-14 12:37:27,770 - Train: 50.84% [636000/1251000] [508.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001476] [CE 4.497 (4.574)] [KD 4.893 (4.678)] 2024-10-14 12:37:35,294 - Train: 50.84% [636050/1251000] [508.4/1000.0] [batch_t 0.158 (0.150)] [data_t 0.003] [optim_t 0.155] [lr 0.001476] [CE 4.911 (4.509)] [KD 4.899 (4.645)] 2024-10-14 12:37:43,072 - Train: 50.85% [636100/1251000] [508.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001475] [CE 4.458 (4.556)] [KD 4.648 (4.673)] 2024-10-14 12:37:50,748 - Train: 50.85% [636150/1251000] [508.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001475] [CE 4.381 (4.556)] [KD 4.677 (4.748)] 2024-10-14 12:37:58,558 - Train: 50.86% [636200/1251000] [508.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001475] [CE 4.655 (4.514)] [KD 4.893 (4.633)] 2024-10-14 12:38:06,278 - Train: 50.86% [636250/1251000] [508.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001475] [CE 4.780 (4.475)] [KD 4.699 (4.645)] 2024-10-14 12:38:13,953 - Train: 50.86% [636300/1251000] [508.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001475] [CE 4.470 (4.493)] [KD 4.423 (4.711)] 2024-10-14 12:38:21,729 - Train: 50.87% [636350/1251000] [508.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001475] [CE 4.324 (4.564)] [KD 4.472 (4.648)] 2024-10-14 12:38:29,290 - Train: 50.87% [636400/1251000] [508.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001474] [CE 4.308 (4.543)] [KD 4.805 (4.672)] 2024-10-14 12:38:37,010 - Train: 50.88% [636450/1251000] [508.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001474] [CE 4.957 (4.520)] [KD 4.715 (4.701)] 2024-10-14 12:38:44,843 - Train: 50.88% [636500/1251000] [508.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001474] [CE 4.687 (4.516)] [KD 4.914 (4.676)] 2024-10-14 12:38:52,433 - Train: 50.88% [636550/1251000] [508.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001474] [CE 4.637 (4.543)] [KD 4.653 (4.733)] 2024-10-14 12:39:00,212 - Train: 50.89% [636600/1251000] [508.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001474] [CE 4.370 (4.569)] [KD 4.569 (4.701)] 2024-10-14 12:39:08,087 - Train: 50.89% [636650/1251000] [508.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001473] [CE 4.697 (4.538)] [KD 4.632 (4.664)] 2024-10-14 12:39:15,823 - Train: 50.90% [636700/1251000] [509.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001473] [CE 4.381 (4.519)] [KD 4.691 (4.685)] 2024-10-14 12:39:23,512 - Train: 50.90% [636750/1251000] [509.0/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.001473] [CE 4.793 (4.603)] [KD 4.563 (4.742)] 2024-10-14 12:39:30,500 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 33994] [top5_cnt 44205] [top_all 50000] 2024-10-14 12:39:30,501 - net: 67.988 (88.410) 2024-10-14 12:39:36,299 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36913] [top5_cnt 45766] [top_all 50000] 2024-10-14 12:39:36,300 - net_E: 73.826 (91.532) 2024-10-14 12:39:36,460 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.826 (epoch: 509)] 2024-10-14 12:39:36,461 - ==> Total time: 22:37:19 Eta: 21:49:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:39:50,505 - Train: 50.90% [636800/1251000] [509.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.003] [optim_t 0.148] [lr 0.001473] [CE 4.911 (4.504)] [KD 4.861 (4.628)] 2024-10-14 12:39:58,097 - Train: 50.91% [636850/1251000] [509.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001473] [CE 4.716 (4.487)] [KD 4.710 (4.623)] 2024-10-14 12:40:06,121 - Train: 50.91% [636900/1251000] [509.1/1000.0] [batch_t 0.157 (0.160)] [data_t 0.004] [optim_t 0.153] [lr 0.001472] [CE 4.376 (4.465)] [KD 4.891 (4.603)] 2024-10-14 12:40:13,963 - Train: 50.92% [636950/1251000] [509.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001472] [CE 4.843 (4.503)] [KD 4.791 (4.659)] 2024-10-14 12:40:21,670 - Train: 50.92% [637000/1251000] [509.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001472] [CE 4.542 (4.493)] [KD 4.834 (4.652)] 2024-10-14 12:40:29,166 - Train: 50.92% [637050/1251000] [509.2/1000.0] [batch_t 0.157 (0.150)] [data_t 0.004] [optim_t 0.152] [lr 0.001472] [CE 4.074 (4.514)] [KD 4.525 (4.683)] 2024-10-14 12:40:36,876 - Train: 50.93% [637100/1251000] [509.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001472] [CE 4.524 (4.566)] [KD 4.581 (4.675)] 2024-10-14 12:40:44,424 - Train: 50.93% [637150/1251000] [509.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001472] [CE 4.555 (4.494)] [KD 4.593 (4.610)] 2024-10-14 12:40:52,143 - Train: 50.94% [637200/1251000] [509.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001471] [CE 4.714 (4.571)] [KD 4.827 (4.736)] 2024-10-14 12:40:59,842 - Train: 50.94% [637250/1251000] [509.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001471] [CE 4.498 (4.577)] [KD 4.837 (4.720)] 2024-10-14 12:41:07,694 - Train: 50.94% [637300/1251000] [509.4/1000.0] [batch_t 0.157 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.001471] [CE 4.860 (4.619)] [KD 4.732 (4.772)] 2024-10-14 12:41:15,401 - Train: 50.95% [637350/1251000] [509.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001471] [CE 4.883 (4.508)] [KD 4.890 (4.638)] 2024-10-14 12:41:23,175 - Train: 50.95% [637400/1251000] [509.5/1000.0] [batch_t 0.161 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.001471] [CE 4.469 (4.504)] [KD 4.515 (4.629)] 2024-10-14 12:41:30,665 - Train: 50.96% [637450/1251000] [509.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001470] [CE 3.903 (4.508)] [KD 4.401 (4.679)] 2024-10-14 12:41:38,221 - Train: 50.96% [637500/1251000] [509.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001470] [CE 4.081 (4.489)] [KD 4.650 (4.637)] 2024-10-14 12:41:46,031 - Train: 50.96% [637550/1251000] [509.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001470] [CE 4.624 (4.587)] [KD 4.763 (4.748)] 2024-10-14 12:41:53,733 - Train: 50.97% [637600/1251000] [509.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001470] [CE 4.448 (4.532)] [KD 4.778 (4.723)] 2024-10-14 12:42:01,257 - Train: 50.97% [637650/1251000] [509.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001470] [CE 4.105 (4.491)] [KD 4.434 (4.713)] 2024-10-14 12:42:09,022 - Train: 50.98% [637700/1251000] [509.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001470] [CE 4.556 (4.524)] [KD 4.732 (4.795)] 2024-10-14 12:42:16,794 - Train: 50.98% [637750/1251000] [509.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001469] [CE 4.428 (4.562)] [KD 4.611 (4.745)] 2024-10-14 12:42:24,586 - Train: 50.98% [637800/1251000] [509.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001469] [CE 3.969 (4.532)] [KD 4.480 (4.729)] 2024-10-14 12:42:32,138 - Train: 50.99% [637850/1251000] [509.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001469] [CE 4.894 (4.575)] [KD 4.867 (4.676)] 2024-10-14 12:42:39,661 - Train: 50.99% [637900/1251000] [509.9/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001469] [CE 4.240 (4.469)] [KD 4.639 (4.656)] 2024-10-14 12:42:47,301 - Train: 51.00% [637950/1251000] [510.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001469] [CE 4.473 (4.577)] [KD 4.439 (4.726)] 2024-10-14 12:42:55,004 - Train: 51.00% [638000/1251000] [510.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.001468] [CE 4.577 (4.547)] [KD 4.892 (4.651)] 2024-10-14 12:43:02,240 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34040] [top5_cnt 44040] [top_all 50000] 2024-10-14 12:43:02,241 - net: 68.080 (88.080) 2024-10-14 12:43:08,133 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36921] [top5_cnt 45775] [top_all 50000] 2024-10-14 12:43:08,133 - net_E: 73.842 (91.550) 2024-10-14 12:43:08,290 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 12:43:08,291 - ==> Total time: 22:40:51 Eta: 21:47:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:43:25,935 - Train: 51.00% [638050/1251000] [510.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.146] [lr 0.001468] [CE 4.045 (4.556)] [KD 4.421 (4.652)] 2024-10-14 12:43:33,585 - Train: 51.01% [638100/1251000] [510.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001468] [CE 4.775 (4.534)] [KD 4.944 (4.696)] 2024-10-14 12:43:41,635 - Train: 51.01% [638150/1251000] [510.1/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.001468] [CE 4.565 (4.534)] [KD 4.538 (4.665)] 2024-10-14 12:43:49,140 - Train: 51.02% [638200/1251000] [510.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001468] [CE 4.005 (4.559)] [KD 4.433 (4.666)] 2024-10-14 12:43:56,880 - Train: 51.02% [638250/1251000] [510.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001467] [CE 4.856 (4.536)] [KD 4.805 (4.590)] 2024-10-14 12:44:04,605 - Train: 51.02% [638300/1251000] [510.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001467] [CE 4.587 (4.600)] [KD 4.511 (4.673)] 2024-10-14 12:44:12,132 - Train: 51.03% [638350/1251000] [510.3/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001467] [CE 4.470 (4.521)] [KD 4.756 (4.709)] 2024-10-14 12:44:19,749 - Train: 51.03% [638400/1251000] [510.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001467] [CE 4.774 (4.569)] [KD 4.966 (4.758)] 2024-10-14 12:44:27,274 - Train: 51.04% [638450/1251000] [510.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001467] [CE 4.353 (4.562)] [KD 4.739 (4.779)] 2024-10-14 12:44:34,843 - Train: 51.04% [638500/1251000] [510.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001467] [CE 4.065 (4.475)] [KD 4.442 (4.679)] 2024-10-14 12:44:42,958 - Train: 51.04% [638550/1251000] [510.4/1000.0] [batch_t 0.153 (0.162)] [data_t 0.003] [optim_t 0.150] [lr 0.001466] [CE 4.335 (4.515)] [KD 4.407 (4.699)] 2024-10-14 12:44:50,724 - Train: 51.05% [638600/1251000] [510.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001466] [CE 4.563 (4.509)] [KD 4.423 (4.677)] 2024-10-14 12:44:58,242 - Train: 51.05% [638650/1251000] [510.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.001466] [CE 5.290 (4.547)] [KD 5.186 (4.679)] 2024-10-14 12:45:05,950 - Train: 51.06% [638700/1251000] [510.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001466] [CE 4.202 (4.502)] [KD 4.651 (4.726)] 2024-10-14 12:45:13,536 - Train: 51.06% [638750/1251000] [510.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001466] [CE 4.699 (4.538)] [KD 4.685 (4.710)] 2024-10-14 12:45:21,135 - Train: 51.06% [638800/1251000] [510.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001465] [CE 4.783 (4.556)] [KD 4.558 (4.719)] 2024-10-14 12:45:28,884 - Train: 51.07% [638850/1251000] [510.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001465] [CE 4.063 (4.512)] [KD 4.723 (4.632)] 2024-10-14 12:45:36,433 - Train: 51.07% [638900/1251000] [510.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001465] [CE 4.408 (4.554)] [KD 4.765 (4.763)] 2024-10-14 12:45:44,088 - Train: 51.08% [638950/1251000] [510.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001465] [CE 4.326 (4.513)] [KD 4.686 (4.709)] 2024-10-14 12:45:51,999 - Train: 51.08% [639000/1251000] [510.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001465] [CE 4.591 (4.519)] [KD 4.759 (4.676)] 2024-10-14 12:45:59,824 - Train: 51.08% [639050/1251000] [510.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001464] [CE 4.787 (4.607)] [KD 4.851 (4.772)] 2024-10-14 12:46:07,527 - Train: 51.09% [639100/1251000] [510.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001464] [CE 4.668 (4.559)] [KD 4.425 (4.714)] 2024-10-14 12:46:15,033 - Train: 51.09% [639150/1251000] [510.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001464] [CE 4.258 (4.534)] [KD 4.481 (4.709)] 2024-10-14 12:46:22,602 - Train: 51.10% [639200/1251000] [511.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001464] [CE 5.329 (4.582)] [KD 5.128 (4.757)] 2024-10-14 12:46:30,132 - Train: 51.10% [639250/1251000] [511.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.001464] [CE 4.820 (4.579)] [KD 4.673 (4.792)] 2024-10-14 12:46:37,522 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34152] [top5_cnt 44347] [top_all 50000] 2024-10-14 12:46:37,523 - net: 68.304 (88.694) 2024-10-14 12:46:43,338 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36864] [top5_cnt 45780] [top_all 50000] 2024-10-14 12:46:43,339 - net_E: 73.728 (91.560) 2024-10-14 12:46:43,482 - Max [top1: 68.718 (epoch: 496)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 12:46:43,483 - ==> Total time: 22:44:26 Eta: 21:45:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:46:52,061 - Train: 51.10% [639300/1251000] [511.0/1000.0] [batch_t 0.153 (0.167)] [data_t 0.003] [optim_t 0.149] [lr 0.001464] [CE 4.237 (4.545)] [KD 4.515 (4.594)] 2024-10-14 12:46:59,808 - Train: 51.11% [639350/1251000] [511.1/1000.0] [batch_t 0.166 (0.155)] [data_t 0.003] [optim_t 0.163] [lr 0.001463] [CE 4.612 (4.515)] [KD 4.760 (4.569)] 2024-10-14 12:47:07,769 - Train: 51.11% [639400/1251000] [511.1/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.001463] [CE 4.382 (4.551)] [KD 4.632 (4.637)] 2024-10-14 12:47:15,638 - Train: 51.12% [639450/1251000] [511.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001463] [CE 4.816 (4.571)] [KD 5.239 (4.781)] 2024-10-14 12:47:23,258 - Train: 51.12% [639500/1251000] [511.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001463] [CE 4.937 (4.579)] [KD 4.821 (4.726)] 2024-10-14 12:47:30,851 - Train: 51.12% [639550/1251000] [511.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001463] [CE 5.084 (4.510)] [KD 4.769 (4.715)] 2024-10-14 12:47:38,439 - Train: 51.13% [639600/1251000] [511.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.001462] [CE 4.760 (4.537)] [KD 4.814 (4.699)] 2024-10-14 12:47:46,260 - Train: 51.13% [639650/1251000] [511.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001462] [CE 4.550 (4.593)] [KD 4.763 (4.643)] 2024-10-14 12:47:53,960 - Train: 51.14% [639700/1251000] [511.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001462] [CE 4.866 (4.512)] [KD 4.781 (4.636)] 2024-10-14 12:48:01,613 - Train: 51.14% [639750/1251000] [511.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001462] [CE 4.966 (4.541)] [KD 4.648 (4.641)] 2024-10-14 12:48:09,371 - Train: 51.14% [639800/1251000] [511.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001462] [CE 4.583 (4.535)] [KD 4.466 (4.706)] 2024-10-14 12:48:17,005 - Train: 51.15% [639850/1251000] [511.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001462] [CE 4.672 (4.615)] [KD 4.758 (4.727)] 2024-10-14 12:48:24,807 - Train: 51.15% [639900/1251000] [511.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001461] [CE 4.679 (4.477)] [KD 4.635 (4.640)] 2024-10-14 12:48:32,315 - Train: 51.16% [639950/1251000] [511.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.001461] [CE 4.428 (4.595)] [KD 4.717 (4.705)] 2024-10-14 12:48:40,002 - Train: 51.16% [640000/1251000] [511.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.001461] [CE 4.157 (4.585)] [KD 4.383 (4.726)] 2024-10-14 12:48:47,671 - Train: 51.16% [640050/1251000] [511.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001461] [CE 4.263 (4.532)] [KD 4.486 (4.723)] 2024-10-14 12:48:55,357 - Train: 51.17% [640100/1251000] [511.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001461] [CE 4.651 (4.548)] [KD 4.533 (4.673)] 2024-10-14 12:49:03,037 - Train: 51.17% [640150/1251000] [511.7/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.001460] [CE 4.432 (4.527)] [KD 4.388 (4.697)] 2024-10-14 12:49:10,614 - Train: 51.18% [640200/1251000] [511.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001460] [CE 4.887 (4.522)] [KD 5.032 (4.703)] 2024-10-14 12:49:18,437 - Train: 51.18% [640250/1251000] [511.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001460] [CE 4.830 (4.533)] [KD 4.827 (4.652)] 2024-10-14 12:49:26,217 - Train: 51.18% [640300/1251000] [511.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001460] [CE 4.596 (4.494)] [KD 4.931 (4.622)] 2024-10-14 12:49:33,779 - Train: 51.19% [640350/1251000] [511.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001460] [CE 4.617 (4.556)] [KD 4.552 (4.679)] 2024-10-14 12:49:41,361 - Train: 51.19% [640400/1251000] [511.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001459] [CE 4.306 (4.498)] [KD 4.444 (4.686)] 2024-10-14 12:49:48,994 - Train: 51.20% [640450/1251000] [512.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001459] [CE 4.282 (4.551)] [KD 4.753 (4.693)] 2024-10-14 12:49:56,678 - Train: 51.20% [640500/1251000] [512.0/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001459] [CE 4.356 (4.558)] [KD 4.709 (4.689)] 2024-10-14 12:50:04,257 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34626] [top5_cnt 44530] [top_all 50000] 2024-10-14 12:50:04,257 - net: 69.252 (89.060) 2024-10-14 12:50:10,140 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36873] [top5_cnt 45765] [top_all 50000] 2024-10-14 12:50:10,140 - net_E: 73.746 (91.530) 2024-10-14 12:50:10,277 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 12:50:10,278 - ==> Total time: 22:47:53 Eta: 21:43:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:50:25,056 - Train: 51.20% [640550/1251000] [512.0/1000.0] [batch_t 0.164 (0.167)] [data_t 0.004] [optim_t 0.159] [lr 0.001459] [CE 5.129 (4.522)] [KD 4.762 (4.611)] 2024-10-14 12:50:32,739 - Train: 51.21% [640600/1251000] [512.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001459] [CE 4.532 (4.553)] [KD 4.841 (4.638)] 2024-10-14 12:50:40,701 - Train: 51.21% [640650/1251000] [512.1/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001459] [CE 4.992 (4.603)] [KD 4.816 (4.638)] 2024-10-14 12:50:48,254 - Train: 51.22% [640700/1251000] [512.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001458] [CE 4.538 (4.455)] [KD 4.508 (4.618)] 2024-10-14 12:50:55,802 - Train: 51.22% [640750/1251000] [512.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001458] [CE 4.477 (4.555)] [KD 4.334 (4.638)] 2024-10-14 12:51:03,317 - Train: 51.22% [640800/1251000] [512.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001458] [CE 4.957 (4.528)] [KD 4.807 (4.644)] 2024-10-14 12:51:11,100 - Train: 51.23% [640850/1251000] [512.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001458] [CE 4.637 (4.567)] [KD 4.530 (4.711)] 2024-10-14 12:51:19,014 - Train: 51.23% [640900/1251000] [512.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.001458] [CE 4.332 (4.547)] [KD 4.904 (4.667)] 2024-10-14 12:51:26,733 - Train: 51.24% [640950/1251000] [512.4/1000.0] [batch_t 0.160 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.001457] [CE 4.390 (4.509)] [KD 4.803 (4.688)] 2024-10-14 12:51:34,590 - Train: 51.24% [641000/1251000] [512.4/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.001457] [CE 4.385 (4.595)] [KD 4.663 (4.676)] 2024-10-14 12:51:42,441 - Train: 51.24% [641050/1251000] [512.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001457] [CE 4.527 (4.536)] [KD 4.225 (4.590)] 2024-10-14 12:51:50,046 - Train: 51.25% [641100/1251000] [512.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001457] [CE 4.489 (4.513)] [KD 4.694 (4.603)] 2024-10-14 12:51:57,618 - Train: 51.25% [641150/1251000] [512.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001457] [CE 4.439 (4.522)] [KD 4.435 (4.601)] 2024-10-14 12:52:05,450 - Train: 51.25% [641200/1251000] [512.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001456] [CE 4.539 (4.572)] [KD 4.467 (4.663)] 2024-10-14 12:52:13,145 - Train: 51.26% [641250/1251000] [512.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001456] [CE 4.612 (4.592)] [KD 4.512 (4.684)] 2024-10-14 12:52:20,930 - Train: 51.26% [641300/1251000] [512.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.001456] [CE 4.975 (4.582)] [KD 4.726 (4.625)] 2024-10-14 12:52:28,650 - Train: 51.27% [641350/1251000] [512.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001456] [CE 4.316 (4.631)] [KD 4.339 (4.671)] 2024-10-14 12:52:36,216 - Train: 51.27% [641400/1251000] [512.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.001456] [CE 4.524 (4.487)] [KD 4.772 (4.570)] 2024-10-14 12:52:43,875 - Train: 51.27% [641450/1251000] [512.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001456] [CE 4.109 (4.492)] [KD 4.323 (4.626)] 2024-10-14 12:52:51,817 - Train: 51.28% [641500/1251000] [512.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001455] [CE 4.624 (4.560)] [KD 4.740 (4.719)] 2024-10-14 12:52:59,371 - Train: 51.28% [641550/1251000] [512.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001455] [CE 4.617 (4.506)] [KD 4.723 (4.695)] 2024-10-14 12:53:07,039 - Train: 51.29% [641600/1251000] [512.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001455] [CE 4.428 (4.511)] [KD 4.662 (4.688)] 2024-10-14 12:53:14,565 - Train: 51.29% [641650/1251000] [512.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001455] [CE 4.797 (4.505)] [KD 4.736 (4.675)] 2024-10-14 12:53:22,160 - Train: 51.29% [641700/1251000] [512.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001455] [CE 4.583 (4.583)] [KD 4.619 (4.747)] 2024-10-14 12:53:29,855 - Train: 51.30% [641750/1251000] [513.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001454] [CE 4.087 (4.529)] [KD 4.308 (4.730)] 2024-10-14 12:53:37,408 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34084] [top5_cnt 44211] [top_all 50000] 2024-10-14 12:53:37,408 - net: 68.168 (88.422) 2024-10-14 12:53:43,219 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36877] [top5_cnt 45759] [top_all 50000] 2024-10-14 12:53:43,219 - net_E: 73.754 (91.518) 2024-10-14 12:53:43,392 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 12:53:43,392 - ==> Total time: 22:51:26 Eta: 21:41:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:53:51,767 - Train: 51.30% [641800/1251000] [513.0/1000.0] [batch_t 0.151 (0.171)] [data_t 0.003] [optim_t 0.148] [lr 0.001454] [CE 4.814 (4.499)] [KD 4.672 (4.657)] 2024-10-14 12:53:59,459 - Train: 51.31% [641850/1251000] [513.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001454] [CE 4.024 (4.509)] [KD 4.499 (4.641)] 2024-10-14 12:54:07,508 - Train: 51.31% [641900/1251000] [513.1/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.001454] [CE 4.212 (4.460)] [KD 4.764 (4.706)] 2024-10-14 12:54:15,116 - Train: 51.31% [641950/1251000] [513.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001454] [CE 5.116 (4.512)] [KD 5.078 (4.597)] 2024-10-14 12:54:22,700 - Train: 51.32% [642000/1251000] [513.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001453] [CE 4.552 (4.495)] [KD 4.919 (4.655)] 2024-10-14 12:54:30,426 - Train: 51.32% [642050/1251000] [513.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001453] [CE 4.812 (4.529)] [KD 4.784 (4.684)] 2024-10-14 12:54:37,964 - Train: 51.33% [642100/1251000] [513.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001453] [CE 4.066 (4.468)] [KD 4.747 (4.590)] 2024-10-14 12:54:45,922 - Train: 51.33% [642150/1251000] [513.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.001453] [CE 4.907 (4.552)] [KD 4.782 (4.644)] 2024-10-14 12:54:53,759 - Train: 51.33% [642200/1251000] [513.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001453] [CE 4.478 (4.581)] [KD 4.703 (4.720)] 2024-10-14 12:55:01,330 - Train: 51.34% [642250/1251000] [513.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001453] [CE 4.649 (4.466)] [KD 4.570 (4.637)] 2024-10-14 12:55:09,166 - Train: 51.34% [642300/1251000] [513.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001452] [CE 4.663 (4.550)] [KD 4.525 (4.651)] 2024-10-14 12:55:16,929 - Train: 51.35% [642350/1251000] [513.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001452] [CE 4.477 (4.559)] [KD 4.517 (4.652)] 2024-10-14 12:55:24,606 - Train: 51.35% [642400/1251000] [513.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001452] [CE 4.546 (4.545)] [KD 4.727 (4.685)] 2024-10-14 12:55:32,316 - Train: 51.35% [642450/1251000] [513.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001452] [CE 4.671 (4.555)] [KD 4.439 (4.641)] 2024-10-14 12:55:39,920 - Train: 51.36% [642500/1251000] [513.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001452] [CE 4.833 (4.545)] [KD 4.825 (4.635)] 2024-10-14 12:55:47,592 - Train: 51.36% [642550/1251000] [513.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001451] [CE 4.830 (4.564)] [KD 4.683 (4.659)] 2024-10-14 12:55:55,280 - Train: 51.37% [642600/1251000] [513.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001451] [CE 4.858 (4.577)] [KD 4.932 (4.674)] 2024-10-14 12:56:03,225 - Train: 51.37% [642650/1251000] [513.7/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.001451] [CE 4.774 (4.564)] [KD 4.906 (4.688)] 2024-10-14 12:56:10,768 - Train: 51.37% [642700/1251000] [513.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001451] [CE 3.935 (4.523)] [KD 4.456 (4.720)] 2024-10-14 12:56:18,533 - Train: 51.38% [642750/1251000] [513.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001451] [CE 4.580 (4.523)] [KD 4.498 (4.694)] 2024-10-14 12:56:26,224 - Train: 51.38% [642800/1251000] [513.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001451] [CE 4.954 (4.594)] [KD 4.875 (4.700)] 2024-10-14 12:56:33,933 - Train: 51.39% [642850/1251000] [513.9/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.158] [lr 0.001450] [CE 4.490 (4.490)] [KD 4.737 (4.577)] 2024-10-14 12:56:41,563 - Train: 51.39% [642900/1251000] [513.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001450] [CE 4.457 (4.608)] [KD 4.719 (4.691)] 2024-10-14 12:56:49,401 - Train: 51.39% [642950/1251000] [513.9/1000.0] [batch_t 0.265 (0.157)] [data_t 0.004] [optim_t 0.261] [lr 0.001450] [CE 5.085 (4.594)] [KD 4.974 (4.705)] 2024-10-14 12:56:57,207 - Train: 51.40% [643000/1251000] [514.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001450] [CE 4.009 (4.579)] [KD 4.246 (4.703)] 2024-10-14 12:57:04,915 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34498] [top5_cnt 44473] [top_all 50000] 2024-10-14 12:57:04,916 - net: 68.996 (88.946) 2024-10-14 12:57:10,862 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 36871] [top5_cnt 45768] [top_all 50000] 2024-10-14 12:57:10,863 - net_E: 73.742 (91.536) 2024-10-14 12:57:11,037 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 12:57:11,037 - ==> Total time: 22:54:54 Eta: 21:40:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 12:57:19,236 - Train: 51.40% [643050/1251000] [514.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.003] [optim_t 0.146] [lr 0.001450] [CE 4.615 (4.480)] [KD 4.620 (4.587)] 2024-10-14 12:57:26,869 - Train: 51.41% [643100/1251000] [514.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001449] [CE 4.934 (4.595)] [KD 4.856 (4.639)] 2024-10-14 12:57:34,545 - Train: 51.41% [643150/1251000] [514.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001449] [CE 4.730 (4.566)] [KD 4.627 (4.635)] 2024-10-14 12:57:42,269 - Train: 51.41% [643200/1251000] [514.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001449] [CE 4.567 (4.488)] [KD 4.682 (4.657)] 2024-10-14 12:57:50,120 - Train: 51.42% [643250/1251000] [514.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001449] [CE 4.639 (4.462)] [KD 4.386 (4.635)] 2024-10-14 12:57:57,907 - Train: 51.42% [643300/1251000] [514.2/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001449] [CE 4.090 (4.535)] [KD 4.348 (4.680)] 2024-10-14 12:58:05,790 - Train: 51.43% [643350/1251000] [514.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.001448] [CE 4.046 (4.523)] [KD 4.553 (4.601)] 2024-10-14 12:58:13,689 - Train: 51.43% [643400/1251000] [514.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.001448] [CE 5.031 (4.535)] [KD 4.672 (4.642)] 2024-10-14 12:58:21,485 - Train: 51.43% [643450/1251000] [514.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001448] [CE 4.307 (4.553)] [KD 4.347 (4.650)] 2024-10-14 12:58:29,202 - Train: 51.44% [643500/1251000] [514.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001448] [CE 4.609 (4.564)] [KD 4.615 (4.639)] 2024-10-14 12:58:37,082 - Train: 51.44% [643550/1251000] [514.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001448] [CE 4.732 (4.661)] [KD 4.489 (4.723)] 2024-10-14 12:58:45,010 - Train: 51.45% [643600/1251000] [514.5/1000.0] [batch_t 0.180 (0.158)] [data_t 0.003] [optim_t 0.178] [lr 0.001448] [CE 4.449 (4.502)] [KD 4.797 (4.685)] 2024-10-14 12:58:52,942 - Train: 51.45% [643650/1251000] [514.5/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.001447] [CE 4.901 (4.508)] [KD 4.786 (4.667)] 2024-10-14 12:59:00,881 - Train: 51.45% [643700/1251000] [514.5/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.149] [lr 0.001447] [CE 4.699 (4.616)] [KD 4.955 (4.696)] 2024-10-14 12:59:08,626 - Train: 51.46% [643750/1251000] [514.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.001447] [CE 4.595 (4.507)] [KD 4.768 (4.699)] 2024-10-14 12:59:16,248 - Train: 51.46% [643800/1251000] [514.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001447] [CE 4.893 (4.541)] [KD 4.914 (4.686)] 2024-10-14 12:59:24,070 - Train: 51.47% [643850/1251000] [514.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.001447] [CE 4.624 (4.478)] [KD 4.426 (4.621)] 2024-10-14 12:59:31,761 - Train: 51.47% [643900/1251000] [514.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001446] [CE 4.455 (4.597)] [KD 4.703 (4.689)] 2024-10-14 12:59:39,471 - Train: 51.47% [643950/1251000] [514.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001446] [CE 4.977 (4.571)] [KD 4.940 (4.660)] 2024-10-14 12:59:47,244 - Train: 51.48% [644000/1251000] [514.8/1000.0] [batch_t 0.291 (0.155)] [data_t 0.003] [optim_t 0.288] [lr 0.001446] [CE 4.821 (4.530)] [KD 4.750 (4.670)] 2024-10-14 12:59:54,985 - Train: 51.48% [644050/1251000] [514.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001446] [CE 4.335 (4.550)] [KD 4.500 (4.742)] 2024-10-14 13:00:02,863 - Train: 51.49% [644100/1251000] [514.9/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.001446] [CE 4.165 (4.524)] [KD 4.545 (4.683)] 2024-10-14 13:00:10,644 - Train: 51.49% [644150/1251000] [514.9/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.001445] [CE 4.564 (4.539)] [KD 4.650 (4.663)] 2024-10-14 13:00:18,341 - Train: 51.49% [644200/1251000] [514.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001445] [CE 4.985 (4.496)] [KD 4.847 (4.679)] 2024-10-14 13:00:26,182 - Train: 51.50% [644250/1251000] [515.0/1000.0] [batch_t 0.159 (0.157)] [data_t 0.012] [optim_t 0.148] [lr 0.001445] [CE 4.667 (4.479)] [KD 4.688 (4.645)] 2024-10-14 13:00:34,063 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34232] [top5_cnt 44346] [top_all 50000] 2024-10-14 13:00:34,063 - net: 68.464 (88.692) 2024-10-14 13:00:40,106 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36892] [top5_cnt 45764] [top_all 50000] 2024-10-14 13:00:40,107 - net_E: 73.784 (91.528) 2024-10-14 13:00:40,299 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 13:00:40,299 - ==> Total time: 22:58:23 Eta: 21:38:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:00:48,449 - Train: 51.50% [644300/1251000] [515.0/1000.0] [batch_t 0.150 (0.162)] [data_t 0.005] [optim_t 0.145] [lr 0.001445] [CE 4.239 (4.593)] [KD 4.544 (4.732)] 2024-10-14 13:00:56,227 - Train: 51.51% [644350/1251000] [515.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001445] [CE 4.838 (4.491)] [KD 4.632 (4.611)] 2024-10-14 13:01:03,982 - Train: 51.51% [644400/1251000] [515.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001445] [CE 4.983 (4.546)] [KD 4.852 (4.625)] 2024-10-14 13:01:11,718 - Train: 51.51% [644450/1251000] [515.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001444] [CE 5.148 (4.508)] [KD 4.934 (4.615)] 2024-10-14 13:01:19,427 - Train: 51.52% [644500/1251000] [515.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001444] [CE 4.546 (4.532)] [KD 4.523 (4.586)] 2024-10-14 13:01:27,159 - Train: 51.52% [644550/1251000] [515.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001444] [CE 4.739 (4.559)] [KD 4.747 (4.607)] 2024-10-14 13:01:34,741 - Train: 51.53% [644600/1251000] [515.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001444] [CE 4.221 (4.566)] [KD 4.822 (4.660)] 2024-10-14 13:01:42,693 - Train: 51.53% [644650/1251000] [515.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.001444] [CE 4.052 (4.517)] [KD 4.392 (4.670)] 2024-10-14 13:01:50,412 - Train: 51.53% [644700/1251000] [515.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001443] [CE 4.866 (4.556)] [KD 5.107 (4.718)] 2024-10-14 13:01:58,219 - Train: 51.54% [644750/1251000] [515.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001443] [CE 4.061 (4.532)] [KD 4.298 (4.697)] 2024-10-14 13:02:05,903 - Train: 51.54% [644800/1251000] [515.4/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001443] [CE 4.645 (4.595)] [KD 4.736 (4.689)] 2024-10-14 13:02:13,710 - Train: 51.55% [644850/1251000] [515.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001443] [CE 4.129 (4.495)] [KD 4.456 (4.601)] 2024-10-14 13:02:21,284 - Train: 51.55% [644900/1251000] [515.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001443] [CE 5.164 (4.526)] [KD 4.722 (4.631)] 2024-10-14 13:02:29,299 - Train: 51.55% [644950/1251000] [515.5/1000.0] [batch_t 0.289 (0.160)] [data_t 0.005] [optim_t 0.284] [lr 0.001442] [CE 4.424 (4.528)] [KD 4.719 (4.673)] 2024-10-14 13:02:36,995 - Train: 51.56% [645000/1251000] [515.6/1000.0] [batch_t 0.162 (0.154)] [data_t 0.003] [optim_t 0.159] [lr 0.001442] [CE 4.151 (4.561)] [KD 4.426 (4.641)] 2024-10-14 13:02:44,605 - Train: 51.56% [645050/1251000] [515.6/1000.0] [batch_t 0.161 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.001442] [CE 3.717 (4.509)] [KD 4.150 (4.610)] 2024-10-14 13:02:52,241 - Train: 51.57% [645100/1251000] [515.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001442] [CE 4.181 (4.478)] [KD 4.330 (4.642)] 2024-10-14 13:02:59,888 - Train: 51.57% [645150/1251000] [515.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001442] [CE 5.123 (4.549)] [KD 4.885 (4.779)] 2024-10-14 13:03:07,569 - Train: 51.57% [645200/1251000] [515.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001442] [CE 4.882 (4.602)] [KD 4.965 (4.713)] 2024-10-14 13:03:15,503 - Train: 51.58% [645250/1251000] [515.8/1000.0] [batch_t 0.273 (0.159)] [data_t 0.003] [optim_t 0.270] [lr 0.001441] [CE 4.663 (4.604)] [KD 4.714 (4.699)] 2024-10-14 13:03:23,068 - Train: 51.58% [645300/1251000] [515.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001441] [CE 4.731 (4.434)] [KD 4.696 (4.590)] 2024-10-14 13:03:30,584 - Train: 51.59% [645350/1251000] [515.9/1000.0] [batch_t 0.164 (0.150)] [data_t 0.003] [optim_t 0.161] [lr 0.001441] [CE 4.341 (4.490)] [KD 4.394 (4.613)] 2024-10-14 13:03:38,274 - Train: 51.59% [645400/1251000] [515.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001441] [CE 4.685 (4.568)] [KD 4.904 (4.729)] 2024-10-14 13:03:45,958 - Train: 51.59% [645450/1251000] [515.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001441] [CE 4.458 (4.466)] [KD 4.764 (4.679)] 2024-10-14 13:03:53,830 - Train: 51.60% [645500/1251000] [516.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001440] [CE 4.356 (4.531)] [KD 4.581 (4.699)] 2024-10-14 13:04:02,151 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34267] [top5_cnt 44454] [top_all 50000] 2024-10-14 13:04:02,151 - net: 68.534 (88.908) 2024-10-14 13:04:08,039 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36915] [top5_cnt 45806] [top_all 50000] 2024-10-14 13:04:08,039 - net_E: 73.830 (91.612) 2024-10-14 13:04:08,202 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.842 (epoch: 510)] 2024-10-14 13:04:08,202 - ==> Total time: 23:01:51 Eta: 21:36:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:04:15,715 - Train: 51.60% [645550/1251000] [516.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.004] [optim_t 0.147] [lr 0.001440] [CE 4.223 (4.566)] [KD 4.318 (4.638)] 2024-10-14 13:04:23,506 - Train: 51.61% [645600/1251000] [516.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001440] [CE 4.724 (4.609)] [KD 4.887 (4.682)] 2024-10-14 13:04:31,253 - Train: 51.61% [645650/1251000] [516.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001440] [CE 4.120 (4.561)] [KD 4.512 (4.645)] 2024-10-14 13:04:38,873 - Train: 51.61% [645700/1251000] [516.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001440] [CE 4.504 (4.503)] [KD 4.651 (4.641)] 2024-10-14 13:04:46,579 - Train: 51.62% [645750/1251000] [516.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001440] [CE 4.507 (4.509)] [KD 4.623 (4.589)] 2024-10-14 13:04:54,593 - Train: 51.62% [645800/1251000] [516.2/1000.0] [batch_t 0.154 (0.160)] [data_t 0.003] [optim_t 0.151] [lr 0.001439] [CE 4.724 (4.465)] [KD 4.626 (4.559)] 2024-10-14 13:05:02,279 - Train: 51.63% [645850/1251000] [516.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001439] [CE 4.923 (4.512)] [KD 4.857 (4.552)] 2024-10-14 13:05:10,150 - Train: 51.63% [645900/1251000] [516.3/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.152] [lr 0.001439] [CE 4.630 (4.578)] [KD 4.729 (4.610)] 2024-10-14 13:05:17,965 - Train: 51.63% [645950/1251000] [516.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001439] [CE 4.674 (4.524)] [KD 4.874 (4.608)] 2024-10-14 13:05:25,768 - Train: 51.64% [646000/1251000] [516.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001439] [CE 4.329 (4.580)] [KD 4.683 (4.670)] 2024-10-14 13:05:33,492 - Train: 51.64% [646050/1251000] [516.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001438] [CE 4.761 (4.592)] [KD 4.885 (4.705)] 2024-10-14 13:05:41,544 - Train: 51.65% [646100/1251000] [516.5/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.001438] [CE 4.751 (4.530)] [KD 4.802 (4.693)] 2024-10-14 13:05:49,152 - Train: 51.65% [646150/1251000] [516.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001438] [CE 4.272 (4.536)] [KD 4.616 (4.673)] 2024-10-14 13:05:56,817 - Train: 51.65% [646200/1251000] [516.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001438] [CE 4.219 (4.573)] [KD 4.677 (4.683)] 2024-10-14 13:06:04,547 - Train: 51.66% [646250/1251000] [516.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001438] [CE 4.528 (4.547)] [KD 4.726 (4.706)] 2024-10-14 13:06:12,266 - Train: 51.66% [646300/1251000] [516.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001437] [CE 4.371 (4.481)] [KD 4.760 (4.648)] 2024-10-14 13:06:19,958 - Train: 51.67% [646350/1251000] [516.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001437] [CE 4.708 (4.463)] [KD 4.759 (4.683)] 2024-10-14 13:06:27,837 - Train: 51.67% [646400/1251000] [516.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001437] [CE 4.438 (4.521)] [KD 4.590 (4.665)] 2024-10-14 13:06:35,563 - Train: 51.67% [646450/1251000] [516.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001437] [CE 4.047 (4.576)] [KD 4.294 (4.668)] 2024-10-14 13:06:43,282 - Train: 51.68% [646500/1251000] [516.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001437] [CE 5.047 (4.545)] [KD 4.764 (4.612)] 2024-10-14 13:06:50,997 - Train: 51.68% [646550/1251000] [516.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001437] [CE 4.318 (4.522)] [KD 4.735 (4.720)] 2024-10-14 13:06:58,946 - Train: 51.69% [646600/1251000] [516.9/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.001436] [CE 4.630 (4.565)] [KD 4.588 (4.699)] 2024-10-14 13:07:06,623 - Train: 51.69% [646650/1251000] [516.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001436] [CE 4.632 (4.552)] [KD 4.712 (4.705)] 2024-10-14 13:07:14,233 - Train: 51.69% [646700/1251000] [516.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001436] [CE 4.842 (4.543)] [KD 4.630 (4.655)] 2024-10-14 13:07:21,886 - Train: 51.70% [646750/1251000] [517.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001436] [CE 4.653 (4.515)] [KD 4.702 (4.665)] 2024-10-14 13:07:30,136 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 33094] [top5_cnt 43530] [top_all 50000] 2024-10-14 13:07:30,137 - net: 66.188 (87.060) 2024-10-14 13:07:36,014 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 36937] [top5_cnt 45785] [top_all 50000] 2024-10-14 13:07:36,014 - net_E: 73.874 (91.570) 2024-10-14 13:07:36,222 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.874 (epoch: 517)] 2024-10-14 13:07:36,222 - ==> Total time: 23:05:19 Eta: 21:34:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:07:48,301 - Train: 51.70% [646800/1251000] [517.0/1000.0] [batch_t 0.149 (0.180)] [data_t 0.004] [optim_t 0.146] [lr 0.001436] [CE 4.209 (4.551)] [KD 4.247 (4.676)] 2024-10-14 13:07:56,124 - Train: 51.71% [646850/1251000] [517.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001435] [CE 4.600 (4.523)] [KD 4.682 (4.628)] 2024-10-14 13:08:03,697 - Train: 51.71% [646900/1251000] [517.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001435] [CE 4.049 (4.554)] [KD 4.642 (4.593)] 2024-10-14 13:08:11,487 - Train: 51.71% [646950/1251000] [517.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.001435] [CE 3.954 (4.501)] [KD 4.440 (4.634)] 2024-10-14 13:08:19,180 - Train: 51.72% [647000/1251000] [517.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001435] [CE 4.487 (4.623)] [KD 4.563 (4.686)] 2024-10-14 13:08:26,771 - Train: 51.72% [647050/1251000] [517.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001435] [CE 4.473 (4.569)] [KD 4.614 (4.675)] 2024-10-14 13:08:34,526 - Train: 51.73% [647100/1251000] [517.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.001434] [CE 4.468 (4.545)] [KD 4.459 (4.660)] 2024-10-14 13:08:42,343 - Train: 51.73% [647150/1251000] [517.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001434] [CE 4.880 (4.491)] [KD 4.788 (4.689)] 2024-10-14 13:08:50,296 - Train: 51.73% [647200/1251000] [517.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001434] [CE 4.125 (4.503)] [KD 4.542 (4.649)] 2024-10-14 13:08:57,984 - Train: 51.74% [647250/1251000] [517.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001434] [CE 4.777 (4.520)] [KD 4.954 (4.669)] 2024-10-14 13:09:05,581 - Train: 51.74% [647300/1251000] [517.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001434] [CE 4.653 (4.576)] [KD 4.740 (4.603)] 2024-10-14 13:09:13,267 - Train: 51.75% [647350/1251000] [517.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001434] [CE 5.069 (4.555)] [KD 4.962 (4.637)] 2024-10-14 13:09:20,976 - Train: 51.75% [647400/1251000] [517.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001433] [CE 4.240 (4.473)] [KD 4.378 (4.652)] 2024-10-14 13:09:28,781 - Train: 51.75% [647450/1251000] [517.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001433] [CE 4.671 (4.456)] [KD 4.873 (4.660)] 2024-10-14 13:09:36,630 - Train: 51.76% [647500/1251000] [517.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001433] [CE 4.362 (4.536)] [KD 4.589 (4.710)] 2024-10-14 13:09:44,163 - Train: 51.76% [647550/1251000] [517.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001433] [CE 4.355 (4.510)] [KD 4.810 (4.650)] 2024-10-14 13:09:51,807 - Train: 51.77% [647600/1251000] [517.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001433] [CE 4.863 (4.490)] [KD 4.849 (4.618)] 2024-10-14 13:09:59,507 - Train: 51.77% [647650/1251000] [517.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001432] [CE 4.718 (4.518)] [KD 4.525 (4.585)] 2024-10-14 13:10:07,240 - Train: 51.77% [647700/1251000] [517.7/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.001432] [CE 4.764 (4.614)] [KD 5.009 (4.719)] 2024-10-14 13:10:14,886 - Train: 51.78% [647750/1251000] [517.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001432] [CE 4.014 (4.564)] [KD 4.533 (4.659)] 2024-10-14 13:10:22,801 - Train: 51.78% [647800/1251000] [517.8/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.001432] [CE 3.718 (4.522)] [KD 4.417 (4.685)] 2024-10-14 13:10:30,611 - Train: 51.79% [647850/1251000] [517.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001432] [CE 4.900 (4.520)] [KD 4.992 (4.668)] 2024-10-14 13:10:38,187 - Train: 51.79% [647900/1251000] [517.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001432] [CE 4.272 (4.572)] [KD 4.484 (4.653)] 2024-10-14 13:10:45,990 - Train: 51.79% [647950/1251000] [517.9/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.001431] [CE 4.966 (4.533)] [KD 5.033 (4.678)] 2024-10-14 13:10:53,781 - Train: 51.80% [648000/1251000] [518.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001431] [CE 4.830 (4.548)] [KD 5.013 (4.719)] 2024-10-14 13:11:02,326 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34463] [top5_cnt 44453] [top_all 50000] 2024-10-14 13:11:02,327 - net: 68.926 (88.906) 2024-10-14 13:11:08,298 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36933] [top5_cnt 45779] [top_all 50000] 2024-10-14 13:11:08,299 - net_E: 73.866 (91.558) 2024-10-14 13:11:08,452 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.874 (epoch: 517)] 2024-10-14 13:11:08,453 - ==> Total time: 23:08:51 Eta: 21:32:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:11:15,997 - Train: 51.80% [648050/1251000] [518.0/1000.0] [batch_t 0.150 (0.169)] [data_t 0.003] [optim_t 0.146] [lr 0.001431] [CE 4.099 (4.521)] [KD 4.345 (4.621)] 2024-10-14 13:11:23,836 - Train: 51.81% [648100/1251000] [518.1/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.001431] [CE 4.584 (4.499)] [KD 4.676 (4.641)] 2024-10-14 13:11:31,385 - Train: 51.81% [648150/1251000] [518.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001431] [CE 4.521 (4.486)] [KD 4.715 (4.614)] 2024-10-14 13:11:39,499 - Train: 51.81% [648200/1251000] [518.1/1000.0] [batch_t 0.172 (0.162)] [data_t 0.004] [optim_t 0.168] [lr 0.001430] [CE 4.158 (4.543)] [KD 4.460 (4.631)] 2024-10-14 13:11:47,199 - Train: 51.82% [648250/1251000] [518.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001430] [CE 4.271 (4.537)] [KD 4.703 (4.553)] 2024-10-14 13:11:54,753 - Train: 51.82% [648300/1251000] [518.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001430] [CE 4.675 (4.590)] [KD 4.689 (4.676)] 2024-10-14 13:12:02,400 - Train: 51.83% [648350/1251000] [518.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.001430] [CE 4.609 (4.482)] [KD 4.795 (4.642)] 2024-10-14 13:12:10,038 - Train: 51.83% [648400/1251000] [518.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001430] [CE 4.218 (4.547)] [KD 4.527 (4.629)] 2024-10-14 13:12:17,870 - Train: 51.83% [648450/1251000] [518.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001429] [CE 4.864 (4.575)] [KD 4.505 (4.679)] 2024-10-14 13:12:25,858 - Train: 51.84% [648500/1251000] [518.4/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.001429] [CE 4.349 (4.525)] [KD 4.446 (4.627)] 2024-10-14 13:12:33,404 - Train: 51.84% [648550/1251000] [518.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001429] [CE 4.941 (4.596)] [KD 4.693 (4.651)] 2024-10-14 13:12:41,096 - Train: 51.85% [648600/1251000] [518.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001429] [CE 5.023 (4.553)] [KD 4.925 (4.663)] 2024-10-14 13:12:48,869 - Train: 51.85% [648650/1251000] [518.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001429] [CE 4.512 (4.544)] [KD 4.503 (4.601)] 2024-10-14 13:12:56,416 - Train: 51.85% [648700/1251000] [518.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001429] [CE 4.034 (4.439)] [KD 4.753 (4.630)] 2024-10-14 13:13:04,147 - Train: 51.86% [648750/1251000] [518.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001428] [CE 4.312 (4.602)] [KD 4.493 (4.729)] 2024-10-14 13:13:11,746 - Train: 51.86% [648800/1251000] [518.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001428] [CE 4.961 (4.609)] [KD 4.638 (4.701)] 2024-10-14 13:13:19,527 - Train: 51.87% [648850/1251000] [518.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001428] [CE 4.549 (4.517)] [KD 4.773 (4.621)] 2024-10-14 13:13:27,078 - Train: 51.87% [648900/1251000] [518.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001428] [CE 4.686 (4.533)] [KD 4.657 (4.595)] 2024-10-14 13:13:35,010 - Train: 51.87% [648950/1251000] [518.7/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001428] [CE 4.734 (4.518)] [KD 4.845 (4.638)] 2024-10-14 13:13:42,578 - Train: 51.88% [649000/1251000] [518.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001427] [CE 5.049 (4.601)] [KD 5.038 (4.693)] 2024-10-14 13:13:50,259 - Train: 51.88% [649050/1251000] [518.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001427] [CE 4.868 (4.547)] [KD 4.797 (4.713)] 2024-10-14 13:13:58,152 - Train: 51.89% [649100/1251000] [518.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001427] [CE 4.490 (4.531)] [KD 4.673 (4.670)] 2024-10-14 13:14:05,700 - Train: 51.89% [649150/1251000] [518.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001427] [CE 4.788 (4.514)] [KD 4.681 (4.583)] 2024-10-14 13:14:13,364 - Train: 51.89% [649200/1251000] [518.9/1000.0] [batch_t 0.163 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.001427] [CE 4.555 (4.543)] [KD 4.584 (4.603)] 2024-10-14 13:14:20,930 - Train: 51.90% [649250/1251000] [519.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001426] [CE 5.166 (4.568)] [KD 4.831 (4.650)] 2024-10-14 13:14:29,620 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 33655] [top5_cnt 43908] [top_all 50000] 2024-10-14 13:14:29,621 - net: 67.310 (87.816) 2024-10-14 13:14:35,323 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 36964] [top5_cnt 45791] [top_all 50000] 2024-10-14 13:14:35,323 - net_E: 73.928 (91.582) 2024-10-14 13:14:35,504 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.928 (epoch: 519)] 2024-10-14 13:14:35,504 - ==> Total time: 23:12:18 Eta: 21:30:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:14:48,494 - Train: 51.90% [649300/1251000] [519.0/1000.0] [batch_t 0.149 (0.164)] [data_t 0.004] [optim_t 0.145] [lr 0.001426] [CE 4.459 (4.569)] [KD 4.815 (4.602)] 2024-10-14 13:14:56,270 - Train: 51.91% [649350/1251000] [519.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001426] [CE 4.428 (4.494)] [KD 4.515 (4.595)] 2024-10-14 13:15:03,993 - Train: 51.91% [649400/1251000] [519.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001426] [CE 4.525 (4.467)] [KD 4.482 (4.561)] 2024-10-14 13:15:11,829 - Train: 51.91% [649450/1251000] [519.1/1000.0] [batch_t 0.157 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.001426] [CE 4.258 (4.587)] [KD 4.602 (4.632)] 2024-10-14 13:15:19,332 - Train: 51.92% [649500/1251000] [519.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001426] [CE 4.278 (4.481)] [KD 4.511 (4.612)] 2024-10-14 13:15:26,835 - Train: 51.92% [649550/1251000] [519.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001425] [CE 4.629 (4.584)] [KD 4.676 (4.735)] 2024-10-14 13:15:34,658 - Train: 51.93% [649600/1251000] [519.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001425] [CE 4.317 (4.464)] [KD 4.579 (4.544)] 2024-10-14 13:15:42,136 - Train: 51.93% [649650/1251000] [519.3/1000.0] [batch_t 0.155 (0.149)] [data_t 0.004] [optim_t 0.151] [lr 0.001425] [CE 4.891 (4.541)] [KD 4.810 (4.626)] 2024-10-14 13:15:50,238 - Train: 51.93% [649700/1251000] [519.3/1000.0] [batch_t 0.155 (0.162)] [data_t 0.004] [optim_t 0.151] [lr 0.001425] [CE 4.180 (4.422)] [KD 4.435 (4.561)] 2024-10-14 13:15:57,748 - Train: 51.94% [649750/1251000] [519.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001425] [CE 4.986 (4.556)] [KD 4.836 (4.680)] 2024-10-14 13:16:05,309 - Train: 51.94% [649800/1251000] [519.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001424] [CE 3.900 (4.447)] [KD 4.320 (4.609)] 2024-10-14 13:16:12,900 - Train: 51.95% [649850/1251000] [519.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001424] [CE 4.611 (4.586)] [KD 4.826 (4.672)] 2024-10-14 13:16:20,542 - Train: 51.95% [649900/1251000] [519.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001424] [CE 4.236 (4.527)] [KD 4.693 (4.669)] 2024-10-14 13:16:28,175 - Train: 51.95% [649950/1251000] [519.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001424] [CE 4.031 (4.503)] [KD 4.460 (4.644)] 2024-10-14 13:16:36,019 - Train: 51.96% [650000/1251000] [519.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001424] [CE 4.731 (4.561)] [KD 4.738 (4.669)] 2024-10-14 13:16:43,561 - Train: 51.96% [650050/1251000] [519.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001424] [CE 4.446 (4.579)] [KD 4.570 (4.666)] 2024-10-14 13:16:51,210 - Train: 51.97% [650100/1251000] [519.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001423] [CE 3.941 (4.556)] [KD 4.413 (4.656)] 2024-10-14 13:16:59,022 - Train: 51.97% [650150/1251000] [519.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.001423] [CE 4.303 (4.530)] [KD 4.462 (4.680)] 2024-10-14 13:17:06,670 - Train: 51.97% [650200/1251000] [519.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001423] [CE 4.896 (4.510)] [KD 4.632 (4.651)] 2024-10-14 13:17:14,238 - Train: 51.98% [650250/1251000] [519.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.001423] [CE 4.705 (4.473)] [KD 4.817 (4.612)] 2024-10-14 13:17:21,924 - Train: 51.98% [650300/1251000] [519.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001423] [CE 4.343 (4.484)] [KD 4.645 (4.657)] 2024-10-14 13:17:29,519 - Train: 51.99% [650350/1251000] [519.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001422] [CE 4.391 (4.590)] [KD 4.592 (4.717)] 2024-10-14 13:17:37,058 - Train: 51.99% [650400/1251000] [519.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001422] [CE 4.551 (4.512)] [KD 4.420 (4.670)] 2024-10-14 13:17:44,935 - Train: 51.99% [650450/1251000] [519.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001422] [CE 5.049 (4.543)] [KD 4.833 (4.622)] 2024-10-14 13:17:52,459 - Train: 52.00% [650500/1251000] [520.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001422] [CE 4.542 (4.490)] [KD 4.847 (4.590)] 2024-10-14 13:18:01,137 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 33700] [top5_cnt 43993] [top_all 50000] 2024-10-14 13:18:01,137 - net: 67.400 (87.986) 2024-10-14 13:18:06,883 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36997] [top5_cnt 45802] [top_all 50000] 2024-10-14 13:18:06,883 - net_E: 73.994 (91.604) 2024-10-14 13:18:07,051 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.994 (epoch: 520)] 2024-10-14 13:18:07,052 - ==> Total time: 23:15:50 Eta: 21:28:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:18:20,363 - Train: 52.00% [650550/1251000] [520.0/1000.0] [batch_t 0.149 (0.176)] [data_t 0.004] [optim_t 0.145] [lr 0.001422] [CE 4.066 (4.558)] [KD 4.712 (4.651)] 2024-10-14 13:18:27,908 - Train: 52.01% [650600/1251000] [520.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001421] [CE 4.408 (4.515)] [KD 4.586 (4.594)] 2024-10-14 13:18:35,447 - Train: 52.01% [650650/1251000] [520.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001421] [CE 4.510 (4.568)] [KD 4.732 (4.614)] 2024-10-14 13:18:43,286 - Train: 52.01% [650700/1251000] [520.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.001421] [CE 4.393 (4.470)] [KD 4.609 (4.547)] 2024-10-14 13:18:50,933 - Train: 52.02% [650750/1251000] [520.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001421] [CE 4.294 (4.456)] [KD 4.079 (4.506)] 2024-10-14 13:18:58,445 - Train: 52.02% [650800/1251000] [520.2/1000.0] [batch_t 0.159 (0.150)] [data_t 0.004] [optim_t 0.155] [lr 0.001421] [CE 4.906 (4.515)] [KD 4.795 (4.645)] 2024-10-14 13:19:06,348 - Train: 52.03% [650850/1251000] [520.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001421] [CE 4.426 (4.574)] [KD 4.518 (4.686)] 2024-10-14 13:19:13,881 - Train: 52.03% [650900/1251000] [520.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001420] [CE 5.044 (4.561)] [KD 4.944 (4.636)] 2024-10-14 13:19:21,527 - Train: 52.03% [650950/1251000] [520.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001420] [CE 4.739 (4.554)] [KD 4.761 (4.679)] 2024-10-14 13:19:29,489 - Train: 52.04% [651000/1251000] [520.4/1000.0] [batch_t 0.147 (0.159)] [data_t 0.003] [optim_t 0.144] [lr 0.001420] [CE 5.110 (4.483)] [KD 4.894 (4.591)] 2024-10-14 13:19:37,087 - Train: 52.04% [651050/1251000] [520.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001420] [CE 4.147 (4.545)] [KD 4.547 (4.591)] 2024-10-14 13:19:44,925 - Train: 52.05% [651100/1251000] [520.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001420] [CE 4.384 (4.518)] [KD 4.656 (4.630)] 2024-10-14 13:19:52,837 - Train: 52.05% [651150/1251000] [520.5/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.001419] [CE 4.767 (4.542)] [KD 4.832 (4.608)] 2024-10-14 13:20:00,469 - Train: 52.05% [651200/1251000] [520.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001419] [CE 4.614 (4.586)] [KD 4.811 (4.707)] 2024-10-14 13:20:08,238 - Train: 52.06% [651250/1251000] [520.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001419] [CE 5.025 (4.596)] [KD 5.312 (4.685)] 2024-10-14 13:20:15,949 - Train: 52.06% [651300/1251000] [520.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001419] [CE 4.442 (4.535)] [KD 4.634 (4.660)] 2024-10-14 13:20:23,507 - Train: 52.07% [651350/1251000] [520.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001419] [CE 4.337 (4.473)] [KD 4.620 (4.550)] 2024-10-14 13:20:31,489 - Train: 52.07% [651400/1251000] [520.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.001418] [CE 4.360 (4.516)] [KD 4.842 (4.615)] 2024-10-14 13:20:39,174 - Train: 52.07% [651450/1251000] [520.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001418] [CE 4.262 (4.496)] [KD 4.558 (4.556)] 2024-10-14 13:20:46,731 - Train: 52.08% [651500/1251000] [520.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001418] [CE 4.967 (4.559)] [KD 4.989 (4.647)] 2024-10-14 13:20:54,459 - Train: 52.08% [651550/1251000] [520.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001418] [CE 4.716 (4.578)] [KD 4.758 (4.718)] 2024-10-14 13:21:02,300 - Train: 52.09% [651600/1251000] [520.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001418] [CE 4.658 (4.526)] [KD 4.591 (4.599)] 2024-10-14 13:21:09,889 - Train: 52.09% [651650/1251000] [520.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001418] [CE 4.396 (4.481)] [KD 4.333 (4.592)] 2024-10-14 13:21:17,676 - Train: 52.09% [651700/1251000] [520.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001417] [CE 4.345 (4.528)] [KD 5.007 (4.632)] 2024-10-14 13:21:25,314 - Train: 52.10% [651750/1251000] [521.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001417] [CE 4.190 (4.595)] [KD 4.355 (4.698)] 2024-10-14 13:21:34,251 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34429] [top5_cnt 44400] [top_all 50000] 2024-10-14 13:21:34,251 - net: 68.858 (88.800) 2024-10-14 13:21:40,027 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 36969] [top5_cnt 45799] [top_all 50000] 2024-10-14 13:21:40,028 - net_E: 73.938 (91.598) 2024-10-14 13:21:40,208 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.994 (epoch: 520)] 2024-10-14 13:21:40,208 - ==> Total time: 23:19:23 Eta: 21:26:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:21:47,414 - Train: 52.10% [651800/1251000] [521.0/1000.0] [batch_t 0.154 (0.170)] [data_t 0.005] [optim_t 0.149] [lr 0.001417] [CE 4.389 (4.639)] [KD 4.447 (4.658)] 2024-10-14 13:21:55,147 - Train: 52.11% [651850/1251000] [521.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001417] [CE 4.758 (4.613)] [KD 4.727 (4.631)] 2024-10-14 13:22:02,740 - Train: 52.11% [651900/1251000] [521.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.001417] [CE 4.603 (4.541)] [KD 4.871 (4.677)] 2024-10-14 13:22:10,465 - Train: 52.11% [651950/1251000] [521.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001416] [CE 4.714 (4.513)] [KD 4.633 (4.673)] 2024-10-14 13:22:18,381 - Train: 52.12% [652000/1251000] [521.2/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.001416] [CE 4.418 (4.562)] [KD 4.593 (4.674)] 2024-10-14 13:22:26,131 - Train: 52.12% [652050/1251000] [521.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001416] [CE 4.552 (4.486)] [KD 4.547 (4.578)] 2024-10-14 13:22:34,022 - Train: 52.13% [652100/1251000] [521.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001416] [CE 4.517 (4.512)] [KD 4.720 (4.594)] 2024-10-14 13:22:41,779 - Train: 52.13% [652150/1251000] [521.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001416] [CE 4.652 (4.472)] [KD 4.812 (4.603)] 2024-10-14 13:22:49,358 - Train: 52.13% [652200/1251000] [521.3/1000.0] [batch_t 0.160 (0.151)] [data_t 0.003] [optim_t 0.157] [lr 0.001416] [CE 4.622 (4.505)] [KD 5.085 (4.696)] 2024-10-14 13:22:57,245 - Train: 52.14% [652250/1251000] [521.4/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001415] [CE 4.234 (4.548)] [KD 4.389 (4.620)] 2024-10-14 13:23:04,926 - Train: 52.14% [652300/1251000] [521.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001415] [CE 4.285 (4.505)] [KD 4.665 (4.626)] 2024-10-14 13:23:12,828 - Train: 52.15% [652350/1251000] [521.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001415] [CE 4.796 (4.503)] [KD 4.836 (4.660)] 2024-10-14 13:23:20,581 - Train: 52.15% [652400/1251000] [521.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001415] [CE 4.430 (4.602)] [KD 4.624 (4.696)] 2024-10-14 13:23:28,330 - Train: 52.15% [652450/1251000] [521.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001415] [CE 4.546 (4.463)] [KD 4.839 (4.574)] 2024-10-14 13:23:36,063 - Train: 52.16% [652500/1251000] [521.6/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.001414] [CE 4.437 (4.591)] [KD 4.680 (4.726)] 2024-10-14 13:23:43,780 - Train: 52.16% [652550/1251000] [521.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001414] [CE 4.973 (4.609)] [KD 5.065 (4.740)] 2024-10-14 13:23:51,565 - Train: 52.17% [652600/1251000] [521.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001414] [CE 4.669 (4.550)] [KD 4.886 (4.707)] 2024-10-14 13:23:59,137 - Train: 52.17% [652650/1251000] [521.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001414] [CE 4.766 (4.551)] [KD 4.783 (4.627)] 2024-10-14 13:24:07,002 - Train: 52.17% [652700/1251000] [521.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001414] [CE 4.701 (4.514)] [KD 4.721 (4.596)] 2024-10-14 13:24:14,680 - Train: 52.18% [652750/1251000] [521.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001413] [CE 4.552 (4.539)] [KD 4.740 (4.607)] 2024-10-14 13:24:22,547 - Train: 52.18% [652800/1251000] [521.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001413] [CE 4.509 (4.483)] [KD 4.607 (4.624)] 2024-10-14 13:24:30,174 - Train: 52.19% [652850/1251000] [521.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001413] [CE 4.434 (4.550)] [KD 4.429 (4.635)] 2024-10-14 13:24:38,096 - Train: 52.19% [652900/1251000] [521.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.001413] [CE 4.598 (4.487)] [KD 4.464 (4.615)] 2024-10-14 13:24:46,010 - Train: 52.19% [652950/1251000] [521.9/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.001413] [CE 4.489 (4.491)] [KD 4.605 (4.634)] 2024-10-14 13:24:53,707 - Train: 52.20% [653000/1251000] [522.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001413] [CE 3.794 (4.519)] [KD 4.161 (4.557)] 2024-10-14 13:25:02,837 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 33740] [top5_cnt 44049] [top_all 50000] 2024-10-14 13:25:02,837 - net: 67.480 (88.098) 2024-10-14 13:25:08,800 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36980] [top5_cnt 45805] [top_all 50000] 2024-10-14 13:25:08,801 - net_E: 73.960 (91.610) 2024-10-14 13:25:08,993 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 73.994 (epoch: 520)] 2024-10-14 13:25:08,993 - ==> Total time: 23:22:52 Eta: 21:24:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:25:15,617 - Train: 52.20% [653050/1251000] [522.0/1000.0] [batch_t 0.161 (0.173)] [data_t 0.003] [optim_t 0.158] [lr 0.001412] [CE 4.789 (4.474)] [KD 4.544 (4.516)] 2024-10-14 13:25:23,320 - Train: 52.21% [653100/1251000] [522.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001412] [CE 4.194 (4.515)] [KD 4.190 (4.629)] 2024-10-14 13:25:31,067 - Train: 52.21% [653150/1251000] [522.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001412] [CE 4.052 (4.465)] [KD 4.444 (4.527)] 2024-10-14 13:25:38,631 - Train: 52.21% [653200/1251000] [522.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001412] [CE 4.837 (4.540)] [KD 4.709 (4.601)] 2024-10-14 13:25:46,468 - Train: 52.22% [653250/1251000] [522.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001412] [CE 4.557 (4.481)] [KD 4.765 (4.583)] 2024-10-14 13:25:54,154 - Train: 52.22% [653300/1251000] [522.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001411] [CE 4.432 (4.444)] [KD 4.596 (4.539)] 2024-10-14 13:26:02,041 - Train: 52.23% [653350/1251000] [522.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001411] [CE 4.436 (4.521)] [KD 4.571 (4.549)] 2024-10-14 13:26:09,619 - Train: 52.23% [653400/1251000] [522.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001411] [CE 4.589 (4.491)] [KD 4.691 (4.618)] 2024-10-14 13:26:17,306 - Train: 52.23% [653450/1251000] [522.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001411] [CE 4.226 (4.461)] [KD 4.584 (4.560)] 2024-10-14 13:26:24,865 - Train: 52.24% [653500/1251000] [522.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001411] [CE 4.570 (4.530)] [KD 4.762 (4.637)] 2024-10-14 13:26:32,541 - Train: 52.24% [653550/1251000] [522.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001410] [CE 4.518 (4.547)] [KD 4.791 (4.632)] 2024-10-14 13:26:40,234 - Train: 52.25% [653600/1251000] [522.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001410] [CE 4.616 (4.556)] [KD 4.648 (4.610)] 2024-10-14 13:26:48,118 - Train: 52.25% [653650/1251000] [522.5/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001410] [CE 4.714 (4.573)] [KD 4.939 (4.607)] 2024-10-14 13:26:55,839 - Train: 52.25% [653700/1251000] [522.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001410] [CE 4.536 (4.507)] [KD 4.521 (4.579)] 2024-10-14 13:27:03,834 - Train: 52.26% [653750/1251000] [522.6/1000.0] [batch_t 0.157 (0.160)] [data_t 0.004] [optim_t 0.153] [lr 0.001410] [CE 4.550 (4.474)] [KD 4.715 (4.574)] 2024-10-14 13:27:11,512 - Train: 52.26% [653800/1251000] [522.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001410] [CE 4.906 (4.492)] [KD 4.750 (4.579)] 2024-10-14 13:27:19,118 - Train: 52.27% [653850/1251000] [522.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001409] [CE 4.416 (4.534)] [KD 4.308 (4.652)] 2024-10-14 13:27:26,912 - Train: 52.27% [653900/1251000] [522.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001409] [CE 3.865 (4.538)] [KD 4.512 (4.627)] 2024-10-14 13:27:34,626 - Train: 52.27% [653950/1251000] [522.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001409] [CE 4.285 (4.564)] [KD 4.579 (4.672)] 2024-10-14 13:27:42,318 - Train: 52.28% [654000/1251000] [522.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001409] [CE 4.384 (4.480)] [KD 4.745 (4.622)] 2024-10-14 13:27:49,994 - Train: 52.28% [654050/1251000] [522.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001409] [CE 4.847 (4.625)] [KD 5.005 (4.729)] 2024-10-14 13:27:57,762 - Train: 52.29% [654100/1251000] [522.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001408] [CE 4.460 (4.547)] [KD 4.531 (4.634)] 2024-10-14 13:28:05,450 - Train: 52.29% [654150/1251000] [522.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001408] [CE 4.707 (4.542)] [KD 4.644 (4.652)] 2024-10-14 13:28:13,168 - Train: 52.29% [654200/1251000] [522.9/1000.0] [batch_t 0.163 (0.154)] [data_t 0.004] [optim_t 0.160] [lr 0.001408] [CE 5.197 (4.552)] [KD 5.134 (4.665)] 2024-10-14 13:28:20,751 - Train: 52.30% [654250/1251000] [523.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001408] [CE 4.874 (4.569)] [KD 4.671 (4.655)] 2024-10-14 13:28:29,896 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34339] [top5_cnt 44415] [top_all 50000] 2024-10-14 13:28:29,896 - net: 68.678 (88.830) 2024-10-14 13:28:35,697 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 37037] [top5_cnt 45804] [top_all 50000] 2024-10-14 13:28:35,698 - net_E: 74.074 (91.608) 2024-10-14 13:28:35,805 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:28:35,805 - ==> Total time: 23:26:19 Eta: 21:22:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:28:49,037 - Train: 52.30% [654300/1251000] [523.0/1000.0] [batch_t 0.152 (0.173)] [data_t 0.003] [optim_t 0.149] [lr 0.001408] [CE 4.423 (4.593)] [KD 4.484 (4.636)] 2024-10-14 13:28:56,775 - Train: 52.31% [654350/1251000] [523.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001408] [CE 4.460 (4.567)] [KD 4.534 (4.661)] 2024-10-14 13:29:04,603 - Train: 52.31% [654400/1251000] [523.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001407] [CE 4.621 (4.515)] [KD 4.573 (4.606)] 2024-10-14 13:29:12,360 - Train: 52.31% [654450/1251000] [523.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001407] [CE 4.165 (4.492)] [KD 4.664 (4.589)] 2024-10-14 13:29:20,127 - Train: 52.32% [654500/1251000] [523.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001407] [CE 4.484 (4.518)] [KD 4.966 (4.605)] 2024-10-14 13:29:27,969 - Train: 52.32% [654550/1251000] [523.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.001407] [CE 4.228 (4.519)] [KD 4.471 (4.633)] 2024-10-14 13:29:35,725 - Train: 52.33% [654600/1251000] [523.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001407] [CE 4.180 (4.588)] [KD 4.362 (4.662)] 2024-10-14 13:29:43,361 - Train: 52.33% [654650/1251000] [523.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001406] [CE 4.573 (4.542)] [KD 4.909 (4.697)] 2024-10-14 13:29:51,011 - Train: 52.33% [654700/1251000] [523.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001406] [CE 4.242 (4.543)] [KD 4.591 (4.576)] 2024-10-14 13:29:58,902 - Train: 52.34% [654750/1251000] [523.4/1000.0] [batch_t 0.163 (0.158)] [data_t 0.003] [optim_t 0.160] [lr 0.001406] [CE 4.444 (4.466)] [KD 4.572 (4.643)] 2024-10-14 13:30:06,623 - Train: 52.34% [654800/1251000] [523.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001406] [CE 4.148 (4.512)] [KD 4.483 (4.655)] 2024-10-14 13:30:14,624 - Train: 52.35% [654850/1251000] [523.5/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001406] [CE 4.283 (4.491)] [KD 4.445 (4.636)] 2024-10-14 13:30:22,432 - Train: 52.35% [654900/1251000] [523.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.001405] [CE 4.589 (4.531)] [KD 4.598 (4.623)] 2024-10-14 13:30:30,279 - Train: 52.35% [654950/1251000] [523.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.001405] [CE 4.605 (4.495)] [KD 4.395 (4.633)] 2024-10-14 13:30:38,111 - Train: 52.36% [655000/1251000] [523.6/1000.0] [batch_t 0.159 (0.157)] [data_t 0.004] [optim_t 0.155] [lr 0.001405] [CE 4.529 (4.551)] [KD 4.710 (4.666)] 2024-10-14 13:30:45,749 - Train: 52.36% [655050/1251000] [523.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001405] [CE 4.351 (4.590)] [KD 4.395 (4.699)] 2024-10-14 13:30:53,431 - Train: 52.37% [655100/1251000] [523.7/1000.0] [batch_t 0.163 (0.154)] [data_t 0.005] [optim_t 0.158] [lr 0.001405] [CE 4.304 (4.487)] [KD 4.458 (4.604)] 2024-10-14 13:31:01,351 - Train: 52.37% [655150/1251000] [523.7/1000.0] [batch_t 0.162 (0.158)] [data_t 0.005] [optim_t 0.158] [lr 0.001405] [CE 4.328 (4.496)] [KD 4.320 (4.624)] 2024-10-14 13:31:09,190 - Train: 52.37% [655200/1251000] [523.7/1000.0] [batch_t 0.158 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.001404] [CE 4.420 (4.514)] [KD 4.635 (4.592)] 2024-10-14 13:31:16,963 - Train: 52.38% [655250/1251000] [523.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001404] [CE 4.240 (4.575)] [KD 4.516 (4.665)] 2024-10-14 13:31:24,823 - Train: 52.38% [655300/1251000] [523.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001404] [CE 4.756 (4.633)] [KD 4.753 (4.738)] 2024-10-14 13:31:32,375 - Train: 52.39% [655350/1251000] [523.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001404] [CE 4.307 (4.575)] [KD 4.561 (4.636)] 2024-10-14 13:31:40,095 - Train: 52.39% [655400/1251000] [523.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001404] [CE 4.688 (4.511)] [KD 4.789 (4.627)] 2024-10-14 13:31:47,822 - Train: 52.39% [655450/1251000] [523.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001403] [CE 4.617 (4.515)] [KD 4.722 (4.628)] 2024-10-14 13:31:55,412 - Train: 52.40% [655500/1251000] [524.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001403] [CE 4.435 (4.487)] [KD 4.615 (4.696)] 2024-10-14 13:32:04,839 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34569] [top5_cnt 44464] [top_all 50000] 2024-10-14 13:32:04,840 - net: 69.138 (88.928) 2024-10-14 13:32:10,601 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37037] [top5_cnt 45809] [top_all 50000] 2024-10-14 13:32:10,604 - net_E: 74.074 (91.618) 2024-10-14 13:32:10,738 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:32:10,739 - ==> Total time: 23:29:53 Eta: 21:20:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:32:17,308 - Train: 52.40% [655550/1251000] [524.0/1000.0] [batch_t 0.150 (0.174)] [data_t 0.004] [optim_t 0.146] [lr 0.001403] [CE 4.505 (4.543)] [KD 4.451 (4.581)] 2024-10-14 13:32:25,025 - Train: 52.41% [655600/1251000] [524.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001403] [CE 4.031 (4.464)] [KD 4.323 (4.573)] 2024-10-14 13:32:32,774 - Train: 52.41% [655650/1251000] [524.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001403] [CE 5.137 (4.535)] [KD 4.791 (4.632)] 2024-10-14 13:32:40,469 - Train: 52.41% [655700/1251000] [524.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001402] [CE 4.330 (4.487)] [KD 4.369 (4.552)] 2024-10-14 13:32:48,185 - Train: 52.42% [655750/1251000] [524.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001402] [CE 4.872 (4.521)] [KD 4.837 (4.589)] 2024-10-14 13:32:55,908 - Train: 52.42% [655800/1251000] [524.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001402] [CE 4.284 (4.505)] [KD 4.417 (4.544)] 2024-10-14 13:33:03,810 - Train: 52.43% [655850/1251000] [524.3/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.156] [lr 0.001402] [CE 4.817 (4.626)] [KD 4.787 (4.593)] 2024-10-14 13:33:11,442 - Train: 52.43% [655900/1251000] [524.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001402] [CE 4.283 (4.489)] [KD 4.477 (4.605)] 2024-10-14 13:33:19,207 - Train: 52.43% [655950/1251000] [524.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001402] [CE 5.014 (4.499)] [KD 4.854 (4.607)] 2024-10-14 13:33:26,940 - Train: 52.44% [656000/1251000] [524.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001401] [CE 4.301 (4.568)] [KD 4.432 (4.667)] 2024-10-14 13:33:34,836 - Train: 52.44% [656050/1251000] [524.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001401] [CE 4.400 (4.466)] [KD 4.464 (4.606)] 2024-10-14 13:33:42,577 - Train: 52.45% [656100/1251000] [524.5/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.001401] [CE 4.103 (4.520)] [KD 4.401 (4.644)] 2024-10-14 13:33:50,347 - Train: 52.45% [656150/1251000] [524.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001401] [CE 4.493 (4.566)] [KD 4.688 (4.654)] 2024-10-14 13:33:57,969 - Train: 52.45% [656200/1251000] [524.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001401] [CE 4.521 (4.567)] [KD 4.701 (4.628)] 2024-10-14 13:34:05,840 - Train: 52.46% [656250/1251000] [524.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001400] [CE 4.661 (4.615)] [KD 4.630 (4.674)] 2024-10-14 13:34:13,596 - Train: 52.46% [656300/1251000] [524.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001400] [CE 4.801 (4.496)] [KD 4.913 (4.572)] 2024-10-14 13:34:21,259 - Train: 52.47% [656350/1251000] [524.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001400] [CE 4.242 (4.484)] [KD 4.384 (4.594)] 2024-10-14 13:34:29,098 - Train: 52.47% [656400/1251000] [524.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001400] [CE 4.154 (4.508)] [KD 4.621 (4.600)] 2024-10-14 13:34:36,830 - Train: 52.47% [656450/1251000] [524.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001400] [CE 4.597 (4.524)] [KD 4.876 (4.621)] 2024-10-14 13:34:44,733 - Train: 52.48% [656500/1251000] [524.8/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.001400] [CE 4.619 (4.434)] [KD 4.898 (4.590)] 2024-10-14 13:34:52,491 - Train: 52.48% [656550/1251000] [524.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001399] [CE 4.763 (4.632)] [KD 4.577 (4.704)] 2024-10-14 13:35:00,161 - Train: 52.49% [656600/1251000] [524.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001399] [CE 4.398 (4.565)] [KD 4.802 (4.646)] 2024-10-14 13:35:07,979 - Train: 52.49% [656650/1251000] [524.9/1000.0] [batch_t 0.162 (0.156)] [data_t 0.005] [optim_t 0.157] [lr 0.001399] [CE 4.269 (4.528)] [KD 4.555 (4.643)] 2024-10-14 13:35:15,745 - Train: 52.49% [656700/1251000] [524.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001399] [CE 5.048 (4.505)] [KD 4.707 (4.630)] 2024-10-14 13:35:23,488 - Train: 52.50% [656750/1251000] [525.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001399] [CE 4.253 (4.521)] [KD 4.562 (4.602)] 2024-10-14 13:35:32,967 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34188] [top5_cnt 44248] [top_all 50000] 2024-10-14 13:35:32,968 - net: 68.376 (88.496) 2024-10-14 13:35:39,004 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 37000] [top5_cnt 45790] [top_all 50000] 2024-10-14 13:35:39,005 - net_E: 74.000 (91.580) 2024-10-14 13:35:39,136 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:35:39,136 - ==> Total time: 23:33:22 Eta: 21:18:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:35:51,300 - Train: 52.50% [656800/1251000] [525.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.003] [optim_t 0.148] [lr 0.001398] [CE 4.915 (4.453)] [KD 4.753 (4.502)] 2024-10-14 13:35:59,345 - Train: 52.51% [656850/1251000] [525.1/1000.0] [batch_t 0.286 (0.161)] [data_t 0.004] [optim_t 0.282] [lr 0.001398] [CE 4.425 (4.468)] [KD 4.465 (4.517)] 2024-10-14 13:36:07,154 - Train: 52.51% [656900/1251000] [525.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001398] [CE 4.774 (4.480)] [KD 4.926 (4.557)] 2024-10-14 13:36:14,737 - Train: 52.51% [656950/1251000] [525.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001398] [CE 4.443 (4.536)] [KD 4.545 (4.654)] 2024-10-14 13:36:22,436 - Train: 52.52% [657000/1251000] [525.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001398] [CE 4.638 (4.665)] [KD 4.472 (4.694)] 2024-10-14 13:36:30,151 - Train: 52.52% [657050/1251000] [525.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001397] [CE 4.362 (4.507)] [KD 4.536 (4.667)] 2024-10-14 13:36:37,878 - Train: 52.53% [657100/1251000] [525.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001397] [CE 4.724 (4.574)] [KD 4.623 (4.600)] 2024-10-14 13:36:45,600 - Train: 52.53% [657150/1251000] [525.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001397] [CE 4.720 (4.557)] [KD 4.587 (4.563)] 2024-10-14 13:36:53,245 - Train: 52.53% [657200/1251000] [525.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001397] [CE 4.109 (4.554)] [KD 4.344 (4.667)] 2024-10-14 13:37:01,182 - Train: 52.54% [657250/1251000] [525.4/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.001397] [CE 4.132 (4.456)] [KD 4.502 (4.599)] 2024-10-14 13:37:08,986 - Train: 52.54% [657300/1251000] [525.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.001397] [CE 4.379 (4.543)] [KD 4.548 (4.673)] 2024-10-14 13:37:16,607 - Train: 52.55% [657350/1251000] [525.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001396] [CE 4.189 (4.485)] [KD 4.657 (4.617)] 2024-10-14 13:37:24,220 - Train: 52.55% [657400/1251000] [525.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001396] [CE 4.659 (4.550)] [KD 4.483 (4.599)] 2024-10-14 13:37:32,065 - Train: 52.55% [657450/1251000] [525.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001396] [CE 4.317 (4.530)] [KD 4.476 (4.664)] 2024-10-14 13:37:39,860 - Train: 52.56% [657500/1251000] [525.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001396] [CE 3.808 (4.532)] [KD 4.258 (4.695)] 2024-10-14 13:37:47,468 - Train: 52.56% [657550/1251000] [525.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001396] [CE 4.232 (4.556)] [KD 4.444 (4.652)] 2024-10-14 13:37:55,216 - Train: 52.57% [657600/1251000] [525.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001395] [CE 4.687 (4.548)] [KD 4.998 (4.626)] 2024-10-14 13:38:02,966 - Train: 52.57% [657650/1251000] [525.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001395] [CE 4.427 (4.539)] [KD 4.571 (4.611)] 2024-10-14 13:38:10,989 - Train: 52.57% [657700/1251000] [525.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001395] [CE 5.076 (4.511)] [KD 4.745 (4.640)] 2024-10-14 13:38:18,728 - Train: 52.58% [657750/1251000] [525.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001395] [CE 4.913 (4.511)] [KD 4.829 (4.667)] 2024-10-14 13:38:26,321 - Train: 52.58% [657800/1251000] [525.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001395] [CE 4.580 (4.513)] [KD 4.944 (4.605)] 2024-10-14 13:38:34,043 - Train: 52.59% [657850/1251000] [525.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001394] [CE 4.886 (4.497)] [KD 4.853 (4.574)] 2024-10-14 13:38:41,770 - Train: 52.59% [657900/1251000] [525.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001394] [CE 4.273 (4.533)] [KD 4.446 (4.643)] 2024-10-14 13:38:49,580 - Train: 52.59% [657950/1251000] [525.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001394] [CE 4.277 (4.498)] [KD 4.263 (4.622)] 2024-10-14 13:38:57,286 - Train: 52.60% [658000/1251000] [526.0/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001394] [CE 4.347 (4.531)] [KD 4.369 (4.632)] 2024-10-14 13:39:07,082 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.112)] [top1_cnt 34224] [top5_cnt 44234] [top_all 50000] 2024-10-14 13:39:07,082 - net: 68.448 (88.468) 2024-10-14 13:39:13,344 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.114)] [top1_cnt 36973] [top5_cnt 45812] [top_all 50000] 2024-10-14 13:39:13,344 - net_E: 73.946 (91.624) 2024-10-14 13:39:13,487 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:39:13,488 - ==> Total time: 23:36:56 Eta: 21:16:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:39:19,738 - Train: 52.60% [658050/1251000] [526.0/1000.0] [batch_t 0.156 (0.173)] [data_t 0.003] [optim_t 0.153] [lr 0.001394] [CE 4.133 (4.490)] [KD 4.385 (4.537)] 2024-10-14 13:39:28,044 - Train: 52.61% [658100/1251000] [526.1/1000.0] [batch_t 0.149 (0.166)] [data_t 0.003] [optim_t 0.146] [lr 0.001394] [CE 4.067 (4.591)] [KD 4.282 (4.586)] 2024-10-14 13:39:35,812 - Train: 52.61% [658150/1251000] [526.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001393] [CE 4.577 (4.491)] [KD 4.655 (4.578)] 2024-10-14 13:39:43,604 - Train: 52.61% [658200/1251000] [526.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001393] [CE 5.020 (4.479)] [KD 4.860 (4.622)] 2024-10-14 13:39:51,378 - Train: 52.62% [658250/1251000] [526.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001393] [CE 4.204 (4.461)] [KD 4.472 (4.605)] 2024-10-14 13:39:59,085 - Train: 52.62% [658300/1251000] [526.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001393] [CE 4.352 (4.537)] [KD 4.387 (4.560)] 2024-10-14 13:40:06,757 - Train: 52.63% [658350/1251000] [526.3/1000.0] [batch_t 0.160 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.001393] [CE 4.217 (4.565)] [KD 4.509 (4.633)] 2024-10-14 13:40:14,745 - Train: 52.63% [658400/1251000] [526.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.001392] [CE 4.814 (4.581)] [KD 5.088 (4.696)] 2024-10-14 13:40:22,371 - Train: 52.63% [658450/1251000] [526.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001392] [CE 4.707 (4.443)] [KD 4.670 (4.622)] 2024-10-14 13:40:30,225 - Train: 52.64% [658500/1251000] [526.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001392] [CE 4.448 (4.537)] [KD 4.453 (4.652)] 2024-10-14 13:40:38,021 - Train: 52.64% [658550/1251000] [526.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001392] [CE 4.458 (4.557)] [KD 4.501 (4.593)] 2024-10-14 13:40:45,809 - Train: 52.65% [658600/1251000] [526.5/1000.0] [batch_t 0.278 (0.156)] [data_t 0.003] [optim_t 0.275] [lr 0.001392] [CE 4.313 (4.495)] [KD 4.455 (4.586)] 2024-10-14 13:40:53,631 - Train: 52.65% [658650/1251000] [526.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001392] [CE 4.740 (4.501)] [KD 4.676 (4.649)] 2024-10-14 13:41:01,402 - Train: 52.65% [658700/1251000] [526.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001391] [CE 4.878 (4.532)] [KD 4.805 (4.685)] 2024-10-14 13:41:09,053 - Train: 52.66% [658750/1251000] [526.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001391] [CE 4.477 (4.517)] [KD 4.624 (4.594)] 2024-10-14 13:41:16,697 - Train: 52.66% [658800/1251000] [526.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001391] [CE 4.750 (4.499)] [KD 4.861 (4.674)] 2024-10-14 13:41:24,566 - Train: 52.67% [658850/1251000] [526.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.006] [optim_t 0.147] [lr 0.001391] [CE 4.265 (4.550)] [KD 4.428 (4.666)] 2024-10-14 13:41:32,176 - Train: 52.67% [658900/1251000] [526.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.001391] [CE 4.253 (4.549)] [KD 4.478 (4.603)] 2024-10-14 13:41:40,164 - Train: 52.67% [658950/1251000] [526.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001390] [CE 4.282 (4.592)] [KD 4.580 (4.718)] 2024-10-14 13:41:47,797 - Train: 52.68% [659000/1251000] [526.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001390] [CE 4.077 (4.493)] [KD 4.473 (4.638)] 2024-10-14 13:41:55,700 - Train: 52.68% [659050/1251000] [526.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001390] [CE 4.479 (4.555)] [KD 4.328 (4.700)] 2024-10-14 13:42:03,313 - Train: 52.69% [659100/1251000] [526.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001390] [CE 4.764 (4.622)] [KD 4.487 (4.625)] 2024-10-14 13:42:11,052 - Train: 52.69% [659150/1251000] [526.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001390] [CE 4.915 (4.568)] [KD 4.966 (4.613)] 2024-10-14 13:42:18,846 - Train: 52.69% [659200/1251000] [526.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001389] [CE 4.463 (4.496)] [KD 4.841 (4.643)] 2024-10-14 13:42:26,719 - Train: 52.70% [659250/1251000] [527.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001389] [CE 4.862 (4.582)] [KD 4.588 (4.701)] 2024-10-14 13:42:37,071 - Test (net): 100.00% [50/50] [batch_t 0.504 (0.118)] [top1_cnt 34411] [top5_cnt 44431] [top_all 50000] 2024-10-14 13:42:37,071 - net: 68.822 (88.862) 2024-10-14 13:42:43,073 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37001] [top5_cnt 45836] [top_all 50000] 2024-10-14 13:42:43,073 - net_E: 74.002 (91.672) 2024-10-14 13:42:43,191 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:42:43,192 - ==> Total time: 23:40:26 Eta: 21:14:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:42:48,991 - Train: 52.70% [659300/1251000] [527.0/1000.0] [batch_t 0.150 (0.171)] [data_t 0.004] [optim_t 0.146] [lr 0.001389] [CE 4.909 (4.555)] [KD 4.738 (4.612)] 2024-10-14 13:42:56,734 - Train: 52.71% [659350/1251000] [527.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001389] [CE 4.756 (4.548)] [KD 4.589 (4.588)] 2024-10-14 13:43:04,510 - Train: 52.71% [659400/1251000] [527.1/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.001389] [CE 4.658 (4.495)] [KD 4.482 (4.571)] 2024-10-14 13:43:12,423 - Train: 52.71% [659450/1251000] [527.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001389] [CE 4.258 (4.587)] [KD 4.162 (4.667)] 2024-10-14 13:43:20,324 - Train: 52.72% [659500/1251000] [527.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.001388] [CE 4.438 (4.485)] [KD 4.565 (4.555)] 2024-10-14 13:43:28,081 - Train: 52.72% [659550/1251000] [527.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001388] [CE 4.386 (4.497)] [KD 4.340 (4.513)] 2024-10-14 13:43:35,824 - Train: 52.73% [659600/1251000] [527.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.001388] [CE 4.262 (4.490)] [KD 4.369 (4.523)] 2024-10-14 13:43:43,392 - Train: 52.73% [659650/1251000] [527.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001388] [CE 4.363 (4.486)] [KD 4.392 (4.585)] 2024-10-14 13:43:51,191 - Train: 52.73% [659700/1251000] [527.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001388] [CE 4.984 (4.525)] [KD 4.844 (4.604)] 2024-10-14 13:43:59,070 - Train: 52.74% [659750/1251000] [527.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001387] [CE 4.385 (4.503)] [KD 4.724 (4.614)] 2024-10-14 13:44:06,940 - Train: 52.74% [659800/1251000] [527.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001387] [CE 3.977 (4.588)] [KD 4.240 (4.566)] 2024-10-14 13:44:14,711 - Train: 52.75% [659850/1251000] [527.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001387] [CE 4.152 (4.432)] [KD 4.300 (4.500)] 2024-10-14 13:44:22,495 - Train: 52.75% [659900/1251000] [527.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001387] [CE 3.985 (4.517)] [KD 4.123 (4.508)] 2024-10-14 13:44:30,157 - Train: 52.75% [659950/1251000] [527.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001387] [CE 4.650 (4.515)] [KD 4.615 (4.500)] 2024-10-14 13:44:37,904 - Train: 52.76% [660000/1251000] [527.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001387] [CE 4.682 (4.566)] [KD 4.688 (4.571)] 2024-10-14 13:44:45,757 - Train: 52.76% [660050/1251000] [527.6/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.001386] [CE 4.094 (4.528)] [KD 4.269 (4.605)] 2024-10-14 13:44:53,608 - Train: 52.77% [660100/1251000] [527.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001386] [CE 4.623 (4.608)] [KD 4.624 (4.696)] 2024-10-14 13:45:01,356 - Train: 52.77% [660150/1251000] [527.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001386] [CE 4.920 (4.505)] [KD 5.248 (4.609)] 2024-10-14 13:45:09,007 - Train: 52.77% [660200/1251000] [527.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001386] [CE 4.454 (4.570)] [KD 4.398 (4.651)] 2024-10-14 13:45:16,735 - Train: 52.78% [660250/1251000] [527.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001386] [CE 4.948 (4.491)] [KD 4.838 (4.679)] 2024-10-14 13:45:24,688 - Train: 52.78% [660300/1251000] [527.8/1000.0] [batch_t 0.168 (0.159)] [data_t 0.003] [optim_t 0.165] [lr 0.001385] [CE 4.980 (4.569)] [KD 5.038 (4.694)] 2024-10-14 13:45:32,700 - Train: 52.79% [660350/1251000] [527.9/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.001385] [CE 4.400 (4.510)] [KD 4.326 (4.608)] 2024-10-14 13:45:40,391 - Train: 52.79% [660400/1251000] [527.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001385] [CE 4.465 (4.486)] [KD 4.783 (4.629)] 2024-10-14 13:45:48,265 - Train: 52.79% [660450/1251000] [527.9/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.001385] [CE 5.078 (4.558)] [KD 4.550 (4.619)] 2024-10-14 13:45:55,910 - Train: 52.80% [660500/1251000] [528.0/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001385] [CE 4.320 (4.542)] [KD 4.525 (4.637)] 2024-10-14 13:46:05,889 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 34514] [top5_cnt 44463] [top_all 50000] 2024-10-14 13:46:05,889 - net: 69.028 (88.926) 2024-10-14 13:46:11,728 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37011] [top5_cnt 45858] [top_all 50000] 2024-10-14 13:46:11,728 - net_E: 74.022 (91.716) 2024-10-14 13:46:11,884 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:46:11,885 - ==> Total time: 23:43:55 Eta: 21:12:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:46:17,555 - Train: 52.80% [660550/1251000] [528.0/1000.0] [batch_t 0.153 (0.179)] [data_t 0.003] [optim_t 0.150] [lr 0.001384] [CE 4.852 (4.438)] [KD 4.656 (4.508)] 2024-10-14 13:46:25,246 - Train: 52.81% [660600/1251000] [528.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001384] [CE 4.924 (4.508)] [KD 4.883 (4.573)] 2024-10-14 13:46:32,991 - Train: 52.81% [660650/1251000] [528.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001384] [CE 4.557 (4.473)] [KD 4.415 (4.524)] 2024-10-14 13:46:40,686 - Train: 52.81% [660700/1251000] [528.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001384] [CE 4.193 (4.552)] [KD 4.454 (4.564)] 2024-10-14 13:46:48,426 - Train: 52.82% [660750/1251000] [528.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001384] [CE 4.889 (4.475)] [KD 4.782 (4.566)] 2024-10-14 13:46:56,161 - Train: 52.82% [660800/1251000] [528.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001384] [CE 3.918 (4.500)] [KD 4.378 (4.574)] 2024-10-14 13:47:03,921 - Train: 52.83% [660850/1251000] [528.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001383] [CE 4.827 (4.539)] [KD 4.339 (4.660)] 2024-10-14 13:47:11,631 - Train: 52.83% [660900/1251000] [528.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001383] [CE 4.740 (4.515)] [KD 4.660 (4.568)] 2024-10-14 13:47:19,370 - Train: 52.83% [660950/1251000] [528.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001383] [CE 4.429 (4.443)] [KD 4.721 (4.592)] 2024-10-14 13:47:27,096 - Train: 52.84% [661000/1251000] [528.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001383] [CE 5.009 (4.599)] [KD 4.909 (4.634)] 2024-10-14 13:47:34,797 - Train: 52.84% [661050/1251000] [528.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001383] [CE 4.547 (4.563)] [KD 4.538 (4.666)] 2024-10-14 13:47:42,662 - Train: 52.85% [661100/1251000] [528.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001382] [CE 4.758 (4.429)] [KD 4.536 (4.595)] 2024-10-14 13:47:50,450 - Train: 52.85% [661150/1251000] [528.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001382] [CE 3.936 (4.453)] [KD 4.240 (4.550)] 2024-10-14 13:47:58,323 - Train: 52.85% [661200/1251000] [528.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001382] [CE 4.344 (4.460)] [KD 4.438 (4.584)] 2024-10-14 13:48:06,031 - Train: 52.86% [661250/1251000] [528.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001382] [CE 4.734 (4.545)] [KD 4.809 (4.577)] 2024-10-14 13:48:13,755 - Train: 52.86% [661300/1251000] [528.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001382] [CE 4.728 (4.526)] [KD 4.926 (4.569)] 2024-10-14 13:48:21,540 - Train: 52.87% [661350/1251000] [528.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001381] [CE 3.685 (4.520)] [KD 4.422 (4.610)] 2024-10-14 13:48:29,478 - Train: 52.87% [661400/1251000] [528.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001381] [CE 4.595 (4.519)] [KD 4.716 (4.587)] 2024-10-14 13:48:37,371 - Train: 52.87% [661450/1251000] [528.7/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001381] [CE 4.930 (4.529)] [KD 5.153 (4.586)] 2024-10-14 13:48:45,101 - Train: 52.88% [661500/1251000] [528.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001381] [CE 3.946 (4.471)] [KD 4.276 (4.565)] 2024-10-14 13:48:52,842 - Train: 52.88% [661550/1251000] [528.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001381] [CE 4.786 (4.552)] [KD 4.950 (4.653)] 2024-10-14 13:49:00,536 - Train: 52.89% [661600/1251000] [528.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001381] [CE 4.698 (4.526)] [KD 4.628 (4.628)] 2024-10-14 13:49:08,341 - Train: 52.89% [661650/1251000] [528.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001380] [CE 4.428 (4.526)] [KD 4.699 (4.633)] 2024-10-14 13:49:16,008 - Train: 52.89% [661700/1251000] [528.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001380] [CE 4.402 (4.527)] [KD 4.478 (4.606)] 2024-10-14 13:49:23,742 - Train: 52.90% [661750/1251000] [529.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001380] [CE 4.484 (4.479)] [KD 4.941 (4.592)] 2024-10-14 13:49:34,148 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34583] [top5_cnt 44603] [top_all 50000] 2024-10-14 13:49:34,149 - net: 69.166 (89.206) 2024-10-14 13:49:40,030 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37037] [top5_cnt 45850] [top_all 50000] 2024-10-14 13:49:40,030 - net_E: 74.074 (91.700) 2024-10-14 13:49:40,239 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:49:40,239 - ==> Total time: 23:47:23 Eta: 21:10:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:49:46,172 - Train: 52.90% [661800/1251000] [529.0/1000.0] [batch_t 0.156 (0.173)] [data_t 0.003] [optim_t 0.153] [lr 0.001380] [CE 4.540 (4.582)] [KD 4.744 (4.646)] 2024-10-14 13:49:54,063 - Train: 52.91% [661850/1251000] [529.1/1000.0] [batch_t 0.162 (0.158)] [data_t 0.005] [optim_t 0.157] [lr 0.001380] [CE 4.332 (4.486)] [KD 4.655 (4.560)] 2024-10-14 13:50:02,206 - Train: 52.91% [661900/1251000] [529.1/1000.0] [batch_t 0.166 (0.163)] [data_t 0.004] [optim_t 0.162] [lr 0.001379] [CE 4.220 (4.525)] [KD 4.119 (4.579)] 2024-10-14 13:50:09,981 - Train: 52.91% [661950/1251000] [529.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001379] [CE 4.913 (4.571)] [KD 4.912 (4.614)] 2024-10-14 13:50:17,644 - Train: 52.92% [662000/1251000] [529.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001379] [CE 4.453 (4.549)] [KD 4.567 (4.611)] 2024-10-14 13:50:25,514 - Train: 52.92% [662050/1251000] [529.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001379] [CE 4.337 (4.537)] [KD 4.639 (4.642)] 2024-10-14 13:50:33,161 - Train: 52.93% [662100/1251000] [529.3/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.001379] [CE 4.258 (4.514)] [KD 4.367 (4.589)] 2024-10-14 13:50:40,978 - Train: 52.93% [662150/1251000] [529.3/1000.0] [batch_t 0.160 (0.156)] [data_t 0.004] [optim_t 0.156] [lr 0.001379] [CE 4.403 (4.508)] [KD 4.627 (4.569)] 2024-10-14 13:50:49,123 - Train: 52.93% [662200/1251000] [529.3/1000.0] [batch_t 0.151 (0.163)] [data_t 0.004] [optim_t 0.147] [lr 0.001378] [CE 4.426 (4.502)] [KD 4.566 (4.548)] 2024-10-14 13:50:56,710 - Train: 52.94% [662250/1251000] [529.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001378] [CE 4.547 (4.474)] [KD 4.415 (4.549)] 2024-10-14 13:51:04,487 - Train: 52.94% [662300/1251000] [529.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001378] [CE 4.169 (4.582)] [KD 4.321 (4.643)] 2024-10-14 13:51:12,182 - Train: 52.95% [662350/1251000] [529.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001378] [CE 4.744 (4.537)] [KD 4.762 (4.624)] 2024-10-14 13:51:19,819 - Train: 52.95% [662400/1251000] [529.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001378] [CE 4.794 (4.603)] [KD 4.854 (4.663)] 2024-10-14 13:51:27,805 - Train: 52.95% [662450/1251000] [529.5/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.001377] [CE 4.407 (4.499)] [KD 4.538 (4.595)] 2024-10-14 13:51:35,419 - Train: 52.96% [662500/1251000] [529.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001377] [CE 4.502 (4.545)] [KD 4.488 (4.605)] 2024-10-14 13:51:43,219 - Train: 52.96% [662550/1251000] [529.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001377] [CE 4.279 (4.514)] [KD 4.335 (4.620)] 2024-10-14 13:51:50,886 - Train: 52.97% [662600/1251000] [529.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001377] [CE 4.379 (4.506)] [KD 4.523 (4.623)] 2024-10-14 13:51:58,937 - Train: 52.97% [662650/1251000] [529.7/1000.0] [batch_t 0.164 (0.161)] [data_t 0.004] [optim_t 0.160] [lr 0.001377] [CE 4.408 (4.585)] [KD 4.361 (4.604)] 2024-10-14 13:52:06,705 - Train: 52.97% [662700/1251000] [529.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001376] [CE 4.706 (4.539)] [KD 4.674 (4.599)] 2024-10-14 13:52:14,492 - Train: 52.98% [662750/1251000] [529.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001376] [CE 4.681 (4.558)] [KD 4.625 (4.552)] 2024-10-14 13:52:22,095 - Train: 52.98% [662800/1251000] [529.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001376] [CE 4.863 (4.605)] [KD 4.750 (4.652)] 2024-10-14 13:52:29,972 - Train: 52.99% [662850/1251000] [529.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001376] [CE 5.122 (4.563)] [KD 5.028 (4.609)] 2024-10-14 13:52:37,808 - Train: 52.99% [662900/1251000] [529.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001376] [CE 4.177 (4.510)] [KD 4.603 (4.579)] 2024-10-14 13:52:45,670 - Train: 52.99% [662950/1251000] [529.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001376] [CE 4.386 (4.483)] [KD 4.629 (4.660)] 2024-10-14 13:52:53,285 - Train: 53.00% [663000/1251000] [530.0/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001375] [CE 4.625 (4.545)] [KD 4.672 (4.606)] 2024-10-14 13:53:03,548 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34172] [top5_cnt 44262] [top_all 50000] 2024-10-14 13:53:03,549 - net: 68.344 (88.524) 2024-10-14 13:53:09,446 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.101)] [top1_cnt 37021] [top5_cnt 45857] [top_all 50000] 2024-10-14 13:53:09,447 - net_E: 74.042 (91.714) 2024-10-14 13:53:09,585 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.074 (epoch: 523)] 2024-10-14 13:53:09,585 - ==> Total time: 23:50:52 Eta: 21:08:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:53:15,087 - Train: 53.00% [663050/1251000] [530.0/1000.0] [batch_t 0.151 (0.176)] [data_t 0.003] [optim_t 0.148] [lr 0.001375] [CE 4.125 (4.480)] [KD 4.103 (4.505)] 2024-10-14 13:53:22,887 - Train: 53.01% [663100/1251000] [530.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001375] [CE 4.631 (4.508)] [KD 5.003 (4.578)] 2024-10-14 13:53:30,439 - Train: 53.01% [663150/1251000] [530.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001375] [CE 4.434 (4.544)] [KD 4.603 (4.607)] 2024-10-14 13:53:38,144 - Train: 53.01% [663200/1251000] [530.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001375] [CE 4.686 (4.473)] [KD 4.784 (4.570)] 2024-10-14 13:53:45,913 - Train: 53.02% [663250/1251000] [530.2/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.001374] [CE 4.830 (4.493)] [KD 4.929 (4.592)] 2024-10-14 13:53:53,943 - Train: 53.02% [663300/1251000] [530.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001374] [CE 4.299 (4.569)] [KD 4.438 (4.620)] 2024-10-14 13:54:01,666 - Train: 53.03% [663350/1251000] [530.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001374] [CE 4.461 (4.451)] [KD 4.341 (4.552)] 2024-10-14 13:54:09,503 - Train: 53.03% [663400/1251000] [530.3/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.001374] [CE 4.696 (4.573)] [KD 4.827 (4.643)] 2024-10-14 13:54:17,298 - Train: 53.03% [663450/1251000] [530.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001374] [CE 4.391 (4.576)] [KD 4.517 (4.630)] 2024-10-14 13:54:25,059 - Train: 53.04% [663500/1251000] [530.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001374] [CE 4.658 (4.578)] [KD 4.637 (4.675)] 2024-10-14 13:54:32,890 - Train: 53.04% [663550/1251000] [530.4/1000.0] [batch_t 0.268 (0.157)] [data_t 0.005] [optim_t 0.264] [lr 0.001373] [CE 4.545 (4.563)] [KD 4.582 (4.576)] 2024-10-14 13:54:40,552 - Train: 53.05% [663600/1251000] [530.5/1000.0] [batch_t 0.165 (0.153)] [data_t 0.005] [optim_t 0.160] [lr 0.001373] [CE 4.715 (4.542)] [KD 4.778 (4.602)] 2024-10-14 13:54:48,487 - Train: 53.05% [663650/1251000] [530.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001373] [CE 4.473 (4.574)] [KD 4.504 (4.624)] 2024-10-14 13:54:56,361 - Train: 53.05% [663700/1251000] [530.5/1000.0] [batch_t 0.294 (0.157)] [data_t 0.004] [optim_t 0.290] [lr 0.001373] [CE 4.739 (4.506)] [KD 4.504 (4.609)] 2024-10-14 13:55:04,451 - Train: 53.06% [663750/1251000] [530.6/1000.0] [batch_t 0.154 (0.162)] [data_t 0.003] [optim_t 0.151] [lr 0.001373] [CE 4.635 (4.534)] [KD 4.872 (4.617)] 2024-10-14 13:55:12,309 - Train: 53.06% [663800/1251000] [530.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.001372] [CE 4.397 (4.460)] [KD 4.625 (4.552)] 2024-10-14 13:55:20,012 - Train: 53.07% [663850/1251000] [530.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001372] [CE 4.529 (4.530)] [KD 4.772 (4.640)] 2024-10-14 13:55:27,712 - Train: 53.07% [663900/1251000] [530.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001372] [CE 4.826 (4.464)] [KD 4.520 (4.561)] 2024-10-14 13:55:35,600 - Train: 53.07% [663950/1251000] [530.7/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.001372] [CE 4.817 (4.618)] [KD 4.756 (4.634)] 2024-10-14 13:55:43,236 - Train: 53.08% [664000/1251000] [530.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001372] [CE 4.536 (4.508)] [KD 4.570 (4.588)] 2024-10-14 13:55:50,937 - Train: 53.08% [664050/1251000] [530.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001371] [CE 4.706 (4.540)] [KD 4.406 (4.633)] 2024-10-14 13:55:58,745 - Train: 53.09% [664100/1251000] [530.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001371] [CE 4.475 (4.564)] [KD 4.635 (4.642)] 2024-10-14 13:56:06,633 - Train: 53.09% [664150/1251000] [530.9/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001371] [CE 4.280 (4.473)] [KD 4.566 (4.627)] 2024-10-14 13:56:14,418 - Train: 53.09% [664200/1251000] [530.9/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.001371] [CE 4.456 (4.522)] [KD 4.332 (4.637)] 2024-10-14 13:56:22,296 - Train: 53.10% [664250/1251000] [531.0/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.001371] [CE 4.664 (4.573)] [KD 4.739 (4.636)] 2024-10-14 13:56:32,965 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34537] [top5_cnt 44573] [top_all 50000] 2024-10-14 13:56:32,966 - net: 69.074 (89.146) 2024-10-14 13:56:39,008 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 37042] [top5_cnt 45874] [top_all 50000] 2024-10-14 13:56:39,008 - net_E: 74.084 (91.748) 2024-10-14 13:56:39,160 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.084 (epoch: 531)] 2024-10-14 13:56:39,160 - ==> Total time: 23:54:22 Eta: 21:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 13:56:50,646 - Train: 53.10% [664300/1251000] [531.0/1000.0] [batch_t 0.147 (0.176)] [data_t 0.004] [optim_t 0.143] [lr 0.001371] [CE 4.713 (4.535)] [KD 4.773 (4.609)] 2024-10-14 13:56:58,555 - Train: 53.11% [664350/1251000] [531.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001370] [CE 4.676 (4.538)] [KD 4.731 (4.575)] 2024-10-14 13:57:06,396 - Train: 53.11% [664400/1251000] [531.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001370] [CE 4.922 (4.626)] [KD 4.473 (4.585)] 2024-10-14 13:57:14,217 - Train: 53.11% [664450/1251000] [531.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.006] [optim_t 0.149] [lr 0.001370] [CE 4.532 (4.500)] [KD 4.482 (4.499)] 2024-10-14 13:57:21,974 - Train: 53.12% [664500/1251000] [531.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001370] [CE 4.139 (4.489)] [KD 4.394 (4.517)] 2024-10-14 13:57:29,776 - Train: 53.12% [664550/1251000] [531.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001370] [CE 4.783 (4.504)] [KD 4.611 (4.553)] 2024-10-14 13:57:37,526 - Train: 53.13% [664600/1251000] [531.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001369] [CE 4.354 (4.539)] [KD 4.499 (4.554)] 2024-10-14 13:57:45,478 - Train: 53.13% [664650/1251000] [531.3/1000.0] [batch_t 0.159 (0.159)] [data_t 0.003] [optim_t 0.156] [lr 0.001369] [CE 4.763 (4.517)] [KD 4.640 (4.586)] 2024-10-14 13:57:53,254 - Train: 53.13% [664700/1251000] [531.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001369] [CE 4.725 (4.491)] [KD 4.630 (4.581)] 2024-10-14 13:58:00,993 - Train: 53.14% [664750/1251000] [531.4/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.001369] [CE 4.819 (4.524)] [KD 4.897 (4.601)] 2024-10-14 13:58:08,744 - Train: 53.14% [664800/1251000] [531.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001369] [CE 4.225 (4.579)] [KD 4.597 (4.651)] 2024-10-14 13:58:16,330 - Train: 53.15% [664850/1251000] [531.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001368] [CE 4.714 (4.512)] [KD 4.619 (4.571)] 2024-10-14 13:58:23,933 - Train: 53.15% [664900/1251000] [531.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001368] [CE 4.491 (4.577)] [KD 4.673 (4.591)] 2024-10-14 13:58:31,660 - Train: 53.15% [664950/1251000] [531.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001368] [CE 4.452 (4.563)] [KD 4.553 (4.593)] 2024-10-14 13:58:39,722 - Train: 53.16% [665000/1251000] [531.6/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.001368] [CE 4.762 (4.441)] [KD 4.879 (4.541)] 2024-10-14 13:58:47,581 - Train: 53.16% [665050/1251000] [531.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001368] [CE 4.505 (4.513)] [KD 4.702 (4.564)] 2024-10-14 13:58:55,320 - Train: 53.17% [665100/1251000] [531.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001368] [CE 4.708 (4.541)] [KD 4.643 (4.604)] 2024-10-14 13:59:02,958 - Train: 53.17% [665150/1251000] [531.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001367] [CE 4.647 (4.549)] [KD 4.662 (4.638)] 2024-10-14 13:59:10,745 - Train: 53.17% [665200/1251000] [531.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.001367] [CE 4.402 (4.522)] [KD 4.442 (4.569)] 2024-10-14 13:59:18,511 - Train: 53.18% [665250/1251000] [531.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.001367] [CE 4.491 (4.530)] [KD 4.636 (4.599)] 2024-10-14 13:59:26,146 - Train: 53.18% [665300/1251000] [531.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001367] [CE 4.606 (4.507)] [KD 4.508 (4.575)] 2024-10-14 13:59:33,941 - Train: 53.19% [665350/1251000] [531.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001367] [CE 4.526 (4.522)] [KD 4.662 (4.601)] 2024-10-14 13:59:41,730 - Train: 53.19% [665400/1251000] [531.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001366] [CE 5.003 (4.551)] [KD 5.101 (4.661)] 2024-10-14 13:59:49,563 - Train: 53.19% [665450/1251000] [531.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001366] [CE 4.735 (4.503)] [KD 4.863 (4.656)] 2024-10-14 13:59:57,408 - Train: 53.20% [665500/1251000] [532.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.001366] [CE 4.580 (4.526)] [KD 4.824 (4.582)] 2024-10-14 14:00:08,259 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 33927] [top5_cnt 44087] [top_all 50000] 2024-10-14 14:00:08,260 - net: 67.854 (88.174) 2024-10-14 14:00:14,307 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 37051] [top5_cnt 45872] [top_all 50000] 2024-10-14 14:00:14,307 - net_E: 74.102 (91.744) 2024-10-14 14:00:14,530 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.102 (epoch: 532)] 2024-10-14 14:00:14,531 - ==> Total time: 23:57:57 Eta: 21:04:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:00:25,141 - Train: 53.20% [665550/1251000] [532.0/1000.0] [batch_t 0.149 (0.176)] [data_t 0.004] [optim_t 0.144] [lr 0.001366] [CE 4.422 (4.465)] [KD 4.463 (4.481)] 2024-10-14 14:00:32,868 - Train: 53.21% [665600/1251000] [532.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001366] [CE 4.386 (4.522)] [KD 4.452 (4.582)] 2024-10-14 14:00:40,565 - Train: 53.21% [665650/1251000] [532.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001366] [CE 4.222 (4.486)] [KD 4.843 (4.621)] 2024-10-14 14:00:48,307 - Train: 53.21% [665700/1251000] [532.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001365] [CE 4.929 (4.531)] [KD 4.832 (4.587)] 2024-10-14 14:00:55,996 - Train: 53.22% [665750/1251000] [532.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001365] [CE 4.249 (4.541)] [KD 4.515 (4.560)] 2024-10-14 14:01:03,919 - Train: 53.22% [665800/1251000] [532.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.001365] [CE 4.314 (4.495)] [KD 4.603 (4.541)] 2024-10-14 14:01:11,702 - Train: 53.23% [665850/1251000] [532.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001365] [CE 4.382 (4.459)] [KD 4.396 (4.504)] 2024-10-14 14:01:19,247 - Train: 53.23% [665900/1251000] [532.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001365] [CE 4.694 (4.544)] [KD 4.600 (4.577)] 2024-10-14 14:01:26,798 - Train: 53.23% [665950/1251000] [532.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001364] [CE 3.954 (4.429)] [KD 4.391 (4.526)] 2024-10-14 14:01:34,767 - Train: 53.24% [666000/1251000] [532.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.001364] [CE 3.753 (4.575)] [KD 4.264 (4.658)] 2024-10-14 14:01:42,678 - Train: 53.24% [666050/1251000] [532.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.001364] [CE 4.285 (4.471)] [KD 4.318 (4.602)] 2024-10-14 14:01:50,402 - Train: 53.25% [666100/1251000] [532.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001364] [CE 4.340 (4.552)] [KD 4.653 (4.659)] 2024-10-14 14:01:57,995 - Train: 53.25% [666150/1251000] [532.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001364] [CE 4.956 (4.557)] [KD 4.856 (4.611)] 2024-10-14 14:02:05,659 - Train: 53.25% [666200/1251000] [532.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001363] [CE 4.196 (4.531)] [KD 4.535 (4.656)] 2024-10-14 14:02:13,265 - Train: 53.26% [666250/1251000] [532.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001363] [CE 4.869 (4.545)] [KD 4.819 (4.605)] 2024-10-14 14:02:21,273 - Train: 53.26% [666300/1251000] [532.6/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.001363] [CE 4.346 (4.505)] [KD 4.369 (4.594)] 2024-10-14 14:02:29,113 - Train: 53.27% [666350/1251000] [532.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001363] [CE 4.041 (4.481)] [KD 4.331 (4.564)] 2024-10-14 14:02:36,898 - Train: 53.27% [666400/1251000] [532.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.001363] [CE 5.035 (4.563)] [KD 4.818 (4.623)] 2024-10-14 14:02:44,682 - Train: 53.27% [666450/1251000] [532.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001363] [CE 4.866 (4.536)] [KD 4.845 (4.618)] 2024-10-14 14:02:52,377 - Train: 53.28% [666500/1251000] [532.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001362] [CE 4.515 (4.510)] [KD 4.537 (4.619)] 2024-10-14 14:02:59,972 - Train: 53.28% [666550/1251000] [532.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001362] [CE 4.490 (4.487)] [KD 4.790 (4.605)] 2024-10-14 14:03:07,701 - Train: 53.29% [666600/1251000] [532.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001362] [CE 4.565 (4.529)] [KD 4.580 (4.555)] 2024-10-14 14:03:15,365 - Train: 53.29% [666650/1251000] [532.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001362] [CE 4.683 (4.461)] [KD 4.646 (4.576)] 2024-10-14 14:03:23,164 - Train: 53.29% [666700/1251000] [532.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001362] [CE 4.385 (4.496)] [KD 4.180 (4.578)] 2024-10-14 14:03:30,838 - Train: 53.30% [666750/1251000] [533.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001361] [CE 4.925 (4.555)] [KD 4.910 (4.645)] 2024-10-14 14:03:41,513 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34203] [top5_cnt 44191] [top_all 50000] 2024-10-14 14:03:41,513 - net: 68.406 (88.382) 2024-10-14 14:03:47,546 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37032] [top5_cnt 45879] [top_all 50000] 2024-10-14 14:03:47,547 - net_E: 74.064 (91.758) 2024-10-14 14:03:47,718 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.102 (epoch: 532)] 2024-10-14 14:03:47,718 - ==> Total time: 1 day, 0:01:30 Eta: 21:03:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:03:52,731 - Train: 53.30% [666800/1251000] [533.0/1000.0] [batch_t 0.152 (0.187)] [data_t 0.004] [optim_t 0.147] [lr 0.001361] [CE 5.094 (4.433)] [KD 4.969 (4.551)] 2024-10-14 14:04:00,613 - Train: 53.31% [666850/1251000] [533.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001361] [CE 4.251 (4.537)] [KD 4.420 (4.579)] 2024-10-14 14:04:08,483 - Train: 53.31% [666900/1251000] [533.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.001361] [CE 4.921 (4.527)] [KD 4.572 (4.517)] 2024-10-14 14:04:16,082 - Train: 53.31% [666950/1251000] [533.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001361] [CE 4.752 (4.535)] [KD 4.795 (4.564)] 2024-10-14 14:04:23,787 - Train: 53.32% [667000/1251000] [533.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001361] [CE 5.221 (4.567)] [KD 4.954 (4.549)] 2024-10-14 14:04:31,432 - Train: 53.32% [667050/1251000] [533.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001360] [CE 4.848 (4.540)] [KD 4.527 (4.571)] 2024-10-14 14:04:39,128 - Train: 53.33% [667100/1251000] [533.3/1000.0] [batch_t 0.159 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.001360] [CE 4.571 (4.501)] [KD 4.740 (4.535)] 2024-10-14 14:04:46,821 - Train: 53.33% [667150/1251000] [533.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001360] [CE 4.516 (4.450)] [KD 4.402 (4.520)] 2024-10-14 14:04:54,516 - Train: 53.33% [667200/1251000] [533.3/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.001360] [CE 4.642 (4.570)] [KD 4.403 (4.545)] 2024-10-14 14:05:02,395 - Train: 53.34% [667250/1251000] [533.4/1000.0] [batch_t 0.159 (0.157)] [data_t 0.004] [optim_t 0.155] [lr 0.001360] [CE 4.658 (4.490)] [KD 4.770 (4.509)] 2024-10-14 14:05:10,094 - Train: 53.34% [667300/1251000] [533.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001359] [CE 4.719 (4.557)] [KD 4.850 (4.615)] 2024-10-14 14:05:17,941 - Train: 53.35% [667350/1251000] [533.5/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.001359] [CE 4.161 (4.490)] [KD 4.477 (4.543)] 2024-10-14 14:05:25,675 - Train: 53.35% [667400/1251000] [533.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001359] [CE 4.286 (4.493)] [KD 4.450 (4.606)] 2024-10-14 14:05:33,325 - Train: 53.35% [667450/1251000] [533.5/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.155] [lr 0.001359] [CE 4.592 (4.481)] [KD 4.561 (4.549)] 2024-10-14 14:05:41,013 - Train: 53.36% [667500/1251000] [533.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001359] [CE 4.634 (4.550)] [KD 4.603 (4.590)] 2024-10-14 14:05:48,726 - Train: 53.36% [667550/1251000] [533.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001358] [CE 4.636 (4.577)] [KD 4.577 (4.613)] 2024-10-14 14:05:56,666 - Train: 53.37% [667600/1251000] [533.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.001358] [CE 4.242 (4.536)] [KD 4.463 (4.591)] 2024-10-14 14:06:04,341 - Train: 53.37% [667650/1251000] [533.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001358] [CE 4.328 (4.500)] [KD 4.372 (4.512)] 2024-10-14 14:06:12,273 - Train: 53.37% [667700/1251000] [533.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.001358] [CE 4.628 (4.549)] [KD 4.450 (4.561)] 2024-10-14 14:06:20,137 - Train: 53.38% [667750/1251000] [533.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001358] [CE 4.215 (4.481)] [KD 4.213 (4.527)] 2024-10-14 14:06:27,778 - Train: 53.38% [667800/1251000] [533.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001358] [CE 5.074 (4.501)] [KD 4.772 (4.581)] 2024-10-14 14:06:35,392 - Train: 53.39% [667850/1251000] [533.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001357] [CE 4.843 (4.567)] [KD 4.548 (4.588)] 2024-10-14 14:06:43,210 - Train: 53.39% [667900/1251000] [533.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.001357] [CE 4.155 (4.548)] [KD 4.499 (4.624)] 2024-10-14 14:06:51,034 - Train: 53.39% [667950/1251000] [533.9/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.001357] [CE 4.640 (4.504)] [KD 4.541 (4.624)] 2024-10-14 14:06:58,794 - Train: 53.40% [668000/1251000] [534.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001357] [CE 4.740 (4.529)] [KD 4.635 (4.598)] 2024-10-14 14:07:10,193 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 34357] [top5_cnt 44392] [top_all 50000] 2024-10-14 14:07:10,194 - net: 68.714 (88.784) 2024-10-14 14:07:16,165 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37036] [top5_cnt 45882] [top_all 50000] 2024-10-14 14:07:16,165 - net_E: 74.072 (91.764) 2024-10-14 14:07:16,372 - Max [top1: 69.252 (epoch: 512)] [top1-ema: 74.102 (epoch: 532)] 2024-10-14 14:07:16,372 - ==> Total time: 1 day, 0:04:59 Eta: 21:00:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:07:21,075 - Train: 53.40% [668050/1251000] [534.0/1000.0] [batch_t 0.150 (0.176)] [data_t 0.005] [optim_t 0.146] [lr 0.001357] [CE 4.203 (4.633)] [KD 4.178 (4.635)] 2024-10-14 14:07:28,711 - Train: 53.41% [668100/1251000] [534.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001356] [CE 4.334 (4.488)] [KD 4.576 (4.500)] 2024-10-14 14:07:36,414 - Train: 53.41% [668150/1251000] [534.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001356] [CE 4.610 (4.523)] [KD 4.552 (4.549)] 2024-10-14 14:07:44,103 - Train: 53.41% [668200/1251000] [534.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001356] [CE 4.760 (4.526)] [KD 4.681 (4.499)] 2024-10-14 14:07:51,776 - Train: 53.42% [668250/1251000] [534.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001356] [CE 5.045 (4.504)] [KD 4.852 (4.528)] 2024-10-14 14:07:59,394 - Train: 53.42% [668300/1251000] [534.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001356] [CE 4.490 (4.611)] [KD 4.474 (4.629)] 2024-10-14 14:08:07,280 - Train: 53.43% [668350/1251000] [534.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001356] [CE 4.592 (4.516)] [KD 4.813 (4.602)] 2024-10-14 14:08:15,016 - Train: 53.43% [668400/1251000] [534.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001355] [CE 4.847 (4.504)] [KD 4.647 (4.575)] 2024-10-14 14:08:22,903 - Train: 53.43% [668450/1251000] [534.3/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.001355] [CE 4.914 (4.540)] [KD 4.851 (4.525)] 2024-10-14 14:08:30,681 - Train: 53.44% [668500/1251000] [534.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001355] [CE 3.745 (4.531)] [KD 4.124 (4.541)] 2024-10-14 14:08:38,255 - Train: 53.44% [668550/1251000] [534.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001355] [CE 4.613 (4.455)] [KD 4.682 (4.510)] 2024-10-14 14:08:45,825 - Train: 53.45% [668600/1251000] [534.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001355] [CE 5.050 (4.537)] [KD 4.759 (4.584)] 2024-10-14 14:08:53,756 - Train: 53.45% [668650/1251000] [534.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.001354] [CE 4.719 (4.511)] [KD 4.690 (4.543)] 2024-10-14 14:09:01,426 - Train: 53.45% [668700/1251000] [534.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001354] [CE 4.887 (4.501)] [KD 4.778 (4.597)] 2024-10-14 14:09:09,057 - Train: 53.46% [668750/1251000] [534.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001354] [CE 4.809 (4.481)] [KD 4.935 (4.548)] 2024-10-14 14:09:16,886 - Train: 53.46% [668800/1251000] [534.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001354] [CE 4.428 (4.535)] [KD 4.557 (4.566)] 2024-10-14 14:09:24,569 - Train: 53.47% [668850/1251000] [534.7/1000.0] [batch_t 0.279 (0.154)] [data_t 0.005] [optim_t 0.274] [lr 0.001354] [CE 4.557 (4.439)] [KD 4.540 (4.544)] 2024-10-14 14:09:32,365 - Train: 53.47% [668900/1251000] [534.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001353] [CE 4.132 (4.494)] [KD 4.136 (4.551)] 2024-10-14 14:09:39,935 - Train: 53.47% [668950/1251000] [534.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001353] [CE 4.633 (4.516)] [KD 4.883 (4.595)] 2024-10-14 14:09:47,611 - Train: 53.48% [669000/1251000] [534.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001353] [CE 4.303 (4.578)] [KD 4.517 (4.647)] 2024-10-14 14:09:55,499 - Train: 53.48% [669050/1251000] [534.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001353] [CE 4.307 (4.569)] [KD 4.386 (4.659)] 2024-10-14 14:10:03,116 - Train: 53.49% [669100/1251000] [534.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001353] [CE 4.125 (4.511)] [KD 4.439 (4.560)] 2024-10-14 14:10:10,727 - Train: 53.49% [669150/1251000] [534.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001353] [CE 4.363 (4.502)] [KD 4.282 (4.592)] 2024-10-14 14:10:18,511 - Train: 53.49% [669200/1251000] [534.9/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.001352] [CE 4.702 (4.502)] [KD 4.765 (4.537)] 2024-10-14 14:10:26,366 - Train: 53.50% [669250/1251000] [535.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001352] [CE 4.032 (4.508)] [KD 4.308 (4.548)] 2024-10-14 14:10:37,534 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34670] [top5_cnt 44521] [top_all 50000] 2024-10-14 14:10:37,535 - net: 69.340 (89.042) 2024-10-14 14:10:43,416 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37055] [top5_cnt 45871] [top_all 50000] 2024-10-14 14:10:43,417 - net_E: 74.110 (91.742) 2024-10-14 14:10:43,586 - Max [top1: 69.340 (epoch: 535)] [top1-ema: 74.110 (epoch: 535)] 2024-10-14 14:10:43,586 - ==> Total time: 1 day, 0:08:26 Eta: 20:58:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:10:54,703 - Train: 53.50% [669300/1251000] [535.0/1000.0] [batch_t 0.149 (0.187)] [data_t 0.003] [optim_t 0.146] [lr 0.001352] [CE 4.384 (4.661)] [KD 4.544 (4.602)] 2024-10-14 14:11:02,377 - Train: 53.51% [669350/1251000] [535.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001352] [CE 4.308 (4.460)] [KD 4.484 (4.477)] 2024-10-14 14:11:09,994 - Train: 53.51% [669400/1251000] [535.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001352] [CE 4.417 (4.499)] [KD 4.563 (4.490)] 2024-10-14 14:11:17,767 - Train: 53.51% [669450/1251000] [535.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.001351] [CE 4.885 (4.553)] [KD 4.965 (4.546)] 2024-10-14 14:11:25,504 - Train: 53.52% [669500/1251000] [535.2/1000.0] [batch_t 0.277 (0.155)] [data_t 0.004] [optim_t 0.273] [lr 0.001351] [CE 4.563 (4.445)] [KD 4.483 (4.467)] 2024-10-14 14:11:33,219 - Train: 53.52% [669550/1251000] [535.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001351] [CE 4.289 (4.499)] [KD 4.558 (4.533)] 2024-10-14 14:11:41,104 - Train: 53.53% [669600/1251000] [535.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001351] [CE 4.232 (4.540)] [KD 4.438 (4.545)] 2024-10-14 14:11:49,018 - Train: 53.53% [669650/1251000] [535.3/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.001351] [CE 4.645 (4.504)] [KD 4.425 (4.573)] 2024-10-14 14:11:56,736 - Train: 53.53% [669700/1251000] [535.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001351] [CE 5.059 (4.600)] [KD 5.049 (4.563)] 2024-10-14 14:12:04,322 - Train: 53.54% [669750/1251000] [535.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.001350] [CE 4.291 (4.451)] [KD 4.267 (4.512)] 2024-10-14 14:12:12,039 - Train: 53.54% [669800/1251000] [535.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001350] [CE 4.372 (4.532)] [KD 4.454 (4.587)] 2024-10-14 14:12:19,793 - Train: 53.55% [669850/1251000] [535.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001350] [CE 4.610 (4.571)] [KD 4.672 (4.651)] 2024-10-14 14:12:27,536 - Train: 53.55% [669900/1251000] [535.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001350] [CE 4.385 (4.569)] [KD 4.436 (4.617)] 2024-10-14 14:12:35,356 - Train: 53.55% [669950/1251000] [535.5/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.001350] [CE 4.941 (4.498)] [KD 4.907 (4.585)] 2024-10-14 14:12:43,025 - Train: 53.56% [670000/1251000] [535.6/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.159] [lr 0.001349] [CE 4.751 (4.492)] [KD 4.807 (4.579)] 2024-10-14 14:12:50,839 - Train: 53.56% [670050/1251000] [535.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.001349] [CE 4.795 (4.556)] [KD 4.665 (4.648)] 2024-10-14 14:12:58,913 - Train: 53.57% [670100/1251000] [535.7/1000.0] [batch_t 0.152 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.001349] [CE 4.458 (4.471)] [KD 4.667 (4.595)] 2024-10-14 14:13:06,606 - Train: 53.57% [670150/1251000] [535.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001349] [CE 4.108 (4.576)] [KD 4.546 (4.616)] 2024-10-14 14:13:14,178 - Train: 53.57% [670200/1251000] [535.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001349] [CE 4.846 (4.449)] [KD 4.731 (4.515)] 2024-10-14 14:13:21,722 - Train: 53.58% [670250/1251000] [535.8/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001348] [CE 4.356 (4.447)] [KD 4.379 (4.557)] 2024-10-14 14:13:29,401 - Train: 53.58% [670300/1251000] [535.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001348] [CE 4.114 (4.438)] [KD 4.372 (4.556)] 2024-10-14 14:13:37,073 - Train: 53.59% [670350/1251000] [535.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001348] [CE 4.454 (4.489)] [KD 4.446 (4.562)] 2024-10-14 14:13:44,723 - Train: 53.59% [670400/1251000] [535.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001348] [CE 4.371 (4.545)] [KD 4.694 (4.685)] 2024-10-14 14:13:52,577 - Train: 53.59% [670450/1251000] [535.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001348] [CE 4.552 (4.555)] [KD 4.514 (4.580)] 2024-10-14 14:14:00,428 - Train: 53.60% [670500/1251000] [536.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001348] [CE 4.472 (4.471)] [KD 4.549 (4.548)] 2024-10-14 14:14:11,927 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34312] [top5_cnt 44291] [top_all 50000] 2024-10-14 14:14:11,927 - net: 68.624 (88.582) 2024-10-14 14:14:17,899 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37047] [top5_cnt 45860] [top_all 50000] 2024-10-14 14:14:17,899 - net_E: 74.094 (91.720) 2024-10-14 14:14:18,086 - Max [top1: 69.340 (epoch: 535)] [top1-ema: 74.110 (epoch: 535)] 2024-10-14 14:14:18,086 - ==> Total time: 1 day, 0:12:01 Eta: 20:56:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:14:22,447 - Train: 53.60% [670550/1251000] [536.0/1000.0] [batch_t 0.163 (0.186)] [data_t 0.005] [optim_t 0.158] [lr 0.001347] [CE 4.442 (4.448)] [KD 4.330 (4.502)] 2024-10-14 14:14:30,066 - Train: 53.61% [670600/1251000] [536.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001347] [CE 4.592 (4.514)] [KD 4.452 (4.547)] 2024-10-14 14:14:37,685 - Train: 53.61% [670650/1251000] [536.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001347] [CE 4.246 (4.556)] [KD 4.184 (4.585)] 2024-10-14 14:14:45,534 - Train: 53.61% [670700/1251000] [536.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001347] [CE 4.998 (4.462)] [KD 5.262 (4.522)] 2024-10-14 14:14:53,213 - Train: 53.62% [670750/1251000] [536.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001347] [CE 4.609 (4.566)] [KD 4.752 (4.622)] 2024-10-14 14:15:01,133 - Train: 53.62% [670800/1251000] [536.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001346] [CE 4.364 (4.521)] [KD 4.560 (4.567)] 2024-10-14 14:15:08,803 - Train: 53.63% [670850/1251000] [536.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001346] [CE 4.863 (4.515)] [KD 4.698 (4.543)] 2024-10-14 14:15:16,797 - Train: 53.63% [670900/1251000] [536.3/1000.0] [batch_t 0.160 (0.160)] [data_t 0.004] [optim_t 0.156] [lr 0.001346] [CE 4.435 (4.509)] [KD 4.472 (4.558)] 2024-10-14 14:15:24,534 - Train: 53.63% [670950/1251000] [536.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001346] [CE 4.922 (4.561)] [KD 4.829 (4.586)] 2024-10-14 14:15:32,118 - Train: 53.64% [671000/1251000] [536.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001346] [CE 4.853 (4.432)] [KD 4.868 (4.582)] 2024-10-14 14:15:39,835 - Train: 53.64% [671050/1251000] [536.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001346] [CE 4.895 (4.525)] [KD 4.899 (4.572)] 2024-10-14 14:15:47,548 - Train: 53.65% [671100/1251000] [536.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001345] [CE 4.893 (4.543)] [KD 4.867 (4.602)] 2024-10-14 14:15:55,514 - Train: 53.65% [671150/1251000] [536.5/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.001345] [CE 4.469 (4.503)] [KD 4.680 (4.564)] 2024-10-14 14:16:03,144 - Train: 53.65% [671200/1251000] [536.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001345] [CE 4.714 (4.530)] [KD 4.793 (4.598)] 2024-10-14 14:16:10,811 - Train: 53.66% [671250/1251000] [536.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001345] [CE 4.507 (4.551)] [KD 4.557 (4.627)] 2024-10-14 14:16:18,552 - Train: 53.66% [671300/1251000] [536.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001345] [CE 4.646 (4.437)] [KD 4.603 (4.579)] 2024-10-14 14:16:26,436 - Train: 53.67% [671350/1251000] [536.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001344] [CE 4.732 (4.543)] [KD 4.448 (4.584)] 2024-10-14 14:16:34,156 - Train: 53.67% [671400/1251000] [536.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001344] [CE 4.038 (4.534)] [KD 4.452 (4.591)] 2024-10-14 14:16:41,727 - Train: 53.67% [671450/1251000] [536.7/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.001344] [CE 4.932 (4.536)] [KD 4.644 (4.547)] 2024-10-14 14:16:49,425 - Train: 53.68% [671500/1251000] [536.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001344] [CE 4.190 (4.492)] [KD 4.417 (4.546)] 2024-10-14 14:16:57,278 - Train: 53.68% [671550/1251000] [536.8/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.001344] [CE 4.465 (4.508)] [KD 4.706 (4.621)] 2024-10-14 14:17:05,038 - Train: 53.69% [671600/1251000] [536.9/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.001343] [CE 4.372 (4.557)] [KD 4.504 (4.622)] 2024-10-14 14:17:12,614 - Train: 53.69% [671650/1251000] [536.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001343] [CE 4.580 (4.509)] [KD 4.819 (4.622)] 2024-10-14 14:17:20,252 - Train: 53.69% [671700/1251000] [536.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001343] [CE 4.673 (4.546)] [KD 4.580 (4.590)] 2024-10-14 14:17:28,405 - Train: 53.70% [671750/1251000] [537.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.005] [optim_t 0.147] [lr 0.001343] [CE 4.552 (4.555)] [KD 4.481 (4.634)] 2024-10-14 14:17:39,860 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34161] [top5_cnt 44295] [top_all 50000] 2024-10-14 14:17:39,861 - net: 68.322 (88.590) 2024-10-14 14:17:45,688 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37044] [top5_cnt 45863] [top_all 50000] 2024-10-14 14:17:45,688 - net_E: 74.088 (91.726) 2024-10-14 14:17:45,862 - Max [top1: 69.340 (epoch: 535)] [top1-ema: 74.110 (epoch: 535)] 2024-10-14 14:17:45,862 - ==> Total time: 1 day, 0:15:29 Eta: 20:54:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:17:50,516 - Train: 53.70% [671800/1251000] [537.0/1000.0] [batch_t 0.151 (0.185)] [data_t 0.005] [optim_t 0.147] [lr 0.001343] [CE 5.180 (4.468)] [KD 4.920 (4.545)] 2024-10-14 14:17:58,083 - Train: 53.71% [671850/1251000] [537.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001343] [CE 4.416 (4.543)] [KD 4.467 (4.583)] 2024-10-14 14:18:05,899 - Train: 53.71% [671900/1251000] [537.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001342] [CE 4.483 (4.484)] [KD 4.624 (4.520)] 2024-10-14 14:18:13,905 - Train: 53.71% [671950/1251000] [537.1/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.001342] [CE 4.703 (4.531)] [KD 4.437 (4.478)] 2024-10-14 14:18:21,459 - Train: 53.72% [672000/1251000] [537.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001342] [CE 4.563 (4.415)] [KD 4.535 (4.419)] 2024-10-14 14:18:29,174 - Train: 53.72% [672050/1251000] [537.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001342] [CE 4.281 (4.507)] [KD 4.486 (4.562)] 2024-10-14 14:18:36,788 - Train: 53.73% [672100/1251000] [537.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001342] [CE 4.579 (4.492)] [KD 4.543 (4.542)] 2024-10-14 14:18:44,491 - Train: 53.73% [672150/1251000] [537.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001341] [CE 4.919 (4.548)] [KD 4.774 (4.602)] 2024-10-14 14:18:52,507 - Train: 53.73% [672200/1251000] [537.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.001341] [CE 4.282 (4.503)] [KD 4.583 (4.565)] 2024-10-14 14:19:00,205 - Train: 53.74% [672250/1251000] [537.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001341] [CE 4.011 (4.522)] [KD 4.483 (4.583)] 2024-10-14 14:19:08,112 - Train: 53.74% [672300/1251000] [537.4/1000.0] [batch_t 0.276 (0.158)] [data_t 0.003] [optim_t 0.273] [lr 0.001341] [CE 4.310 (4.500)] [KD 4.261 (4.636)] 2024-10-14 14:19:15,719 - Train: 53.75% [672350/1251000] [537.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001341] [CE 4.594 (4.545)] [KD 4.809 (4.639)] 2024-10-14 14:19:23,441 - Train: 53.75% [672400/1251000] [537.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.001341] [CE 3.891 (4.520)] [KD 4.547 (4.596)] 2024-10-14 14:19:31,004 - Train: 53.75% [672450/1251000] [537.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.001340] [CE 4.578 (4.564)] [KD 4.453 (4.597)] 2024-10-14 14:19:38,696 - Train: 53.76% [672500/1251000] [537.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001340] [CE 4.407 (4.450)] [KD 4.502 (4.479)] 2024-10-14 14:19:46,393 - Train: 53.76% [672550/1251000] [537.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001340] [CE 4.300 (4.566)] [KD 4.331 (4.670)] 2024-10-14 14:19:54,344 - Train: 53.76% [672600/1251000] [537.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.001340] [CE 4.933 (4.559)] [KD 4.700 (4.565)] 2024-10-14 14:20:01,901 - Train: 53.77% [672650/1251000] [537.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001340] [CE 4.756 (4.481)] [KD 4.965 (4.638)] 2024-10-14 14:20:09,625 - Train: 53.77% [672700/1251000] [537.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.001339] [CE 4.260 (4.541)] [KD 4.610 (4.670)] 2024-10-14 14:20:17,352 - Train: 53.78% [672750/1251000] [537.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001339] [CE 4.949 (4.542)] [KD 4.964 (4.619)] 2024-10-14 14:20:25,142 - Train: 53.78% [672800/1251000] [537.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001339] [CE 4.416 (4.534)] [KD 4.680 (4.659)] 2024-10-14 14:20:32,691 - Train: 53.78% [672850/1251000] [537.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001339] [CE 4.454 (4.538)] [KD 4.589 (4.617)] 2024-10-14 14:20:40,346 - Train: 53.79% [672900/1251000] [537.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001339] [CE 4.712 (4.497)] [KD 4.712 (4.638)] 2024-10-14 14:20:47,910 - Train: 53.79% [672950/1251000] [537.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001338] [CE 4.176 (4.556)] [KD 4.350 (4.639)] 2024-10-14 14:20:55,614 - Train: 53.80% [673000/1251000] [538.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001338] [CE 4.000 (4.498)] [KD 4.067 (4.558)] 2024-10-14 14:21:07,439 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 34436] [top5_cnt 44350] [top_all 50000] 2024-10-14 14:21:07,439 - net: 68.872 (88.700) 2024-10-14 14:21:13,365 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37049] [top5_cnt 45859] [top_all 50000] 2024-10-14 14:21:13,365 - net_E: 74.098 (91.718) 2024-10-14 14:21:13,530 - Max [top1: 69.340 (epoch: 535)] [top1-ema: 74.110 (epoch: 535)] 2024-10-14 14:21:13,531 - ==> Total time: 1 day, 0:18:56 Eta: 20:52:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:21:17,881 - Train: 53.80% [673050/1251000] [538.0/1000.0] [batch_t 0.147 (0.205)] [data_t 0.004] [optim_t 0.142] [lr 0.001338] [CE 4.290 (4.495)] [KD 4.179 (4.499)] 2024-10-14 14:21:25,669 - Train: 53.80% [673100/1251000] [538.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001338] [CE 4.468 (4.475)] [KD 4.412 (4.514)] 2024-10-14 14:21:33,314 - Train: 53.81% [673150/1251000] [538.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001338] [CE 4.493 (4.447)] [KD 4.514 (4.531)] 2024-10-14 14:21:40,891 - Train: 53.81% [673200/1251000] [538.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.001338] [CE 4.675 (4.557)] [KD 4.769 (4.591)] 2024-10-14 14:21:48,652 - Train: 53.82% [673250/1251000] [538.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001337] [CE 4.598 (4.487)] [KD 4.673 (4.571)] 2024-10-14 14:21:56,363 - Train: 53.82% [673300/1251000] [538.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001337] [CE 4.497 (4.555)] [KD 4.585 (4.585)] 2024-10-14 14:22:04,123 - Train: 53.82% [673350/1251000] [538.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001337] [CE 4.627 (4.543)] [KD 4.680 (4.529)] 2024-10-14 14:22:11,919 - Train: 53.83% [673400/1251000] [538.3/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.001337] [CE 4.235 (4.514)] [KD 4.276 (4.539)] 2024-10-14 14:22:19,757 - Train: 53.83% [673450/1251000] [538.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001337] [CE 4.583 (4.437)] [KD 4.663 (4.478)] 2024-10-14 14:22:27,463 - Train: 53.84% [673500/1251000] [538.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001336] [CE 4.380 (4.518)] [KD 4.511 (4.598)] 2024-10-14 14:22:35,027 - Train: 53.84% [673550/1251000] [538.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001336] [CE 4.261 (4.525)] [KD 4.335 (4.571)] 2024-10-14 14:22:42,803 - Train: 53.84% [673600/1251000] [538.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001336] [CE 4.591 (4.470)] [KD 4.703 (4.648)] 2024-10-14 14:22:50,564 - Train: 53.85% [673650/1251000] [538.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001336] [CE 4.413 (4.466)] [KD 4.834 (4.562)] 2024-10-14 14:22:58,206 - Train: 53.85% [673700/1251000] [538.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001336] [CE 4.199 (4.521)] [KD 4.429 (4.605)] 2024-10-14 14:23:05,881 - Train: 53.86% [673750/1251000] [538.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001336] [CE 3.765 (4.499)] [KD 4.125 (4.525)] 2024-10-14 14:23:13,523 - Train: 53.86% [673800/1251000] [538.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001335] [CE 5.019 (4.485)] [KD 4.628 (4.585)] 2024-10-14 14:23:21,199 - Train: 53.86% [673850/1251000] [538.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.001335] [CE 3.897 (4.521)] [KD 4.033 (4.570)] 2024-10-14 14:23:29,316 - Train: 53.87% [673900/1251000] [538.7/1000.0] [batch_t 0.150 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.001335] [CE 4.621 (4.535)] [KD 4.536 (4.562)] 2024-10-14 14:23:37,035 - Train: 53.87% [673950/1251000] [538.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001335] [CE 4.827 (4.470)] [KD 4.779 (4.582)] 2024-10-14 14:23:44,718 - Train: 53.88% [674000/1251000] [538.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001335] [CE 4.920 (4.504)] [KD 4.650 (4.552)] 2024-10-14 14:23:52,262 - Train: 53.88% [674050/1251000] [538.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001334] [CE 4.651 (4.551)] [KD 4.636 (4.584)] 2024-10-14 14:23:59,935 - Train: 53.88% [674100/1251000] [538.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001334] [CE 4.241 (4.564)] [KD 4.245 (4.591)] 2024-10-14 14:24:07,678 - Train: 53.89% [674150/1251000] [538.9/1000.0] [batch_t 0.163 (0.155)] [data_t 0.004] [optim_t 0.159] [lr 0.001334] [CE 4.625 (4.531)] [KD 4.744 (4.541)] 2024-10-14 14:24:15,256 - Train: 53.89% [674200/1251000] [538.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001334] [CE 3.977 (4.488)] [KD 4.199 (4.545)] 2024-10-14 14:24:22,960 - Train: 53.90% [674250/1251000] [539.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001334] [CE 4.156 (4.483)] [KD 4.519 (4.556)] 2024-10-14 14:24:34,638 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 34498] [top5_cnt 44487] [top_all 50000] 2024-10-14 14:24:34,639 - net: 68.996 (88.974) 2024-10-14 14:24:40,483 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37081] [top5_cnt 45872] [top_all 50000] 2024-10-14 14:24:40,483 - net_E: 74.162 (91.744) 2024-10-14 14:24:40,656 - Max [top1: 69.340 (epoch: 535)] [top1-ema: 74.162 (epoch: 539)] 2024-10-14 14:24:40,656 - ==> Total time: 1 day, 0:22:23 Eta: 20:50:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:24:50,248 - Train: 53.90% [674300/1251000] [539.0/1000.0] [batch_t 0.153 (0.205)] [data_t 0.004] [optim_t 0.149] [lr 0.001333] [CE 4.224 (4.525)] [KD 4.413 (4.451)] 2024-10-14 14:24:57,916 - Train: 53.90% [674350/1251000] [539.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001333] [CE 4.691 (4.533)] [KD 4.433 (4.506)] 2024-10-14 14:25:05,517 - Train: 53.91% [674400/1251000] [539.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001333] [CE 4.050 (4.455)] [KD 4.283 (4.458)] 2024-10-14 14:25:13,234 - Train: 53.91% [674450/1251000] [539.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001333] [CE 4.616 (4.500)] [KD 4.570 (4.504)] 2024-10-14 14:25:20,936 - Train: 53.92% [674500/1251000] [539.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001333] [CE 4.490 (4.477)] [KD 4.295 (4.520)] 2024-10-14 14:25:28,554 - Train: 53.92% [674550/1251000] [539.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001333] [CE 4.692 (4.455)] [KD 4.648 (4.522)] 2024-10-14 14:25:36,268 - Train: 53.92% [674600/1251000] [539.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001332] [CE 4.924 (4.524)] [KD 4.299 (4.491)] 2024-10-14 14:25:43,895 - Train: 53.93% [674650/1251000] [539.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001332] [CE 4.272 (4.463)] [KD 4.149 (4.466)] 2024-10-14 14:25:52,042 - Train: 53.93% [674700/1251000] [539.3/1000.0] [batch_t 0.154 (0.163)] [data_t 0.003] [optim_t 0.151] [lr 0.001332] [CE 4.559 (4.543)] [KD 4.402 (4.551)] 2024-10-14 14:25:59,910 - Train: 53.94% [674750/1251000] [539.4/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.001332] [CE 4.758 (4.536)] [KD 4.483 (4.572)] 2024-10-14 14:26:07,578 - Train: 53.94% [674800/1251000] [539.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001332] [CE 4.636 (4.542)] [KD 4.395 (4.625)] 2024-10-14 14:26:15,152 - Train: 53.94% [674850/1251000] [539.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001331] [CE 4.430 (4.447)] [KD 4.370 (4.522)] 2024-10-14 14:26:22,830 - Train: 53.95% [674900/1251000] [539.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001331] [CE 4.469 (4.581)] [KD 4.296 (4.620)] 2024-10-14 14:26:30,400 - Train: 53.95% [674950/1251000] [539.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001331] [CE 4.664 (4.540)] [KD 4.527 (4.555)] 2024-10-14 14:26:38,029 - Train: 53.96% [675000/1251000] [539.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.001331] [CE 4.325 (4.555)] [KD 4.444 (4.512)] 2024-10-14 14:26:45,627 - Train: 53.96% [675050/1251000] [539.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001331] [CE 4.691 (4.481)] [KD 4.395 (4.517)] 2024-10-14 14:26:53,293 - Train: 53.96% [675100/1251000] [539.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001331] [CE 3.960 (4.490)] [KD 4.098 (4.527)] 2024-10-14 14:27:01,183 - Train: 53.97% [675150/1251000] [539.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001330] [CE 4.810 (4.519)] [KD 4.540 (4.515)] 2024-10-14 14:27:08,936 - Train: 53.97% [675200/1251000] [539.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001330] [CE 4.649 (4.533)] [KD 4.492 (4.554)] 2024-10-14 14:27:16,561 - Train: 53.98% [675250/1251000] [539.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001330] [CE 4.398 (4.474)] [KD 4.451 (4.514)] 2024-10-14 14:27:24,466 - Train: 53.98% [675300/1251000] [539.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001330] [CE 4.466 (4.473)] [KD 4.268 (4.481)] 2024-10-14 14:27:32,057 - Train: 53.98% [675350/1251000] [539.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001330] [CE 4.222 (4.515)] [KD 4.650 (4.573)] 2024-10-14 14:27:39,646 - Train: 53.99% [675400/1251000] [539.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001329] [CE 4.413 (4.585)] [KD 4.758 (4.630)] 2024-10-14 14:27:47,420 - Train: 53.99% [675450/1251000] [539.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001329] [CE 4.306 (4.446)] [KD 4.335 (4.531)] 2024-10-14 14:27:55,172 - Train: 54.00% [675500/1251000] [540.0/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.001329] [CE 5.071 (4.521)] [KD 4.967 (4.562)] 2024-10-14 14:28:07,094 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 34746] [top5_cnt 44596] [top_all 50000] 2024-10-14 14:28:07,095 - net: 69.492 (89.192) 2024-10-14 14:28:12,884 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37110] [top5_cnt 45886] [top_all 50000] 2024-10-14 14:28:12,884 - net_E: 74.220 (91.772) 2024-10-14 14:28:13,034 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.220 (epoch: 540)] 2024-10-14 14:28:13,035 - ==> Total time: 1 day, 0:25:56 Eta: 20:48:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:28:25,396 - Train: 54.00% [675550/1251000] [540.0/1000.0] [batch_t 0.150 (0.211)] [data_t 0.006] [optim_t 0.144] [lr 0.001329] [CE 4.325 (4.558)] [KD 4.617 (4.614)] 2024-10-14 14:28:33,112 - Train: 54.00% [675600/1251000] [540.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001329] [CE 4.358 (4.492)] [KD 4.351 (4.534)] 2024-10-14 14:28:40,675 - Train: 54.01% [675650/1251000] [540.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001328] [CE 4.060 (4.547)] [KD 4.106 (4.570)] 2024-10-14 14:28:48,244 - Train: 54.01% [675700/1251000] [540.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001328] [CE 4.776 (4.570)] [KD 4.589 (4.607)] 2024-10-14 14:28:55,795 - Train: 54.02% [675750/1251000] [540.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001328] [CE 4.032 (4.394)] [KD 4.043 (4.514)] 2024-10-14 14:29:03,647 - Train: 54.02% [675800/1251000] [540.2/1000.0] [batch_t 0.161 (0.157)] [data_t 0.004] [optim_t 0.157] [lr 0.001328] [CE 4.756 (4.496)] [KD 4.493 (4.538)] 2024-10-14 14:29:11,562 - Train: 54.02% [675850/1251000] [540.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.002] [optim_t 0.148] [lr 0.001328] [CE 3.884 (4.476)] [KD 4.539 (4.546)] 2024-10-14 14:29:19,237 - Train: 54.03% [675900/1251000] [540.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001328] [CE 4.650 (4.467)] [KD 4.614 (4.526)] 2024-10-14 14:29:26,838 - Train: 54.03% [675950/1251000] [540.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001327] [CE 4.588 (4.537)] [KD 4.622 (4.593)] 2024-10-14 14:29:34,648 - Train: 54.04% [676000/1251000] [540.4/1000.0] [batch_t 0.281 (0.156)] [data_t 0.004] [optim_t 0.277] [lr 0.001327] [CE 4.213 (4.498)] [KD 4.485 (4.533)] 2024-10-14 14:29:42,289 - Train: 54.04% [676050/1251000] [540.4/1000.0] [batch_t 0.263 (0.153)] [data_t 0.004] [optim_t 0.259] [lr 0.001327] [CE 4.726 (4.512)] [KD 4.902 (4.583)] 2024-10-14 14:29:49,910 - Train: 54.04% [676100/1251000] [540.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001327] [CE 4.718 (4.518)] [KD 4.615 (4.597)] 2024-10-14 14:29:57,555 - Train: 54.05% [676150/1251000] [540.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001327] [CE 4.500 (4.461)] [KD 4.486 (4.544)] 2024-10-14 14:30:05,401 - Train: 54.05% [676200/1251000] [540.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.001326] [CE 4.940 (4.524)] [KD 4.809 (4.575)] 2024-10-14 14:30:12,957 - Train: 54.06% [676250/1251000] [540.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001326] [CE 4.490 (4.550)] [KD 4.509 (4.573)] 2024-10-14 14:30:20,652 - Train: 54.06% [676300/1251000] [540.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001326] [CE 4.560 (4.482)] [KD 4.444 (4.554)] 2024-10-14 14:30:28,343 - Train: 54.06% [676350/1251000] [540.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.002] [optim_t 0.147] [lr 0.001326] [CE 4.513 (4.534)] [KD 4.527 (4.513)] 2024-10-14 14:30:36,174 - Train: 54.07% [676400/1251000] [540.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.001326] [CE 4.427 (4.542)] [KD 4.614 (4.575)] 2024-10-14 14:30:43,888 - Train: 54.07% [676450/1251000] [540.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001326] [CE 4.623 (4.493)] [KD 4.670 (4.529)] 2024-10-14 14:30:51,542 - Train: 54.08% [676500/1251000] [540.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001325] [CE 4.383 (4.508)] [KD 4.396 (4.513)] 2024-10-14 14:30:59,256 - Train: 54.08% [676550/1251000] [540.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001325] [CE 4.423 (4.546)] [KD 4.506 (4.561)] 2024-10-14 14:31:07,030 - Train: 54.08% [676600/1251000] [540.8/1000.0] [batch_t 0.161 (0.155)] [data_t 0.003] [optim_t 0.158] [lr 0.001325] [CE 4.094 (4.577)] [KD 4.314 (4.599)] 2024-10-14 14:31:14,876 - Train: 54.09% [676650/1251000] [540.9/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.001325] [CE 4.694 (4.575)] [KD 4.666 (4.604)] 2024-10-14 14:31:22,647 - Train: 54.09% [676700/1251000] [540.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001325] [CE 4.755 (4.515)] [KD 4.804 (4.533)] 2024-10-14 14:31:30,329 - Train: 54.10% [676750/1251000] [541.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001324] [CE 4.625 (4.494)] [KD 4.807 (4.555)] 2024-10-14 14:31:42,036 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 34622] [top5_cnt 44513] [top_all 50000] 2024-10-14 14:31:42,036 - net: 69.244 (89.026) 2024-10-14 14:31:47,824 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 37100] [top5_cnt 45880] [top_all 50000] 2024-10-14 14:31:47,824 - net_E: 74.200 (91.760) 2024-10-14 14:31:48,003 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.220 (epoch: 540)] 2024-10-14 14:31:48,003 - ==> Total time: 1 day, 0:29:31 Eta: 20:46:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:31:51,775 - Train: 54.10% [676800/1251000] [541.0/1000.0] [batch_t 0.152 (0.204)] [data_t 0.003] [optim_t 0.149] [lr 0.001324] [CE 4.813 (4.612)] [KD 4.612 (4.511)] 2024-10-14 14:31:59,691 - Train: 54.10% [676850/1251000] [541.0/1000.0] [batch_t 0.161 (0.158)] [data_t 0.005] [optim_t 0.156] [lr 0.001324] [CE 4.677 (4.527)] [KD 4.361 (4.488)] 2024-10-14 14:32:07,506 - Train: 54.11% [676900/1251000] [541.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001324] [CE 4.432 (4.499)] [KD 4.551 (4.494)] 2024-10-14 14:32:15,500 - Train: 54.11% [676950/1251000] [541.1/1000.0] [batch_t 0.295 (0.160)] [data_t 0.005] [optim_t 0.291] [lr 0.001324] [CE 5.292 (4.527)] [KD 4.923 (4.545)] 2024-10-14 14:32:23,294 - Train: 54.12% [677000/1251000] [541.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.001323] [CE 4.150 (4.586)] [KD 4.183 (4.610)] 2024-10-14 14:32:30,917 - Train: 54.12% [677050/1251000] [541.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001323] [CE 4.896 (4.512)] [KD 4.705 (4.517)] 2024-10-14 14:32:38,514 - Train: 54.12% [677100/1251000] [541.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001323] [CE 4.287 (4.528)] [KD 4.423 (4.526)] 2024-10-14 14:32:46,387 - Train: 54.13% [677150/1251000] [541.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001323] [CE 4.575 (4.567)] [KD 4.715 (4.640)] 2024-10-14 14:32:54,151 - Train: 54.13% [677200/1251000] [541.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001323] [CE 4.594 (4.508)] [KD 4.844 (4.582)] 2024-10-14 14:33:02,121 - Train: 54.14% [677250/1251000] [541.4/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.001323] [CE 4.730 (4.536)] [KD 4.688 (4.537)] 2024-10-14 14:33:09,793 - Train: 54.14% [677300/1251000] [541.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001322] [CE 4.779 (4.525)] [KD 4.537 (4.497)] 2024-10-14 14:33:17,472 - Train: 54.14% [677350/1251000] [541.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001322] [CE 4.475 (4.492)] [KD 4.568 (4.553)] 2024-10-14 14:33:25,376 - Train: 54.15% [677400/1251000] [541.5/1000.0] [batch_t 0.282 (0.158)] [data_t 0.004] [optim_t 0.279] [lr 0.001322] [CE 4.166 (4.498)] [KD 4.377 (4.504)] 2024-10-14 14:33:33,144 - Train: 54.15% [677450/1251000] [541.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001322] [CE 4.474 (4.581)] [KD 4.536 (4.575)] 2024-10-14 14:33:40,883 - Train: 54.16% [677500/1251000] [541.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001322] [CE 4.286 (4.546)] [KD 4.625 (4.636)] 2024-10-14 14:33:48,461 - Train: 54.16% [677550/1251000] [541.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001321] [CE 4.949 (4.565)] [KD 4.777 (4.619)] 2024-10-14 14:33:56,322 - Train: 54.16% [677600/1251000] [541.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001321] [CE 4.002 (4.509)] [KD 4.086 (4.548)] 2024-10-14 14:34:04,000 - Train: 54.17% [677650/1251000] [541.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001321] [CE 4.409 (4.574)] [KD 4.376 (4.531)] 2024-10-14 14:34:11,698 - Train: 54.17% [677700/1251000] [541.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001321] [CE 4.026 (4.530)] [KD 4.296 (4.547)] 2024-10-14 14:34:19,346 - Train: 54.18% [677750/1251000] [541.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001321] [CE 4.498 (4.485)] [KD 4.475 (4.570)] 2024-10-14 14:34:27,056 - Train: 54.18% [677800/1251000] [541.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001321] [CE 4.245 (4.519)] [KD 4.543 (4.516)] 2024-10-14 14:34:34,898 - Train: 54.18% [677850/1251000] [541.8/1000.0] [batch_t 0.162 (0.157)] [data_t 0.003] [optim_t 0.159] [lr 0.001320] [CE 4.705 (4.599)] [KD 4.742 (4.541)] 2024-10-14 14:34:42,549 - Train: 54.19% [677900/1251000] [541.9/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.001320] [CE 4.251 (4.487)] [KD 4.218 (4.543)] 2024-10-14 14:34:50,119 - Train: 54.19% [677950/1251000] [541.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001320] [CE 4.684 (4.472)] [KD 4.826 (4.529)] 2024-10-14 14:34:57,886 - Train: 54.20% [678000/1251000] [542.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001320] [CE 4.541 (4.516)] [KD 4.758 (4.509)] 2024-10-14 14:35:10,101 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 34403] [top5_cnt 44472] [top_all 50000] 2024-10-14 14:35:10,102 - net: 68.806 (88.944) 2024-10-14 14:35:15,887 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 37085] [top5_cnt 45899] [top_all 50000] 2024-10-14 14:35:15,887 - net_E: 74.170 (91.798) 2024-10-14 14:35:16,050 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.220 (epoch: 540)] 2024-10-14 14:35:16,051 - ==> Total time: 1 day, 0:32:59 Eta: 20:44:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:35:19,529 - Train: 54.20% [678050/1251000] [542.0/1000.0] [batch_t 0.149 (0.202)] [data_t 0.003] [optim_t 0.145] [lr 0.001320] [CE 4.260 (4.559)] [KD 4.384 (4.651)] 2024-10-14 14:35:27,287 - Train: 54.20% [678100/1251000] [542.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001319] [CE 4.342 (4.522)] [KD 4.546 (4.544)] 2024-10-14 14:35:35,045 - Train: 54.21% [678150/1251000] [542.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001319] [CE 4.124 (4.523)] [KD 4.081 (4.526)] 2024-10-14 14:35:42,623 - Train: 54.21% [678200/1251000] [542.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001319] [CE 4.900 (4.570)] [KD 4.789 (4.567)] 2024-10-14 14:35:50,468 - Train: 54.22% [678250/1251000] [542.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.001319] [CE 4.744 (4.532)] [KD 4.352 (4.546)] 2024-10-14 14:35:58,004 - Train: 54.22% [678300/1251000] [542.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.001319] [CE 4.278 (4.487)] [KD 4.619 (4.557)] 2024-10-14 14:36:05,751 - Train: 54.22% [678350/1251000] [542.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001318] [CE 4.903 (4.471)] [KD 4.832 (4.471)] 2024-10-14 14:36:13,580 - Train: 54.23% [678400/1251000] [542.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001318] [CE 4.827 (4.466)] [KD 4.428 (4.526)] 2024-10-14 14:36:21,380 - Train: 54.23% [678450/1251000] [542.3/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.001318] [CE 4.608 (4.477)] [KD 4.741 (4.603)] 2024-10-14 14:36:29,092 - Train: 54.24% [678500/1251000] [542.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001318] [CE 5.060 (4.529)] [KD 4.748 (4.549)] 2024-10-14 14:36:36,751 - Train: 54.24% [678550/1251000] [542.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001318] [CE 4.650 (4.500)] [KD 4.473 (4.550)] 2024-10-14 14:36:44,553 - Train: 54.24% [678600/1251000] [542.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.001318] [CE 4.396 (4.464)] [KD 4.486 (4.592)] 2024-10-14 14:36:52,125 - Train: 54.25% [678650/1251000] [542.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001317] [CE 4.336 (4.517)] [KD 4.228 (4.593)] 2024-10-14 14:36:59,656 - Train: 54.25% [678700/1251000] [542.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001317] [CE 4.866 (4.535)] [KD 5.067 (4.596)] 2024-10-14 14:37:07,391 - Train: 54.26% [678750/1251000] [542.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001317] [CE 4.370 (4.527)] [KD 4.566 (4.604)] 2024-10-14 14:37:14,960 - Train: 54.26% [678800/1251000] [542.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001317] [CE 5.278 (4.452)] [KD 4.874 (4.522)] 2024-10-14 14:37:22,847 - Train: 54.26% [678850/1251000] [542.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001317] [CE 4.285 (4.470)] [KD 4.517 (4.520)] 2024-10-14 14:37:30,603 - Train: 54.27% [678900/1251000] [542.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001316] [CE 4.183 (4.499)] [KD 4.398 (4.532)] 2024-10-14 14:37:38,217 - Train: 54.27% [678950/1251000] [542.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001316] [CE 4.917 (4.459)] [KD 4.934 (4.516)] 2024-10-14 14:37:45,839 - Train: 54.28% [679000/1251000] [542.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.001316] [CE 3.981 (4.523)] [KD 4.347 (4.561)] 2024-10-14 14:37:53,506 - Train: 54.28% [679050/1251000] [542.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001316] [CE 4.396 (4.514)] [KD 4.442 (4.527)] 2024-10-14 14:38:01,169 - Train: 54.28% [679100/1251000] [542.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.001316] [CE 4.643 (4.528)] [KD 4.641 (4.626)] 2024-10-14 14:38:08,703 - Train: 54.29% [679150/1251000] [542.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001316] [CE 4.386 (4.501)] [KD 4.412 (4.546)] 2024-10-14 14:38:16,501 - Train: 54.29% [679200/1251000] [542.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001315] [CE 4.082 (4.494)] [KD 4.448 (4.553)] 2024-10-14 14:38:24,169 - Train: 54.30% [679250/1251000] [543.0/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001315] [CE 4.763 (4.533)] [KD 4.891 (4.579)] 2024-10-14 14:38:36,451 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 34434] [top5_cnt 44405] [top_all 50000] 2024-10-14 14:38:36,451 - net: 68.868 (88.810) 2024-10-14 14:38:42,317 - Test (net_E): 100.00% [50/50] [batch_t 0.242 (0.107)] [top1_cnt 37117] [top5_cnt 45907] [top_all 50000] 2024-10-14 14:38:42,317 - net_E: 74.234 (91.814) 2024-10-14 14:38:42,447 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:38:42,447 - ==> Total time: 1 day, 0:36:25 Eta: 20:42:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:38:53,416 - Train: 54.30% [679300/1251000] [543.0/1000.0] [batch_t 0.152 (0.248)] [data_t 0.005] [optim_t 0.147] [lr 0.001315] [CE 4.334 (4.495)] [KD 4.312 (4.460)] 2024-10-14 14:39:01,101 - Train: 54.30% [679350/1251000] [543.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001315] [CE 4.945 (4.453)] [KD 4.422 (4.431)] 2024-10-14 14:39:08,662 - Train: 54.31% [679400/1251000] [543.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001315] [CE 4.250 (4.486)] [KD 4.133 (4.527)] 2024-10-14 14:39:16,621 - Train: 54.31% [679450/1251000] [543.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001314] [CE 4.334 (4.550)] [KD 4.200 (4.534)] 2024-10-14 14:39:24,322 - Train: 54.32% [679500/1251000] [543.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001314] [CE 4.375 (4.490)] [KD 4.308 (4.493)] 2024-10-14 14:39:31,896 - Train: 54.32% [679550/1251000] [543.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001314] [CE 5.035 (4.436)] [KD 5.011 (4.494)] 2024-10-14 14:39:39,528 - Train: 54.32% [679600/1251000] [543.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001314] [CE 4.443 (4.492)] [KD 4.376 (4.537)] 2024-10-14 14:39:47,268 - Train: 54.33% [679650/1251000] [543.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001314] [CE 4.620 (4.509)] [KD 4.495 (4.525)] 2024-10-14 14:39:55,011 - Train: 54.33% [679700/1251000] [543.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.001314] [CE 3.926 (4.531)] [KD 3.983 (4.520)] 2024-10-14 14:40:02,864 - Train: 54.34% [679750/1251000] [543.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.001313] [CE 4.511 (4.542)] [KD 4.304 (4.572)] 2024-10-14 14:40:10,637 - Train: 54.34% [679800/1251000] [543.4/1000.0] [batch_t 0.168 (0.155)] [data_t 0.005] [optim_t 0.164] [lr 0.001313] [CE 5.012 (4.443)] [KD 4.538 (4.508)] 2024-10-14 14:40:18,463 - Train: 54.34% [679850/1251000] [543.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001313] [CE 4.089 (4.435)] [KD 4.307 (4.499)] 2024-10-14 14:40:26,184 - Train: 54.35% [679900/1251000] [543.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001313] [CE 4.170 (4.435)] [KD 4.277 (4.449)] 2024-10-14 14:40:33,738 - Train: 54.35% [679950/1251000] [543.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001313] [CE 4.637 (4.465)] [KD 4.689 (4.519)] 2024-10-14 14:40:41,280 - Train: 54.36% [680000/1251000] [543.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001312] [CE 4.426 (4.516)] [KD 4.461 (4.544)] 2024-10-14 14:40:49,055 - Train: 54.36% [680050/1251000] [543.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001312] [CE 4.737 (4.502)] [KD 4.525 (4.515)] 2024-10-14 14:40:56,731 - Train: 54.36% [680100/1251000] [543.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001312] [CE 3.858 (4.483)] [KD 4.116 (4.539)] 2024-10-14 14:41:04,526 - Train: 54.37% [680150/1251000] [543.7/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.001312] [CE 4.358 (4.527)] [KD 4.374 (4.536)] 2024-10-14 14:41:12,186 - Train: 54.37% [680200/1251000] [543.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001312] [CE 4.674 (4.484)] [KD 4.675 (4.491)] 2024-10-14 14:41:19,908 - Train: 54.38% [680250/1251000] [543.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001311] [CE 4.810 (4.470)] [KD 4.686 (4.547)] 2024-10-14 14:41:27,738 - Train: 54.38% [680300/1251000] [543.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.001311] [CE 4.839 (4.566)] [KD 4.575 (4.602)] 2024-10-14 14:41:35,398 - Train: 54.38% [680350/1251000] [543.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001311] [CE 4.441 (4.446)] [KD 4.415 (4.535)] 2024-10-14 14:41:42,951 - Train: 54.39% [680400/1251000] [543.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001311] [CE 4.835 (4.513)] [KD 4.711 (4.617)] 2024-10-14 14:41:50,515 - Train: 54.39% [680450/1251000] [543.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001311] [CE 4.765 (4.515)] [KD 4.635 (4.544)] 2024-10-14 14:41:58,301 - Train: 54.40% [680500/1251000] [544.0/1000.0] [batch_t 0.253 (0.156)] [data_t 0.005] [optim_t 0.248] [lr 0.001311] [CE 4.672 (4.477)] [KD 4.452 (4.549)] 2024-10-14 14:42:10,627 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34634] [top5_cnt 44515] [top_all 50000] 2024-10-14 14:42:10,627 - net: 69.268 (89.030) 2024-10-14 14:42:16,302 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37099] [top5_cnt 45910] [top_all 50000] 2024-10-14 14:42:16,303 - net_E: 74.198 (91.820) 2024-10-14 14:42:16,429 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:42:16,429 - ==> Total time: 1 day, 0:39:59 Eta: 20:40:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:42:19,757 - Train: 54.40% [680550/1251000] [544.0/1000.0] [batch_t 0.152 (0.215)] [data_t 0.004] [optim_t 0.148] [lr 0.001310] [CE 4.539 (4.456)] [KD 4.765 (4.484)] 2024-10-14 14:42:27,555 - Train: 54.40% [680600/1251000] [544.0/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.001310] [CE 3.826 (4.528)] [KD 4.168 (4.491)] 2024-10-14 14:42:35,095 - Train: 54.41% [680650/1251000] [544.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001310] [CE 4.675 (4.470)] [KD 4.408 (4.508)] 2024-10-14 14:42:42,980 - Train: 54.41% [680700/1251000] [544.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001310] [CE 5.041 (4.528)] [KD 4.974 (4.518)] 2024-10-14 14:42:50,683 - Train: 54.42% [680750/1251000] [544.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001310] [CE 4.332 (4.529)] [KD 4.436 (4.546)] 2024-10-14 14:42:58,295 - Train: 54.42% [680800/1251000] [544.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001309] [CE 4.749 (4.524)] [KD 4.420 (4.537)] 2024-10-14 14:43:06,076 - Train: 54.42% [680850/1251000] [544.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001309] [CE 4.381 (4.457)] [KD 4.250 (4.511)] 2024-10-14 14:43:13,758 - Train: 54.43% [680900/1251000] [544.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001309] [CE 4.603 (4.511)] [KD 4.293 (4.535)] 2024-10-14 14:43:21,455 - Train: 54.43% [680950/1251000] [544.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001309] [CE 4.148 (4.465)] [KD 4.423 (4.532)] 2024-10-14 14:43:29,381 - Train: 54.44% [681000/1251000] [544.4/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001309] [CE 4.879 (4.485)] [KD 4.539 (4.527)] 2024-10-14 14:43:37,108 - Train: 54.44% [681050/1251000] [544.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001309] [CE 5.017 (4.529)] [KD 4.666 (4.561)] 2024-10-14 14:43:44,995 - Train: 54.44% [681100/1251000] [544.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001308] [CE 4.646 (4.527)] [KD 4.672 (4.505)] 2024-10-14 14:43:52,691 - Train: 54.45% [681150/1251000] [544.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001308] [CE 4.218 (4.514)] [KD 4.278 (4.567)] 2024-10-14 14:44:00,354 - Train: 54.45% [681200/1251000] [544.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001308] [CE 3.897 (4.535)] [KD 4.333 (4.596)] 2024-10-14 14:44:07,888 - Train: 54.46% [681250/1251000] [544.6/1000.0] [batch_t 0.159 (0.151)] [data_t 0.005] [optim_t 0.155] [lr 0.001308] [CE 4.332 (4.578)] [KD 4.454 (4.540)] 2024-10-14 14:44:15,525 - Train: 54.46% [681300/1251000] [544.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001308] [CE 4.674 (4.557)] [KD 4.675 (4.600)] 2024-10-14 14:44:23,184 - Train: 54.46% [681350/1251000] [544.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001307] [CE 4.537 (4.612)] [KD 4.670 (4.674)] 2024-10-14 14:44:30,980 - Train: 54.47% [681400/1251000] [544.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001307] [CE 4.512 (4.489)] [KD 4.662 (4.570)] 2024-10-14 14:44:38,649 - Train: 54.47% [681450/1251000] [544.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001307] [CE 4.676 (4.533)] [KD 4.898 (4.523)] 2024-10-14 14:44:46,313 - Train: 54.48% [681500/1251000] [544.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001307] [CE 4.718 (4.564)] [KD 4.607 (4.586)] 2024-10-14 14:44:54,051 - Train: 54.48% [681550/1251000] [544.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001307] [CE 4.294 (4.503)] [KD 4.447 (4.523)] 2024-10-14 14:45:01,603 - Train: 54.48% [681600/1251000] [544.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001306] [CE 4.131 (4.478)] [KD 4.260 (4.458)] 2024-10-14 14:45:09,196 - Train: 54.49% [681650/1251000] [544.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001306] [CE 4.667 (4.420)] [KD 4.547 (4.552)] 2024-10-14 14:45:17,001 - Train: 54.49% [681700/1251000] [544.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001306] [CE 4.318 (4.567)] [KD 4.748 (4.631)] 2024-10-14 14:45:24,545 - Train: 54.50% [681750/1251000] [545.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001306] [CE 4.914 (4.443)] [KD 4.718 (4.543)] 2024-10-14 14:45:37,059 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34461] [top5_cnt 44533] [top_all 50000] 2024-10-14 14:45:37,059 - net: 68.922 (89.066) 2024-10-14 14:45:42,928 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37076] [top5_cnt 45930] [top_all 50000] 2024-10-14 14:45:42,929 - net_E: 74.152 (91.860) 2024-10-14 14:45:43,076 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:45:43,076 - ==> Total time: 1 day, 0:43:26 Eta: 20:38:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:45:46,282 - Train: 54.50% [681800/1251000] [545.0/1000.0] [batch_t 0.145 (0.238)] [data_t 0.003] [optim_t 0.142] [lr 0.001306] [CE 4.795 (4.506)] [KD 4.624 (4.533)] 2024-10-14 14:45:54,101 - Train: 54.50% [681850/1251000] [545.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001306] [CE 4.592 (4.537)] [KD 4.654 (4.470)] 2024-10-14 14:46:01,939 - Train: 54.51% [681900/1251000] [545.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001305] [CE 4.574 (4.501)] [KD 4.293 (4.524)] 2024-10-14 14:46:09,532 - Train: 54.51% [681950/1251000] [545.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001305] [CE 4.203 (4.500)] [KD 4.260 (4.533)] 2024-10-14 14:46:17,075 - Train: 54.52% [682000/1251000] [545.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001305] [CE 4.051 (4.591)] [KD 4.324 (4.529)] 2024-10-14 14:46:24,717 - Train: 54.52% [682050/1251000] [545.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001305] [CE 4.001 (4.534)] [KD 4.314 (4.506)] 2024-10-14 14:46:32,510 - Train: 54.52% [682100/1251000] [545.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001305] [CE 4.448 (4.527)] [KD 4.765 (4.563)] 2024-10-14 14:46:40,413 - Train: 54.53% [682150/1251000] [545.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.001304] [CE 4.229 (4.478)] [KD 4.408 (4.513)] 2024-10-14 14:46:48,350 - Train: 54.53% [682200/1251000] [545.3/1000.0] [batch_t 0.146 (0.159)] [data_t 0.003] [optim_t 0.143] [lr 0.001304] [CE 4.419 (4.564)] [KD 4.273 (4.541)] 2024-10-14 14:46:56,086 - Train: 54.54% [682250/1251000] [545.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001304] [CE 4.839 (4.539)] [KD 4.557 (4.488)] 2024-10-14 14:47:03,612 - Train: 54.54% [682300/1251000] [545.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001304] [CE 4.809 (4.538)] [KD 4.512 (4.531)] 2024-10-14 14:47:11,246 - Train: 54.54% [682350/1251000] [545.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001304] [CE 4.316 (4.452)] [KD 4.238 (4.519)] 2024-10-14 14:47:18,812 - Train: 54.55% [682400/1251000] [545.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.001304] [CE 4.751 (4.590)] [KD 4.757 (4.607)] 2024-10-14 14:47:26,617 - Train: 54.55% [682450/1251000] [545.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001303] [CE 4.418 (4.587)] [KD 4.377 (4.599)] 2024-10-14 14:47:34,460 - Train: 54.56% [682500/1251000] [545.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001303] [CE 4.191 (4.471)] [KD 4.361 (4.534)] 2024-10-14 14:47:42,185 - Train: 54.56% [682550/1251000] [545.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001303] [CE 4.190 (4.535)] [KD 4.386 (4.528)] 2024-10-14 14:47:49,732 - Train: 54.56% [682600/1251000] [545.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001303] [CE 4.811 (4.476)] [KD 4.615 (4.532)] 2024-10-14 14:47:57,469 - Train: 54.57% [682650/1251000] [545.7/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.001303] [CE 4.739 (4.469)] [KD 4.716 (4.486)] 2024-10-14 14:48:05,010 - Train: 54.57% [682700/1251000] [545.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001302] [CE 4.783 (4.511)] [KD 4.792 (4.500)] 2024-10-14 14:48:12,627 - Train: 54.58% [682750/1251000] [545.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001302] [CE 4.957 (4.505)] [KD 4.525 (4.581)] 2024-10-14 14:48:20,297 - Train: 54.58% [682800/1251000] [545.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001302] [CE 4.244 (4.543)] [KD 4.577 (4.568)] 2024-10-14 14:48:27,991 - Train: 54.58% [682850/1251000] [545.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001302] [CE 4.966 (4.557)] [KD 4.501 (4.531)] 2024-10-14 14:48:35,507 - Train: 54.59% [682900/1251000] [545.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001302] [CE 4.428 (4.510)] [KD 4.469 (4.555)] 2024-10-14 14:48:43,236 - Train: 54.59% [682950/1251000] [545.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001302] [CE 4.260 (4.585)] [KD 4.526 (4.644)] 2024-10-14 14:48:51,011 - Train: 54.60% [683000/1251000] [546.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001301] [CE 4.925 (4.559)] [KD 4.640 (4.574)] 2024-10-14 14:49:03,640 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34685] [top5_cnt 44632] [top_all 50000] 2024-10-14 14:49:03,641 - net: 69.370 (89.264) 2024-10-14 14:49:09,477 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37069] [top5_cnt 45941] [top_all 50000] 2024-10-14 14:49:09,477 - net_E: 74.138 (91.882) 2024-10-14 14:49:09,599 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:49:09,600 - ==> Total time: 1 day, 0:46:52 Eta: 20:36:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:49:12,667 - Train: 54.60% [683050/1251000] [546.0/1000.0] [batch_t 0.151 (0.251)] [data_t 0.004] [optim_t 0.147] [lr 0.001301] [CE 4.874 (4.646)] [KD 4.628 (4.518)] 2024-10-14 14:49:20,180 - Train: 54.60% [683100/1251000] [546.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001301] [CE 4.467 (4.494)] [KD 4.317 (4.499)] 2024-10-14 14:49:27,758 - Train: 54.61% [683150/1251000] [546.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001301] [CE 4.571 (4.568)] [KD 4.565 (4.503)] 2024-10-14 14:49:35,508 - Train: 54.61% [683200/1251000] [546.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001301] [CE 4.068 (4.530)] [KD 4.348 (4.516)] 2024-10-14 14:49:43,155 - Train: 54.62% [683250/1251000] [546.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001300] [CE 3.790 (4.481)] [KD 4.034 (4.492)] 2024-10-14 14:49:51,387 - Train: 54.62% [683300/1251000] [546.2/1000.0] [batch_t 0.150 (0.165)] [data_t 0.005] [optim_t 0.145] [lr 0.001300] [CE 4.350 (4.515)] [KD 4.382 (4.565)] 2024-10-14 14:49:59,016 - Train: 54.62% [683350/1251000] [546.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001300] [CE 4.564 (4.518)] [KD 4.616 (4.533)] 2024-10-14 14:50:06,591 - Train: 54.63% [683400/1251000] [546.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001300] [CE 4.684 (4.516)] [KD 4.611 (4.452)] 2024-10-14 14:50:14,124 - Train: 54.63% [683450/1251000] [546.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001300] [CE 4.861 (4.518)] [KD 4.660 (4.521)] 2024-10-14 14:50:21,673 - Train: 54.64% [683500/1251000] [546.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001299] [CE 4.487 (4.529)] [KD 4.554 (4.571)] 2024-10-14 14:50:29,296 - Train: 54.64% [683550/1251000] [546.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001299] [CE 4.577 (4.461)] [KD 4.774 (4.523)] 2024-10-14 14:50:36,959 - Train: 54.64% [683600/1251000] [546.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001299] [CE 4.333 (4.518)] [KD 4.322 (4.583)] 2024-10-14 14:50:44,718 - Train: 54.65% [683650/1251000] [546.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001299] [CE 4.625 (4.427)] [KD 4.604 (4.533)] 2024-10-14 14:50:52,441 - Train: 54.65% [683700/1251000] [546.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001299] [CE 4.345 (4.486)] [KD 4.351 (4.484)] 2024-10-14 14:51:00,087 - Train: 54.66% [683750/1251000] [546.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001299] [CE 4.534 (4.501)] [KD 4.393 (4.474)] 2024-10-14 14:51:07,698 - Train: 54.66% [683800/1251000] [546.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001298] [CE 4.467 (4.523)] [KD 4.463 (4.488)] 2024-10-14 14:51:15,203 - Train: 54.66% [683850/1251000] [546.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001298] [CE 5.171 (4.568)] [KD 5.026 (4.588)] 2024-10-14 14:51:22,826 - Train: 54.67% [683900/1251000] [546.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001298] [CE 4.287 (4.485)] [KD 4.639 (4.538)] 2024-10-14 14:51:30,524 - Train: 54.67% [683950/1251000] [546.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001298] [CE 4.581 (4.574)] [KD 4.588 (4.569)] 2024-10-14 14:51:38,167 - Train: 54.68% [684000/1251000] [546.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001298] [CE 4.760 (4.530)] [KD 5.053 (4.600)] 2024-10-14 14:51:45,919 - Train: 54.68% [684050/1251000] [546.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001297] [CE 4.515 (4.414)] [KD 4.533 (4.442)] 2024-10-14 14:51:53,449 - Train: 54.68% [684100/1251000] [546.8/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.001297] [CE 4.795 (4.583)] [KD 4.499 (4.586)] 2024-10-14 14:52:01,331 - Train: 54.69% [684150/1251000] [546.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001297] [CE 4.762 (4.538)] [KD 4.288 (4.557)] 2024-10-14 14:52:09,012 - Train: 54.69% [684200/1251000] [546.9/1000.0] [batch_t 0.160 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.001297] [CE 4.489 (4.518)] [KD 4.672 (4.512)] 2024-10-14 14:52:16,582 - Train: 54.70% [684250/1251000] [547.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001297] [CE 4.667 (4.535)] [KD 4.448 (4.539)] 2024-10-14 14:52:29,231 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34672] [top5_cnt 44554] [top_all 50000] 2024-10-14 14:52:29,232 - net: 69.344 (89.108) 2024-10-14 14:52:34,950 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37084] [top5_cnt 45932] [top_all 50000] 2024-10-14 14:52:34,950 - net_E: 74.168 (91.864) 2024-10-14 14:52:35,081 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:52:35,082 - ==> Total time: 1 day, 0:50:18 Eta: 20:34:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:52:37,642 - Train: 54.70% [684300/1251000] [547.0/1000.0] [batch_t 0.150 (0.279)] [data_t 0.003] [optim_t 0.147] [lr 0.001297] [CE 4.219 (4.371)] [KD 4.361 (4.393)] 2024-10-14 14:52:45,431 - Train: 54.70% [684350/1251000] [547.0/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.001296] [CE 4.658 (4.425)] [KD 4.664 (4.421)] 2024-10-14 14:52:53,150 - Train: 54.71% [684400/1251000] [547.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001296] [CE 4.669 (4.510)] [KD 4.502 (4.541)] 2024-10-14 14:53:01,326 - Train: 54.71% [684450/1251000] [547.1/1000.0] [batch_t 0.154 (0.163)] [data_t 0.004] [optim_t 0.150] [lr 0.001296] [CE 4.574 (4.541)] [KD 4.579 (4.495)] 2024-10-14 14:53:09,090 - Train: 54.72% [684500/1251000] [547.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001296] [CE 4.445 (4.548)] [KD 4.480 (4.495)] 2024-10-14 14:53:16,632 - Train: 54.72% [684550/1251000] [547.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001296] [CE 4.050 (4.449)] [KD 4.424 (4.445)] 2024-10-14 14:53:24,307 - Train: 54.72% [684600/1251000] [547.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001295] [CE 4.970 (4.577)] [KD 4.927 (4.522)] 2024-10-14 14:53:31,946 - Train: 54.73% [684650/1251000] [547.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001295] [CE 4.324 (4.491)] [KD 4.559 (4.441)] 2024-10-14 14:53:39,636 - Train: 54.73% [684700/1251000] [547.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001295] [CE 4.414 (4.580)] [KD 4.581 (4.553)] 2024-10-14 14:53:47,525 - Train: 54.74% [684750/1251000] [547.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.007] [optim_t 0.147] [lr 0.001295] [CE 4.303 (4.465)] [KD 4.395 (4.468)] 2024-10-14 14:53:55,203 - Train: 54.74% [684800/1251000] [547.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001295] [CE 4.564 (4.545)] [KD 4.521 (4.542)] 2024-10-14 14:54:02,816 - Train: 54.74% [684850/1251000] [547.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.001294] [CE 4.821 (4.585)] [KD 4.692 (4.573)] 2024-10-14 14:54:10,743 - Train: 54.75% [684900/1251000] [547.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001294] [CE 4.618 (4.485)] [KD 4.386 (4.467)] 2024-10-14 14:54:18,256 - Train: 54.75% [684950/1251000] [547.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.001294] [CE 4.395 (4.490)] [KD 4.420 (4.445)] 2024-10-14 14:54:26,026 - Train: 54.76% [685000/1251000] [547.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001294] [CE 4.671 (4.507)] [KD 4.393 (4.479)] 2024-10-14 14:54:33,717 - Train: 54.76% [685050/1251000] [547.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001294] [CE 4.642 (4.512)] [KD 4.406 (4.465)] 2024-10-14 14:54:41,298 - Train: 54.76% [685100/1251000] [547.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001294] [CE 4.695 (4.465)] [KD 4.597 (4.500)] 2024-10-14 14:54:49,167 - Train: 54.77% [685150/1251000] [547.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001293] [CE 4.481 (4.457)] [KD 4.681 (4.507)] 2024-10-14 14:54:56,871 - Train: 54.77% [685200/1251000] [547.7/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.001293] [CE 4.616 (4.570)] [KD 4.438 (4.547)] 2024-10-14 14:55:04,792 - Train: 54.78% [685250/1251000] [547.8/1000.0] [batch_t 0.271 (0.158)] [data_t 0.003] [optim_t 0.268] [lr 0.001293] [CE 4.515 (4.459)] [KD 4.451 (4.470)] 2024-10-14 14:55:12,634 - Train: 54.78% [685300/1251000] [547.8/1000.0] [batch_t 0.246 (0.157)] [data_t 0.005] [optim_t 0.242] [lr 0.001293] [CE 4.358 (4.460)] [KD 4.321 (4.467)] 2024-10-14 14:55:20,209 - Train: 54.78% [685350/1251000] [547.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001293] [CE 4.549 (4.556)] [KD 4.766 (4.557)] 2024-10-14 14:55:27,769 - Train: 54.79% [685400/1251000] [547.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001292] [CE 4.616 (4.570)] [KD 4.656 (4.558)] 2024-10-14 14:55:35,587 - Train: 54.79% [685450/1251000] [547.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001292] [CE 4.878 (4.561)] [KD 4.774 (4.569)] 2024-10-14 14:55:43,368 - Train: 54.80% [685500/1251000] [548.0/1000.0] [batch_t 0.161 (0.156)] [data_t 0.003] [optim_t 0.159] [lr 0.001292] [CE 4.259 (4.524)] [KD 4.383 (4.490)] 2024-10-14 14:55:56,613 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34639] [top5_cnt 44623] [top_all 50000] 2024-10-14 14:55:56,614 - net: 69.278 (89.246) 2024-10-14 14:56:02,472 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37088] [top5_cnt 45909] [top_all 50000] 2024-10-14 14:56:02,472 - net_E: 74.176 (91.818) 2024-10-14 14:56:02,713 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:56:02,714 - ==> Total time: 1 day, 0:53:45 Eta: 20:32:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:56:07,533 - Train: 54.80% [685550/1251000] [548.0/1000.0] [batch_t 0.160 (0.411)] [data_t 0.003] [optim_t 0.157] [lr 0.001292] [CE 4.727 (4.597)] [KD 4.638 (4.596)] 2024-10-14 14:56:15,088 - Train: 54.80% [685600/1251000] [548.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001292] [CE 4.768 (4.479)] [KD 4.814 (4.528)] 2024-10-14 14:56:22,738 - Train: 54.81% [685650/1251000] [548.1/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.001292] [CE 4.869 (4.568)] [KD 4.652 (4.541)] 2024-10-14 14:56:30,368 - Train: 54.81% [685700/1251000] [548.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001291] [CE 4.503 (4.509)] [KD 4.510 (4.529)] 2024-10-14 14:56:38,002 - Train: 54.82% [685750/1251000] [548.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001291] [CE 3.599 (4.469)] [KD 4.058 (4.525)] 2024-10-14 14:56:45,751 - Train: 54.82% [685800/1251000] [548.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001291] [CE 4.152 (4.528)] [KD 4.115 (4.538)] 2024-10-14 14:56:53,813 - Train: 54.82% [685850/1251000] [548.2/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.001291] [CE 4.750 (4.469)] [KD 4.575 (4.520)] 2024-10-14 14:57:01,402 - Train: 54.83% [685900/1251000] [548.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001291] [CE 4.260 (4.505)] [KD 4.290 (4.558)] 2024-10-14 14:57:09,127 - Train: 54.83% [685950/1251000] [548.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001290] [CE 4.228 (4.522)] [KD 4.280 (4.532)] 2024-10-14 14:57:16,636 - Train: 54.84% [686000/1251000] [548.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001290] [CE 4.766 (4.502)] [KD 4.936 (4.511)] 2024-10-14 14:57:24,149 - Train: 54.84% [686050/1251000] [548.4/1000.0] [batch_t 0.154 (0.150)] [data_t 0.006] [optim_t 0.148] [lr 0.001290] [CE 4.643 (4.426)] [KD 4.747 (4.475)] 2024-10-14 14:57:31,964 - Train: 54.84% [686100/1251000] [548.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001290] [CE 4.165 (4.552)] [KD 4.529 (4.570)] 2024-10-14 14:57:39,818 - Train: 54.85% [686150/1251000] [548.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.006] [optim_t 0.147] [lr 0.001290] [CE 4.095 (4.511)] [KD 4.252 (4.471)] 2024-10-14 14:57:47,534 - Train: 54.85% [686200/1251000] [548.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001290] [CE 4.633 (4.504)] [KD 4.749 (4.512)] 2024-10-14 14:57:55,204 - Train: 54.86% [686250/1251000] [548.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001289] [CE 4.597 (4.525)] [KD 4.492 (4.584)] 2024-10-14 14:58:02,957 - Train: 54.86% [686300/1251000] [548.6/1000.0] [batch_t 0.166 (0.155)] [data_t 0.005] [optim_t 0.160] [lr 0.001289] [CE 4.216 (4.496)] [KD 4.371 (4.530)] 2024-10-14 14:58:10,544 - Train: 54.86% [686350/1251000] [548.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001289] [CE 5.039 (4.486)] [KD 4.943 (4.500)] 2024-10-14 14:58:18,436 - Train: 54.87% [686400/1251000] [548.7/1000.0] [batch_t 0.161 (0.158)] [data_t 0.005] [optim_t 0.156] [lr 0.001289] [CE 4.441 (4.579)] [KD 4.641 (4.530)] 2024-10-14 14:58:26,241 - Train: 54.87% [686450/1251000] [548.7/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.001289] [CE 4.027 (4.558)] [KD 4.182 (4.517)] 2024-10-14 14:58:34,079 - Train: 54.88% [686500/1251000] [548.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001288] [CE 4.926 (4.574)] [KD 4.714 (4.549)] 2024-10-14 14:58:41,701 - Train: 54.88% [686550/1251000] [548.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001288] [CE 4.168 (4.500)] [KD 4.297 (4.528)] 2024-10-14 14:58:49,227 - Train: 54.88% [686600/1251000] [548.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001288] [CE 4.835 (4.605)] [KD 4.528 (4.602)] 2024-10-14 14:58:57,001 - Train: 54.89% [686650/1251000] [548.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001288] [CE 4.690 (4.517)] [KD 4.576 (4.532)] 2024-10-14 14:59:04,940 - Train: 54.89% [686700/1251000] [548.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001288] [CE 3.985 (4.536)] [KD 4.395 (4.568)] 2024-10-14 14:59:12,653 - Train: 54.90% [686750/1251000] [549.0/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001287] [CE 4.887 (4.537)] [KD 4.731 (4.512)] 2024-10-14 14:59:25,642 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34560] [top5_cnt 44532] [top_all 50000] 2024-10-14 14:59:25,642 - net: 69.120 (89.064) 2024-10-14 14:59:31,483 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37100] [top5_cnt 45899] [top_all 50000] 2024-10-14 14:59:31,483 - net_E: 74.200 (91.798) 2024-10-14 14:59:31,607 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 14:59:31,608 - ==> Total time: 1 day, 0:57:14 Eta: 20:29:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 14:59:34,248 - Train: 54.90% [686800/1251000] [549.0/1000.0] [batch_t 0.533 (0.533)] [data_t 0.366] [optim_t 0.168] [lr 0.001287] [CE 4.486 (4.486)] [KD 4.261 (4.261)] 2024-10-14 14:59:41,788 - Train: 54.90% [686850/1251000] [549.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001287] [CE 4.641 (4.455)] [KD 4.738 (4.412)] 2024-10-14 14:59:49,620 - Train: 54.91% [686900/1251000] [549.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001287] [CE 4.325 (4.503)] [KD 4.667 (4.533)] 2024-10-14 14:59:57,218 - Train: 54.91% [686950/1251000] [549.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001287] [CE 4.845 (4.594)] [KD 4.653 (4.535)] 2024-10-14 15:00:05,336 - Train: 54.92% [687000/1251000] [549.2/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.145] [lr 0.001287] [CE 4.574 (4.495)] [KD 4.488 (4.474)] 2024-10-14 15:00:13,169 - Train: 54.92% [687050/1251000] [549.2/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.001286] [CE 4.480 (4.538)] [KD 4.576 (4.492)] 2024-10-14 15:00:20,677 - Train: 54.92% [687100/1251000] [549.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001286] [CE 4.011 (4.471)] [KD 3.917 (4.477)] 2024-10-14 15:00:28,449 - Train: 54.93% [687150/1251000] [549.3/1000.0] [batch_t 0.289 (0.155)] [data_t 0.004] [optim_t 0.285] [lr 0.001286] [CE 4.893 (4.547)] [KD 4.761 (4.553)] 2024-10-14 15:00:36,019 - Train: 54.93% [687200/1251000] [549.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001286] [CE 4.594 (4.512)] [KD 4.461 (4.519)] 2024-10-14 15:00:43,719 - Train: 54.94% [687250/1251000] [549.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001286] [CE 4.288 (4.511)] [KD 4.575 (4.477)] 2024-10-14 15:00:51,359 - Train: 54.94% [687300/1251000] [549.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001285] [CE 3.749 (4.450)] [KD 4.220 (4.493)] 2024-10-14 15:00:59,431 - Train: 54.94% [687350/1251000] [549.4/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.001285] [CE 4.755 (4.486)] [KD 4.760 (4.481)] 2024-10-14 15:01:07,125 - Train: 54.95% [687400/1251000] [549.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001285] [CE 4.994 (4.506)] [KD 4.720 (4.518)] 2024-10-14 15:01:15,251 - Train: 54.95% [687450/1251000] [549.5/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.001285] [CE 4.305 (4.544)] [KD 4.437 (4.523)] 2024-10-14 15:01:22,893 - Train: 54.96% [687500/1251000] [549.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001285] [CE 4.426 (4.500)] [KD 4.114 (4.501)] 2024-10-14 15:01:30,638 - Train: 54.96% [687550/1251000] [549.6/1000.0] [batch_t 0.159 (0.155)] [data_t 0.005] [optim_t 0.154] [lr 0.001285] [CE 4.672 (4.476)] [KD 4.684 (4.503)] 2024-10-14 15:01:38,260 - Train: 54.96% [687600/1251000] [549.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001284] [CE 4.688 (4.512)] [KD 4.592 (4.536)] 2024-10-14 15:01:46,007 - Train: 54.97% [687650/1251000] [549.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001284] [CE 4.203 (4.423)] [KD 4.236 (4.465)] 2024-10-14 15:01:53,741 - Train: 54.97% [687700/1251000] [549.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001284] [CE 4.821 (4.501)] [KD 4.613 (4.545)] 2024-10-14 15:02:01,578 - Train: 54.98% [687750/1251000] [549.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001284] [CE 4.882 (4.527)] [KD 4.971 (4.579)] 2024-10-14 15:02:09,335 - Train: 54.98% [687800/1251000] [549.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001284] [CE 4.327 (4.549)] [KD 4.478 (4.529)] 2024-10-14 15:02:17,083 - Train: 54.98% [687850/1251000] [549.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001283] [CE 5.074 (4.504)] [KD 4.743 (4.566)] 2024-10-14 15:02:25,147 - Train: 54.99% [687900/1251000] [549.9/1000.0] [batch_t 0.265 (0.161)] [data_t 0.006] [optim_t 0.259] [lr 0.001283] [CE 4.430 (4.501)] [KD 4.718 (4.529)] 2024-10-14 15:02:32,740 - Train: 54.99% [687950/1251000] [549.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001283] [CE 5.034 (4.478)] [KD 4.838 (4.548)] 2024-10-14 15:02:40,620 - Train: 55.00% [688000/1251000] [550.0/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001283] [CE 4.263 (4.545)] [KD 4.205 (4.542)] 2024-10-14 15:02:48,149 - Train: 55.00% [688050/1251000] [550.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.006] [optim_t 0.141] [lr 0.001283] [CE 4.707 (4.501)] [KD 4.261 (4.556)] 2024-10-14 15:02:53,931 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34460] [top5_cnt 44552] [top_all 50000] 2024-10-14 15:02:53,931 - net: 68.920 (89.104) 2024-10-14 15:02:59,834 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37116] [top5_cnt 45921] [top_all 50000] 2024-10-14 15:02:59,834 - net_E: 74.232 (91.842) 2024-10-14 15:02:59,979 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.234 (epoch: 543)] 2024-10-14 15:02:59,979 - ==> Total time: 1 day, 1:00:43 Eta: 20:27:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:03:09,870 - Train: 55.00% [688100/1251000] [550.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.004] [optim_t 0.147] [lr 0.001283] [CE 3.960 (4.456)] [KD 4.088 (4.410)] 2024-10-14 15:03:17,651 - Train: 55.01% [688150/1251000] [550.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001282] [CE 4.268 (4.474)] [KD 4.251 (4.455)] 2024-10-14 15:03:25,360 - Train: 55.01% [688200/1251000] [550.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001282] [CE 4.236 (4.491)] [KD 4.417 (4.502)] 2024-10-14 15:03:33,164 - Train: 55.02% [688250/1251000] [550.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001282] [CE 4.509 (4.459)] [KD 4.246 (4.469)] 2024-10-14 15:03:40,840 - Train: 55.02% [688300/1251000] [550.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001282] [CE 4.216 (4.458)] [KD 4.605 (4.515)] 2024-10-14 15:03:48,443 - Train: 55.02% [688350/1251000] [550.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001282] [CE 4.694 (4.557)] [KD 4.601 (4.499)] 2024-10-14 15:03:56,433 - Train: 55.03% [688400/1251000] [550.3/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001281] [CE 4.614 (4.530)] [KD 4.384 (4.549)] 2024-10-14 15:04:04,058 - Train: 55.03% [688450/1251000] [550.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001281] [CE 4.793 (4.473)] [KD 4.626 (4.466)] 2024-10-14 15:04:11,921 - Train: 55.04% [688500/1251000] [550.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.001281] [CE 4.061 (4.536)] [KD 4.109 (4.456)] 2024-10-14 15:04:19,633 - Train: 55.04% [688550/1251000] [550.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001281] [CE 4.436 (4.513)] [KD 4.558 (4.489)] 2024-10-14 15:04:27,226 - Train: 55.04% [688600/1251000] [550.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001281] [CE 4.439 (4.371)] [KD 4.505 (4.509)] 2024-10-14 15:04:35,005 - Train: 55.05% [688650/1251000] [550.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001280] [CE 4.753 (4.516)] [KD 4.577 (4.515)] 2024-10-14 15:04:42,612 - Train: 55.05% [688700/1251000] [550.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001280] [CE 4.925 (4.515)] [KD 4.619 (4.501)] 2024-10-14 15:04:50,446 - Train: 55.06% [688750/1251000] [550.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001280] [CE 4.622 (4.492)] [KD 4.478 (4.480)] 2024-10-14 15:04:58,171 - Train: 55.06% [688800/1251000] [550.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001280] [CE 4.706 (4.543)] [KD 4.644 (4.561)] 2024-10-14 15:05:06,026 - Train: 55.06% [688850/1251000] [550.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001280] [CE 4.591 (4.501)] [KD 4.762 (4.542)] 2024-10-14 15:05:13,802 - Train: 55.07% [688900/1251000] [550.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001280] [CE 4.756 (4.474)] [KD 4.623 (4.495)] 2024-10-14 15:05:21,526 - Train: 55.07% [688950/1251000] [550.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001279] [CE 4.902 (4.498)] [KD 4.748 (4.509)] 2024-10-14 15:05:29,249 - Train: 55.08% [689000/1251000] [550.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001279] [CE 4.500 (4.502)] [KD 4.801 (4.529)] 2024-10-14 15:05:37,109 - Train: 55.08% [689050/1251000] [550.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001279] [CE 4.694 (4.506)] [KD 4.472 (4.510)] 2024-10-14 15:05:44,875 - Train: 55.08% [689100/1251000] [550.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001279] [CE 4.972 (4.482)] [KD 4.613 (4.510)] 2024-10-14 15:05:52,567 - Train: 55.09% [689150/1251000] [550.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001279] [CE 4.332 (4.455)] [KD 4.210 (4.485)] 2024-10-14 15:06:00,255 - Train: 55.09% [689200/1251000] [550.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001278] [CE 4.611 (4.514)] [KD 4.497 (4.542)] 2024-10-14 15:06:08,126 - Train: 55.10% [689250/1251000] [551.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001278] [CE 4.723 (4.487)] [KD 4.588 (4.495)] 2024-10-14 15:06:15,868 - Train: 55.10% [689300/1251000] [551.0/1000.0] [batch_t 0.140 (0.155)] [data_t 0.003] [optim_t 0.138] [lr 0.001278] [CE 4.499 (4.497)] [KD 4.472 (4.475)] 2024-10-14 15:06:21,645 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34631] [top5_cnt 44551] [top_all 50000] 2024-10-14 15:06:21,645 - net: 69.262 (89.102) 2024-10-14 15:06:27,511 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37124] [top5_cnt 45914] [top_all 50000] 2024-10-14 15:06:27,512 - net_E: 74.248 (91.828) 2024-10-14 15:06:27,648 - Max [top1: 69.492 (epoch: 540)] [top1-ema: 74.248 (epoch: 551)] 2024-10-14 15:06:27,649 - ==> Total time: 1 day, 1:04:10 Eta: 20:25:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:06:42,556 - Train: 55.10% [689350/1251000] [551.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.003] [optim_t 0.148] [lr 0.001278] [CE 3.965 (4.501)] [KD 4.211 (4.452)] 2024-10-14 15:06:50,265 - Train: 55.11% [689400/1251000] [551.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001278] [CE 4.279 (4.512)] [KD 4.180 (4.452)] 2024-10-14 15:06:57,893 - Train: 55.11% [689450/1251000] [551.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001278] [CE 4.558 (4.490)] [KD 4.688 (4.483)] 2024-10-14 15:07:05,674 - Train: 55.12% [689500/1251000] [551.2/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001277] [CE 4.214 (4.428)] [KD 4.253 (4.419)] 2024-10-14 15:07:13,274 - Train: 55.12% [689550/1251000] [551.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001277] [CE 4.618 (4.518)] [KD 4.584 (4.470)] 2024-10-14 15:07:21,131 - Train: 55.12% [689600/1251000] [551.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.001277] [CE 4.784 (4.512)] [KD 4.546 (4.515)] 2024-10-14 15:07:29,244 - Train: 55.13% [689650/1251000] [551.3/1000.0] [batch_t 0.152 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.001277] [CE 4.609 (4.483)] [KD 4.676 (4.488)] 2024-10-14 15:07:37,111 - Train: 55.13% [689700/1251000] [551.3/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.001277] [CE 4.568 (4.502)] [KD 4.469 (4.554)] 2024-10-14 15:07:45,019 - Train: 55.14% [689750/1251000] [551.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.001276] [CE 4.112 (4.551)] [KD 4.175 (4.547)] 2024-10-14 15:07:52,856 - Train: 55.14% [689800/1251000] [551.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001276] [CE 4.656 (4.531)] [KD 4.573 (4.481)] 2024-10-14 15:08:00,458 - Train: 55.14% [689850/1251000] [551.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001276] [CE 4.476 (4.505)] [KD 4.462 (4.477)] 2024-10-14 15:08:08,111 - Train: 55.15% [689900/1251000] [551.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001276] [CE 4.723 (4.412)] [KD 4.516 (4.422)] 2024-10-14 15:08:15,696 - Train: 55.15% [689950/1251000] [551.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.001276] [CE 4.524 (4.529)] [KD 4.581 (4.469)] 2024-10-14 15:08:23,282 - Train: 55.16% [690000/1251000] [551.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001276] [CE 4.601 (4.502)] [KD 4.473 (4.428)] 2024-10-14 15:08:31,214 - Train: 55.16% [690050/1251000] [551.6/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.001275] [CE 4.418 (4.512)] [KD 4.303 (4.539)] 2024-10-14 15:08:39,075 - Train: 55.16% [690100/1251000] [551.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001275] [CE 4.237 (4.546)] [KD 4.176 (4.524)] 2024-10-14 15:08:46,802 - Train: 55.17% [690150/1251000] [551.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001275] [CE 4.531 (4.493)] [KD 4.654 (4.524)] 2024-10-14 15:08:54,615 - Train: 55.17% [690200/1251000] [551.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001275] [CE 4.627 (4.497)] [KD 4.701 (4.507)] 2024-10-14 15:09:02,216 - Train: 55.18% [690250/1251000] [551.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001275] [CE 4.113 (4.470)] [KD 4.306 (4.462)] 2024-10-14 15:09:09,918 - Train: 55.18% [690300/1251000] [551.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001274] [CE 4.152 (4.506)] [KD 4.310 (4.505)] 2024-10-14 15:09:17,587 - Train: 55.18% [690350/1251000] [551.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001274] [CE 4.377 (4.529)] [KD 4.416 (4.478)] 2024-10-14 15:09:25,283 - Train: 55.19% [690400/1251000] [551.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001274] [CE 4.135 (4.474)] [KD 4.142 (4.504)] 2024-10-14 15:09:33,088 - Train: 55.19% [690450/1251000] [551.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001274] [CE 4.400 (4.484)] [KD 4.844 (4.542)] 2024-10-14 15:09:40,908 - Train: 55.20% [690500/1251000] [552.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001274] [CE 4.761 (4.504)] [KD 4.726 (4.516)] 2024-10-14 15:09:48,483 - Train: 55.20% [690550/1251000] [552.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.137] [lr 0.001273] [CE 4.238 (4.533)] [KD 4.181 (4.521)] 2024-10-14 15:09:54,599 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34775] [top5_cnt 44601] [top_all 50000] 2024-10-14 15:09:54,599 - net: 69.550 (89.202) 2024-10-14 15:10:00,351 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37100] [top5_cnt 45917] [top_all 50000] 2024-10-14 15:10:00,351 - net_E: 74.200 (91.834) 2024-10-14 15:10:00,477 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.248 (epoch: 551)] 2024-10-14 15:10:00,477 - ==> Total time: 1 day, 1:07:43 Eta: 20:23:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:10:17,834 - Train: 55.20% [690600/1251000] [552.0/1000.0] [batch_t 0.153 (0.164)] [data_t 0.003] [optim_t 0.150] [lr 0.001273] [CE 4.504 (4.435)] [KD 4.323 (4.419)] 2024-10-14 15:10:25,705 - Train: 55.21% [690650/1251000] [552.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001273] [CE 4.379 (4.478)] [KD 4.266 (4.431)] 2024-10-14 15:10:33,318 - Train: 55.21% [690700/1251000] [552.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001273] [CE 4.170 (4.442)] [KD 4.468 (4.471)] 2024-10-14 15:10:41,085 - Train: 55.22% [690750/1251000] [552.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001273] [CE 5.045 (4.567)] [KD 4.909 (4.494)] 2024-10-14 15:10:48,696 - Train: 55.22% [690800/1251000] [552.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001273] [CE 4.881 (4.476)] [KD 4.447 (4.468)] 2024-10-14 15:10:56,576 - Train: 55.22% [690850/1251000] [552.2/1000.0] [batch_t 0.276 (0.158)] [data_t 0.004] [optim_t 0.272] [lr 0.001272] [CE 3.990 (4.449)] [KD 4.109 (4.466)] 2024-10-14 15:11:04,506 - Train: 55.23% [690900/1251000] [552.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.001272] [CE 4.376 (4.555)] [KD 4.557 (4.571)] 2024-10-14 15:11:12,295 - Train: 55.23% [690950/1251000] [552.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001272] [CE 4.151 (4.514)] [KD 4.396 (4.542)] 2024-10-14 15:11:20,214 - Train: 55.24% [691000/1251000] [552.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001272] [CE 4.537 (4.539)] [KD 4.593 (4.547)] 2024-10-14 15:11:27,993 - Train: 55.24% [691050/1251000] [552.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001272] [CE 4.785 (4.524)] [KD 4.804 (4.480)] 2024-10-14 15:11:35,550 - Train: 55.24% [691100/1251000] [552.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001271] [CE 4.541 (4.512)] [KD 4.560 (4.456)] 2024-10-14 15:11:43,033 - Train: 55.25% [691150/1251000] [552.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001271] [CE 4.674 (4.473)] [KD 4.494 (4.431)] 2024-10-14 15:11:50,721 - Train: 55.25% [691200/1251000] [552.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.006] [optim_t 0.150] [lr 0.001271] [CE 4.214 (4.545)] [KD 4.259 (4.583)] 2024-10-14 15:11:58,445 - Train: 55.26% [691250/1251000] [552.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001271] [CE 4.709 (4.524)] [KD 4.384 (4.535)] 2024-10-14 15:12:06,407 - Train: 55.26% [691300/1251000] [552.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.001271] [CE 4.867 (4.477)] [KD 4.496 (4.488)] 2024-10-14 15:12:14,012 - Train: 55.26% [691350/1251000] [552.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001271] [CE 4.482 (4.559)] [KD 4.481 (4.521)] 2024-10-14 15:12:21,765 - Train: 55.27% [691400/1251000] [552.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001270] [CE 4.203 (4.547)] [KD 4.430 (4.550)] 2024-10-14 15:12:29,387 - Train: 55.27% [691450/1251000] [552.7/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001270] [CE 4.490 (4.550)] [KD 4.413 (4.491)] 2024-10-14 15:12:37,310 - Train: 55.28% [691500/1251000] [552.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001270] [CE 3.985 (4.555)] [KD 4.198 (4.475)] 2024-10-14 15:12:44,958 - Train: 55.28% [691550/1251000] [552.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001270] [CE 4.644 (4.496)] [KD 4.859 (4.562)] 2024-10-14 15:12:52,627 - Train: 55.28% [691600/1251000] [552.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001270] [CE 4.126 (4.512)] [KD 4.269 (4.552)] 2024-10-14 15:13:00,213 - Train: 55.29% [691650/1251000] [552.9/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.001269] [CE 4.165 (4.487)] [KD 4.379 (4.538)] 2024-10-14 15:13:07,990 - Train: 55.29% [691700/1251000] [552.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001269] [CE 4.398 (4.541)] [KD 4.335 (4.496)] 2024-10-14 15:13:15,838 - Train: 55.30% [691750/1251000] [553.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001269] [CE 4.233 (4.518)] [KD 3.996 (4.524)] 2024-10-14 15:13:23,566 - Train: 55.30% [691800/1251000] [553.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.006] [optim_t 0.137] [lr 0.001269] [CE 4.458 (4.497)] [KD 4.664 (4.458)] 2024-10-14 15:13:29,667 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34433] [top5_cnt 44470] [top_all 50000] 2024-10-14 15:13:29,668 - net: 68.866 (88.940) 2024-10-14 15:13:35,452 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37097] [top5_cnt 45935] [top_all 50000] 2024-10-14 15:13:35,453 - net_E: 74.194 (91.870) 2024-10-14 15:13:35,602 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.248 (epoch: 551)] 2024-10-14 15:13:35,602 - ==> Total time: 1 day, 1:11:18 Eta: 20:21:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:13:45,014 - Train: 55.30% [691850/1251000] [553.0/1000.0] [batch_t 0.153 (0.165)] [data_t 0.003] [optim_t 0.150] [lr 0.001269] [CE 4.466 (4.465)] [KD 4.625 (4.435)] 2024-10-14 15:13:52,715 - Train: 55.31% [691900/1251000] [553.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001269] [CE 4.597 (4.466)] [KD 4.488 (4.442)] 2024-10-14 15:14:00,409 - Train: 55.31% [691950/1251000] [553.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001268] [CE 4.257 (4.526)] [KD 4.469 (4.471)] 2024-10-14 15:14:08,106 - Train: 55.32% [692000/1251000] [553.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001268] [CE 4.679 (4.494)] [KD 4.542 (4.490)] 2024-10-14 15:14:15,680 - Train: 55.32% [692050/1251000] [553.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001268] [CE 3.945 (4.517)] [KD 4.253 (4.524)] 2024-10-14 15:14:23,514 - Train: 55.32% [692100/1251000] [553.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.001268] [CE 4.280 (4.529)] [KD 4.466 (4.535)] 2024-10-14 15:14:31,486 - Train: 55.33% [692150/1251000] [553.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001268] [CE 3.971 (4.525)] [KD 4.488 (4.548)] 2024-10-14 15:14:39,067 - Train: 55.33% [692200/1251000] [553.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001267] [CE 4.188 (4.448)] [KD 4.260 (4.466)] 2024-10-14 15:14:46,765 - Train: 55.34% [692250/1251000] [553.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001267] [CE 4.347 (4.483)] [KD 4.451 (4.543)] 2024-10-14 15:14:54,308 - Train: 55.34% [692300/1251000] [553.4/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001267] [CE 4.582 (4.509)] [KD 4.643 (4.489)] 2024-10-14 15:15:01,915 - Train: 55.34% [692350/1251000] [553.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001267] [CE 4.160 (4.493)] [KD 4.531 (4.482)] 2024-10-14 15:15:09,644 - Train: 55.35% [692400/1251000] [553.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001267] [CE 3.796 (4.552)] [KD 4.081 (4.514)] 2024-10-14 15:15:17,523 - Train: 55.35% [692450/1251000] [553.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001267] [CE 4.631 (4.478)] [KD 4.815 (4.487)] 2024-10-14 15:15:25,187 - Train: 55.36% [692500/1251000] [553.6/1000.0] [batch_t 0.275 (0.153)] [data_t 0.004] [optim_t 0.271] [lr 0.001266] [CE 4.569 (4.517)] [KD 4.381 (4.507)] 2024-10-14 15:15:32,808 - Train: 55.36% [692550/1251000] [553.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001266] [CE 4.173 (4.464)] [KD 4.360 (4.433)] 2024-10-14 15:15:40,514 - Train: 55.36% [692600/1251000] [553.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001266] [CE 4.311 (4.483)] [KD 4.258 (4.519)] 2024-10-14 15:15:48,177 - Train: 55.37% [692650/1251000] [553.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001266] [CE 4.193 (4.472)] [KD 4.416 (4.482)] 2024-10-14 15:15:55,711 - Train: 55.37% [692700/1251000] [553.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001266] [CE 4.569 (4.519)] [KD 4.399 (4.465)] 2024-10-14 15:16:03,512 - Train: 55.38% [692750/1251000] [553.8/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.001265] [CE 4.836 (4.499)] [KD 4.712 (4.473)] 2024-10-14 15:16:11,212 - Train: 55.38% [692800/1251000] [553.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001265] [CE 4.429 (4.436)] [KD 4.738 (4.452)] 2024-10-14 15:16:18,991 - Train: 55.38% [692850/1251000] [553.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001265] [CE 4.740 (4.496)] [KD 4.817 (4.491)] 2024-10-14 15:16:26,543 - Train: 55.39% [692900/1251000] [553.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001265] [CE 4.187 (4.502)] [KD 4.445 (4.506)] 2024-10-14 15:16:34,311 - Train: 55.39% [692950/1251000] [553.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001265] [CE 4.766 (4.461)] [KD 4.723 (4.499)] 2024-10-14 15:16:42,212 - Train: 55.40% [693000/1251000] [554.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001264] [CE 4.290 (4.477)] [KD 4.462 (4.502)] 2024-10-14 15:16:49,703 - Train: 55.40% [693050/1251000] [554.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.001264] [CE 4.676 (4.510)] [KD 4.582 (4.487)] 2024-10-14 15:16:56,071 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 34407] [top5_cnt 44384] [top_all 50000] 2024-10-14 15:16:56,071 - net: 68.814 (88.768) 2024-10-14 15:17:01,995 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37057] [top5_cnt 45921] [top_all 50000] 2024-10-14 15:17:01,995 - net_E: 74.114 (91.842) 2024-10-14 15:17:02,139 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.248 (epoch: 551)] 2024-10-14 15:17:02,139 - ==> Total time: 1 day, 1:14:45 Eta: 20:19:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:17:14,545 - Train: 55.40% [693100/1251000] [554.0/1000.0] [batch_t 0.147 (0.162)] [data_t 0.003] [optim_t 0.144] [lr 0.001264] [CE 4.699 (4.438)] [KD 4.676 (4.422)] 2024-10-14 15:17:22,392 - Train: 55.41% [693150/1251000] [554.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001264] [CE 4.339 (4.446)] [KD 4.387 (4.452)] 2024-10-14 15:17:30,112 - Train: 55.41% [693200/1251000] [554.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001264] [CE 4.354 (4.454)] [KD 4.194 (4.468)] 2024-10-14 15:17:37,656 - Train: 55.42% [693250/1251000] [554.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.007] [optim_t 0.147] [lr 0.001264] [CE 4.686 (4.486)] [KD 4.545 (4.480)] 2024-10-14 15:17:45,614 - Train: 55.42% [693300/1251000] [554.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.001263] [CE 4.586 (4.493)] [KD 4.593 (4.477)] 2024-10-14 15:17:53,412 - Train: 55.42% [693350/1251000] [554.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001263] [CE 4.380 (4.496)] [KD 4.459 (4.506)] 2024-10-14 15:18:01,025 - Train: 55.43% [693400/1251000] [554.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001263] [CE 5.027 (4.533)] [KD 4.662 (4.527)] 2024-10-14 15:18:08,872 - Train: 55.43% [693450/1251000] [554.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.001263] [CE 4.415 (4.411)] [KD 4.438 (4.470)] 2024-10-14 15:18:16,485 - Train: 55.44% [693500/1251000] [554.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001263] [CE 4.583 (4.578)] [KD 4.427 (4.516)] 2024-10-14 15:18:24,342 - Train: 55.44% [693550/1251000] [554.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001262] [CE 4.581 (4.404)] [KD 4.716 (4.414)] 2024-10-14 15:18:32,072 - Train: 55.44% [693600/1251000] [554.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001262] [CE 4.300 (4.508)] [KD 4.756 (4.509)] 2024-10-14 15:18:39,869 - Train: 55.45% [693650/1251000] [554.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001262] [CE 4.390 (4.459)] [KD 4.752 (4.449)] 2024-10-14 15:18:47,669 - Train: 55.45% [693700/1251000] [554.5/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.001262] [CE 4.215 (4.450)] [KD 4.575 (4.549)] 2024-10-14 15:18:55,373 - Train: 55.46% [693750/1251000] [554.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001262] [CE 4.459 (4.537)] [KD 4.310 (4.523)] 2024-10-14 15:19:03,204 - Train: 55.46% [693800/1251000] [554.6/1000.0] [batch_t 0.160 (0.157)] [data_t 0.005] [optim_t 0.155] [lr 0.001262] [CE 4.365 (4.516)] [KD 4.488 (4.567)] 2024-10-14 15:19:11,220 - Train: 55.46% [693850/1251000] [554.6/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.001261] [CE 4.621 (4.468)] [KD 4.449 (4.458)] 2024-10-14 15:19:18,815 - Train: 55.47% [693900/1251000] [554.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001261] [CE 4.338 (4.487)] [KD 4.148 (4.510)] 2024-10-14 15:19:26,517 - Train: 55.47% [693950/1251000] [554.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001261] [CE 4.304 (4.525)] [KD 4.358 (4.525)] 2024-10-14 15:19:34,213 - Train: 55.48% [694000/1251000] [554.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001261] [CE 4.653 (4.502)] [KD 4.301 (4.452)] 2024-10-14 15:19:41,959 - Train: 55.48% [694050/1251000] [554.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001261] [CE 4.786 (4.523)] [KD 4.376 (4.451)] 2024-10-14 15:19:49,700 - Train: 55.48% [694100/1251000] [554.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001260] [CE 4.290 (4.449)] [KD 4.533 (4.476)] 2024-10-14 15:19:57,463 - Train: 55.49% [694150/1251000] [554.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001260] [CE 5.101 (4.418)] [KD 4.796 (4.436)] 2024-10-14 15:20:05,147 - Train: 55.49% [694200/1251000] [554.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001260] [CE 4.634 (4.538)] [KD 4.384 (4.480)] 2024-10-14 15:20:12,859 - Train: 55.50% [694250/1251000] [555.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001260] [CE 4.644 (4.526)] [KD 4.795 (4.497)] 2024-10-14 15:20:20,528 - Train: 55.50% [694300/1251000] [555.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.001260] [CE 4.680 (4.505)] [KD 4.603 (4.518)] 2024-10-14 15:20:27,106 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 34129] [top5_cnt 44323] [top_all 50000] 2024-10-14 15:20:27,107 - net: 68.258 (88.646) 2024-10-14 15:20:32,863 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37088] [top5_cnt 45930] [top_all 50000] 2024-10-14 15:20:32,864 - net_E: 74.176 (91.860) 2024-10-14 15:20:32,994 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.248 (epoch: 551)] 2024-10-14 15:20:32,994 - ==> Total time: 1 day, 1:18:16 Eta: 20:17:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:20:46,921 - Train: 55.50% [694350/1251000] [555.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.005] [optim_t 0.146] [lr 0.001260] [CE 4.724 (4.439)] [KD 4.633 (4.447)] 2024-10-14 15:20:54,716 - Train: 55.51% [694400/1251000] [555.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001259] [CE 4.732 (4.503)] [KD 4.586 (4.394)] 2024-10-14 15:21:02,470 - Train: 55.51% [694450/1251000] [555.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001259] [CE 4.207 (4.477)] [KD 4.500 (4.413)] 2024-10-14 15:21:10,405 - Train: 55.52% [694500/1251000] [555.2/1000.0] [batch_t 0.158 (0.159)] [data_t 0.005] [optim_t 0.154] [lr 0.001259] [CE 4.366 (4.529)] [KD 4.224 (4.377)] 2024-10-14 15:21:18,120 - Train: 55.52% [694550/1251000] [555.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001259] [CE 4.687 (4.529)] [KD 4.531 (4.511)] 2024-10-14 15:21:25,809 - Train: 55.52% [694600/1251000] [555.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001259] [CE 4.404 (4.627)] [KD 4.563 (4.492)] 2024-10-14 15:21:33,341 - Train: 55.53% [694650/1251000] [555.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001258] [CE 4.675 (4.534)] [KD 4.495 (4.512)] 2024-10-14 15:21:40,908 - Train: 55.53% [694700/1251000] [555.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001258] [CE 4.765 (4.538)] [KD 4.480 (4.441)] 2024-10-14 15:21:48,550 - Train: 55.54% [694750/1251000] [555.4/1000.0] [batch_t 0.243 (0.153)] [data_t 0.004] [optim_t 0.239] [lr 0.001258] [CE 4.946 (4.526)] [KD 4.739 (4.471)] 2024-10-14 15:21:56,392 - Train: 55.54% [694800/1251000] [555.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001258] [CE 4.502 (4.505)] [KD 4.565 (4.514)] 2024-10-14 15:22:04,190 - Train: 55.54% [694850/1251000] [555.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001258] [CE 4.851 (4.509)] [KD 4.651 (4.551)] 2024-10-14 15:22:11,982 - Train: 55.55% [694900/1251000] [555.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001258] [CE 4.859 (4.499)] [KD 4.769 (4.473)] 2024-10-14 15:22:19,548 - Train: 55.55% [694950/1251000] [555.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001257] [CE 4.276 (4.442)] [KD 4.027 (4.492)] 2024-10-14 15:22:27,127 - Train: 55.56% [695000/1251000] [555.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001257] [CE 4.499 (4.531)] [KD 4.442 (4.505)] 2024-10-14 15:22:34,843 - Train: 55.56% [695050/1251000] [555.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001257] [CE 4.468 (4.541)] [KD 4.360 (4.531)] 2024-10-14 15:22:42,621 - Train: 55.56% [695100/1251000] [555.6/1000.0] [batch_t 0.254 (0.155)] [data_t 0.003] [optim_t 0.252] [lr 0.001257] [CE 4.419 (4.469)] [KD 4.525 (4.473)] 2024-10-14 15:22:50,337 - Train: 55.57% [695150/1251000] [555.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001257] [CE 5.125 (4.544)] [KD 5.132 (4.539)] 2024-10-14 15:22:58,038 - Train: 55.57% [695200/1251000] [555.7/1000.0] [batch_t 0.159 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.001256] [CE 4.604 (4.524)] [KD 4.463 (4.519)] 2024-10-14 15:23:05,810 - Train: 55.58% [695250/1251000] [555.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001256] [CE 3.970 (4.445)] [KD 4.124 (4.447)] 2024-10-14 15:23:13,639 - Train: 55.58% [695300/1251000] [555.8/1000.0] [batch_t 0.263 (0.156)] [data_t 0.003] [optim_t 0.261] [lr 0.001256] [CE 4.266 (4.478)] [KD 4.641 (4.459)] 2024-10-14 15:23:21,292 - Train: 55.58% [695350/1251000] [555.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001256] [CE 4.156 (4.457)] [KD 4.344 (4.480)] 2024-10-14 15:23:29,082 - Train: 55.59% [695400/1251000] [555.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001256] [CE 4.722 (4.529)] [KD 4.468 (4.525)] 2024-10-14 15:23:36,828 - Train: 55.59% [695450/1251000] [555.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001255] [CE 4.504 (4.511)] [KD 4.623 (4.522)] 2024-10-14 15:23:44,423 - Train: 55.60% [695500/1251000] [556.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001255] [CE 4.561 (4.527)] [KD 4.722 (4.566)] 2024-10-14 15:23:51,958 - Train: 55.60% [695550/1251000] [556.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001255] [CE 4.745 (4.446)] [KD 4.828 (4.461)] 2024-10-14 15:23:58,421 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34410] [top5_cnt 44444] [top_all 50000] 2024-10-14 15:23:58,421 - net: 68.820 (88.888) 2024-10-14 15:24:04,315 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37138] [top5_cnt 45919] [top_all 50000] 2024-10-14 15:24:04,315 - net_E: 74.276 (91.838) 2024-10-14 15:24:04,470 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.276 (epoch: 556)] 2024-10-14 15:24:04,470 - ==> Total time: 1 day, 1:21:47 Eta: 20:15:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:24:19,883 - Train: 55.60% [695600/1251000] [556.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.004] [optim_t 0.146] [lr 0.001255] [CE 4.572 (4.499)] [KD 4.640 (4.456)] 2024-10-14 15:24:27,707 - Train: 55.61% [695650/1251000] [556.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001255] [CE 4.322 (4.571)] [KD 4.286 (4.479)] 2024-10-14 15:24:35,712 - Train: 55.61% [695700/1251000] [556.1/1000.0] [batch_t 0.153 (0.160)] [data_t 0.003] [optim_t 0.150] [lr 0.001255] [CE 4.476 (4.465)] [KD 4.675 (4.501)] 2024-10-14 15:24:43,720 - Train: 55.62% [695750/1251000] [556.2/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.001254] [CE 4.226 (4.504)] [KD 4.367 (4.464)] 2024-10-14 15:24:51,277 - Train: 55.62% [695800/1251000] [556.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.001254] [CE 4.512 (4.490)] [KD 4.340 (4.487)] 2024-10-14 15:24:58,866 - Train: 55.62% [695850/1251000] [556.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001254] [CE 4.865 (4.477)] [KD 4.619 (4.437)] 2024-10-14 15:25:06,429 - Train: 55.63% [695900/1251000] [556.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001254] [CE 4.840 (4.487)] [KD 4.591 (4.444)] 2024-10-14 15:25:14,115 - Train: 55.63% [695950/1251000] [556.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001254] [CE 4.673 (4.538)] [KD 4.635 (4.477)] 2024-10-14 15:25:21,676 - Train: 55.64% [696000/1251000] [556.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.001253] [CE 4.602 (4.513)] [KD 4.501 (4.473)] 2024-10-14 15:25:29,784 - Train: 55.64% [696050/1251000] [556.4/1000.0] [batch_t 0.152 (0.162)] [data_t 0.004] [optim_t 0.148] [lr 0.001253] [CE 4.324 (4.392)] [KD 4.638 (4.405)] 2024-10-14 15:25:37,535 - Train: 55.64% [696100/1251000] [556.4/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.001253] [CE 4.471 (4.587)] [KD 4.338 (4.551)] 2024-10-14 15:25:45,272 - Train: 55.65% [696150/1251000] [556.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.001253] [CE 4.525 (4.486)] [KD 4.558 (4.491)] 2024-10-14 15:25:53,006 - Train: 55.65% [696200/1251000] [556.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001253] [CE 4.447 (4.493)] [KD 4.446 (4.495)] 2024-10-14 15:26:00,690 - Train: 55.66% [696250/1251000] [556.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001253] [CE 4.718 (4.486)] [KD 4.259 (4.454)] 2024-10-14 15:26:08,295 - Train: 55.66% [696300/1251000] [556.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001252] [CE 5.035 (4.479)] [KD 4.456 (4.442)] 2024-10-14 15:26:16,196 - Train: 55.66% [696350/1251000] [556.6/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.001252] [CE 4.539 (4.499)] [KD 4.587 (4.521)] 2024-10-14 15:26:24,080 - Train: 55.67% [696400/1251000] [556.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.001252] [CE 4.190 (4.552)] [KD 4.262 (4.523)] 2024-10-14 15:26:31,849 - Train: 55.67% [696450/1251000] [556.7/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.001252] [CE 4.215 (4.484)] [KD 4.362 (4.486)] 2024-10-14 15:26:39,501 - Train: 55.68% [696500/1251000] [556.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001252] [CE 4.643 (4.458)] [KD 4.540 (4.480)] 2024-10-14 15:26:47,363 - Train: 55.68% [696550/1251000] [556.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001251] [CE 4.581 (4.515)] [KD 4.299 (4.475)] 2024-10-14 15:26:55,273 - Train: 55.68% [696600/1251000] [556.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.001251] [CE 4.083 (4.431)] [KD 4.086 (4.457)] 2024-10-14 15:27:02,986 - Train: 55.69% [696650/1251000] [556.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001251] [CE 4.221 (4.482)] [KD 4.521 (4.484)] 2024-10-14 15:27:10,760 - Train: 55.69% [696700/1251000] [556.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001251] [CE 5.048 (4.485)] [KD 4.888 (4.488)] 2024-10-14 15:27:18,408 - Train: 55.70% [696750/1251000] [557.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001251] [CE 4.495 (4.511)] [KD 4.357 (4.446)] 2024-10-14 15:27:26,271 - Train: 55.70% [696800/1251000] [557.0/1000.0] [batch_t 0.143 (0.157)] [data_t 0.005] [optim_t 0.138] [lr 0.001251] [CE 4.391 (4.576)] [KD 4.586 (4.548)] 2024-10-14 15:27:33,101 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34528] [top5_cnt 44472] [top_all 50000] 2024-10-14 15:27:33,102 - net: 69.056 (88.944) 2024-10-14 15:27:39,118 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37130] [top5_cnt 45932] [top_all 50000] 2024-10-14 15:27:39,118 - net_E: 74.260 (91.864) 2024-10-14 15:27:39,288 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.276 (epoch: 556)] 2024-10-14 15:27:39,288 - ==> Total time: 1 day, 1:25:22 Eta: 20:13:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:27:48,360 - Train: 55.70% [696850/1251000] [557.0/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.149] [lr 0.001250] [CE 5.113 (4.498)] [KD 4.601 (4.419)] 2024-10-14 15:27:55,995 - Train: 55.71% [696900/1251000] [557.1/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001250] [CE 4.025 (4.512)] [KD 4.173 (4.431)] 2024-10-14 15:28:04,189 - Train: 55.71% [696950/1251000] [557.1/1000.0] [batch_t 0.151 (0.164)] [data_t 0.003] [optim_t 0.148] [lr 0.001250] [CE 4.795 (4.546)] [KD 4.584 (4.548)] 2024-10-14 15:28:11,834 - Train: 55.72% [697000/1251000] [557.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001250] [CE 4.663 (4.550)] [KD 4.285 (4.478)] 2024-10-14 15:28:19,548 - Train: 55.72% [697050/1251000] [557.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001250] [CE 4.372 (4.423)] [KD 4.465 (4.417)] 2024-10-14 15:28:27,284 - Train: 55.72% [697100/1251000] [557.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.001249] [CE 4.299 (4.483)] [KD 4.379 (4.438)] 2024-10-14 15:28:34,942 - Train: 55.73% [697150/1251000] [557.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001249] [CE 4.421 (4.507)] [KD 4.662 (4.511)] 2024-10-14 15:28:42,836 - Train: 55.73% [697200/1251000] [557.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001249] [CE 4.653 (4.429)] [KD 4.705 (4.463)] 2024-10-14 15:28:50,810 - Train: 55.74% [697250/1251000] [557.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.001249] [CE 4.773 (4.471)] [KD 4.757 (4.520)] 2024-10-14 15:28:58,439 - Train: 55.74% [697300/1251000] [557.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001249] [CE 4.568 (4.446)] [KD 4.515 (4.493)] 2024-10-14 15:29:06,209 - Train: 55.74% [697350/1251000] [557.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001249] [CE 4.783 (4.464)] [KD 4.474 (4.460)] 2024-10-14 15:29:14,145 - Train: 55.75% [697400/1251000] [557.5/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.001248] [CE 4.908 (4.519)] [KD 4.605 (4.500)] 2024-10-14 15:29:21,860 - Train: 55.75% [697450/1251000] [557.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001248] [CE 4.219 (4.494)] [KD 4.444 (4.494)] 2024-10-14 15:29:29,461 - Train: 55.76% [697500/1251000] [557.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001248] [CE 3.992 (4.557)] [KD 4.495 (4.525)] 2024-10-14 15:29:37,358 - Train: 55.76% [697550/1251000] [557.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001248] [CE 4.440 (4.478)] [KD 4.445 (4.456)] 2024-10-14 15:29:45,036 - Train: 55.76% [697600/1251000] [557.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001248] [CE 4.794 (4.523)] [KD 4.843 (4.549)] 2024-10-14 15:29:52,854 - Train: 55.77% [697650/1251000] [557.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001247] [CE 4.514 (4.562)] [KD 4.499 (4.505)] 2024-10-14 15:30:00,599 - Train: 55.77% [697700/1251000] [557.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001247] [CE 4.646 (4.411)] [KD 4.490 (4.389)] 2024-10-14 15:30:08,388 - Train: 55.78% [697750/1251000] [557.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001247] [CE 4.753 (4.484)] [KD 4.618 (4.396)] 2024-10-14 15:30:16,410 - Train: 55.78% [697800/1251000] [557.8/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.001247] [CE 4.967 (4.601)] [KD 4.527 (4.449)] 2024-10-14 15:30:24,232 - Train: 55.78% [697850/1251000] [557.8/1000.0] [batch_t 0.161 (0.156)] [data_t 0.005] [optim_t 0.156] [lr 0.001247] [CE 4.924 (4.516)] [KD 4.766 (4.509)] 2024-10-14 15:30:31,944 - Train: 55.79% [697900/1251000] [557.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001246] [CE 4.583 (4.559)] [KD 4.284 (4.532)] 2024-10-14 15:30:39,545 - Train: 55.79% [697950/1251000] [557.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001246] [CE 4.659 (4.412)] [KD 4.509 (4.444)] 2024-10-14 15:30:47,147 - Train: 55.80% [698000/1251000] [558.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001246] [CE 3.983 (4.451)] [KD 4.083 (4.442)] 2024-10-14 15:30:54,816 - Train: 55.80% [698050/1251000] [558.0/1000.0] [batch_t 0.143 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.001246] [CE 4.362 (4.492)] [KD 4.578 (4.511)] 2024-10-14 15:31:02,044 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 34636] [top5_cnt 44483] [top_all 50000] 2024-10-14 15:31:02,044 - net: 69.272 (88.966) 2024-10-14 15:31:08,051 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37149] [top5_cnt 45938] [top_all 50000] 2024-10-14 15:31:08,052 - net_E: 74.298 (91.876) 2024-10-14 15:31:08,208 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.298 (epoch: 558)] 2024-10-14 15:31:08,208 - ==> Total time: 1 day, 1:28:51 Eta: 20:11:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:31:21,440 - Train: 55.80% [698100/1251000] [558.0/1000.0] [batch_t 0.164 (0.173)] [data_t 0.004] [optim_t 0.161] [lr 0.001246] [CE 4.469 (4.554)] [KD 4.417 (4.472)] 2024-10-14 15:31:29,564 - Train: 55.81% [698150/1251000] [558.1/1000.0] [batch_t 0.291 (0.162)] [data_t 0.004] [optim_t 0.287] [lr 0.001246] [CE 4.276 (4.354)] [KD 4.406 (4.452)] 2024-10-14 15:31:37,216 - Train: 55.81% [698200/1251000] [558.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001245] [CE 4.409 (4.509)] [KD 4.438 (4.468)] 2024-10-14 15:31:45,070 - Train: 55.82% [698250/1251000] [558.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001245] [CE 4.605 (4.530)] [KD 4.423 (4.460)] 2024-10-14 15:31:52,654 - Train: 55.82% [698300/1251000] [558.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001245] [CE 3.955 (4.489)] [KD 4.102 (4.464)] 2024-10-14 15:32:00,218 - Train: 55.82% [698350/1251000] [558.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001245] [CE 4.325 (4.432)] [KD 4.489 (4.403)] 2024-10-14 15:32:07,794 - Train: 55.83% [698400/1251000] [558.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001245] [CE 4.557 (4.522)] [KD 4.691 (4.426)] 2024-10-14 15:32:15,531 - Train: 55.83% [698450/1251000] [558.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.001244] [CE 4.283 (4.479)] [KD 4.381 (4.435)] 2024-10-14 15:32:23,243 - Train: 55.84% [698500/1251000] [558.4/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001244] [CE 4.724 (4.476)] [KD 4.682 (4.466)] 2024-10-14 15:32:31,084 - Train: 55.84% [698550/1251000] [558.4/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.001244] [CE 4.526 (4.513)] [KD 4.318 (4.444)] 2024-10-14 15:32:39,121 - Train: 55.84% [698600/1251000] [558.4/1000.0] [batch_t 0.155 (0.161)] [data_t 0.004] [optim_t 0.151] [lr 0.001244] [CE 4.492 (4.508)] [KD 4.593 (4.445)] 2024-10-14 15:32:46,772 - Train: 55.85% [698650/1251000] [558.5/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001244] [CE 4.378 (4.492)] [KD 4.228 (4.468)] 2024-10-14 15:32:54,495 - Train: 55.85% [698700/1251000] [558.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001244] [CE 4.448 (4.551)] [KD 4.252 (4.493)] 2024-10-14 15:33:02,185 - Train: 55.86% [698750/1251000] [558.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001243] [CE 4.067 (4.512)] [KD 4.392 (4.488)] 2024-10-14 15:33:10,093 - Train: 55.86% [698800/1251000] [558.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001243] [CE 4.701 (4.476)] [KD 4.507 (4.407)] 2024-10-14 15:33:17,775 - Train: 55.86% [698850/1251000] [558.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.001243] [CE 4.881 (4.482)] [KD 4.994 (4.453)] 2024-10-14 15:33:25,568 - Train: 55.87% [698900/1251000] [558.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001243] [CE 4.654 (4.438)] [KD 4.360 (4.451)] 2024-10-14 15:33:33,471 - Train: 55.87% [698950/1251000] [558.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.001243] [CE 4.486 (4.577)] [KD 4.507 (4.514)] 2024-10-14 15:33:41,486 - Train: 55.88% [699000/1251000] [558.8/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.001242] [CE 4.491 (4.486)] [KD 4.329 (4.405)] 2024-10-14 15:33:49,387 - Train: 55.88% [699050/1251000] [558.8/1000.0] [batch_t 0.166 (0.158)] [data_t 0.003] [optim_t 0.162] [lr 0.001242] [CE 4.713 (4.524)] [KD 4.695 (4.471)] 2024-10-14 15:33:57,238 - Train: 55.88% [699100/1251000] [558.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001242] [CE 4.325 (4.489)] [KD 4.156 (4.432)] 2024-10-14 15:34:05,099 - Train: 55.89% [699150/1251000] [558.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001242] [CE 4.758 (4.478)] [KD 4.565 (4.486)] 2024-10-14 15:34:12,694 - Train: 55.89% [699200/1251000] [558.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001242] [CE 4.540 (4.546)] [KD 4.519 (4.513)] 2024-10-14 15:34:20,451 - Train: 55.90% [699250/1251000] [559.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001242] [CE 4.315 (4.581)] [KD 4.421 (4.504)] 2024-10-14 15:34:28,332 - Train: 55.90% [699300/1251000] [559.0/1000.0] [batch_t 0.144 (0.158)] [data_t 0.006] [optim_t 0.137] [lr 0.001241] [CE 4.567 (4.483)] [KD 4.246 (4.478)] 2024-10-14 15:34:35,350 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34719] [top5_cnt 44589] [top_all 50000] 2024-10-14 15:34:35,351 - net: 69.438 (89.178) 2024-10-14 15:34:41,290 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37168] [top5_cnt 45953] [top_all 50000] 2024-10-14 15:34:41,291 - net_E: 74.336 (91.906) 2024-10-14 15:34:41,487 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:34:41,488 - ==> Total time: 1 day, 1:32:24 Eta: 20:08:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:34:55,359 - Train: 55.90% [699350/1251000] [559.0/1000.0] [batch_t 0.275 (0.166)] [data_t 0.003] [optim_t 0.272] [lr 0.001241] [CE 4.617 (4.502)] [KD 4.618 (4.392)] 2024-10-14 15:35:03,382 - Train: 55.91% [699400/1251000] [559.1/1000.0] [batch_t 0.147 (0.160)] [data_t 0.003] [optim_t 0.144] [lr 0.001241] [CE 4.710 (4.502)] [KD 4.529 (4.477)] 2024-10-14 15:35:11,068 - Train: 55.91% [699450/1251000] [559.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001241] [CE 4.918 (4.524)] [KD 4.582 (4.455)] 2024-10-14 15:35:18,657 - Train: 55.92% [699500/1251000] [559.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001241] [CE 4.529 (4.437)] [KD 4.303 (4.410)] 2024-10-14 15:35:26,546 - Train: 55.92% [699550/1251000] [559.2/1000.0] [batch_t 0.272 (0.158)] [data_t 0.005] [optim_t 0.267] [lr 0.001240] [CE 4.762 (4.532)] [KD 4.623 (4.481)] 2024-10-14 15:35:34,316 - Train: 55.92% [699600/1251000] [559.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001240] [CE 4.999 (4.498)] [KD 4.927 (4.446)] 2024-10-14 15:35:41,933 - Train: 55.93% [699650/1251000] [559.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001240] [CE 4.449 (4.550)] [KD 4.402 (4.574)] 2024-10-14 15:35:49,632 - Train: 55.93% [699700/1251000] [559.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001240] [CE 4.822 (4.470)] [KD 4.506 (4.468)] 2024-10-14 15:35:57,252 - Train: 55.94% [699750/1251000] [559.4/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.001240] [CE 4.726 (4.518)] [KD 4.675 (4.495)] 2024-10-14 15:36:05,228 - Train: 55.94% [699800/1251000] [559.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.001240] [CE 5.031 (4.507)] [KD 4.779 (4.491)] 2024-10-14 15:36:13,180 - Train: 55.94% [699850/1251000] [559.4/1000.0] [batch_t 0.147 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001239] [CE 4.429 (4.516)] [KD 4.460 (4.477)] 2024-10-14 15:36:20,807 - Train: 55.95% [699900/1251000] [559.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001239] [CE 4.944 (4.451)] [KD 4.573 (4.498)] 2024-10-14 15:36:28,487 - Train: 55.95% [699950/1251000] [559.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001239] [CE 4.569 (4.508)] [KD 4.627 (4.497)] 2024-10-14 15:36:36,094 - Train: 55.96% [700000/1251000] [559.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001239] [CE 4.698 (4.549)] [KD 4.681 (4.497)] 2024-10-14 15:36:43,775 - Train: 55.96% [700050/1251000] [559.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001239] [CE 4.444 (4.504)] [KD 4.731 (4.437)] 2024-10-14 15:36:51,576 - Train: 55.96% [700100/1251000] [559.6/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.157] [lr 0.001238] [CE 4.901 (4.471)] [KD 4.637 (4.417)] 2024-10-14 15:36:59,171 - Train: 55.97% [700150/1251000] [559.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001238] [CE 4.578 (4.471)] [KD 4.431 (4.478)] 2024-10-14 15:37:06,909 - Train: 55.97% [700200/1251000] [559.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.006] [optim_t 0.150] [lr 0.001238] [CE 4.621 (4.517)] [KD 4.533 (4.482)] 2024-10-14 15:37:15,044 - Train: 55.98% [700250/1251000] [559.8/1000.0] [batch_t 0.152 (0.163)] [data_t 0.004] [optim_t 0.148] [lr 0.001238] [CE 4.298 (4.510)] [KD 4.243 (4.479)] 2024-10-14 15:37:22,785 - Train: 55.98% [700300/1251000] [559.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001238] [CE 4.588 (4.577)] [KD 4.800 (4.499)] 2024-10-14 15:37:30,572 - Train: 55.98% [700350/1251000] [559.8/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.001238] [CE 4.296 (4.546)] [KD 4.457 (4.518)] 2024-10-14 15:37:38,321 - Train: 55.99% [700400/1251000] [559.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001237] [CE 4.687 (4.527)] [KD 4.844 (4.449)] 2024-10-14 15:37:45,956 - Train: 55.99% [700450/1251000] [559.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001237] [CE 4.460 (4.526)] [KD 4.353 (4.448)] 2024-10-14 15:37:53,546 - Train: 56.00% [700500/1251000] [560.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001237] [CE 4.616 (4.466)] [KD 4.461 (4.474)] 2024-10-14 15:38:01,124 - Train: 56.00% [700550/1251000] [560.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.006] [optim_t 0.141] [lr 0.001237] [CE 4.543 (4.508)] [KD 4.449 (4.443)] 2024-10-14 15:38:08,285 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 34490] [top5_cnt 44541] [top_all 50000] 2024-10-14 15:38:08,286 - net: 68.980 (89.082) 2024-10-14 15:38:14,196 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37137] [top5_cnt 45959] [top_all 50000] 2024-10-14 15:38:14,197 - net_E: 74.274 (91.918) 2024-10-14 15:38:14,363 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:38:14,364 - ==> Total time: 1 day, 1:35:57 Eta: 20:06:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:38:23,124 - Train: 56.00% [700600/1251000] [560.0/1000.0] [batch_t 0.155 (0.171)] [data_t 0.004] [optim_t 0.151] [lr 0.001237] [CE 4.879 (4.511)] [KD 4.855 (4.483)] 2024-10-14 15:38:31,412 - Train: 56.01% [700650/1251000] [560.1/1000.0] [batch_t 0.308 (0.166)] [data_t 0.003] [optim_t 0.305] [lr 0.001236] [CE 4.352 (4.446)] [KD 4.463 (4.390)] 2024-10-14 15:38:39,014 - Train: 56.01% [700700/1251000] [560.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001236] [CE 3.790 (4.512)] [KD 4.237 (4.435)] 2024-10-14 15:38:46,653 - Train: 56.02% [700750/1251000] [560.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001236] [CE 4.522 (4.508)] [KD 4.554 (4.453)] 2024-10-14 15:38:54,281 - Train: 56.02% [700800/1251000] [560.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001236] [CE 4.259 (4.370)] [KD 4.448 (4.426)] 2024-10-14 15:39:02,044 - Train: 56.02% [700850/1251000] [560.2/1000.0] [batch_t 0.161 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.001236] [CE 4.866 (4.563)] [KD 4.581 (4.445)] 2024-10-14 15:39:10,086 - Train: 56.03% [700900/1251000] [560.3/1000.0] [batch_t 0.155 (0.161)] [data_t 0.004] [optim_t 0.151] [lr 0.001235] [CE 4.376 (4.486)] [KD 4.592 (4.453)] 2024-10-14 15:39:18,037 - Train: 56.03% [700950/1251000] [560.3/1000.0] [batch_t 0.278 (0.159)] [data_t 0.003] [optim_t 0.276] [lr 0.001235] [CE 4.432 (4.476)] [KD 4.226 (4.426)] 2024-10-14 15:39:25,610 - Train: 56.04% [701000/1251000] [560.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.143] [lr 0.001235] [CE 4.220 (4.475)] [KD 4.164 (4.452)] 2024-10-14 15:39:33,441 - Train: 56.04% [701050/1251000] [560.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001235] [CE 4.672 (4.539)] [KD 4.748 (4.468)] 2024-10-14 15:39:40,983 - Train: 56.04% [701100/1251000] [560.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001235] [CE 4.538 (4.475)] [KD 4.399 (4.490)] 2024-10-14 15:39:48,540 - Train: 56.05% [701150/1251000] [560.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001235] [CE 4.312 (4.444)] [KD 4.416 (4.466)] 2024-10-14 15:39:56,332 - Train: 56.05% [701200/1251000] [560.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001234] [CE 4.723 (4.492)] [KD 4.507 (4.516)] 2024-10-14 15:40:04,300 - Train: 56.06% [701250/1251000] [560.6/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.001234] [CE 4.335 (4.521)] [KD 4.065 (4.477)] 2024-10-14 15:40:12,000 - Train: 56.06% [701300/1251000] [560.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001234] [CE 4.365 (4.504)] [KD 4.398 (4.426)] 2024-10-14 15:40:19,602 - Train: 56.06% [701350/1251000] [560.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001234] [CE 4.430 (4.534)] [KD 4.734 (4.467)] 2024-10-14 15:40:27,162 - Train: 56.07% [701400/1251000] [560.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.001234] [CE 4.414 (4.520)] [KD 4.220 (4.453)] 2024-10-14 15:40:34,997 - Train: 56.07% [701450/1251000] [560.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001233] [CE 4.290 (4.480)] [KD 4.445 (4.410)] 2024-10-14 15:40:42,831 - Train: 56.08% [701500/1251000] [560.8/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.001233] [CE 4.185 (4.486)] [KD 4.394 (4.449)] 2024-10-14 15:40:50,593 - Train: 56.08% [701550/1251000] [560.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001233] [CE 4.623 (4.587)] [KD 4.664 (4.507)] 2024-10-14 15:40:58,497 - Train: 56.08% [701600/1251000] [560.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001233] [CE 4.743 (4.508)] [KD 4.694 (4.470)] 2024-10-14 15:41:06,247 - Train: 56.09% [701650/1251000] [560.9/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.001233] [CE 4.343 (4.457)] [KD 4.403 (4.480)] 2024-10-14 15:41:13,846 - Train: 56.09% [701700/1251000] [560.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001233] [CE 4.830 (4.422)] [KD 4.715 (4.413)] 2024-10-14 15:41:21,466 - Train: 56.10% [701750/1251000] [561.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001232] [CE 5.025 (4.495)] [KD 4.707 (4.488)] 2024-10-14 15:41:29,044 - Train: 56.10% [701800/1251000] [561.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.005] [optim_t 0.139] [lr 0.001232] [CE 4.808 (4.504)] [KD 4.669 (4.485)] 2024-10-14 15:41:36,513 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34518] [top5_cnt 44391] [top_all 50000] 2024-10-14 15:41:36,514 - net: 69.036 (88.782) 2024-10-14 15:41:42,289 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 37147] [top5_cnt 45952] [top_all 50000] 2024-10-14 15:41:42,290 - net_E: 74.294 (91.904) 2024-10-14 15:41:42,431 - Max [top1: 69.550 (epoch: 552)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:41:42,432 - ==> Total time: 1 day, 1:39:25 Eta: 20:04:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:41:51,356 - Train: 56.10% [701850/1251000] [561.0/1000.0] [batch_t 0.151 (0.170)] [data_t 0.004] [optim_t 0.146] [lr 0.001232] [CE 4.742 (4.537)] [KD 4.397 (4.503)] 2024-10-14 15:41:59,332 - Train: 56.11% [701900/1251000] [561.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.001232] [CE 4.937 (4.473)] [KD 4.483 (4.448)] 2024-10-14 15:42:07,071 - Train: 56.11% [701950/1251000] [561.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001232] [CE 4.728 (4.520)] [KD 4.697 (4.498)] 2024-10-14 15:42:14,670 - Train: 56.12% [702000/1251000] [561.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001231] [CE 4.478 (4.408)] [KD 4.270 (4.377)] 2024-10-14 15:42:22,295 - Train: 56.12% [702050/1251000] [561.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001231] [CE 4.580 (4.441)] [KD 4.588 (4.425)] 2024-10-14 15:42:30,004 - Train: 56.12% [702100/1251000] [561.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.001231] [CE 4.351 (4.526)] [KD 4.270 (4.429)] 2024-10-14 15:42:37,950 - Train: 56.13% [702150/1251000] [561.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001231] [CE 4.028 (4.472)] [KD 4.380 (4.449)] 2024-10-14 15:42:45,532 - Train: 56.13% [702200/1251000] [561.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001231] [CE 5.068 (4.545)] [KD 4.403 (4.499)] 2024-10-14 15:42:53,376 - Train: 56.14% [702250/1251000] [561.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001231] [CE 4.762 (4.463)] [KD 4.411 (4.412)] 2024-10-14 15:43:01,100 - Train: 56.14% [702300/1251000] [561.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001230] [CE 4.895 (4.537)] [KD 4.620 (4.453)] 2024-10-14 15:43:08,882 - Train: 56.14% [702350/1251000] [561.4/1000.0] [batch_t 0.164 (0.156)] [data_t 0.004] [optim_t 0.160] [lr 0.001230] [CE 5.095 (4.507)] [KD 4.714 (4.489)] 2024-10-14 15:43:16,619 - Train: 56.15% [702400/1251000] [561.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001230] [CE 4.586 (4.444)] [KD 4.352 (4.437)] 2024-10-14 15:43:24,479 - Train: 56.15% [702450/1251000] [561.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.001230] [CE 4.480 (4.527)] [KD 4.541 (4.439)] 2024-10-14 15:43:32,384 - Train: 56.16% [702500/1251000] [561.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001230] [CE 4.448 (4.442)] [KD 4.321 (4.409)] 2024-10-14 15:43:40,076 - Train: 56.16% [702550/1251000] [561.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001229] [CE 5.005 (4.487)] [KD 4.545 (4.371)] 2024-10-14 15:43:47,713 - Train: 56.16% [702600/1251000] [561.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001229] [CE 4.598 (4.463)] [KD 4.597 (4.432)] 2024-10-14 15:43:55,288 - Train: 56.17% [702650/1251000] [561.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001229] [CE 4.994 (4.486)] [KD 4.599 (4.476)] 2024-10-14 15:44:03,269 - Train: 56.17% [702700/1251000] [561.7/1000.0] [batch_t 0.159 (0.160)] [data_t 0.003] [optim_t 0.155] [lr 0.001229] [CE 4.494 (4.509)] [KD 4.319 (4.464)] 2024-10-14 15:44:11,083 - Train: 56.18% [702750/1251000] [561.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001229] [CE 4.678 (4.520)] [KD 4.593 (4.445)] 2024-10-14 15:44:18,822 - Train: 56.18% [702800/1251000] [561.8/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.001229] [CE 4.306 (4.480)] [KD 4.202 (4.435)] 2024-10-14 15:44:26,509 - Train: 56.18% [702850/1251000] [561.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001228] [CE 3.785 (4.448)] [KD 4.031 (4.474)] 2024-10-14 15:44:34,182 - Train: 56.19% [702900/1251000] [561.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001228] [CE 4.336 (4.519)] [KD 4.362 (4.515)] 2024-10-14 15:44:41,943 - Train: 56.19% [702950/1251000] [561.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001228] [CE 4.954 (4.436)] [KD 4.866 (4.427)] 2024-10-14 15:44:49,833 - Train: 56.20% [703000/1251000] [562.0/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001228] [CE 3.853 (4.467)] [KD 4.150 (4.409)] 2024-10-14 15:44:57,569 - Train: 56.20% [703050/1251000] [562.0/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001228] [CE 4.866 (4.544)] [KD 4.707 (4.482)] 2024-10-14 15:45:05,031 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 34815] [top5_cnt 44629] [top_all 50000] 2024-10-14 15:45:05,031 - net: 69.630 (89.258) 2024-10-14 15:45:10,949 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37153] [top5_cnt 45950] [top_all 50000] 2024-10-14 15:45:10,950 - net_E: 74.306 (91.900) 2024-10-14 15:45:11,121 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:45:11,122 - ==> Total time: 1 day, 1:42:54 Eta: 20:02:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:45:23,984 - Train: 56.20% [703100/1251000] [562.0/1000.0] [batch_t 0.150 (0.166)] [data_t 0.005] [optim_t 0.145] [lr 0.001227] [CE 4.474 (4.516)] [KD 4.563 (4.471)] 2024-10-14 15:45:31,698 - Train: 56.21% [703150/1251000] [562.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001227] [CE 4.364 (4.425)] [KD 4.191 (4.390)] 2024-10-14 15:45:39,421 - Train: 56.21% [703200/1251000] [562.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001227] [CE 4.369 (4.482)] [KD 4.273 (4.391)] 2024-10-14 15:45:47,002 - Train: 56.22% [703250/1251000] [562.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001227] [CE 4.744 (4.474)] [KD 4.687 (4.372)] 2024-10-14 15:45:54,625 - Train: 56.22% [703300/1251000] [562.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001227] [CE 4.678 (4.582)] [KD 4.587 (4.479)] 2024-10-14 15:46:02,479 - Train: 56.22% [703350/1251000] [562.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.001227] [CE 4.686 (4.450)] [KD 4.628 (4.421)] 2024-10-14 15:46:10,478 - Train: 56.23% [703400/1251000] [562.3/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.001226] [CE 4.032 (4.489)] [KD 4.288 (4.439)] 2024-10-14 15:46:18,117 - Train: 56.23% [703450/1251000] [562.3/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.001226] [CE 4.477 (4.518)] [KD 4.393 (4.511)] 2024-10-14 15:46:25,944 - Train: 56.24% [703500/1251000] [562.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001226] [CE 4.232 (4.511)] [KD 4.352 (4.497)] 2024-10-14 15:46:33,484 - Train: 56.24% [703550/1251000] [562.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001226] [CE 4.570 (4.548)] [KD 4.515 (4.516)] 2024-10-14 15:46:41,328 - Train: 56.24% [703600/1251000] [562.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001226] [CE 4.496 (4.529)] [KD 4.612 (4.489)] 2024-10-14 15:46:48,989 - Train: 56.25% [703650/1251000] [562.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001225] [CE 4.596 (4.498)] [KD 4.678 (4.474)] 2024-10-14 15:46:56,626 - Train: 56.25% [703700/1251000] [562.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001225] [CE 3.782 (4.473)] [KD 4.115 (4.422)] 2024-10-14 15:47:04,379 - Train: 56.25% [703750/1251000] [562.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001225] [CE 4.295 (4.565)] [KD 4.365 (4.534)] 2024-10-14 15:47:12,116 - Train: 56.26% [703800/1251000] [562.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001225] [CE 4.907 (4.515)] [KD 4.729 (4.449)] 2024-10-14 15:47:19,819 - Train: 56.26% [703850/1251000] [562.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001225] [CE 4.587 (4.541)] [KD 4.574 (4.507)] 2024-10-14 15:47:27,391 - Train: 56.27% [703900/1251000] [562.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001225] [CE 4.493 (4.476)] [KD 4.435 (4.428)] 2024-10-14 15:47:35,303 - Train: 56.27% [703950/1251000] [562.7/1000.0] [batch_t 0.283 (0.158)] [data_t 0.003] [optim_t 0.280] [lr 0.001224] [CE 4.420 (4.469)] [KD 4.290 (4.415)] 2024-10-14 15:47:43,055 - Train: 56.27% [704000/1251000] [562.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001224] [CE 4.488 (4.562)] [KD 4.495 (4.491)] 2024-10-14 15:47:50,616 - Train: 56.28% [704050/1251000] [562.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001224] [CE 4.492 (4.491)] [KD 4.622 (4.485)] 2024-10-14 15:47:58,231 - Train: 56.28% [704100/1251000] [562.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.001224] [CE 4.491 (4.468)] [KD 4.593 (4.506)] 2024-10-14 15:48:05,834 - Train: 56.29% [704150/1251000] [562.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001224] [CE 4.280 (4.576)] [KD 4.390 (4.505)] 2024-10-14 15:48:13,545 - Train: 56.29% [704200/1251000] [562.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001223] [CE 4.704 (4.435)] [KD 4.677 (4.403)] 2024-10-14 15:48:21,597 - Train: 56.29% [704250/1251000] [562.9/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.001223] [CE 4.713 (4.529)] [KD 4.527 (4.522)] 2024-10-14 15:48:29,166 - Train: 56.30% [704300/1251000] [563.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.001223] [CE 4.433 (4.479)] [KD 4.836 (4.432)] 2024-10-14 15:48:36,755 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 33974] [top5_cnt 44081] [top_all 50000] 2024-10-14 15:48:36,756 - net: 67.948 (88.162) 2024-10-14 15:48:42,747 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 37151] [top5_cnt 45977] [top_all 50000] 2024-10-14 15:48:42,747 - net_E: 74.302 (91.954) 2024-10-14 15:48:42,906 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:48:42,907 - ==> Total time: 1 day, 1:46:26 Eta: 20:00:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:48:51,122 - Train: 56.30% [704350/1251000] [563.0/1000.0] [batch_t 0.151 (0.165)] [data_t 0.004] [optim_t 0.147] [lr 0.001223] [CE 4.386 (4.601)] [KD 4.282 (4.552)] 2024-10-14 15:48:58,892 - Train: 56.31% [704400/1251000] [563.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001223] [CE 4.201 (4.460)] [KD 4.074 (4.364)] 2024-10-14 15:49:06,642 - Train: 56.31% [704450/1251000] [563.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001223] [CE 4.069 (4.506)] [KD 4.224 (4.433)] 2024-10-14 15:49:14,660 - Train: 56.31% [704500/1251000] [563.1/1000.0] [batch_t 0.313 (0.160)] [data_t 0.005] [optim_t 0.309] [lr 0.001222] [CE 4.535 (4.384)] [KD 4.359 (4.385)] 2024-10-14 15:49:22,248 - Train: 56.32% [704550/1251000] [563.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001222] [CE 4.626 (4.491)] [KD 4.412 (4.468)] 2024-10-14 15:49:29,946 - Train: 56.32% [704600/1251000] [563.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.001222] [CE 4.751 (4.521)] [KD 4.289 (4.508)] 2024-10-14 15:49:37,809 - Train: 56.33% [704650/1251000] [563.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001222] [CE 4.954 (4.506)] [KD 4.585 (4.483)] 2024-10-14 15:49:45,360 - Train: 56.33% [704700/1251000] [563.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001222] [CE 3.749 (4.488)] [KD 3.999 (4.417)] 2024-10-14 15:49:53,089 - Train: 56.33% [704750/1251000] [563.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001221] [CE 4.117 (4.563)] [KD 4.255 (4.538)] 2024-10-14 15:50:00,909 - Train: 56.34% [704800/1251000] [563.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001221] [CE 4.754 (4.510)] [KD 4.505 (4.437)] 2024-10-14 15:50:08,784 - Train: 56.34% [704850/1251000] [563.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001221] [CE 4.376 (4.488)] [KD 4.424 (4.455)] 2024-10-14 15:50:16,365 - Train: 56.35% [704900/1251000] [563.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001221] [CE 4.196 (4.552)] [KD 4.358 (4.518)] 2024-10-14 15:50:24,151 - Train: 56.35% [704950/1251000] [563.5/1000.0] [batch_t 0.160 (0.156)] [data_t 0.005] [optim_t 0.155] [lr 0.001221] [CE 4.795 (4.555)] [KD 4.596 (4.482)] 2024-10-14 15:50:31,747 - Train: 56.35% [705000/1251000] [563.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001220] [CE 4.864 (4.532)] [KD 4.819 (4.487)] 2024-10-14 15:50:39,580 - Train: 56.36% [705050/1251000] [563.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001220] [CE 4.291 (4.490)] [KD 4.403 (4.487)] 2024-10-14 15:50:47,378 - Train: 56.36% [705100/1251000] [563.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001220] [CE 4.905 (4.512)] [KD 4.835 (4.489)] 2024-10-14 15:50:54,945 - Train: 56.37% [705150/1251000] [563.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001220] [CE 4.345 (4.575)] [KD 4.419 (4.553)] 2024-10-14 15:51:02,544 - Train: 56.37% [705200/1251000] [563.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001220] [CE 4.872 (4.499)] [KD 4.488 (4.446)] 2024-10-14 15:51:10,318 - Train: 56.37% [705250/1251000] [563.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001220] [CE 4.412 (4.540)] [KD 4.272 (4.487)] 2024-10-14 15:51:18,313 - Train: 56.38% [705300/1251000] [563.8/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.001219] [CE 3.940 (4.527)] [KD 4.049 (4.409)] 2024-10-14 15:51:26,117 - Train: 56.38% [705350/1251000] [563.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001219] [CE 4.822 (4.489)] [KD 4.270 (4.438)] 2024-10-14 15:51:33,756 - Train: 56.39% [705400/1251000] [563.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.001219] [CE 4.259 (4.516)] [KD 4.175 (4.452)] 2024-10-14 15:51:41,334 - Train: 56.39% [705450/1251000] [563.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001219] [CE 4.751 (4.551)] [KD 4.544 (4.550)] 2024-10-14 15:51:49,200 - Train: 56.39% [705500/1251000] [563.9/1000.0] [batch_t 0.162 (0.157)] [data_t 0.004] [optim_t 0.158] [lr 0.001219] [CE 4.209 (4.498)] [KD 4.196 (4.459)] 2024-10-14 15:51:56,808 - Train: 56.40% [705550/1251000] [564.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001218] [CE 4.036 (4.483)] [KD 4.352 (4.503)] 2024-10-14 15:52:04,627 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34474] [top5_cnt 44395] [top_all 50000] 2024-10-14 15:52:04,628 - net: 68.948 (88.790) 2024-10-14 15:52:10,452 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37125] [top5_cnt 45958] [top_all 50000] 2024-10-14 15:52:10,452 - net_E: 74.250 (91.916) 2024-10-14 15:52:10,608 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:52:10,609 - ==> Total time: 1 day, 1:49:53 Eta: 19:58:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:52:18,776 - Train: 56.40% [705600/1251000] [564.0/1000.0] [batch_t 0.152 (0.166)] [data_t 0.003] [optim_t 0.149] [lr 0.001218] [CE 3.975 (4.472)] [KD 3.980 (4.387)] 2024-10-14 15:52:26,722 - Train: 56.41% [705650/1251000] [564.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001218] [CE 4.629 (4.532)] [KD 4.675 (4.461)] 2024-10-14 15:52:34,608 - Train: 56.41% [705700/1251000] [564.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001218] [CE 4.110 (4.425)] [KD 4.194 (4.386)] 2024-10-14 15:52:42,203 - Train: 56.41% [705750/1251000] [564.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001218] [CE 4.275 (4.455)] [KD 4.301 (4.445)] 2024-10-14 15:52:49,812 - Train: 56.42% [705800/1251000] [564.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001218] [CE 4.684 (4.461)] [KD 4.598 (4.402)] 2024-10-14 15:52:57,543 - Train: 56.42% [705850/1251000] [564.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001217] [CE 5.242 (4.473)] [KD 5.269 (4.464)] 2024-10-14 15:53:05,410 - Train: 56.43% [705900/1251000] [564.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001217] [CE 4.943 (4.483)] [KD 4.636 (4.425)] 2024-10-14 15:53:13,094 - Train: 56.43% [705950/1251000] [564.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001217] [CE 4.258 (4.467)] [KD 4.513 (4.487)] 2024-10-14 15:53:20,950 - Train: 56.43% [706000/1251000] [564.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001217] [CE 4.030 (4.529)] [KD 3.989 (4.440)] 2024-10-14 15:53:28,511 - Train: 56.44% [706050/1251000] [564.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001217] [CE 4.223 (4.542)] [KD 4.468 (4.461)] 2024-10-14 15:53:36,412 - Train: 56.44% [706100/1251000] [564.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001216] [CE 4.736 (4.505)] [KD 4.734 (4.488)] 2024-10-14 15:53:44,107 - Train: 56.45% [706150/1251000] [564.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001216] [CE 3.677 (4.427)] [KD 3.903 (4.435)] 2024-10-14 15:53:51,891 - Train: 56.45% [706200/1251000] [564.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001216] [CE 3.959 (4.542)] [KD 4.171 (4.459)] 2024-10-14 15:53:59,751 - Train: 56.45% [706250/1251000] [564.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.001216] [CE 4.575 (4.468)] [KD 4.375 (4.430)] 2024-10-14 15:54:07,408 - Train: 56.46% [706300/1251000] [564.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.001216] [CE 4.474 (4.483)] [KD 4.460 (4.468)] 2024-10-14 15:54:15,187 - Train: 56.46% [706350/1251000] [564.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.006] [optim_t 0.149] [lr 0.001216] [CE 3.775 (4.507)] [KD 4.097 (4.440)] 2024-10-14 15:54:22,984 - Train: 56.47% [706400/1251000] [564.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001215] [CE 4.696 (4.447)] [KD 4.317 (4.411)] 2024-10-14 15:54:30,737 - Train: 56.47% [706450/1251000] [564.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001215] [CE 4.298 (4.533)] [KD 4.610 (4.446)] 2024-10-14 15:54:38,531 - Train: 56.47% [706500/1251000] [564.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001215] [CE 4.869 (4.542)] [KD 4.559 (4.478)] 2024-10-14 15:54:46,386 - Train: 56.48% [706550/1251000] [564.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001215] [CE 4.036 (4.536)] [KD 4.157 (4.498)] 2024-10-14 15:54:53,936 - Train: 56.48% [706600/1251000] [564.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001215] [CE 4.984 (4.491)] [KD 4.746 (4.425)] 2024-10-14 15:55:01,508 - Train: 56.49% [706650/1251000] [564.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001214] [CE 4.544 (4.507)] [KD 4.422 (4.468)] 2024-10-14 15:55:09,267 - Train: 56.49% [706700/1251000] [564.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001214] [CE 4.064 (4.472)] [KD 3.969 (4.427)] 2024-10-14 15:55:17,092 - Train: 56.49% [706750/1251000] [564.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001214] [CE 4.575 (4.500)] [KD 4.267 (4.467)] 2024-10-14 15:55:24,866 - Train: 56.50% [706800/1251000] [565.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.010] [optim_t 0.145] [lr 0.001214] [CE 4.362 (4.456)] [KD 4.322 (4.425)] 2024-10-14 15:55:33,046 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34645] [top5_cnt 44538] [top_all 50000] 2024-10-14 15:55:33,047 - net: 69.290 (89.076) 2024-10-14 15:55:38,866 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37163] [top5_cnt 45944] [top_all 50000] 2024-10-14 15:55:38,867 - net_E: 74.326 (91.888) 2024-10-14 15:55:39,085 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.336 (epoch: 559)] 2024-10-14 15:55:39,085 - ==> Total time: 1 day, 1:53:22 Eta: 19:55:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:55:46,591 - Train: 56.50% [706850/1251000] [565.0/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.001214] [CE 4.449 (4.519)] [KD 4.430 (4.384)] 2024-10-14 15:55:54,286 - Train: 56.51% [706900/1251000] [565.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.001214] [CE 4.567 (4.559)] [KD 4.440 (4.418)] 2024-10-14 15:56:01,847 - Train: 56.51% [706950/1251000] [565.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001213] [CE 4.922 (4.505)] [KD 4.721 (4.430)] 2024-10-14 15:56:09,423 - Train: 56.51% [707000/1251000] [565.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001213] [CE 4.378 (4.526)] [KD 4.514 (4.521)] 2024-10-14 15:56:17,249 - Train: 56.52% [707050/1251000] [565.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.001213] [CE 4.438 (4.426)] [KD 4.540 (4.425)] 2024-10-14 15:56:24,922 - Train: 56.52% [707100/1251000] [565.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001213] [CE 4.315 (4.478)] [KD 4.490 (4.379)] 2024-10-14 15:56:32,761 - Train: 56.53% [707150/1251000] [565.3/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.001213] [CE 4.138 (4.503)] [KD 4.305 (4.415)] 2024-10-14 15:56:40,417 - Train: 56.53% [707200/1251000] [565.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001212] [CE 4.882 (4.501)] [KD 4.575 (4.455)] 2024-10-14 15:56:48,270 - Train: 56.53% [707250/1251000] [565.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001212] [CE 4.658 (4.500)] [KD 4.519 (4.446)] 2024-10-14 15:56:55,857 - Train: 56.54% [707300/1251000] [565.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001212] [CE 4.543 (4.478)] [KD 4.421 (4.405)] 2024-10-14 15:57:03,549 - Train: 56.54% [707350/1251000] [565.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001212] [CE 4.599 (4.459)] [KD 4.525 (4.418)] 2024-10-14 15:57:11,270 - Train: 56.55% [707400/1251000] [565.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001212] [CE 4.486 (4.511)] [KD 4.481 (4.465)] 2024-10-14 15:57:19,002 - Train: 56.55% [707450/1251000] [565.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001212] [CE 4.771 (4.490)] [KD 4.585 (4.455)] 2024-10-14 15:57:26,848 - Train: 56.55% [707500/1251000] [565.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.001211] [CE 4.812 (4.566)] [KD 4.515 (4.497)] 2024-10-14 15:57:34,572 - Train: 56.56% [707550/1251000] [565.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001211] [CE 4.280 (4.482)] [KD 4.371 (4.431)] 2024-10-14 15:57:42,298 - Train: 56.56% [707600/1251000] [565.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001211] [CE 4.883 (4.456)] [KD 4.632 (4.400)] 2024-10-14 15:57:49,987 - Train: 56.57% [707650/1251000] [565.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001211] [CE 4.663 (4.451)] [KD 4.655 (4.395)] 2024-10-14 15:57:57,698 - Train: 56.57% [707700/1251000] [565.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001211] [CE 4.804 (4.471)] [KD 4.516 (4.436)] 2024-10-14 15:58:05,311 - Train: 56.57% [707750/1251000] [565.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001210] [CE 4.189 (4.504)] [KD 4.419 (4.452)] 2024-10-14 15:58:13,008 - Train: 56.58% [707800/1251000] [565.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001210] [CE 4.033 (4.467)] [KD 4.119 (4.395)] 2024-10-14 15:58:20,693 - Train: 56.58% [707850/1251000] [565.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001210] [CE 4.681 (4.489)] [KD 4.752 (4.414)] 2024-10-14 15:58:28,504 - Train: 56.59% [707900/1251000] [565.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001210] [CE 4.499 (4.477)] [KD 4.467 (4.468)] 2024-10-14 15:58:36,071 - Train: 56.59% [707950/1251000] [565.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001210] [CE 4.589 (4.537)] [KD 4.846 (4.507)] 2024-10-14 15:58:43,886 - Train: 56.59% [708000/1251000] [565.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001210] [CE 3.881 (4.483)] [KD 4.274 (4.459)] 2024-10-14 15:58:51,470 - Train: 56.60% [708050/1251000] [566.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001209] [CE 4.947 (4.417)] [KD 4.447 (4.384)] 2024-10-14 15:58:59,651 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34498] [top5_cnt 44496] [top_all 50000] 2024-10-14 15:58:59,651 - net: 68.996 (88.992) 2024-10-14 15:59:05,484 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37201] [top5_cnt 45944] [top_all 50000] 2024-10-14 15:59:05,484 - net_E: 74.402 (91.888) 2024-10-14 15:59:05,626 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.402 (epoch: 566)] 2024-10-14 15:59:05,626 - ==> Total time: 1 day, 1:56:48 Eta: 19:53:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 15:59:18,316 - Train: 56.60% [708100/1251000] [566.0/1000.0] [batch_t 0.152 (0.165)] [data_t 0.005] [optim_t 0.147] [lr 0.001209] [CE 4.517 (4.512)] [KD 4.757 (4.453)] 2024-10-14 15:59:25,889 - Train: 56.61% [708150/1251000] [566.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001209] [CE 4.945 (4.441)] [KD 4.703 (4.385)] 2024-10-14 15:59:33,721 - Train: 56.61% [708200/1251000] [566.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001209] [CE 4.805 (4.446)] [KD 4.602 (4.388)] 2024-10-14 15:59:41,394 - Train: 56.61% [708250/1251000] [566.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001209] [CE 5.102 (4.440)] [KD 4.378 (4.356)] 2024-10-14 15:59:49,353 - Train: 56.62% [708300/1251000] [566.2/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.001208] [CE 4.157 (4.463)] [KD 4.305 (4.394)] 2024-10-14 15:59:56,931 - Train: 56.62% [708350/1251000] [566.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001208] [CE 3.942 (4.491)] [KD 4.391 (4.436)] 2024-10-14 16:00:04,556 - Train: 56.63% [708400/1251000] [566.3/1000.0] [batch_t 0.165 (0.152)] [data_t 0.005] [optim_t 0.161] [lr 0.001208] [CE 4.939 (4.589)] [KD 4.826 (4.528)] 2024-10-14 16:00:12,129 - Train: 56.63% [708450/1251000] [566.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001208] [CE 4.534 (4.484)] [KD 4.563 (4.408)] 2024-10-14 16:00:20,126 - Train: 56.63% [708500/1251000] [566.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.001208] [CE 4.799 (4.466)] [KD 4.662 (4.402)] 2024-10-14 16:00:27,722 - Train: 56.64% [708550/1251000] [566.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001208] [CE 4.392 (4.452)] [KD 4.340 (4.302)] 2024-10-14 16:00:35,515 - Train: 56.64% [708600/1251000] [566.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001207] [CE 4.521 (4.378)] [KD 4.469 (4.353)] 2024-10-14 16:00:43,100 - Train: 56.65% [708650/1251000] [566.5/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.001207] [CE 4.648 (4.516)] [KD 4.481 (4.408)] 2024-10-14 16:00:50,648 - Train: 56.65% [708700/1251000] [566.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001207] [CE 4.066 (4.489)] [KD 3.924 (4.405)] 2024-10-14 16:00:58,584 - Train: 56.65% [708750/1251000] [566.5/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.001207] [CE 4.942 (4.483)] [KD 4.838 (4.391)] 2024-10-14 16:01:06,266 - Train: 56.66% [708800/1251000] [566.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001207] [CE 4.635 (4.466)] [KD 4.415 (4.409)] 2024-10-14 16:01:13,831 - Train: 56.66% [708850/1251000] [566.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001206] [CE 4.569 (4.514)] [KD 4.344 (4.432)] 2024-10-14 16:01:21,725 - Train: 56.67% [708900/1251000] [566.7/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001206] [CE 4.612 (4.473)] [KD 4.349 (4.412)] 2024-10-14 16:01:29,420 - Train: 56.67% [708950/1251000] [566.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001206] [CE 4.787 (4.542)] [KD 4.228 (4.507)] 2024-10-14 16:01:36,966 - Train: 56.67% [709000/1251000] [566.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001206] [CE 3.747 (4.511)] [KD 4.067 (4.421)] 2024-10-14 16:01:44,684 - Train: 56.68% [709050/1251000] [566.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001206] [CE 4.421 (4.473)] [KD 4.348 (4.473)] 2024-10-14 16:01:52,357 - Train: 56.68% [709100/1251000] [566.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001206] [CE 4.419 (4.510)] [KD 4.567 (4.479)] 2024-10-14 16:02:00,186 - Train: 56.69% [709150/1251000] [566.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.001205] [CE 4.429 (4.583)] [KD 4.479 (4.465)] 2024-10-14 16:02:07,848 - Train: 56.69% [709200/1251000] [566.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.002] [optim_t 0.149] [lr 0.001205] [CE 4.625 (4.493)] [KD 4.800 (4.486)] 2024-10-14 16:02:15,514 - Train: 56.69% [709250/1251000] [566.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001205] [CE 4.421 (4.443)] [KD 4.366 (4.479)] 2024-10-14 16:02:23,022 - Train: 56.70% [709300/1251000] [567.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.001205] [CE 4.171 (4.512)] [KD 4.380 (4.468)] 2024-10-14 16:02:31,156 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34773] [top5_cnt 44635] [top_all 50000] 2024-10-14 16:02:31,157 - net: 69.546 (89.270) 2024-10-14 16:02:37,066 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37194] [top5_cnt 45956] [top_all 50000] 2024-10-14 16:02:37,067 - net_E: 74.388 (91.912) 2024-10-14 16:02:37,176 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.402 (epoch: 566)] 2024-10-14 16:02:37,177 - ==> Total time: 1 day, 2:00:20 Eta: 19:51:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:02:44,798 - Train: 56.70% [709350/1251000] [567.0/1000.0] [batch_t 0.160 (0.169)] [data_t 0.004] [optim_t 0.156] [lr 0.001205] [CE 4.130 (4.539)] [KD 4.449 (4.451)] 2024-10-14 16:02:52,616 - Train: 56.71% [709400/1251000] [567.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001204] [CE 4.450 (4.460)] [KD 4.457 (4.386)] 2024-10-14 16:03:00,138 - Train: 56.71% [709450/1251000] [567.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001204] [CE 3.993 (4.490)] [KD 4.240 (4.422)] 2024-10-14 16:03:07,907 - Train: 56.71% [709500/1251000] [567.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001204] [CE 4.352 (4.472)] [KD 4.503 (4.410)] 2024-10-14 16:03:15,496 - Train: 56.72% [709550/1251000] [567.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001204] [CE 4.357 (4.463)] [KD 4.299 (4.405)] 2024-10-14 16:03:23,344 - Train: 56.72% [709600/1251000] [567.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.001204] [CE 4.849 (4.458)] [KD 4.774 (4.396)] 2024-10-14 16:03:31,208 - Train: 56.73% [709650/1251000] [567.3/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.001204] [CE 4.137 (4.479)] [KD 4.401 (4.376)] 2024-10-14 16:03:38,872 - Train: 56.73% [709700/1251000] [567.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001203] [CE 4.763 (4.495)] [KD 4.750 (4.413)] 2024-10-14 16:03:46,570 - Train: 56.73% [709750/1251000] [567.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001203] [CE 4.393 (4.478)] [KD 4.601 (4.432)] 2024-10-14 16:03:54,275 - Train: 56.74% [709800/1251000] [567.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001203] [CE 4.246 (4.467)] [KD 4.111 (4.411)] 2024-10-14 16:04:01,919 - Train: 56.74% [709850/1251000] [567.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001203] [CE 4.884 (4.433)] [KD 4.411 (4.400)] 2024-10-14 16:04:09,575 - Train: 56.75% [709900/1251000] [567.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001203] [CE 4.451 (4.578)] [KD 4.661 (4.437)] 2024-10-14 16:04:17,301 - Train: 56.75% [709950/1251000] [567.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001202] [CE 4.507 (4.500)] [KD 4.308 (4.430)] 2024-10-14 16:04:25,220 - Train: 56.75% [710000/1251000] [567.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.001202] [CE 4.926 (4.461)] [KD 4.799 (4.429)] 2024-10-14 16:04:32,996 - Train: 56.76% [710050/1251000] [567.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001202] [CE 4.212 (4.458)] [KD 4.023 (4.413)] 2024-10-14 16:04:40,687 - Train: 56.76% [710100/1251000] [567.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001202] [CE 4.014 (4.477)] [KD 4.247 (4.426)] 2024-10-14 16:04:48,250 - Train: 56.77% [710150/1251000] [567.7/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.001202] [CE 3.996 (4.452)] [KD 4.100 (4.429)] 2024-10-14 16:04:56,119 - Train: 56.77% [710200/1251000] [567.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001202] [CE 3.914 (4.487)] [KD 4.113 (4.433)] 2024-10-14 16:05:03,935 - Train: 56.77% [710250/1251000] [567.7/1000.0] [batch_t 0.286 (0.156)] [data_t 0.005] [optim_t 0.281] [lr 0.001201] [CE 4.825 (4.512)] [KD 4.448 (4.468)] 2024-10-14 16:05:11,597 - Train: 56.78% [710300/1251000] [567.8/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.001201] [CE 4.468 (4.519)] [KD 4.301 (4.462)] 2024-10-14 16:05:19,171 - Train: 56.78% [710350/1251000] [567.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001201] [CE 4.576 (4.532)] [KD 4.382 (4.418)] 2024-10-14 16:05:26,709 - Train: 56.79% [710400/1251000] [567.9/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001201] [CE 3.880 (4.543)] [KD 4.217 (4.532)] 2024-10-14 16:05:34,328 - Train: 56.79% [710450/1251000] [567.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001201] [CE 4.455 (4.479)] [KD 4.501 (4.411)] 2024-10-14 16:05:42,299 - Train: 56.79% [710500/1251000] [567.9/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.001200] [CE 4.641 (4.416)] [KD 4.484 (4.451)] 2024-10-14 16:05:50,097 - Train: 56.80% [710550/1251000] [568.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001200] [CE 5.112 (4.591)] [KD 4.891 (4.494)] 2024-10-14 16:05:58,614 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 34630] [top5_cnt 44560] [top_all 50000] 2024-10-14 16:05:58,615 - net: 69.260 (89.120) 2024-10-14 16:06:04,472 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37226] [top5_cnt 45971] [top_all 50000] 2024-10-14 16:06:04,472 - net_E: 74.452 (91.942) 2024-10-14 16:06:04,607 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.452 (epoch: 568)] 2024-10-14 16:06:04,607 - ==> Total time: 1 day, 2:03:47 Eta: 19:49:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:06:17,710 - Train: 56.80% [710600/1251000] [568.0/1000.0] [batch_t 0.154 (0.167)] [data_t 0.003] [optim_t 0.151] [lr 0.001200] [CE 4.120 (4.511)] [KD 4.212 (4.421)] 2024-10-14 16:06:25,245 - Train: 56.81% [710650/1251000] [568.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001200] [CE 4.595 (4.479)] [KD 4.409 (4.313)] 2024-10-14 16:06:32,767 - Train: 56.81% [710700/1251000] [568.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.001200] [CE 4.686 (4.568)] [KD 4.697 (4.458)] 2024-10-14 16:06:40,343 - Train: 56.81% [710750/1251000] [568.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001200] [CE 4.044 (4.439)] [KD 4.358 (4.426)] 2024-10-14 16:06:47,983 - Train: 56.82% [710800/1251000] [568.2/1000.0] [batch_t 0.278 (0.153)] [data_t 0.004] [optim_t 0.273] [lr 0.001199] [CE 4.853 (4.515)] [KD 4.335 (4.378)] 2024-10-14 16:06:55,645 - Train: 56.82% [710850/1251000] [568.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.001199] [CE 4.257 (4.464)] [KD 4.233 (4.353)] 2024-10-14 16:07:03,710 - Train: 56.83% [710900/1251000] [568.3/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.146] [lr 0.001199] [CE 4.286 (4.520)] [KD 4.263 (4.408)] 2024-10-14 16:07:11,404 - Train: 56.83% [710950/1251000] [568.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001199] [CE 5.222 (4.510)] [KD 4.684 (4.370)] 2024-10-14 16:07:19,033 - Train: 56.83% [711000/1251000] [568.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001199] [CE 4.586 (4.527)] [KD 4.675 (4.458)] 2024-10-14 16:07:26,576 - Train: 56.84% [711050/1251000] [568.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001198] [CE 4.291 (4.456)] [KD 3.990 (4.453)] 2024-10-14 16:07:34,186 - Train: 56.84% [711100/1251000] [568.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.001198] [CE 4.382 (4.465)] [KD 4.467 (4.383)] 2024-10-14 16:07:41,793 - Train: 56.85% [711150/1251000] [568.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001198] [CE 4.341 (4.466)] [KD 4.170 (4.429)] 2024-10-14 16:07:49,295 - Train: 56.85% [711200/1251000] [568.5/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.001198] [CE 4.848 (4.472)] [KD 4.481 (4.397)] 2024-10-14 16:07:56,784 - Train: 56.85% [711250/1251000] [568.5/1000.0] [batch_t 0.160 (0.150)] [data_t 0.003] [optim_t 0.157] [lr 0.001198] [CE 3.967 (4.418)] [KD 4.045 (4.372)] 2024-10-14 16:08:04,690 - Train: 56.86% [711300/1251000] [568.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.001198] [CE 4.334 (4.493)] [KD 4.257 (4.394)] 2024-10-14 16:08:12,527 - Train: 56.86% [711350/1251000] [568.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.001197] [CE 4.633 (4.532)] [KD 4.524 (4.460)] 2024-10-14 16:08:20,268 - Train: 56.87% [711400/1251000] [568.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001197] [CE 4.574 (4.540)] [KD 4.358 (4.486)] 2024-10-14 16:08:27,886 - Train: 56.87% [711450/1251000] [568.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001197] [CE 4.413 (4.507)] [KD 4.157 (4.500)] 2024-10-14 16:08:35,435 - Train: 56.87% [711500/1251000] [568.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001197] [CE 4.472 (4.527)] [KD 4.370 (4.424)] 2024-10-14 16:08:42,970 - Train: 56.88% [711550/1251000] [568.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001197] [CE 4.866 (4.504)] [KD 4.713 (4.472)] 2024-10-14 16:08:50,507 - Train: 56.88% [711600/1251000] [568.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.001196] [CE 4.723 (4.511)] [KD 4.482 (4.422)] 2024-10-14 16:08:58,129 - Train: 56.89% [711650/1251000] [568.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001196] [CE 4.110 (4.464)] [KD 4.236 (4.419)] 2024-10-14 16:09:05,889 - Train: 56.89% [711700/1251000] [568.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001196] [CE 3.870 (4.526)] [KD 4.092 (4.494)] 2024-10-14 16:09:13,986 - Train: 56.89% [711750/1251000] [568.9/1000.0] [batch_t 0.146 (0.162)] [data_t 0.003] [optim_t 0.143] [lr 0.001196] [CE 4.635 (4.465)] [KD 4.623 (4.428)] 2024-10-14 16:09:21,468 - Train: 56.90% [711800/1251000] [569.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.001196] [CE 4.352 (4.514)] [KD 4.518 (4.465)] 2024-10-14 16:09:30,017 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34533] [top5_cnt 44576] [top_all 50000] 2024-10-14 16:09:30,018 - net: 69.066 (89.152) 2024-10-14 16:09:35,888 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37258] [top5_cnt 45964] [top_all 50000] 2024-10-14 16:09:35,889 - net_E: 74.516 (91.928) 2024-10-14 16:09:36,010 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.516 (epoch: 569)] 2024-10-14 16:09:36,010 - ==> Total time: 1 day, 2:07:19 Eta: 19:47:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:09:48,649 - Train: 56.90% [711850/1251000] [569.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.004] [optim_t 0.146] [lr 0.001196] [CE 4.981 (4.495)] [KD 4.563 (4.402)] 2024-10-14 16:09:56,274 - Train: 56.91% [711900/1251000] [569.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001195] [CE 4.141 (4.478)] [KD 4.339 (4.420)] 2024-10-14 16:10:03,951 - Train: 56.91% [711950/1251000] [569.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.001195] [CE 4.487 (4.543)] [KD 4.393 (4.447)] 2024-10-14 16:10:11,588 - Train: 56.91% [712000/1251000] [569.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001195] [CE 4.577 (4.432)] [KD 4.227 (4.384)] 2024-10-14 16:10:19,074 - Train: 56.92% [712050/1251000] [569.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001195] [CE 4.568 (4.463)] [KD 4.409 (4.412)] 2024-10-14 16:10:26,803 - Train: 56.92% [712100/1251000] [569.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001195] [CE 4.129 (4.490)] [KD 4.168 (4.417)] 2024-10-14 16:10:34,736 - Train: 56.93% [712150/1251000] [569.3/1000.0] [batch_t 0.159 (0.159)] [data_t 0.005] [optim_t 0.154] [lr 0.001194] [CE 4.102 (4.406)] [KD 4.304 (4.392)] 2024-10-14 16:10:42,510 - Train: 56.93% [712200/1251000] [569.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001194] [CE 4.464 (4.428)] [KD 4.318 (4.356)] 2024-10-14 16:10:50,060 - Train: 56.93% [712250/1251000] [569.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001194] [CE 4.782 (4.561)] [KD 4.691 (4.440)] 2024-10-14 16:10:57,718 - Train: 56.94% [712300/1251000] [569.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001194] [CE 4.521 (4.491)] [KD 4.316 (4.412)] 2024-10-14 16:11:05,330 - Train: 56.94% [712350/1251000] [569.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001194] [CE 4.562 (4.451)] [KD 4.383 (4.401)] 2024-10-14 16:11:13,143 - Train: 56.95% [712400/1251000] [569.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001193] [CE 4.940 (4.509)] [KD 4.367 (4.438)] 2024-10-14 16:11:20,658 - Train: 56.95% [712450/1251000] [569.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.001193] [CE 4.436 (4.448)] [KD 4.246 (4.384)] 2024-10-14 16:11:28,372 - Train: 56.95% [712500/1251000] [569.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.001193] [CE 4.636 (4.473)] [KD 4.238 (4.400)] 2024-10-14 16:11:36,247 - Train: 56.96% [712550/1251000] [569.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001193] [CE 4.381 (4.540)] [KD 4.134 (4.417)] 2024-10-14 16:11:44,174 - Train: 56.96% [712600/1251000] [569.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001193] [CE 4.326 (4.524)] [KD 4.363 (4.477)] 2024-10-14 16:11:51,880 - Train: 56.97% [712650/1251000] [569.7/1000.0] [batch_t 0.267 (0.154)] [data_t 0.004] [optim_t 0.263] [lr 0.001193] [CE 4.137 (4.495)] [KD 4.141 (4.416)] 2024-10-14 16:11:59,392 - Train: 56.97% [712700/1251000] [569.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001192] [CE 4.765 (4.511)] [KD 4.677 (4.466)] 2024-10-14 16:12:07,093 - Train: 56.97% [712750/1251000] [569.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.001192] [CE 4.193 (4.455)] [KD 4.243 (4.411)] 2024-10-14 16:12:14,729 - Train: 56.98% [712800/1251000] [569.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001192] [CE 4.456 (4.543)] [KD 4.394 (4.428)] 2024-10-14 16:12:22,389 - Train: 56.98% [712850/1251000] [569.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001192] [CE 4.181 (4.489)] [KD 4.363 (4.440)] 2024-10-14 16:12:29,920 - Train: 56.99% [712900/1251000] [569.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001192] [CE 4.402 (4.488)] [KD 4.427 (4.443)] 2024-10-14 16:12:37,600 - Train: 56.99% [712950/1251000] [569.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001191] [CE 4.152 (4.413)] [KD 4.073 (4.407)] 2024-10-14 16:12:45,659 - Train: 56.99% [713000/1251000] [569.9/1000.0] [batch_t 0.147 (0.161)] [data_t 0.005] [optim_t 0.142] [lr 0.001191] [CE 4.799 (4.531)] [KD 4.815 (4.462)] 2024-10-14 16:12:53,442 - Train: 57.00% [713050/1251000] [570.0/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.001191] [CE 4.438 (4.502)] [KD 4.036 (4.420)] 2024-10-14 16:13:02,109 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34528] [top5_cnt 44605] [top_all 50000] 2024-10-14 16:13:02,109 - net: 69.056 (89.210) 2024-10-14 16:13:10,592 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37268] [top5_cnt 46019] [top_all 50000] 2024-10-14 16:13:10,593 - net_E: 74.536 (92.038) 2024-10-14 16:13:10,737 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.536 (epoch: 570)] 2024-10-14 16:13:10,738 - ==> Total time: 1 day, 2:10:53 Eta: 19:45:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:13:24,146 - Train: 57.00% [713100/1251000] [570.0/1000.0] [batch_t 0.148 (0.166)] [data_t 0.003] [optim_t 0.145] [lr 0.001191] [CE 4.503 (4.527)] [KD 4.461 (4.442)] 2024-10-14 16:13:31,677 - Train: 57.01% [713150/1251000] [570.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001191] [CE 4.276 (4.492)] [KD 4.313 (4.391)] 2024-10-14 16:13:39,168 - Train: 57.01% [713200/1251000] [570.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.001191] [CE 4.911 (4.434)] [KD 4.741 (4.353)] 2024-10-14 16:13:46,988 - Train: 57.01% [713250/1251000] [570.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001190] [CE 4.720 (4.472)] [KD 4.443 (4.342)] 2024-10-14 16:13:54,686 - Train: 57.02% [713300/1251000] [570.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001190] [CE 4.671 (4.429)] [KD 4.401 (4.367)] 2024-10-14 16:14:02,517 - Train: 57.02% [713350/1251000] [570.2/1000.0] [batch_t 0.160 (0.157)] [data_t 0.003] [optim_t 0.157] [lr 0.001190] [CE 4.366 (4.549)] [KD 4.271 (4.488)] 2024-10-14 16:14:10,475 - Train: 57.03% [713400/1251000] [570.3/1000.0] [batch_t 0.147 (0.159)] [data_t 0.003] [optim_t 0.144] [lr 0.001190] [CE 4.351 (4.519)] [KD 4.113 (4.425)] 2024-10-14 16:14:18,010 - Train: 57.03% [713450/1251000] [570.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001190] [CE 4.403 (4.476)] [KD 4.215 (4.372)] 2024-10-14 16:14:25,713 - Train: 57.03% [713500/1251000] [570.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001189] [CE 4.288 (4.525)] [KD 4.369 (4.432)] 2024-10-14 16:14:33,280 - Train: 57.04% [713550/1251000] [570.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001189] [CE 4.534 (4.487)] [KD 4.570 (4.389)] 2024-10-14 16:14:40,919 - Train: 57.04% [713600/1251000] [570.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001189] [CE 5.330 (4.434)] [KD 4.743 (4.456)] 2024-10-14 16:14:48,413 - Train: 57.05% [713650/1251000] [570.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001189] [CE 4.511 (4.497)] [KD 4.448 (4.425)] 2024-10-14 16:14:56,084 - Train: 57.05% [713700/1251000] [570.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001189] [CE 4.337 (4.455)] [KD 4.423 (4.379)] 2024-10-14 16:15:03,603 - Train: 57.05% [713750/1251000] [570.5/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.001189] [CE 4.485 (4.485)] [KD 4.580 (4.445)] 2024-10-14 16:15:11,541 - Train: 57.06% [713800/1251000] [570.6/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.001188] [CE 4.440 (4.456)] [KD 4.304 (4.408)] 2024-10-14 16:15:19,451 - Train: 57.06% [713850/1251000] [570.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.001188] [CE 4.368 (4.447)] [KD 4.280 (4.342)] 2024-10-14 16:15:27,100 - Train: 57.07% [713900/1251000] [570.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001188] [CE 4.713 (4.459)] [KD 4.537 (4.407)] 2024-10-14 16:15:34,635 - Train: 57.07% [713950/1251000] [570.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001188] [CE 4.270 (4.444)] [KD 4.142 (4.402)] 2024-10-14 16:15:42,186 - Train: 57.07% [714000/1251000] [570.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001188] [CE 4.295 (4.503)] [KD 4.475 (4.430)] 2024-10-14 16:15:49,762 - Train: 57.08% [714050/1251000] [570.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001187] [CE 4.375 (4.443)] [KD 4.314 (4.396)] 2024-10-14 16:15:57,562 - Train: 57.08% [714100/1251000] [570.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.002] [optim_t 0.147] [lr 0.001187] [CE 5.019 (4.576)] [KD 4.534 (4.500)] 2024-10-14 16:16:05,227 - Train: 57.09% [714150/1251000] [570.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001187] [CE 3.934 (4.470)] [KD 4.278 (4.395)] 2024-10-14 16:16:13,147 - Train: 57.09% [714200/1251000] [570.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001187] [CE 4.369 (4.522)] [KD 4.624 (4.422)] 2024-10-14 16:16:20,947 - Train: 57.09% [714250/1251000] [570.9/1000.0] [batch_t 0.161 (0.156)] [data_t 0.004] [optim_t 0.157] [lr 0.001187] [CE 4.385 (4.500)] [KD 4.643 (4.465)] 2024-10-14 16:16:28,491 - Train: 57.10% [714300/1251000] [571.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001187] [CE 4.542 (4.440)] [KD 4.283 (4.351)] 2024-10-14 16:16:37,387 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 34187] [top5_cnt 44216] [top_all 50000] 2024-10-14 16:16:37,388 - net: 68.374 (88.432) 2024-10-14 16:16:43,281 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37296] [top5_cnt 46041] [top_all 50000] 2024-10-14 16:16:43,281 - net_E: 74.592 (92.082) 2024-10-14 16:16:43,412 - Max [top1: 69.630 (epoch: 562)] [top1-ema: 74.592 (epoch: 571)] 2024-10-14 16:16:43,413 - ==> Total time: 1 day, 2:14:26 Eta: 19:42:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:16:54,003 - Train: 57.10% [714350/1251000] [571.0/1000.0] [batch_t 0.154 (0.171)] [data_t 0.005] [optim_t 0.150] [lr 0.001186] [CE 4.377 (4.508)] [KD 4.173 (4.393)] 2024-10-14 16:17:01,698 - Train: 57.11% [714400/1251000] [571.1/1000.0] [batch_t 0.276 (0.154)] [data_t 0.003] [optim_t 0.273] [lr 0.001186] [CE 4.494 (4.479)] [KD 4.417 (4.371)] 2024-10-14 16:17:09,445 - Train: 57.11% [714450/1251000] [571.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001186] [CE 4.178 (4.469)] [KD 4.290 (4.383)] 2024-10-14 16:17:17,287 - Train: 57.11% [714500/1251000] [571.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.155] [lr 0.001186] [CE 4.456 (4.454)] [KD 4.411 (4.402)] 2024-10-14 16:17:24,867 - Train: 57.12% [714550/1251000] [571.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001186] [CE 4.159 (4.488)] [KD 4.293 (4.400)] 2024-10-14 16:17:32,613 - Train: 57.12% [714600/1251000] [571.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001185] [CE 4.662 (4.494)] [KD 4.411 (4.371)] 2024-10-14 16:17:40,311 - Train: 57.13% [714650/1251000] [571.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001185] [CE 4.453 (4.531)] [KD 4.489 (4.431)] 2024-10-14 16:17:48,167 - Train: 57.13% [714700/1251000] [571.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001185] [CE 5.135 (4.470)] [KD 4.780 (4.378)] 2024-10-14 16:17:56,031 - Train: 57.13% [714750/1251000] [571.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.001185] [CE 4.434 (4.466)] [KD 4.452 (4.378)] 2024-10-14 16:18:03,720 - Train: 57.14% [714800/1251000] [571.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001185] [CE 4.186 (4.517)] [KD 4.333 (4.340)] 2024-10-14 16:18:11,287 - Train: 57.14% [714850/1251000] [571.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.001185] [CE 4.442 (4.528)] [KD 4.156 (4.365)] 2024-10-14 16:18:18,981 - Train: 57.15% [714900/1251000] [571.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001184] [CE 4.368 (4.534)] [KD 4.279 (4.445)] 2024-10-14 16:18:26,563 - Train: 57.15% [714950/1251000] [571.5/1000.0] [batch_t 0.161 (0.152)] [data_t 0.006] [optim_t 0.155] [lr 0.001184] [CE 4.245 (4.454)] [KD 4.387 (4.372)] 2024-10-14 16:18:34,246 - Train: 57.15% [715000/1251000] [571.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001184] [CE 4.779 (4.450)] [KD 4.487 (4.327)] 2024-10-14 16:18:42,304 - Train: 57.16% [715050/1251000] [571.6/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.001184] [CE 4.275 (4.476)] [KD 4.490 (4.427)] 2024-10-14 16:18:50,043 - Train: 57.16% [715100/1251000] [571.6/1000.0] [batch_t 0.167 (0.155)] [data_t 0.004] [optim_t 0.162] [lr 0.001184] [CE 4.475 (4.430)] [KD 4.715 (4.412)] 2024-10-14 16:18:57,823 - Train: 57.17% [715150/1251000] [571.7/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.001183] [CE 3.949 (4.471)] [KD 4.429 (4.423)] 2024-10-14 16:19:05,456 - Train: 57.17% [715200/1251000] [571.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001183] [CE 4.436 (4.472)] [KD 4.570 (4.396)] 2024-10-14 16:19:13,111 - Train: 57.17% [715250/1251000] [571.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001183] [CE 4.316 (4.509)] [KD 4.316 (4.394)] 2024-10-14 16:19:21,022 - Train: 57.18% [715300/1251000] [571.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001183] [CE 3.892 (4.453)] [KD 4.024 (4.386)] 2024-10-14 16:19:28,658 - Train: 57.18% [715350/1251000] [571.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001183] [CE 4.810 (4.525)] [KD 4.531 (4.395)] 2024-10-14 16:19:36,352 - Train: 57.19% [715400/1251000] [571.9/1000.0] [batch_t 0.237 (0.154)] [data_t 0.003] [optim_t 0.233] [lr 0.001183] [CE 4.660 (4.520)] [KD 4.449 (4.405)] 2024-10-14 16:19:44,172 - Train: 57.19% [715450/1251000] [571.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001182] [CE 4.399 (4.468)] [KD 4.388 (4.420)] 2024-10-14 16:19:52,038 - Train: 57.19% [715500/1251000] [571.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001182] [CE 4.510 (4.497)] [KD 4.354 (4.406)] 2024-10-14 16:19:59,792 - Train: 57.20% [715550/1251000] [572.0/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.001182] [CE 4.155 (4.523)] [KD 4.215 (4.453)] 2024-10-14 16:20:08,854 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35029] [top5_cnt 44742] [top_all 50000] 2024-10-14 16:20:08,855 - net: 70.058 (89.484) 2024-10-14 16:20:14,704 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37320] [top5_cnt 46005] [top_all 50000] 2024-10-14 16:20:14,705 - net_E: 74.640 (92.010) 2024-10-14 16:20:14,822 - Max [top1: 70.058 (epoch: 572)] [top1-ema: 74.640 (epoch: 572)] 2024-10-14 16:20:14,822 - ==> Total time: 1 day, 2:17:58 Eta: 19:40:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:20:27,216 - Train: 57.20% [715600/1251000] [572.0/1000.0] [batch_t 0.174 (0.169)] [data_t 0.004] [optim_t 0.170] [lr 0.001182] [CE 5.006 (4.498)] [KD 4.675 (4.410)] 2024-10-14 16:20:34,713 - Train: 57.21% [715650/1251000] [572.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001182] [CE 4.300 (4.522)] [KD 4.290 (4.382)] 2024-10-14 16:20:42,641 - Train: 57.21% [715700/1251000] [572.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001181] [CE 4.638 (4.570)] [KD 4.525 (4.412)] 2024-10-14 16:20:50,309 - Train: 57.21% [715750/1251000] [572.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001181] [CE 4.157 (4.458)] [KD 4.119 (4.371)] 2024-10-14 16:20:58,095 - Train: 57.22% [715800/1251000] [572.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001181] [CE 4.415 (4.503)] [KD 4.604 (4.412)] 2024-10-14 16:21:05,722 - Train: 57.22% [715850/1251000] [572.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001181] [CE 5.055 (4.530)] [KD 4.724 (4.420)] 2024-10-14 16:21:13,420 - Train: 57.23% [715900/1251000] [572.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001181] [CE 4.369 (4.480)] [KD 4.319 (4.347)] 2024-10-14 16:21:21,092 - Train: 57.23% [715950/1251000] [572.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001181] [CE 4.333 (4.590)] [KD 4.114 (4.432)] 2024-10-14 16:21:28,886 - Train: 57.23% [716000/1251000] [572.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001180] [CE 4.209 (4.479)] [KD 4.270 (4.411)] 2024-10-14 16:21:36,694 - Train: 57.24% [716050/1251000] [572.4/1000.0] [batch_t 0.163 (0.156)] [data_t 0.003] [optim_t 0.159] [lr 0.001180] [CE 4.774 (4.504)] [KD 4.621 (4.487)] 2024-10-14 16:21:44,337 - Train: 57.24% [716100/1251000] [572.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001180] [CE 4.965 (4.457)] [KD 4.615 (4.418)] 2024-10-14 16:21:51,888 - Train: 57.25% [716150/1251000] [572.5/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.001180] [CE 4.542 (4.434)] [KD 4.629 (4.427)] 2024-10-14 16:21:59,563 - Train: 57.25% [716200/1251000] [572.5/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001180] [CE 4.918 (4.545)] [KD 4.625 (4.483)] 2024-10-14 16:22:07,360 - Train: 57.25% [716250/1251000] [572.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001179] [CE 4.657 (4.468)] [KD 4.318 (4.379)] 2024-10-14 16:22:15,077 - Train: 57.26% [716300/1251000] [572.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001179] [CE 4.625 (4.448)] [KD 4.541 (4.392)] 2024-10-14 16:22:22,785 - Train: 57.26% [716350/1251000] [572.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001179] [CE 4.510 (4.512)] [KD 4.298 (4.400)] 2024-10-14 16:22:30,387 - Train: 57.27% [716400/1251000] [572.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001179] [CE 4.725 (4.487)] [KD 4.407 (4.401)] 2024-10-14 16:22:37,926 - Train: 57.27% [716450/1251000] [572.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001179] [CE 4.782 (4.482)] [KD 4.514 (4.359)] 2024-10-14 16:22:45,560 - Train: 57.27% [716500/1251000] [572.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001179] [CE 4.554 (4.462)] [KD 4.370 (4.372)] 2024-10-14 16:22:53,292 - Train: 57.28% [716550/1251000] [572.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001178] [CE 4.096 (4.427)] [KD 4.328 (4.356)] 2024-10-14 16:23:01,353 - Train: 57.28% [716600/1251000] [572.8/1000.0] [batch_t 0.281 (0.161)] [data_t 0.003] [optim_t 0.278] [lr 0.001178] [CE 4.402 (4.393)] [KD 4.250 (4.407)] 2024-10-14 16:23:09,039 - Train: 57.29% [716650/1251000] [572.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001178] [CE 4.462 (4.507)] [KD 4.101 (4.448)] 2024-10-14 16:23:16,653 - Train: 57.29% [716700/1251000] [572.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001178] [CE 4.479 (4.436)] [KD 4.347 (4.390)] 2024-10-14 16:23:24,152 - Train: 57.29% [716750/1251000] [572.9/1000.0] [batch_t 0.161 (0.150)] [data_t 0.005] [optim_t 0.156] [lr 0.001178] [CE 4.766 (4.540)] [KD 4.334 (4.404)] 2024-10-14 16:23:31,642 - Train: 57.30% [716800/1251000] [573.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001178] [CE 4.227 (4.463)] [KD 3.996 (4.399)] 2024-10-14 16:23:40,913 - Test (net): 100.00% [50/50] [batch_t 0.063 (0.107)] [top1_cnt 35136] [top5_cnt 44799] [top_all 50000] 2024-10-14 16:23:40,913 - net: 70.272 (89.598) 2024-10-14 16:23:46,725 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37286] [top5_cnt 45997] [top_all 50000] 2024-10-14 16:23:46,726 - net_E: 74.572 (91.994) 2024-10-14 16:23:46,847 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.640 (epoch: 572)] 2024-10-14 16:23:46,847 - ==> Total time: 1 day, 2:21:30 Eta: 19:38:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:23:57,569 - Train: 57.30% [716850/1251000] [573.0/1000.0] [batch_t 0.151 (0.170)] [data_t 0.003] [optim_t 0.148] [lr 0.001177] [CE 4.047 (4.431)] [KD 4.104 (4.319)] 2024-10-14 16:24:05,352 - Train: 57.31% [716900/1251000] [573.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001177] [CE 4.539 (4.478)] [KD 4.454 (4.374)] 2024-10-14 16:24:13,192 - Train: 57.31% [716950/1251000] [573.1/1000.0] [batch_t 0.300 (0.157)] [data_t 0.005] [optim_t 0.295] [lr 0.001177] [CE 4.353 (4.441)] [KD 4.301 (4.364)] 2024-10-14 16:24:20,876 - Train: 57.31% [717000/1251000] [573.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001177] [CE 4.254 (4.428)] [KD 4.182 (4.381)] 2024-10-14 16:24:28,412 - Train: 57.32% [717050/1251000] [573.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001177] [CE 4.591 (4.502)] [KD 4.219 (4.380)] 2024-10-14 16:24:36,031 - Train: 57.32% [717100/1251000] [573.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001176] [CE 4.051 (4.446)] [KD 4.001 (4.396)] 2024-10-14 16:24:43,661 - Train: 57.33% [717150/1251000] [573.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001176] [CE 3.992 (4.402)] [KD 4.257 (4.361)] 2024-10-14 16:24:51,208 - Train: 57.33% [717200/1251000] [573.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.001176] [CE 4.469 (4.518)] [KD 4.236 (4.415)] 2024-10-14 16:24:59,231 - Train: 57.33% [717250/1251000] [573.3/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.001176] [CE 4.329 (4.485)] [KD 4.278 (4.426)] 2024-10-14 16:25:06,960 - Train: 57.34% [717300/1251000] [573.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001176] [CE 4.609 (4.481)] [KD 4.285 (4.393)] 2024-10-14 16:25:14,685 - Train: 57.34% [717350/1251000] [573.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001176] [CE 4.745 (4.543)] [KD 4.447 (4.391)] 2024-10-14 16:25:22,394 - Train: 57.35% [717400/1251000] [573.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001175] [CE 4.758 (4.552)] [KD 4.241 (4.428)] 2024-10-14 16:25:30,080 - Train: 57.35% [717450/1251000] [573.5/1000.0] [batch_t 0.161 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.001175] [CE 4.719 (4.470)] [KD 4.455 (4.367)] 2024-10-14 16:25:37,869 - Train: 57.35% [717500/1251000] [573.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001175] [CE 4.783 (4.474)] [KD 4.428 (4.385)] 2024-10-14 16:25:45,621 - Train: 57.36% [717550/1251000] [573.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001175] [CE 4.434 (4.381)] [KD 4.393 (4.313)] 2024-10-14 16:25:53,316 - Train: 57.36% [717600/1251000] [573.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001175] [CE 4.157 (4.550)] [KD 4.124 (4.421)] 2024-10-14 16:26:00,891 - Train: 57.37% [717650/1251000] [573.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001174] [CE 4.972 (4.497)] [KD 4.415 (4.387)] 2024-10-14 16:26:08,707 - Train: 57.37% [717700/1251000] [573.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001174] [CE 4.473 (4.469)] [KD 4.501 (4.407)] 2024-10-14 16:26:16,481 - Train: 57.37% [717750/1251000] [573.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001174] [CE 4.726 (4.479)] [KD 4.578 (4.367)] 2024-10-14 16:26:24,328 - Train: 57.38% [717800/1251000] [573.8/1000.0] [batch_t 0.280 (0.157)] [data_t 0.004] [optim_t 0.275] [lr 0.001174] [CE 4.131 (4.526)] [KD 4.427 (4.460)] 2024-10-14 16:26:32,171 - Train: 57.38% [717850/1251000] [573.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001174] [CE 4.854 (4.479)] [KD 4.609 (4.394)] 2024-10-14 16:26:40,007 - Train: 57.39% [717900/1251000] [573.9/1000.0] [batch_t 0.165 (0.157)] [data_t 0.004] [optim_t 0.161] [lr 0.001174] [CE 4.055 (4.432)] [KD 4.281 (4.373)] 2024-10-14 16:26:47,593 - Train: 57.39% [717950/1251000] [573.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.001173] [CE 5.167 (4.509)] [KD 4.629 (4.437)] 2024-10-14 16:26:55,278 - Train: 57.39% [718000/1251000] [573.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001173] [CE 4.627 (4.479)] [KD 4.507 (4.353)] 2024-10-14 16:27:02,867 - Train: 57.40% [718050/1251000] [574.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001173] [CE 4.522 (4.523)] [KD 4.300 (4.389)] 2024-10-14 16:27:12,123 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34890] [top5_cnt 44676] [top_all 50000] 2024-10-14 16:27:12,124 - net: 69.780 (89.352) 2024-10-14 16:27:18,100 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37272] [top5_cnt 46009] [top_all 50000] 2024-10-14 16:27:18,100 - net_E: 74.544 (92.018) 2024-10-14 16:27:18,251 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.640 (epoch: 572)] 2024-10-14 16:27:18,251 - ==> Total time: 1 day, 2:25:01 Eta: 19:36:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:27:24,479 - Train: 57.40% [718100/1251000] [574.0/1000.0] [batch_t 0.149 (0.178)] [data_t 0.005] [optim_t 0.145] [lr 0.001173] [CE 4.077 (4.500)] [KD 3.999 (4.387)] 2024-10-14 16:27:32,139 - Train: 57.41% [718150/1251000] [574.1/1000.0] [batch_t 0.281 (0.153)] [data_t 0.003] [optim_t 0.278] [lr 0.001173] [CE 4.054 (4.428)] [KD 4.036 (4.319)] 2024-10-14 16:27:39,768 - Train: 57.41% [718200/1251000] [574.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001172] [CE 4.656 (4.545)] [KD 4.703 (4.401)] 2024-10-14 16:27:47,512 - Train: 57.41% [718250/1251000] [574.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001172] [CE 4.292 (4.502)] [KD 4.308 (4.414)] 2024-10-14 16:27:55,029 - Train: 57.42% [718300/1251000] [574.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.001172] [CE 4.479 (4.464)] [KD 4.248 (4.408)] 2024-10-14 16:28:02,535 - Train: 57.42% [718350/1251000] [574.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001172] [CE 4.512 (4.478)] [KD 4.428 (4.351)] 2024-10-14 16:28:10,437 - Train: 57.43% [718400/1251000] [574.3/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.001172] [CE 4.575 (4.512)] [KD 4.323 (4.380)] 2024-10-14 16:28:17,958 - Train: 57.43% [718450/1251000] [574.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001172] [CE 4.858 (4.543)] [KD 4.761 (4.448)] 2024-10-14 16:28:25,651 - Train: 57.43% [718500/1251000] [574.3/1000.0] [batch_t 0.161 (0.154)] [data_t 0.005] [optim_t 0.156] [lr 0.001171] [CE 4.547 (4.478)] [KD 4.316 (4.362)] 2024-10-14 16:28:33,307 - Train: 57.44% [718550/1251000] [574.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001171] [CE 4.723 (4.523)] [KD 4.662 (4.441)] 2024-10-14 16:28:41,062 - Train: 57.44% [718600/1251000] [574.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001171] [CE 4.233 (4.498)] [KD 4.153 (4.364)] 2024-10-14 16:28:48,821 - Train: 57.45% [718650/1251000] [574.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.001171] [CE 4.515 (4.505)] [KD 4.038 (4.344)] 2024-10-14 16:28:56,352 - Train: 57.45% [718700/1251000] [574.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.001171] [CE 4.436 (4.473)] [KD 4.550 (4.404)] 2024-10-14 16:29:03,914 - Train: 57.45% [718750/1251000] [574.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001170] [CE 4.508 (4.446)] [KD 4.523 (4.348)] 2024-10-14 16:29:11,540 - Train: 57.46% [718800/1251000] [574.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001170] [CE 5.103 (4.483)] [KD 4.897 (4.371)] 2024-10-14 16:29:19,147 - Train: 57.46% [718850/1251000] [574.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001170] [CE 3.953 (4.451)] [KD 4.178 (4.331)] 2024-10-14 16:29:26,686 - Train: 57.47% [718900/1251000] [574.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001170] [CE 4.602 (4.551)] [KD 4.314 (4.416)] 2024-10-14 16:29:34,449 - Train: 57.47% [718950/1251000] [574.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001170] [CE 3.930 (4.417)] [KD 4.039 (4.368)] 2024-10-14 16:29:42,095 - Train: 57.47% [719000/1251000] [574.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001170] [CE 5.127 (4.533)] [KD 4.800 (4.452)] 2024-10-14 16:29:49,781 - Train: 57.48% [719050/1251000] [574.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001169] [CE 4.022 (4.433)] [KD 4.122 (4.346)] 2024-10-14 16:29:57,616 - Train: 57.48% [719100/1251000] [574.8/1000.0] [batch_t 0.164 (0.157)] [data_t 0.004] [optim_t 0.160] [lr 0.001169] [CE 4.325 (4.496)] [KD 4.381 (4.412)] 2024-10-14 16:30:05,206 - Train: 57.49% [719150/1251000] [574.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001169] [CE 4.550 (4.570)] [KD 4.423 (4.510)] 2024-10-14 16:30:12,895 - Train: 57.49% [719200/1251000] [574.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001169] [CE 4.584 (4.501)] [KD 4.453 (4.405)] 2024-10-14 16:30:20,499 - Train: 57.49% [719250/1251000] [574.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001169] [CE 4.971 (4.558)] [KD 4.783 (4.425)] 2024-10-14 16:30:28,019 - Train: 57.50% [719300/1251000] [575.0/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.001168] [CE 4.509 (4.466)] [KD 4.588 (4.436)] 2024-10-14 16:30:37,341 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34717] [top5_cnt 44584] [top_all 50000] 2024-10-14 16:30:37,341 - net: 69.434 (89.168) 2024-10-14 16:30:43,217 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37264] [top5_cnt 46020] [top_all 50000] 2024-10-14 16:30:43,217 - net_E: 74.528 (92.040) 2024-10-14 16:30:43,358 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.640 (epoch: 572)] 2024-10-14 16:30:43,359 - ==> Total time: 1 day, 2:28:26 Eta: 19:34:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:30:49,669 - Train: 57.50% [719350/1251000] [575.0/1000.0] [batch_t 0.151 (0.173)] [data_t 0.006] [optim_t 0.145] [lr 0.001168] [CE 4.058 (4.448)] [KD 4.112 (4.330)] 2024-10-14 16:30:57,481 - Train: 57.51% [719400/1251000] [575.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001168] [CE 4.624 (4.502)] [KD 4.183 (4.391)] 2024-10-14 16:31:05,517 - Train: 57.51% [719450/1251000] [575.1/1000.0] [batch_t 0.156 (0.161)] [data_t 0.005] [optim_t 0.151] [lr 0.001168] [CE 4.483 (4.436)] [KD 4.469 (4.350)] 2024-10-14 16:31:13,075 - Train: 57.51% [719500/1251000] [575.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001168] [CE 4.554 (4.549)] [KD 4.397 (4.429)] 2024-10-14 16:31:20,906 - Train: 57.52% [719550/1251000] [575.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001168] [CE 4.376 (4.427)] [KD 4.438 (4.378)] 2024-10-14 16:31:28,444 - Train: 57.52% [719600/1251000] [575.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001167] [CE 3.994 (4.430)] [KD 4.049 (4.379)] 2024-10-14 16:31:36,002 - Train: 57.53% [719650/1251000] [575.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001167] [CE 4.716 (4.451)] [KD 4.713 (4.412)] 2024-10-14 16:31:43,633 - Train: 57.53% [719700/1251000] [575.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.006] [optim_t 0.149] [lr 0.001167] [CE 4.400 (4.488)] [KD 4.441 (4.359)] 2024-10-14 16:31:51,283 - Train: 57.53% [719750/1251000] [575.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001167] [CE 4.654 (4.493)] [KD 4.890 (4.414)] 2024-10-14 16:31:59,047 - Train: 57.54% [719800/1251000] [575.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001167] [CE 4.181 (4.418)] [KD 4.151 (4.349)] 2024-10-14 16:32:06,814 - Train: 57.54% [719850/1251000] [575.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001166] [CE 4.727 (4.479)] [KD 4.450 (4.378)] 2024-10-14 16:32:14,345 - Train: 57.55% [719900/1251000] [575.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001166] [CE 4.649 (4.518)] [KD 4.375 (4.452)] 2024-10-14 16:32:21,978 - Train: 57.55% [719950/1251000] [575.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001166] [CE 3.933 (4.461)] [KD 4.233 (4.367)] 2024-10-14 16:32:29,734 - Train: 57.55% [720000/1251000] [575.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.001166] [CE 4.535 (4.489)] [KD 4.445 (4.418)] 2024-10-14 16:32:37,401 - Train: 57.56% [720050/1251000] [575.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.001166] [CE 3.901 (4.474)] [KD 3.683 (4.347)] 2024-10-14 16:32:44,942 - Train: 57.56% [720100/1251000] [575.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001166] [CE 4.030 (4.516)] [KD 4.139 (4.453)] 2024-10-14 16:32:52,470 - Train: 57.57% [720150/1251000] [575.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.001165] [CE 4.619 (4.493)] [KD 4.498 (4.421)] 2024-10-14 16:33:00,184 - Train: 57.57% [720200/1251000] [575.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001165] [CE 4.799 (4.529)] [KD 4.531 (4.433)] 2024-10-14 16:33:07,915 - Train: 57.57% [720250/1251000] [575.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001165] [CE 4.661 (4.483)] [KD 4.405 (4.405)] 2024-10-14 16:33:15,736 - Train: 57.58% [720300/1251000] [575.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001165] [CE 4.746 (4.474)] [KD 4.824 (4.392)] 2024-10-14 16:33:23,211 - Train: 57.58% [720350/1251000] [575.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.005] [optim_t 0.145] [lr 0.001165] [CE 4.778 (4.537)] [KD 4.553 (4.406)] 2024-10-14 16:33:30,978 - Train: 57.59% [720400/1251000] [575.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001164] [CE 4.094 (4.482)] [KD 4.184 (4.367)] 2024-10-14 16:33:38,620 - Train: 57.59% [720450/1251000] [575.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001164] [CE 4.337 (4.551)] [KD 4.500 (4.425)] 2024-10-14 16:33:46,169 - Train: 57.59% [720500/1251000] [575.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001164] [CE 4.761 (4.476)] [KD 4.466 (4.353)] 2024-10-14 16:33:53,719 - Train: 57.60% [720550/1251000] [576.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001164] [CE 4.460 (4.459)] [KD 4.601 (4.422)] 2024-10-14 16:34:03,287 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35077] [top5_cnt 44882] [top_all 50000] 2024-10-14 16:34:03,287 - net: 70.154 (89.764) 2024-10-14 16:34:09,113 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37292] [top5_cnt 46003] [top_all 50000] 2024-10-14 16:34:09,113 - net_E: 74.584 (92.006) 2024-10-14 16:34:09,239 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.640 (epoch: 572)] 2024-10-14 16:34:09,239 - ==> Total time: 1 day, 2:31:52 Eta: 19:31:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:34:15,409 - Train: 57.60% [720600/1251000] [576.0/1000.0] [batch_t 0.156 (0.171)] [data_t 0.005] [optim_t 0.151] [lr 0.001164] [CE 4.679 (4.567)] [KD 4.311 (4.409)] 2024-10-14 16:34:23,338 - Train: 57.61% [720650/1251000] [576.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.001164] [CE 4.224 (4.424)] [KD 4.128 (4.367)] 2024-10-14 16:34:30,984 - Train: 57.61% [720700/1251000] [576.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001163] [CE 4.267 (4.500)] [KD 4.444 (4.426)] 2024-10-14 16:34:38,619 - Train: 57.61% [720750/1251000] [576.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001163] [CE 4.720 (4.541)] [KD 4.296 (4.444)] 2024-10-14 16:34:46,415 - Train: 57.62% [720800/1251000] [576.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001163] [CE 4.603 (4.444)] [KD 4.439 (4.386)] 2024-10-14 16:34:54,183 - Train: 57.62% [720850/1251000] [576.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001163] [CE 4.374 (4.481)] [KD 4.255 (4.404)] 2024-10-14 16:35:01,748 - Train: 57.63% [720900/1251000] [576.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001163] [CE 4.930 (4.485)] [KD 4.515 (4.414)] 2024-10-14 16:35:09,440 - Train: 57.63% [720950/1251000] [576.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001162] [CE 4.951 (4.466)] [KD 4.379 (4.341)] 2024-10-14 16:35:17,003 - Train: 57.63% [721000/1251000] [576.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001162] [CE 4.096 (4.462)] [KD 4.071 (4.373)] 2024-10-14 16:35:24,856 - Train: 57.64% [721050/1251000] [576.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.001162] [CE 4.100 (4.469)] [KD 4.146 (4.394)] 2024-10-14 16:35:32,514 - Train: 57.64% [721100/1251000] [576.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.001162] [CE 4.191 (4.532)] [KD 4.147 (4.437)] 2024-10-14 16:35:40,131 - Train: 57.65% [721150/1251000] [576.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001162] [CE 4.177 (4.477)] [KD 4.059 (4.357)] 2024-10-14 16:35:47,904 - Train: 57.65% [721200/1251000] [576.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001162] [CE 3.742 (4.466)] [KD 4.233 (4.312)] 2024-10-14 16:35:55,520 - Train: 57.65% [721250/1251000] [576.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001161] [CE 4.535 (4.523)] [KD 4.551 (4.405)] 2024-10-14 16:36:03,247 - Train: 57.66% [721300/1251000] [576.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001161] [CE 4.842 (4.422)] [KD 4.553 (4.374)] 2024-10-14 16:36:10,808 - Train: 57.66% [721350/1251000] [576.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001161] [CE 4.023 (4.468)] [KD 4.251 (4.354)] 2024-10-14 16:36:18,371 - Train: 57.67% [721400/1251000] [576.7/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001161] [CE 4.734 (4.419)] [KD 4.493 (4.354)] 2024-10-14 16:36:26,065 - Train: 57.67% [721450/1251000] [576.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001161] [CE 4.045 (4.401)] [KD 4.321 (4.350)] 2024-10-14 16:36:34,185 - Train: 57.67% [721500/1251000] [576.7/1000.0] [batch_t 0.258 (0.162)] [data_t 0.005] [optim_t 0.253] [lr 0.001160] [CE 4.206 (4.508)] [KD 3.754 (4.367)] 2024-10-14 16:36:41,835 - Train: 57.68% [721550/1251000] [576.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001160] [CE 4.630 (4.488)] [KD 4.384 (4.370)] 2024-10-14 16:36:49,475 - Train: 57.68% [721600/1251000] [576.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001160] [CE 4.440 (4.522)] [KD 4.138 (4.414)] 2024-10-14 16:36:57,058 - Train: 57.69% [721650/1251000] [576.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001160] [CE 4.651 (4.458)] [KD 4.195 (4.383)] 2024-10-14 16:37:04,654 - Train: 57.69% [721700/1251000] [576.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001160] [CE 4.720 (4.426)] [KD 4.484 (4.340)] 2024-10-14 16:37:12,447 - Train: 57.69% [721750/1251000] [576.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.001160] [CE 4.547 (4.448)] [KD 4.403 (4.401)] 2024-10-14 16:37:20,220 - Train: 57.70% [721800/1251000] [577.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001159] [CE 4.471 (4.477)] [KD 4.433 (4.412)] 2024-10-14 16:37:30,015 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34962] [top5_cnt 44811] [top_all 50000] 2024-10-14 16:37:30,016 - net: 69.924 (89.622) 2024-10-14 16:37:35,714 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37339] [top5_cnt 46014] [top_all 50000] 2024-10-14 16:37:35,714 - net_E: 74.678 (92.028) 2024-10-14 16:37:35,863 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:37:35,863 - ==> Total time: 1 day, 2:35:19 Eta: 19:29:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:37:46,219 - Train: 57.70% [721850/1251000] [577.0/1000.0] [batch_t 0.148 (0.174)] [data_t 0.004] [optim_t 0.144] [lr 0.001159] [CE 4.113 (4.418)] [KD 4.126 (4.314)] 2024-10-14 16:37:54,029 - Train: 57.71% [721900/1251000] [577.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.001159] [CE 4.821 (4.400)] [KD 4.460 (4.303)] 2024-10-14 16:38:01,734 - Train: 57.71% [721950/1251000] [577.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.001159] [CE 4.303 (4.498)] [KD 4.170 (4.350)] 2024-10-14 16:38:09,517 - Train: 57.71% [722000/1251000] [577.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001159] [CE 4.059 (4.495)] [KD 4.092 (4.356)] 2024-10-14 16:38:17,380 - Train: 57.72% [722050/1251000] [577.2/1000.0] [batch_t 0.160 (0.157)] [data_t 0.003] [optim_t 0.157] [lr 0.001158] [CE 4.785 (4.553)] [KD 4.627 (4.450)] 2024-10-14 16:38:25,147 - Train: 57.72% [722100/1251000] [577.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001158] [CE 4.547 (4.463)] [KD 4.231 (4.347)] 2024-10-14 16:38:32,681 - Train: 57.73% [722150/1251000] [577.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001158] [CE 4.052 (4.499)] [KD 4.136 (4.410)] 2024-10-14 16:38:40,337 - Train: 57.73% [722200/1251000] [577.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001158] [CE 4.789 (4.548)] [KD 4.305 (4.375)] 2024-10-14 16:38:48,072 - Train: 57.73% [722250/1251000] [577.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001158] [CE 4.415 (4.472)] [KD 4.235 (4.373)] 2024-10-14 16:38:55,700 - Train: 57.74% [722300/1251000] [577.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001158] [CE 4.249 (4.458)] [KD 4.187 (4.384)] 2024-10-14 16:39:03,509 - Train: 57.74% [722350/1251000] [577.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001157] [CE 4.560 (4.480)] [KD 4.328 (4.399)] 2024-10-14 16:39:11,047 - Train: 57.75% [722400/1251000] [577.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.001157] [CE 4.210 (4.472)] [KD 4.255 (4.369)] 2024-10-14 16:39:18,610 - Train: 57.75% [722450/1251000] [577.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001157] [CE 4.244 (4.514)] [KD 4.268 (4.462)] 2024-10-14 16:39:26,394 - Train: 57.75% [722500/1251000] [577.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.006] [optim_t 0.144] [lr 0.001157] [CE 3.882 (4.442)] [KD 4.155 (4.426)] 2024-10-14 16:39:34,068 - Train: 57.76% [722550/1251000] [577.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001157] [CE 4.522 (4.453)] [KD 4.501 (4.398)] 2024-10-14 16:39:41,783 - Train: 57.76% [722600/1251000] [577.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001156] [CE 4.945 (4.449)] [KD 4.695 (4.333)] 2024-10-14 16:39:49,499 - Train: 57.77% [722650/1251000] [577.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001156] [CE 4.630 (4.528)] [KD 4.215 (4.380)] 2024-10-14 16:39:57,418 - Train: 57.77% [722700/1251000] [577.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.001156] [CE 4.654 (4.475)] [KD 4.580 (4.378)] 2024-10-14 16:40:05,023 - Train: 57.77% [722750/1251000] [577.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001156] [CE 4.183 (4.443)] [KD 4.172 (4.397)] 2024-10-14 16:40:12,633 - Train: 57.78% [722800/1251000] [577.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001156] [CE 4.450 (4.518)] [KD 4.142 (4.369)] 2024-10-14 16:40:20,336 - Train: 57.78% [722850/1251000] [577.8/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.001156] [CE 4.435 (4.481)] [KD 4.217 (4.374)] 2024-10-14 16:40:27,972 - Train: 57.79% [722900/1251000] [577.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001155] [CE 4.387 (4.494)] [KD 4.118 (4.364)] 2024-10-14 16:40:35,617 - Train: 57.79% [722950/1251000] [577.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001155] [CE 4.384 (4.524)] [KD 4.137 (4.439)] 2024-10-14 16:40:43,307 - Train: 57.79% [723000/1251000] [577.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001155] [CE 4.575 (4.430)] [KD 4.507 (4.351)] 2024-10-14 16:40:50,898 - Train: 57.80% [723050/1251000] [578.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.001155] [CE 4.967 (4.495)] [KD 4.396 (4.415)] 2024-10-14 16:41:00,962 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 34972] [top5_cnt 44848] [top_all 50000] 2024-10-14 16:41:00,962 - net: 69.944 (89.696) 2024-10-14 16:41:06,780 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37308] [top5_cnt 46045] [top_all 50000] 2024-10-14 16:41:06,780 - net_E: 74.616 (92.090) 2024-10-14 16:41:06,905 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:41:06,905 - ==> Total time: 1 day, 2:38:50 Eta: 19:27:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:41:13,180 - Train: 57.80% [723100/1251000] [578.0/1000.0] [batch_t 0.156 (0.185)] [data_t 0.005] [optim_t 0.151] [lr 0.001155] [CE 4.165 (4.537)] [KD 4.436 (4.387)] 2024-10-14 16:41:21,010 - Train: 57.81% [723150/1251000] [578.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001154] [CE 5.094 (4.556)] [KD 4.441 (4.403)] 2024-10-14 16:41:28,606 - Train: 57.81% [723200/1251000] [578.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001154] [CE 4.641 (4.465)] [KD 4.630 (4.359)] 2024-10-14 16:41:36,146 - Train: 57.81% [723250/1251000] [578.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001154] [CE 4.497 (4.509)] [KD 4.291 (4.365)] 2024-10-14 16:41:43,950 - Train: 57.82% [723300/1251000] [578.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001154] [CE 4.338 (4.426)] [KD 4.214 (4.318)] 2024-10-14 16:41:51,709 - Train: 57.82% [723350/1251000] [578.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001154] [CE 4.694 (4.549)] [KD 4.047 (4.408)] 2024-10-14 16:41:59,504 - Train: 57.83% [723400/1251000] [578.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001154] [CE 4.303 (4.497)] [KD 4.280 (4.349)] 2024-10-14 16:42:07,253 - Train: 57.83% [723450/1251000] [578.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001153] [CE 4.089 (4.524)] [KD 4.161 (4.442)] 2024-10-14 16:42:15,123 - Train: 57.83% [723500/1251000] [578.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001153] [CE 4.513 (4.436)] [KD 4.573 (4.298)] 2024-10-14 16:42:22,847 - Train: 57.84% [723550/1251000] [578.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001153] [CE 4.653 (4.416)] [KD 4.328 (4.296)] 2024-10-14 16:42:30,557 - Train: 57.84% [723600/1251000] [578.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001153] [CE 4.972 (4.465)] [KD 4.698 (4.380)] 2024-10-14 16:42:38,284 - Train: 57.85% [723650/1251000] [578.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.001153] [CE 4.440 (4.492)] [KD 4.077 (4.313)] 2024-10-14 16:42:46,066 - Train: 57.85% [723700/1251000] [578.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001152] [CE 4.301 (4.511)] [KD 4.463 (4.395)] 2024-10-14 16:42:53,767 - Train: 57.85% [723750/1251000] [578.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001152] [CE 4.252 (4.491)] [KD 4.111 (4.370)] 2024-10-14 16:43:01,435 - Train: 57.86% [723800/1251000] [578.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001152] [CE 4.396 (4.468)] [KD 4.409 (4.385)] 2024-10-14 16:43:09,036 - Train: 57.86% [723850/1251000] [578.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001152] [CE 4.704 (4.506)] [KD 4.481 (4.379)] 2024-10-14 16:43:16,582 - Train: 57.87% [723900/1251000] [578.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001152] [CE 4.353 (4.439)] [KD 4.209 (4.387)] 2024-10-14 16:43:24,603 - Train: 57.87% [723950/1251000] [578.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.001152] [CE 4.244 (4.471)] [KD 4.314 (4.350)] 2024-10-14 16:43:32,423 - Train: 57.87% [724000/1251000] [578.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001151] [CE 4.694 (4.488)] [KD 4.315 (4.346)] 2024-10-14 16:43:40,081 - Train: 57.88% [724050/1251000] [578.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001151] [CE 4.768 (4.495)] [KD 4.427 (4.384)] 2024-10-14 16:43:47,854 - Train: 57.88% [724100/1251000] [578.8/1000.0] [batch_t 0.283 (0.155)] [data_t 0.003] [optim_t 0.279] [lr 0.001151] [CE 3.631 (4.472)] [KD 3.867 (4.421)] 2024-10-14 16:43:55,492 - Train: 57.89% [724150/1251000] [578.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001151] [CE 4.377 (4.484)] [KD 4.384 (4.407)] 2024-10-14 16:44:03,226 - Train: 57.89% [724200/1251000] [578.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001151] [CE 4.108 (4.453)] [KD 3.944 (4.351)] 2024-10-14 16:44:11,124 - Train: 57.89% [724250/1251000] [578.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.001151] [CE 4.502 (4.456)] [KD 4.242 (4.328)] 2024-10-14 16:44:18,701 - Train: 57.90% [724300/1251000] [579.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001150] [CE 4.569 (4.520)] [KD 4.520 (4.401)] 2024-10-14 16:44:28,775 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34956] [top5_cnt 44722] [top_all 50000] 2024-10-14 16:44:28,776 - net: 69.912 (89.444) 2024-10-14 16:44:34,607 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37281] [top5_cnt 46067] [top_all 50000] 2024-10-14 16:44:34,608 - net_E: 74.562 (92.134) 2024-10-14 16:44:34,735 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:44:34,735 - ==> Total time: 1 day, 2:42:17 Eta: 19:25:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:44:40,165 - Train: 57.90% [724350/1251000] [579.0/1000.0] [batch_t 0.150 (0.185)] [data_t 0.004] [optim_t 0.146] [lr 0.001150] [CE 4.672 (4.489)] [KD 4.488 (4.337)] 2024-10-14 16:44:47,824 - Train: 57.91% [724400/1251000] [579.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001150] [CE 4.632 (4.476)] [KD 4.595 (4.341)] 2024-10-14 16:44:55,318 - Train: 57.91% [724450/1251000] [579.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001150] [CE 4.327 (4.447)] [KD 4.178 (4.273)] 2024-10-14 16:45:03,022 - Train: 57.91% [724500/1251000] [579.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001150] [CE 4.361 (4.432)] [KD 4.287 (4.329)] 2024-10-14 16:45:10,541 - Train: 57.92% [724550/1251000] [579.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001149] [CE 4.897 (4.526)] [KD 4.569 (4.372)] 2024-10-14 16:45:18,438 - Train: 57.92% [724600/1251000] [579.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.001149] [CE 4.215 (4.444)] [KD 4.220 (4.321)] 2024-10-14 16:45:26,190 - Train: 57.93% [724650/1251000] [579.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001149] [CE 4.461 (4.445)] [KD 4.611 (4.378)] 2024-10-14 16:45:33,872 - Train: 57.93% [724700/1251000] [579.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001149] [CE 4.491 (4.410)] [KD 4.353 (4.322)] 2024-10-14 16:45:41,635 - Train: 57.93% [724750/1251000] [579.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001149] [CE 4.621 (4.474)] [KD 4.469 (4.458)] 2024-10-14 16:45:49,226 - Train: 57.94% [724800/1251000] [579.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001149] [CE 4.112 (4.431)] [KD 4.315 (4.363)] 2024-10-14 16:45:56,823 - Train: 57.94% [724850/1251000] [579.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001148] [CE 4.451 (4.506)] [KD 4.612 (4.393)] 2024-10-14 16:46:04,575 - Train: 57.95% [724900/1251000] [579.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001148] [CE 4.386 (4.474)] [KD 4.422 (4.346)] 2024-10-14 16:46:12,372 - Train: 57.95% [724950/1251000] [579.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001148] [CE 4.427 (4.525)] [KD 4.440 (4.468)] 2024-10-14 16:46:20,047 - Train: 57.95% [725000/1251000] [579.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001148] [CE 4.318 (4.464)] [KD 4.400 (4.368)] 2024-10-14 16:46:27,974 - Train: 57.96% [725050/1251000] [579.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.001148] [CE 4.614 (4.471)] [KD 4.602 (4.408)] 2024-10-14 16:46:35,540 - Train: 57.96% [725100/1251000] [579.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001147] [CE 3.996 (4.447)] [KD 4.387 (4.376)] 2024-10-14 16:46:43,110 - Train: 57.97% [725150/1251000] [579.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001147] [CE 4.832 (4.538)] [KD 4.663 (4.392)] 2024-10-14 16:46:50,990 - Train: 57.97% [725200/1251000] [579.7/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.001147] [CE 4.503 (4.496)] [KD 4.258 (4.399)] 2024-10-14 16:46:58,532 - Train: 57.97% [725250/1251000] [579.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001147] [CE 4.369 (4.501)] [KD 4.356 (4.387)] 2024-10-14 16:47:06,207 - Train: 57.98% [725300/1251000] [579.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001147] [CE 4.597 (4.511)] [KD 4.444 (4.412)] 2024-10-14 16:47:13,777 - Train: 57.98% [725350/1251000] [579.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001147] [CE 4.823 (4.463)] [KD 4.632 (4.358)] 2024-10-14 16:47:21,366 - Train: 57.99% [725400/1251000] [579.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001146] [CE 4.130 (4.500)] [KD 4.300 (4.394)] 2024-10-14 16:47:29,393 - Train: 57.99% [725450/1251000] [579.9/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.001146] [CE 4.483 (4.564)] [KD 4.374 (4.434)] 2024-10-14 16:47:37,228 - Train: 57.99% [725500/1251000] [579.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001146] [CE 4.550 (4.477)] [KD 4.458 (4.425)] 2024-10-14 16:47:44,809 - Train: 58.00% [725550/1251000] [580.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.001146] [CE 4.399 (4.484)] [KD 4.510 (4.417)] 2024-10-14 16:47:55,039 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35057] [top5_cnt 44819] [top_all 50000] 2024-10-14 16:47:55,039 - net: 70.114 (89.638) 2024-10-14 16:48:00,959 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.107)] [top1_cnt 37250] [top5_cnt 46056] [top_all 50000] 2024-10-14 16:48:00,960 - net_E: 74.500 (92.112) 2024-10-14 16:48:01,074 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:48:01,074 - ==> Total time: 1 day, 2:45:44 Eta: 19:22:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:48:11,187 - Train: 58.00% [725600/1251000] [580.0/1000.0] [batch_t 0.149 (0.181)] [data_t 0.004] [optim_t 0.145] [lr 0.001146] [CE 4.368 (4.454)] [KD 4.482 (4.343)] 2024-10-14 16:48:18,850 - Train: 58.01% [725650/1251000] [580.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001145] [CE 4.328 (4.496)] [KD 4.272 (4.347)] 2024-10-14 16:48:26,385 - Train: 58.01% [725700/1251000] [580.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001145] [CE 4.412 (4.499)] [KD 4.477 (4.392)] 2024-10-14 16:48:34,004 - Train: 58.01% [725750/1251000] [580.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.001145] [CE 4.681 (4.555)] [KD 4.387 (4.371)] 2024-10-14 16:48:41,661 - Train: 58.02% [725800/1251000] [580.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001145] [CE 4.469 (4.486)] [KD 4.388 (4.343)] 2024-10-14 16:48:49,658 - Train: 58.02% [725850/1251000] [580.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001145] [CE 4.477 (4.562)] [KD 4.109 (4.382)] 2024-10-14 16:48:57,719 - Train: 58.03% [725900/1251000] [580.3/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.001145] [CE 4.692 (4.470)] [KD 4.326 (4.318)] 2024-10-14 16:49:05,570 - Train: 58.03% [725950/1251000] [580.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.001144] [CE 4.715 (4.508)] [KD 4.425 (4.359)] 2024-10-14 16:49:13,343 - Train: 58.03% [726000/1251000] [580.3/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.158] [lr 0.001144] [CE 5.008 (4.483)] [KD 4.559 (4.331)] 2024-10-14 16:49:21,188 - Train: 58.04% [726050/1251000] [580.4/1000.0] [batch_t 0.165 (0.157)] [data_t 0.004] [optim_t 0.161] [lr 0.001144] [CE 3.966 (4.522)] [KD 4.348 (4.344)] 2024-10-14 16:49:28,854 - Train: 58.04% [726100/1251000] [580.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001144] [CE 4.319 (4.484)] [KD 4.076 (4.364)] 2024-10-14 16:49:36,526 - Train: 58.05% [726150/1251000] [580.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001144] [CE 4.353 (4.434)] [KD 4.498 (4.303)] 2024-10-14 16:49:44,253 - Train: 58.05% [726200/1251000] [580.5/1000.0] [batch_t 0.266 (0.154)] [data_t 0.005] [optim_t 0.262] [lr 0.001143] [CE 4.728 (4.513)] [KD 4.618 (4.432)] 2024-10-14 16:49:51,956 - Train: 58.05% [726250/1251000] [580.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001143] [CE 4.271 (4.427)] [KD 4.005 (4.359)] 2024-10-14 16:50:00,219 - Train: 58.06% [726300/1251000] [580.6/1000.0] [batch_t 0.150 (0.165)] [data_t 0.005] [optim_t 0.145] [lr 0.001143] [CE 4.252 (4.471)] [KD 4.219 (4.320)] 2024-10-14 16:50:07,997 - Train: 58.06% [726350/1251000] [580.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.001143] [CE 4.471 (4.550)] [KD 4.545 (4.441)] 2024-10-14 16:50:15,599 - Train: 58.07% [726400/1251000] [580.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.001143] [CE 4.575 (4.483)] [KD 4.454 (4.384)] 2024-10-14 16:50:23,141 - Train: 58.07% [726450/1251000] [580.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001143] [CE 4.691 (4.478)] [KD 4.317 (4.364)] 2024-10-14 16:50:30,664 - Train: 58.07% [726500/1251000] [580.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.001142] [CE 4.604 (4.520)] [KD 4.561 (4.390)] 2024-10-14 16:50:38,218 - Train: 58.08% [726550/1251000] [580.8/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.001142] [CE 4.844 (4.546)] [KD 4.519 (4.404)] 2024-10-14 16:50:45,933 - Train: 58.08% [726600/1251000] [580.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001142] [CE 4.098 (4.495)] [KD 4.161 (4.392)] 2024-10-14 16:50:53,620 - Train: 58.09% [726650/1251000] [580.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001142] [CE 4.468 (4.475)] [KD 4.226 (4.340)] 2024-10-14 16:51:01,769 - Train: 58.09% [726700/1251000] [580.9/1000.0] [batch_t 0.154 (0.163)] [data_t 0.004] [optim_t 0.149] [lr 0.001142] [CE 4.734 (4.508)] [KD 4.509 (4.351)] 2024-10-14 16:51:09,526 - Train: 58.09% [726750/1251000] [580.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001141] [CE 4.442 (4.497)] [KD 4.381 (4.307)] 2024-10-14 16:51:17,093 - Train: 58.10% [726800/1251000] [581.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001141] [CE 4.288 (4.515)] [KD 4.160 (4.374)] 2024-10-14 16:51:27,355 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 34917] [top5_cnt 44769] [top_all 50000] 2024-10-14 16:51:27,356 - net: 69.834 (89.538) 2024-10-14 16:51:33,159 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37273] [top5_cnt 46052] [top_all 50000] 2024-10-14 16:51:33,159 - net_E: 74.546 (92.104) 2024-10-14 16:51:33,305 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:51:33,305 - ==> Total time: 1 day, 2:49:16 Eta: 19:20:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:51:38,235 - Train: 58.10% [726850/1251000] [581.0/1000.0] [batch_t 0.151 (0.171)] [data_t 0.004] [optim_t 0.147] [lr 0.001141] [CE 4.025 (4.382)] [KD 4.386 (4.300)] 2024-10-14 16:51:45,859 - Train: 58.11% [726900/1251000] [581.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001141] [CE 4.764 (4.474)] [KD 4.235 (4.323)] 2024-10-14 16:51:53,625 - Train: 58.11% [726950/1251000] [581.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001141] [CE 4.424 (4.431)] [KD 3.972 (4.327)] 2024-10-14 16:52:01,343 - Train: 58.11% [727000/1251000] [581.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001141] [CE 4.138 (4.433)] [KD 4.096 (4.341)] 2024-10-14 16:52:08,909 - Train: 58.12% [727050/1251000] [581.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001140] [CE 4.581 (4.611)] [KD 4.290 (4.400)] 2024-10-14 16:52:16,733 - Train: 58.12% [727100/1251000] [581.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001140] [CE 4.554 (4.470)] [KD 4.190 (4.313)] 2024-10-14 16:52:24,740 - Train: 58.13% [727150/1251000] [581.3/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.001140] [CE 4.457 (4.474)] [KD 4.245 (4.309)] 2024-10-14 16:52:32,340 - Train: 58.13% [727200/1251000] [581.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001140] [CE 4.591 (4.549)] [KD 4.174 (4.435)] 2024-10-14 16:52:40,055 - Train: 58.13% [727250/1251000] [581.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001140] [CE 4.779 (4.532)] [KD 4.691 (4.354)] 2024-10-14 16:52:47,617 - Train: 58.14% [727300/1251000] [581.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001139] [CE 4.394 (4.502)] [KD 4.280 (4.408)] 2024-10-14 16:52:55,317 - Train: 58.14% [727350/1251000] [581.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001139] [CE 4.225 (4.438)] [KD 4.421 (4.292)] 2024-10-14 16:53:02,923 - Train: 58.15% [727400/1251000] [581.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001139] [CE 4.526 (4.474)] [KD 4.428 (4.427)] 2024-10-14 16:53:10,640 - Train: 58.15% [727450/1251000] [581.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001139] [CE 4.600 (4.486)] [KD 4.513 (4.373)] 2024-10-14 16:53:18,219 - Train: 58.15% [727500/1251000] [581.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001139] [CE 4.263 (4.500)] [KD 4.443 (4.378)] 2024-10-14 16:53:26,266 - Train: 58.16% [727550/1251000] [581.6/1000.0] [batch_t 0.148 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.001139] [CE 5.060 (4.427)] [KD 4.574 (4.333)] 2024-10-14 16:53:33,983 - Train: 58.16% [727600/1251000] [581.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001138] [CE 4.260 (4.479)] [KD 4.066 (4.376)] 2024-10-14 16:53:41,555 - Train: 58.17% [727650/1251000] [581.7/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.001138] [CE 3.699 (4.452)] [KD 3.988 (4.336)] 2024-10-14 16:53:49,367 - Train: 58.17% [727700/1251000] [581.7/1000.0] [batch_t 0.269 (0.156)] [data_t 0.004] [optim_t 0.264] [lr 0.001138] [CE 4.431 (4.481)] [KD 4.615 (4.415)] 2024-10-14 16:53:56,974 - Train: 58.17% [727750/1251000] [581.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001138] [CE 4.505 (4.399)] [KD 4.160 (4.288)] 2024-10-14 16:54:04,709 - Train: 58.18% [727800/1251000] [581.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001138] [CE 4.807 (4.465)] [KD 4.756 (4.383)] 2024-10-14 16:54:12,365 - Train: 58.18% [727850/1251000] [581.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001138] [CE 4.841 (4.412)] [KD 4.597 (4.350)] 2024-10-14 16:54:20,026 - Train: 58.19% [727900/1251000] [581.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001137] [CE 4.245 (4.471)] [KD 4.203 (4.351)] 2024-10-14 16:54:27,862 - Train: 58.19% [727950/1251000] [581.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001137] [CE 4.756 (4.431)] [KD 4.437 (4.332)] 2024-10-14 16:54:36,053 - Train: 58.19% [728000/1251000] [581.9/1000.0] [batch_t 0.151 (0.164)] [data_t 0.004] [optim_t 0.147] [lr 0.001137] [CE 4.044 (4.399)] [KD 4.163 (4.327)] 2024-10-14 16:54:43,651 - Train: 58.20% [728050/1251000] [582.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001137] [CE 4.661 (4.484)] [KD 4.426 (4.350)] 2024-10-14 16:54:54,225 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 34887] [top5_cnt 44673] [top_all 50000] 2024-10-14 16:54:54,225 - net: 69.774 (89.346) 2024-10-14 16:55:00,100 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37280] [top5_cnt 46066] [top_all 50000] 2024-10-14 16:55:00,100 - net_E: 74.560 (92.132) 2024-10-14 16:55:00,248 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:55:00,248 - ==> Total time: 1 day, 2:52:43 Eta: 19:18:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:55:05,102 - Train: 58.20% [728100/1251000] [582.0/1000.0] [batch_t 0.149 (0.177)] [data_t 0.005] [optim_t 0.144] [lr 0.001137] [CE 4.692 (4.597)] [KD 4.514 (4.428)] 2024-10-14 16:55:12,679 - Train: 58.21% [728150/1251000] [582.1/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.001136] [CE 3.939 (4.465)] [KD 4.000 (4.352)] 2024-10-14 16:55:20,319 - Train: 58.21% [728200/1251000] [582.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001136] [CE 4.063 (4.404)] [KD 4.117 (4.330)] 2024-10-14 16:55:27,929 - Train: 58.21% [728250/1251000] [582.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001136] [CE 4.037 (4.443)] [KD 4.149 (4.367)] 2024-10-14 16:55:35,896 - Train: 58.22% [728300/1251000] [582.2/1000.0] [batch_t 0.159 (0.159)] [data_t 0.005] [optim_t 0.155] [lr 0.001136] [CE 4.334 (4.416)] [KD 4.422 (4.343)] 2024-10-14 16:55:43,696 - Train: 58.22% [728350/1251000] [582.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001136] [CE 4.423 (4.558)] [KD 4.287 (4.426)] 2024-10-14 16:55:51,557 - Train: 58.23% [728400/1251000] [582.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.006] [optim_t 0.146] [lr 0.001136] [CE 4.189 (4.491)] [KD 4.067 (4.331)] 2024-10-14 16:55:59,310 - Train: 58.23% [728450/1251000] [582.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001135] [CE 4.683 (4.447)] [KD 4.656 (4.319)] 2024-10-14 16:56:07,020 - Train: 58.23% [728500/1251000] [582.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.001135] [CE 4.576 (4.432)] [KD 4.231 (4.343)] 2024-10-14 16:56:14,852 - Train: 58.24% [728550/1251000] [582.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001135] [CE 4.614 (4.458)] [KD 4.484 (4.365)] 2024-10-14 16:56:22,449 - Train: 58.24% [728600/1251000] [582.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001135] [CE 4.240 (4.473)] [KD 4.289 (4.348)] 2024-10-14 16:56:30,029 - Train: 58.25% [728650/1251000] [582.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001135] [CE 4.740 (4.450)] [KD 4.453 (4.357)] 2024-10-14 16:56:37,985 - Train: 58.25% [728700/1251000] [582.5/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.001134] [CE 4.361 (4.457)] [KD 4.301 (4.314)] 2024-10-14 16:56:45,681 - Train: 58.25% [728750/1251000] [582.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001134] [CE 4.241 (4.470)] [KD 4.410 (4.395)] 2024-10-14 16:56:53,387 - Train: 58.26% [728800/1251000] [582.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.001134] [CE 3.989 (4.448)] [KD 4.051 (4.303)] 2024-10-14 16:57:01,296 - Train: 58.26% [728850/1251000] [582.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001134] [CE 4.852 (4.565)] [KD 4.728 (4.412)] 2024-10-14 16:57:08,927 - Train: 58.27% [728900/1251000] [582.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001134] [CE 3.857 (4.426)] [KD 4.179 (4.419)] 2024-10-14 16:57:16,489 - Train: 58.27% [728950/1251000] [582.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001134] [CE 4.294 (4.504)] [KD 4.449 (4.392)] 2024-10-14 16:57:24,175 - Train: 58.27% [729000/1251000] [582.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001133] [CE 4.416 (4.419)] [KD 4.344 (4.368)] 2024-10-14 16:57:31,746 - Train: 58.28% [729050/1251000] [582.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001133] [CE 4.032 (4.443)] [KD 4.087 (4.327)] 2024-10-14 16:57:39,320 - Train: 58.28% [729100/1251000] [582.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001133] [CE 3.995 (4.550)] [KD 4.092 (4.367)] 2024-10-14 16:57:47,268 - Train: 58.29% [729150/1251000] [582.9/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.001133] [CE 5.020 (4.492)] [KD 4.661 (4.385)] 2024-10-14 16:57:55,108 - Train: 58.29% [729200/1251000] [582.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001133] [CE 4.669 (4.495)] [KD 4.501 (4.388)] 2024-10-14 16:58:02,904 - Train: 58.29% [729250/1251000] [582.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001132] [CE 4.308 (4.467)] [KD 4.151 (4.412)] 2024-10-14 16:58:10,501 - Train: 58.30% [729300/1251000] [583.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001132] [CE 4.571 (4.468)] [KD 4.513 (4.391)] 2024-10-14 16:58:21,101 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 34579] [top5_cnt 44477] [top_all 50000] 2024-10-14 16:58:21,101 - net: 69.158 (88.954) 2024-10-14 16:58:26,974 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37281] [top5_cnt 46051] [top_all 50000] 2024-10-14 16:58:26,974 - net_E: 74.562 (92.102) 2024-10-14 16:58:27,141 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 16:58:27,142 - ==> Total time: 1 day, 2:56:10 Eta: 19:15:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 16:58:31,722 - Train: 58.30% [729350/1251000] [583.0/1000.0] [batch_t 0.152 (0.179)] [data_t 0.004] [optim_t 0.148] [lr 0.001132] [CE 5.073 (4.473)] [KD 4.948 (4.315)] 2024-10-14 16:58:39,415 - Train: 58.31% [729400/1251000] [583.1/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.001132] [CE 5.066 (4.535)] [KD 4.731 (4.396)] 2024-10-14 16:58:47,000 - Train: 58.31% [729450/1251000] [583.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001132] [CE 4.325 (4.436)] [KD 4.273 (4.306)] 2024-10-14 16:58:54,688 - Train: 58.31% [729500/1251000] [583.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001132] [CE 4.406 (4.448)] [KD 4.395 (4.322)] 2024-10-14 16:59:02,679 - Train: 58.32% [729550/1251000] [583.2/1000.0] [batch_t 0.161 (0.160)] [data_t 0.005] [optim_t 0.156] [lr 0.001131] [CE 4.353 (4.500)] [KD 4.384 (4.371)] 2024-10-14 16:59:10,634 - Train: 58.32% [729600/1251000] [583.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.001131] [CE 4.627 (4.482)] [KD 4.647 (4.300)] 2024-10-14 16:59:18,211 - Train: 58.33% [729650/1251000] [583.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001131] [CE 4.141 (4.459)] [KD 4.211 (4.356)] 2024-10-14 16:59:25,796 - Train: 58.33% [729700/1251000] [583.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001131] [CE 4.807 (4.470)] [KD 4.393 (4.364)] 2024-10-14 16:59:33,409 - Train: 58.33% [729750/1251000] [583.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001131] [CE 4.590 (4.459)] [KD 4.354 (4.358)] 2024-10-14 16:59:41,040 - Train: 58.34% [729800/1251000] [583.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001130] [CE 4.457 (4.509)] [KD 4.311 (4.348)] 2024-10-14 16:59:48,826 - Train: 58.34% [729850/1251000] [583.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001130] [CE 4.131 (4.415)] [KD 3.965 (4.286)] 2024-10-14 16:59:56,351 - Train: 58.35% [729900/1251000] [583.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001130] [CE 4.330 (4.464)] [KD 4.035 (4.338)] 2024-10-14 17:00:04,049 - Train: 58.35% [729950/1251000] [583.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001130] [CE 4.811 (4.465)] [KD 4.464 (4.315)] 2024-10-14 17:00:11,834 - Train: 58.35% [730000/1251000] [583.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001130] [CE 4.594 (4.456)] [KD 4.397 (4.362)] 2024-10-14 17:00:19,722 - Train: 58.36% [730050/1251000] [583.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001130] [CE 4.529 (4.527)] [KD 4.457 (4.370)] 2024-10-14 17:00:27,248 - Train: 58.36% [730100/1251000] [583.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001129] [CE 4.955 (4.459)] [KD 4.632 (4.384)] 2024-10-14 17:00:34,847 - Train: 58.37% [730150/1251000] [583.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001129] [CE 4.447 (4.570)] [KD 4.410 (4.447)] 2024-10-14 17:00:42,364 - Train: 58.37% [730200/1251000] [583.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001129] [CE 4.064 (4.496)] [KD 4.241 (4.371)] 2024-10-14 17:00:50,048 - Train: 58.37% [730250/1251000] [583.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001129] [CE 4.700 (4.494)] [KD 4.364 (4.370)] 2024-10-14 17:00:57,605 - Train: 58.38% [730300/1251000] [583.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001129] [CE 4.210 (4.509)] [KD 4.325 (4.346)] 2024-10-14 17:01:05,330 - Train: 58.38% [730350/1251000] [583.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001128] [CE 4.821 (4.452)] [KD 4.633 (4.360)] 2024-10-14 17:01:13,110 - Train: 58.39% [730400/1251000] [583.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001128] [CE 4.410 (4.462)] [KD 4.256 (4.315)] 2024-10-14 17:01:21,037 - Train: 58.39% [730450/1251000] [583.9/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001128] [CE 4.168 (4.492)] [KD 4.222 (4.391)] 2024-10-14 17:01:28,714 - Train: 58.39% [730500/1251000] [583.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001128] [CE 4.691 (4.452)] [KD 4.600 (4.330)] 2024-10-14 17:01:36,234 - Train: 58.40% [730550/1251000] [584.0/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.001128] [CE 4.198 (4.497)] [KD 4.262 (4.360)] 2024-10-14 17:01:47,179 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 34726] [top5_cnt 44559] [top_all 50000] 2024-10-14 17:01:47,179 - net: 69.452 (89.118) 2024-10-14 17:01:53,013 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37292] [top5_cnt 46054] [top_all 50000] 2024-10-14 17:01:53,013 - net_E: 74.584 (92.108) 2024-10-14 17:01:53,162 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 17:01:53,163 - ==> Total time: 1 day, 2:59:36 Eta: 19:13:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:01:57,827 - Train: 58.40% [730600/1251000] [584.0/1000.0] [batch_t 0.154 (0.177)] [data_t 0.003] [optim_t 0.150] [lr 0.001128] [CE 4.714 (4.343)] [KD 4.391 (4.281)] 2024-10-14 17:02:05,629 - Train: 58.41% [730650/1251000] [584.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001127] [CE 4.700 (4.449)] [KD 4.157 (4.287)] 2024-10-14 17:02:13,270 - Train: 58.41% [730700/1251000] [584.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001127] [CE 4.578 (4.487)] [KD 4.370 (4.283)] 2024-10-14 17:02:20,881 - Train: 58.41% [730750/1251000] [584.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001127] [CE 4.589 (4.456)] [KD 4.407 (4.286)] 2024-10-14 17:02:28,622 - Train: 58.42% [730800/1251000] [584.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.001127] [CE 4.514 (4.485)] [KD 4.380 (4.283)] 2024-10-14 17:02:36,273 - Train: 58.42% [730850/1251000] [584.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001127] [CE 4.823 (4.467)] [KD 4.449 (4.355)] 2024-10-14 17:02:43,881 - Train: 58.43% [730900/1251000] [584.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001127] [CE 5.026 (4.419)] [KD 4.618 (4.296)] 2024-10-14 17:02:51,365 - Train: 58.43% [730950/1251000] [584.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001126] [CE 4.731 (4.525)] [KD 4.263 (4.374)] 2024-10-14 17:02:58,956 - Train: 58.43% [731000/1251000] [584.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.001126] [CE 4.394 (4.489)] [KD 4.520 (4.331)] 2024-10-14 17:03:07,031 - Train: 58.44% [731050/1251000] [584.4/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.001126] [CE 4.207 (4.464)] [KD 4.232 (4.293)] 2024-10-14 17:03:14,591 - Train: 58.44% [731100/1251000] [584.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001126] [CE 4.013 (4.396)] [KD 4.202 (4.287)] 2024-10-14 17:03:22,125 - Train: 58.45% [731150/1251000] [584.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001126] [CE 4.523 (4.421)] [KD 4.330 (4.336)] 2024-10-14 17:03:29,719 - Train: 58.45% [731200/1251000] [584.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.001125] [CE 4.375 (4.467)] [KD 4.417 (4.338)] 2024-10-14 17:03:37,478 - Train: 58.45% [731250/1251000] [584.5/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.001125] [CE 4.518 (4.544)] [KD 4.394 (4.422)] 2024-10-14 17:03:45,081 - Train: 58.46% [731300/1251000] [584.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001125] [CE 4.380 (4.514)] [KD 4.386 (4.340)] 2024-10-14 17:03:52,798 - Train: 58.46% [731350/1251000] [584.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001125] [CE 4.908 (4.584)] [KD 4.782 (4.405)] 2024-10-14 17:04:00,405 - Train: 58.47% [731400/1251000] [584.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001125] [CE 4.680 (4.495)] [KD 4.516 (4.399)] 2024-10-14 17:04:07,983 - Train: 58.47% [731450/1251000] [584.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001125] [CE 4.443 (4.445)] [KD 4.488 (4.379)] 2024-10-14 17:04:15,799 - Train: 58.47% [731500/1251000] [584.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001124] [CE 4.564 (4.435)] [KD 4.370 (4.372)] 2024-10-14 17:04:23,477 - Train: 58.48% [731550/1251000] [584.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001124] [CE 5.179 (4.543)] [KD 4.793 (4.415)] 2024-10-14 17:04:31,089 - Train: 58.48% [731600/1251000] [584.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001124] [CE 4.366 (4.463)] [KD 4.258 (4.331)] 2024-10-14 17:04:38,957 - Train: 58.49% [731650/1251000] [584.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001124] [CE 4.419 (4.495)] [KD 4.321 (4.372)] 2024-10-14 17:04:46,563 - Train: 58.49% [731700/1251000] [584.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001124] [CE 4.202 (4.494)] [KD 4.378 (4.353)] 2024-10-14 17:04:54,214 - Train: 58.49% [731750/1251000] [584.9/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.001123] [CE 4.169 (4.436)] [KD 4.212 (4.308)] 2024-10-14 17:05:01,905 - Train: 58.50% [731800/1251000] [585.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001123] [CE 4.028 (4.444)] [KD 4.045 (4.373)] 2024-10-14 17:05:12,946 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 34704] [top5_cnt 44685] [top_all 50000] 2024-10-14 17:05:12,946 - net: 69.408 (89.370) 2024-10-14 17:05:18,713 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37274] [top5_cnt 46060] [top_all 50000] 2024-10-14 17:05:18,714 - net_E: 74.548 (92.120) 2024-10-14 17:05:18,843 - Max [top1: 70.272 (epoch: 573)] [top1-ema: 74.678 (epoch: 577)] 2024-10-14 17:05:18,844 - ==> Total time: 1 day, 3:03:02 Eta: 19:11:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:05:28,090 - Train: 58.50% [731850/1251000] [585.0/1000.0] [batch_t 0.150 (0.183)] [data_t 0.004] [optim_t 0.146] [lr 0.001123] [CE 4.275 (4.450)] [KD 3.910 (4.310)] 2024-10-14 17:05:36,067 - Train: 58.51% [731900/1251000] [585.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001123] [CE 4.618 (4.495)] [KD 4.398 (4.367)] 2024-10-14 17:05:43,920 - Train: 58.51% [731950/1251000] [585.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001123] [CE 4.790 (4.506)] [KD 4.469 (4.330)] 2024-10-14 17:05:51,476 - Train: 58.51% [732000/1251000] [585.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001123] [CE 4.981 (4.493)] [KD 4.586 (4.373)] 2024-10-14 17:05:59,026 - Train: 58.52% [732050/1251000] [585.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001122] [CE 3.739 (4.522)] [KD 3.982 (4.415)] 2024-10-14 17:06:06,748 - Train: 58.52% [732100/1251000] [585.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001122] [CE 4.125 (4.433)] [KD 4.229 (4.308)] 2024-10-14 17:06:14,440 - Train: 58.53% [732150/1251000] [585.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001122] [CE 4.436 (4.509)] [KD 4.385 (4.325)] 2024-10-14 17:06:22,022 - Train: 58.53% [732200/1251000] [585.3/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.001122] [CE 3.964 (4.499)] [KD 4.172 (4.422)] 2024-10-14 17:06:29,765 - Train: 58.53% [732250/1251000] [585.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001122] [CE 4.110 (4.466)] [KD 4.054 (4.333)] 2024-10-14 17:06:37,394 - Train: 58.54% [732300/1251000] [585.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001121] [CE 4.487 (4.451)] [KD 4.369 (4.328)] 2024-10-14 17:06:45,399 - Train: 58.54% [732350/1251000] [585.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.001121] [CE 4.551 (4.505)] [KD 4.220 (4.359)] 2024-10-14 17:06:53,044 - Train: 58.55% [732400/1251000] [585.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001121] [CE 4.172 (4.451)] [KD 4.275 (4.266)] 2024-10-14 17:07:00,597 - Train: 58.55% [732450/1251000] [585.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001121] [CE 4.712 (4.484)] [KD 4.570 (4.332)] 2024-10-14 17:07:08,327 - Train: 58.55% [732500/1251000] [585.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001121] [CE 4.525 (4.471)] [KD 4.237 (4.299)] 2024-10-14 17:07:15,940 - Train: 58.56% [732550/1251000] [585.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.001121] [CE 4.598 (4.467)] [KD 4.409 (4.301)] 2024-10-14 17:07:23,560 - Train: 58.56% [732600/1251000] [585.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001120] [CE 4.875 (4.480)] [KD 4.822 (4.325)] 2024-10-14 17:07:31,249 - Train: 58.57% [732650/1251000] [585.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001120] [CE 4.516 (4.451)] [KD 4.479 (4.362)] 2024-10-14 17:07:38,910 - Train: 58.57% [732700/1251000] [585.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001120] [CE 4.607 (4.483)] [KD 4.508 (4.348)] 2024-10-14 17:07:46,833 - Train: 58.57% [732750/1251000] [585.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.001120] [CE 3.764 (4.494)] [KD 3.974 (4.345)] 2024-10-14 17:07:54,637 - Train: 58.58% [732800/1251000] [585.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001120] [CE 4.898 (4.406)] [KD 4.580 (4.288)] 2024-10-14 17:08:02,205 - Train: 58.58% [732850/1251000] [585.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001120] [CE 4.895 (4.503)] [KD 4.199 (4.328)] 2024-10-14 17:08:09,770 - Train: 58.59% [732900/1251000] [585.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001119] [CE 4.595 (4.490)] [KD 4.522 (4.380)] 2024-10-14 17:08:17,439 - Train: 58.59% [732950/1251000] [585.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001119] [CE 4.971 (4.509)] [KD 4.570 (4.379)] 2024-10-14 17:08:25,058 - Train: 58.59% [733000/1251000] [585.9/1000.0] [batch_t 0.158 (0.152)] [data_t 0.006] [optim_t 0.152] [lr 0.001119] [CE 4.743 (4.571)] [KD 4.493 (4.340)] 2024-10-14 17:08:32,821 - Train: 58.60% [733050/1251000] [586.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001119] [CE 4.620 (4.510)] [KD 4.404 (4.399)] 2024-10-14 17:08:44,096 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35270] [top5_cnt 44942] [top_all 50000] 2024-10-14 17:08:44,097 - net: 70.540 (89.884) 2024-10-14 17:08:50,068 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37357] [top5_cnt 46054] [top_all 50000] 2024-10-14 17:08:50,068 - net_E: 74.714 (92.108) 2024-10-14 17:08:50,200 - Max [top1: 70.540 (epoch: 586)] [top1-ema: 74.714 (epoch: 586)] 2024-10-14 17:08:50,201 - ==> Total time: 1 day, 3:06:33 Eta: 19:09:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:09:01,548 - Train: 58.60% [733100/1251000] [586.0/1000.0] [batch_t 0.157 (0.180)] [data_t 0.005] [optim_t 0.152] [lr 0.001119] [CE 4.162 (4.414)] [KD 4.183 (4.254)] 2024-10-14 17:09:09,469 - Train: 58.61% [733150/1251000] [586.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.001118] [CE 4.560 (4.423)] [KD 4.290 (4.260)] 2024-10-14 17:09:17,171 - Train: 58.61% [733200/1251000] [586.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001118] [CE 4.427 (4.388)] [KD 4.291 (4.213)] 2024-10-14 17:09:24,897 - Train: 58.61% [733250/1251000] [586.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001118] [CE 4.831 (4.396)] [KD 4.393 (4.231)] 2024-10-14 17:09:32,776 - Train: 58.62% [733300/1251000] [586.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001118] [CE 4.934 (4.504)] [KD 4.349 (4.324)] 2024-10-14 17:09:40,662 - Train: 58.62% [733350/1251000] [586.2/1000.0] [batch_t 0.296 (0.158)] [data_t 0.003] [optim_t 0.293] [lr 0.001118] [CE 4.719 (4.440)] [KD 4.330 (4.306)] 2024-10-14 17:09:48,241 - Train: 58.63% [733400/1251000] [586.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001118] [CE 4.584 (4.448)] [KD 4.248 (4.338)] 2024-10-14 17:09:55,899 - Train: 58.63% [733450/1251000] [586.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001117] [CE 3.986 (4.409)] [KD 4.022 (4.323)] 2024-10-14 17:10:03,643 - Train: 58.63% [733500/1251000] [586.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001117] [CE 4.228 (4.469)] [KD 4.349 (4.359)] 2024-10-14 17:10:11,451 - Train: 58.64% [733550/1251000] [586.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001117] [CE 4.654 (4.420)] [KD 4.457 (4.314)] 2024-10-14 17:10:19,096 - Train: 58.64% [733600/1251000] [586.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001117] [CE 3.965 (4.421)] [KD 4.193 (4.371)] 2024-10-14 17:10:27,071 - Train: 58.65% [733650/1251000] [586.5/1000.0] [batch_t 0.156 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.001117] [CE 4.427 (4.454)] [KD 4.177 (4.342)] 2024-10-14 17:10:34,685 - Train: 58.65% [733700/1251000] [586.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001116] [CE 4.682 (4.479)] [KD 4.525 (4.316)] 2024-10-14 17:10:42,425 - Train: 58.65% [733750/1251000] [586.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001116] [CE 4.457 (4.428)] [KD 4.279 (4.326)] 2024-10-14 17:10:50,087 - Train: 58.66% [733800/1251000] [586.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001116] [CE 4.442 (4.462)] [KD 4.040 (4.376)] 2024-10-14 17:10:57,824 - Train: 58.66% [733850/1251000] [586.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001116] [CE 4.726 (4.484)] [KD 4.495 (4.347)] 2024-10-14 17:11:05,517 - Train: 58.67% [733900/1251000] [586.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001116] [CE 4.817 (4.505)] [KD 4.623 (4.349)] 2024-10-14 17:11:13,603 - Train: 58.67% [733950/1251000] [586.7/1000.0] [batch_t 0.280 (0.162)] [data_t 0.004] [optim_t 0.276] [lr 0.001116] [CE 4.501 (4.455)] [KD 4.186 (4.334)] 2024-10-14 17:11:21,309 - Train: 58.67% [734000/1251000] [586.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001115] [CE 4.894 (4.607)] [KD 4.576 (4.427)] 2024-10-14 17:11:29,063 - Train: 58.68% [734050/1251000] [586.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001115] [CE 4.576 (4.367)] [KD 4.438 (4.290)] 2024-10-14 17:11:36,776 - Train: 58.68% [734100/1251000] [586.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001115] [CE 4.404 (4.477)] [KD 4.218 (4.305)] 2024-10-14 17:11:44,444 - Train: 58.69% [734150/1251000] [586.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001115] [CE 4.688 (4.523)] [KD 4.492 (4.343)] 2024-10-14 17:11:52,276 - Train: 58.69% [734200/1251000] [586.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001115] [CE 4.487 (4.459)] [KD 4.184 (4.367)] 2024-10-14 17:11:59,958 - Train: 58.69% [734250/1251000] [586.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001114] [CE 4.748 (4.469)] [KD 4.344 (4.336)] 2024-10-14 17:12:07,829 - Train: 58.70% [734300/1251000] [587.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.001114] [CE 3.975 (4.477)] [KD 4.034 (4.323)] 2024-10-14 17:12:19,332 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.110)] [top1_cnt 35065] [top5_cnt 44899] [top_all 50000] 2024-10-14 17:12:19,333 - net: 70.130 (89.798) 2024-10-14 17:12:25,243 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37338] [top5_cnt 46039] [top_all 50000] 2024-10-14 17:12:25,244 - net_E: 74.676 (92.078) 2024-10-14 17:12:25,410 - Max [top1: 70.540 (epoch: 586)] [top1-ema: 74.714 (epoch: 586)] 2024-10-14 17:12:25,410 - ==> Total time: 1 day, 3:10:08 Eta: 19:06:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:12:29,663 - Train: 58.70% [734350/1251000] [587.0/1000.0] [batch_t 0.151 (0.193)] [data_t 0.004] [optim_t 0.147] [lr 0.001114] [CE 4.992 (4.563)] [KD 4.791 (4.444)] 2024-10-14 17:12:37,599 - Train: 58.71% [734400/1251000] [587.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.001114] [CE 4.240 (4.494)] [KD 4.610 (4.362)] 2024-10-14 17:12:45,500 - Train: 58.71% [734450/1251000] [587.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.001114] [CE 3.852 (4.472)] [KD 4.042 (4.330)] 2024-10-14 17:12:53,194 - Train: 58.71% [734500/1251000] [587.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001114] [CE 4.869 (4.445)] [KD 4.601 (4.310)] 2024-10-14 17:13:00,760 - Train: 58.72% [734550/1251000] [587.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.001113] [CE 3.970 (4.424)] [KD 3.949 (4.316)] 2024-10-14 17:13:08,568 - Train: 58.72% [734600/1251000] [587.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001113] [CE 4.841 (4.495)] [KD 4.502 (4.310)] 2024-10-14 17:13:16,257 - Train: 58.73% [734650/1251000] [587.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001113] [CE 4.332 (4.417)] [KD 4.020 (4.320)] 2024-10-14 17:13:23,913 - Train: 58.73% [734700/1251000] [587.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.001113] [CE 4.473 (4.485)] [KD 4.356 (4.331)] 2024-10-14 17:13:31,580 - Train: 58.73% [734750/1251000] [587.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001113] [CE 4.498 (4.469)] [KD 4.472 (4.333)] 2024-10-14 17:13:39,409 - Train: 58.74% [734800/1251000] [587.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.001112] [CE 4.498 (4.412)] [KD 4.512 (4.281)] 2024-10-14 17:13:47,092 - Train: 58.74% [734850/1251000] [587.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001112] [CE 4.366 (4.481)] [KD 4.347 (4.334)] 2024-10-14 17:13:54,890 - Train: 58.75% [734900/1251000] [587.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001112] [CE 5.005 (4.492)] [KD 4.554 (4.320)] 2024-10-14 17:14:02,594 - Train: 58.75% [734950/1251000] [587.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001112] [CE 4.353 (4.474)] [KD 4.175 (4.275)] 2024-10-14 17:14:10,202 - Train: 58.75% [735000/1251000] [587.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001112] [CE 4.632 (4.467)] [KD 4.229 (4.288)] 2024-10-14 17:14:17,747 - Train: 58.76% [735050/1251000] [587.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001112] [CE 4.054 (4.434)] [KD 4.087 (4.245)] 2024-10-14 17:14:25,692 - Train: 58.76% [735100/1251000] [587.6/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.001111] [CE 4.486 (4.474)] [KD 4.209 (4.339)] 2024-10-14 17:14:33,297 - Train: 58.76% [735150/1251000] [587.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001111] [CE 4.189 (4.468)] [KD 4.140 (4.349)] 2024-10-14 17:14:41,044 - Train: 58.77% [735200/1251000] [587.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001111] [CE 4.608 (4.515)] [KD 4.276 (4.355)] 2024-10-14 17:14:48,931 - Train: 58.77% [735250/1251000] [587.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001111] [CE 4.817 (4.508)] [KD 4.306 (4.368)] 2024-10-14 17:14:56,838 - Train: 58.78% [735300/1251000] [587.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001111] [CE 4.606 (4.449)] [KD 4.156 (4.273)] 2024-10-14 17:15:04,652 - Train: 58.78% [735350/1251000] [587.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001111] [CE 4.662 (4.428)] [KD 4.439 (4.299)] 2024-10-14 17:15:12,587 - Train: 58.78% [735400/1251000] [587.8/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.001110] [CE 4.046 (4.465)] [KD 3.931 (4.316)] 2024-10-14 17:15:20,193 - Train: 58.79% [735450/1251000] [587.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001110] [CE 4.254 (4.530)] [KD 4.206 (4.365)] 2024-10-14 17:15:27,786 - Train: 58.79% [735500/1251000] [587.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.001110] [CE 4.390 (4.498)] [KD 4.377 (4.325)] 2024-10-14 17:15:35,613 - Train: 58.80% [735550/1251000] [588.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001110] [CE 4.384 (4.486)] [KD 4.333 (4.393)] 2024-10-14 17:15:47,193 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 35058] [top5_cnt 44883] [top_all 50000] 2024-10-14 17:15:47,194 - net: 70.116 (89.766) 2024-10-14 17:15:53,146 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37317] [top5_cnt 46057] [top_all 50000] 2024-10-14 17:15:53,147 - net_E: 74.634 (92.114) 2024-10-14 17:15:53,273 - Max [top1: 70.540 (epoch: 586)] [top1-ema: 74.714 (epoch: 586)] 2024-10-14 17:15:53,273 - ==> Total time: 1 day, 3:13:36 Eta: 19:04:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:15:57,488 - Train: 58.80% [735600/1251000] [588.0/1000.0] [batch_t 0.151 (0.207)] [data_t 0.003] [optim_t 0.148] [lr 0.001110] [CE 4.375 (4.490)] [KD 4.499 (4.307)] 2024-10-14 17:16:05,369 - Train: 58.80% [735650/1251000] [588.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.001109] [CE 5.128 (4.510)] [KD 4.548 (4.334)] 2024-10-14 17:16:13,253 - Train: 58.81% [735700/1251000] [588.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.001109] [CE 4.829 (4.460)] [KD 4.315 (4.293)] 2024-10-14 17:16:20,997 - Train: 58.81% [735750/1251000] [588.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001109] [CE 4.560 (4.378)] [KD 4.126 (4.234)] 2024-10-14 17:16:28,573 - Train: 58.82% [735800/1251000] [588.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001109] [CE 4.751 (4.506)] [KD 4.617 (4.312)] 2024-10-14 17:16:36,326 - Train: 58.82% [735850/1251000] [588.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001109] [CE 3.962 (4.365)] [KD 3.988 (4.261)] 2024-10-14 17:16:44,048 - Train: 58.82% [735900/1251000] [588.2/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.001109] [CE 4.283 (4.462)] [KD 4.135 (4.290)] 2024-10-14 17:16:51,700 - Train: 58.83% [735950/1251000] [588.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001108] [CE 4.170 (4.498)] [KD 4.190 (4.338)] 2024-10-14 17:16:59,272 - Train: 58.83% [736000/1251000] [588.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.001108] [CE 4.734 (4.450)] [KD 4.506 (4.319)] 2024-10-14 17:17:06,984 - Train: 58.84% [736050/1251000] [588.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001108] [CE 4.740 (4.521)] [KD 4.390 (4.323)] 2024-10-14 17:17:14,916 - Train: 58.84% [736100/1251000] [588.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.002] [optim_t 0.148] [lr 0.001108] [CE 4.770 (4.415)] [KD 4.447 (4.286)] 2024-10-14 17:17:22,668 - Train: 58.84% [736150/1251000] [588.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001108] [CE 4.668 (4.470)] [KD 4.389 (4.342)] 2024-10-14 17:17:30,272 - Train: 58.85% [736200/1251000] [588.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001107] [CE 4.146 (4.502)] [KD 4.312 (4.351)] 2024-10-14 17:17:37,895 - Train: 58.85% [736250/1251000] [588.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001107] [CE 4.485 (4.524)] [KD 4.386 (4.391)] 2024-10-14 17:17:45,432 - Train: 58.86% [736300/1251000] [588.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.002] [optim_t 0.151] [lr 0.001107] [CE 4.102 (4.468)] [KD 4.241 (4.331)] 2024-10-14 17:17:53,163 - Train: 58.86% [736350/1251000] [588.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001107] [CE 4.644 (4.425)] [KD 4.639 (4.297)] 2024-10-14 17:18:00,836 - Train: 58.86% [736400/1251000] [588.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001107] [CE 4.642 (4.495)] [KD 4.373 (4.383)] 2024-10-14 17:18:08,640 - Train: 58.87% [736450/1251000] [588.7/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.001107] [CE 4.880 (4.462)] [KD 4.309 (4.368)] 2024-10-14 17:18:16,564 - Train: 58.87% [736500/1251000] [588.7/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.001106] [CE 4.263 (4.499)] [KD 4.168 (4.375)] 2024-10-14 17:18:24,218 - Train: 58.88% [736550/1251000] [588.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.001106] [CE 4.383 (4.472)] [KD 4.205 (4.349)] 2024-10-14 17:18:32,091 - Train: 58.88% [736600/1251000] [588.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001106] [CE 4.935 (4.471)] [KD 4.626 (4.303)] 2024-10-14 17:18:39,859 - Train: 58.88% [736650/1251000] [588.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001106] [CE 3.990 (4.442)] [KD 4.081 (4.308)] 2024-10-14 17:18:47,604 - Train: 58.89% [736700/1251000] [588.9/1000.0] [batch_t 0.145 (0.155)] [data_t 0.005] [optim_t 0.140] [lr 0.001106] [CE 4.003 (4.427)] [KD 4.303 (4.332)] 2024-10-14 17:18:55,336 - Train: 58.89% [736750/1251000] [588.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001106] [CE 4.974 (4.412)] [KD 4.553 (4.277)] 2024-10-14 17:19:03,058 - Train: 58.90% [736800/1251000] [589.0/1000.0] [batch_t 0.161 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.001105] [CE 3.589 (4.483)] [KD 3.903 (4.363)] 2024-10-14 17:19:14,679 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 35347] [top5_cnt 44986] [top_all 50000] 2024-10-14 17:19:14,680 - net: 70.694 (89.972) 2024-10-14 17:19:20,515 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37328] [top5_cnt 46057] [top_all 50000] 2024-10-14 17:19:20,515 - net_E: 74.656 (92.114) 2024-10-14 17:19:20,659 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.714 (epoch: 586)] 2024-10-14 17:19:20,659 - ==> Total time: 1 day, 3:17:03 Eta: 19:02:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:19:28,609 - Train: 58.90% [736850/1251000] [589.0/1000.0] [batch_t 0.151 (0.186)] [data_t 0.005] [optim_t 0.146] [lr 0.001105] [CE 4.639 (4.507)] [KD 4.545 (4.275)] 2024-10-14 17:19:36,586 - Train: 58.90% [736900/1251000] [589.0/1000.0] [batch_t 0.147 (0.159)] [data_t 0.003] [optim_t 0.144] [lr 0.001105] [CE 4.748 (4.518)] [KD 4.768 (4.324)] 2024-10-14 17:19:44,393 - Train: 58.91% [736950/1251000] [589.1/1000.0] [batch_t 0.165 (0.156)] [data_t 0.004] [optim_t 0.161] [lr 0.001105] [CE 4.381 (4.455)] [KD 4.403 (4.324)] 2024-10-14 17:19:52,084 - Train: 58.91% [737000/1251000] [589.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001105] [CE 5.199 (4.538)] [KD 4.784 (4.355)] 2024-10-14 17:19:59,583 - Train: 58.92% [737050/1251000] [589.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001104] [CE 4.454 (4.515)] [KD 4.309 (4.347)] 2024-10-14 17:20:07,166 - Train: 58.92% [737100/1251000] [589.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001104] [CE 4.318 (4.505)] [KD 4.413 (4.303)] 2024-10-14 17:20:14,871 - Train: 58.92% [737150/1251000] [589.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001104] [CE 4.562 (4.431)] [KD 4.386 (4.304)] 2024-10-14 17:20:22,502 - Train: 58.93% [737200/1251000] [589.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001104] [CE 4.466 (4.449)] [KD 4.277 (4.301)] 2024-10-14 17:20:30,676 - Train: 58.93% [737250/1251000] [589.3/1000.0] [batch_t 0.152 (0.163)] [data_t 0.004] [optim_t 0.147] [lr 0.001104] [CE 4.504 (4.508)] [KD 4.424 (4.297)] 2024-10-14 17:20:38,325 - Train: 58.94% [737300/1251000] [589.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001104] [CE 4.936 (4.426)] [KD 4.640 (4.303)] 2024-10-14 17:20:46,114 - Train: 58.94% [737350/1251000] [589.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001103] [CE 4.390 (4.524)] [KD 4.253 (4.351)] 2024-10-14 17:20:53,685 - Train: 58.94% [737400/1251000] [589.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001103] [CE 4.416 (4.468)] [KD 4.175 (4.320)] 2024-10-14 17:21:01,480 - Train: 58.95% [737450/1251000] [589.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001103] [CE 4.596 (4.466)] [KD 4.480 (4.375)] 2024-10-14 17:21:09,161 - Train: 58.95% [737500/1251000] [589.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.001103] [CE 4.206 (4.548)] [KD 4.142 (4.367)] 2024-10-14 17:21:17,001 - Train: 58.96% [737550/1251000] [589.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001103] [CE 4.823 (4.526)] [KD 4.503 (4.358)] 2024-10-14 17:21:24,628 - Train: 58.96% [737600/1251000] [589.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001102] [CE 4.589 (4.466)] [KD 4.377 (4.325)] 2024-10-14 17:21:32,394 - Train: 58.96% [737650/1251000] [589.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.001102] [CE 4.597 (4.458)] [KD 4.238 (4.280)] 2024-10-14 17:21:40,006 - Train: 58.97% [737700/1251000] [589.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001102] [CE 4.951 (4.416)] [KD 4.647 (4.301)] 2024-10-14 17:21:48,009 - Train: 58.97% [737750/1251000] [589.7/1000.0] [batch_t 0.155 (0.160)] [data_t 0.005] [optim_t 0.151] [lr 0.001102] [CE 4.344 (4.461)] [KD 4.370 (4.320)] 2024-10-14 17:21:55,803 - Train: 58.98% [737800/1251000] [589.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.001102] [CE 3.757 (4.396)] [KD 3.879 (4.316)] 2024-10-14 17:22:03,478 - Train: 58.98% [737850/1251000] [589.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001102] [CE 4.418 (4.529)] [KD 4.370 (4.369)] 2024-10-14 17:22:11,153 - Train: 58.98% [737900/1251000] [589.8/1000.0] [batch_t 0.252 (0.153)] [data_t 0.004] [optim_t 0.248] [lr 0.001101] [CE 3.915 (4.455)] [KD 3.936 (4.330)] 2024-10-14 17:22:18,880 - Train: 58.99% [737950/1251000] [589.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001101] [CE 4.918 (4.501)] [KD 4.672 (4.322)] 2024-10-14 17:22:26,611 - Train: 58.99% [738000/1251000] [589.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001101] [CE 4.803 (4.475)] [KD 4.447 (4.350)] 2024-10-14 17:22:34,348 - Train: 59.00% [738050/1251000] [590.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001101] [CE 4.650 (4.460)] [KD 4.387 (4.317)] 2024-10-14 17:22:46,173 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35287] [top5_cnt 44884] [top_all 50000] 2024-10-14 17:22:46,174 - net: 70.574 (89.768) 2024-10-14 17:22:52,106 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37330] [top5_cnt 46076] [top_all 50000] 2024-10-14 17:22:52,107 - net_E: 74.660 (92.152) 2024-10-14 17:22:52,234 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.714 (epoch: 586)] 2024-10-14 17:22:52,235 - ==> Total time: 1 day, 3:20:35 Eta: 19:00:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:22:55,815 - Train: 59.00% [738100/1251000] [590.0/1000.0] [batch_t 0.149 (0.200)] [data_t 0.005] [optim_t 0.145] [lr 0.001101] [CE 4.371 (4.363)] [KD 4.055 (4.181)] 2024-10-14 17:23:03,624 - Train: 59.00% [738150/1251000] [590.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.001100] [CE 4.727 (4.432)] [KD 4.453 (4.270)] 2024-10-14 17:23:11,222 - Train: 59.01% [738200/1251000] [590.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001100] [CE 4.405 (4.430)] [KD 4.329 (4.265)] 2024-10-14 17:23:18,959 - Train: 59.01% [738250/1251000] [590.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.001100] [CE 4.271 (4.423)] [KD 4.239 (4.258)] 2024-10-14 17:23:26,623 - Train: 59.02% [738300/1251000] [590.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.001100] [CE 4.838 (4.453)] [KD 4.358 (4.299)] 2024-10-14 17:23:34,164 - Train: 59.02% [738350/1251000] [590.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001100] [CE 3.980 (4.473)] [KD 3.949 (4.309)] 2024-10-14 17:23:42,122 - Train: 59.02% [738400/1251000] [590.2/1000.0] [batch_t 0.278 (0.159)] [data_t 0.004] [optim_t 0.274] [lr 0.001100] [CE 4.118 (4.453)] [KD 4.241 (4.325)] 2024-10-14 17:23:49,932 - Train: 59.03% [738450/1251000] [590.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001099] [CE 4.826 (4.462)] [KD 4.260 (4.304)] 2024-10-14 17:23:57,486 - Train: 59.03% [738500/1251000] [590.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001099] [CE 4.651 (4.471)] [KD 4.592 (4.390)] 2024-10-14 17:24:05,083 - Train: 59.04% [738550/1251000] [590.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001099] [CE 4.833 (4.543)] [KD 4.498 (4.362)] 2024-10-14 17:24:12,782 - Train: 59.04% [738600/1251000] [590.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001099] [CE 4.508 (4.526)] [KD 4.257 (4.324)] 2024-10-14 17:24:20,472 - Train: 59.04% [738650/1251000] [590.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001099] [CE 4.987 (4.552)] [KD 4.851 (4.301)] 2024-10-14 17:24:28,294 - Train: 59.05% [738700/1251000] [590.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001099] [CE 4.297 (4.421)] [KD 4.253 (4.283)] 2024-10-14 17:24:35,905 - Train: 59.05% [738750/1251000] [590.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001098] [CE 4.208 (4.479)] [KD 4.026 (4.325)] 2024-10-14 17:24:43,749 - Train: 59.06% [738800/1251000] [590.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001098] [CE 4.654 (4.402)] [KD 4.324 (4.277)] 2024-10-14 17:24:51,581 - Train: 59.06% [738850/1251000] [590.6/1000.0] [batch_t 0.284 (0.157)] [data_t 0.004] [optim_t 0.280] [lr 0.001098] [CE 4.461 (4.574)] [KD 4.605 (4.376)] 2024-10-14 17:24:59,135 - Train: 59.06% [738900/1251000] [590.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.001098] [CE 4.069 (4.400)] [KD 3.962 (4.290)] 2024-10-14 17:25:06,775 - Train: 59.07% [738950/1251000] [590.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.001098] [CE 4.488 (4.503)] [KD 4.438 (4.385)] 2024-10-14 17:25:14,612 - Train: 59.07% [739000/1251000] [590.7/1000.0] [batch_t 0.164 (0.157)] [data_t 0.004] [optim_t 0.159] [lr 0.001097] [CE 4.591 (4.485)] [KD 4.408 (4.332)] 2024-10-14 17:25:22,355 - Train: 59.08% [739050/1251000] [590.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.001097] [CE 4.185 (4.462)] [KD 4.347 (4.348)] 2024-10-14 17:25:30,138 - Train: 59.08% [739100/1251000] [590.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.001097] [CE 4.604 (4.445)] [KD 4.505 (4.320)] 2024-10-14 17:25:37,697 - Train: 59.08% [739150/1251000] [590.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001097] [CE 3.850 (4.531)] [KD 4.139 (4.367)] 2024-10-14 17:25:45,327 - Train: 59.09% [739200/1251000] [590.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001097] [CE 4.056 (4.437)] [KD 4.170 (4.374)] 2024-10-14 17:25:53,033 - Train: 59.09% [739250/1251000] [590.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001097] [CE 4.762 (4.471)] [KD 4.474 (4.353)] 2024-10-14 17:26:00,839 - Train: 59.10% [739300/1251000] [591.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001096] [CE 4.629 (4.493)] [KD 4.495 (4.358)] 2024-10-14 17:26:12,874 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 35001] [top5_cnt 44755] [top_all 50000] 2024-10-14 17:26:12,874 - net: 70.002 (89.510) 2024-10-14 17:26:18,733 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37330] [top5_cnt 46069] [top_all 50000] 2024-10-14 17:26:18,733 - net_E: 74.660 (92.138) 2024-10-14 17:26:18,883 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.714 (epoch: 586)] 2024-10-14 17:26:18,884 - ==> Total time: 1 day, 3:24:02 Eta: 18:57:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:26:22,651 - Train: 59.10% [739350/1251000] [591.0/1000.0] [batch_t 0.149 (0.213)] [data_t 0.004] [optim_t 0.145] [lr 0.001096] [CE 4.573 (4.476)] [KD 4.613 (4.293)] 2024-10-14 17:26:30,216 - Train: 59.10% [739400/1251000] [591.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001096] [CE 4.672 (4.396)] [KD 4.624 (4.315)] 2024-10-14 17:26:37,882 - Train: 59.11% [739450/1251000] [591.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001096] [CE 4.174 (4.466)] [KD 4.471 (4.351)] 2024-10-14 17:26:45,623 - Train: 59.11% [739500/1251000] [591.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001096] [CE 4.917 (4.458)] [KD 4.661 (4.369)] 2024-10-14 17:26:53,461 - Train: 59.12% [739550/1251000] [591.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.001095] [CE 4.896 (4.431)] [KD 4.485 (4.340)] 2024-10-14 17:27:01,061 - Train: 59.12% [739600/1251000] [591.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001095] [CE 3.871 (4.465)] [KD 4.009 (4.308)] 2024-10-14 17:27:08,875 - Train: 59.12% [739650/1251000] [591.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001095] [CE 4.576 (4.488)] [KD 4.360 (4.351)] 2024-10-14 17:27:16,662 - Train: 59.13% [739700/1251000] [591.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001095] [CE 4.243 (4.429)] [KD 4.217 (4.282)] 2024-10-14 17:27:24,402 - Train: 59.13% [739750/1251000] [591.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001095] [CE 4.666 (4.522)] [KD 4.288 (4.373)] 2024-10-14 17:27:32,079 - Train: 59.14% [739800/1251000] [591.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001095] [CE 3.711 (4.335)] [KD 3.962 (4.233)] 2024-10-14 17:27:39,921 - Train: 59.14% [739850/1251000] [591.4/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.001094] [CE 4.830 (4.524)] [KD 4.572 (4.397)] 2024-10-14 17:27:47,779 - Train: 59.14% [739900/1251000] [591.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.001094] [CE 4.428 (4.535)] [KD 4.142 (4.378)] 2024-10-14 17:27:55,328 - Train: 59.15% [739950/1251000] [591.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.001094] [CE 4.584 (4.537)] [KD 4.571 (4.365)] 2024-10-14 17:28:02,919 - Train: 59.15% [740000/1251000] [591.5/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.001094] [CE 4.358 (4.418)] [KD 4.153 (4.303)] 2024-10-14 17:28:10,515 - Train: 59.16% [740050/1251000] [591.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001094] [CE 4.711 (4.461)] [KD 4.367 (4.253)] 2024-10-14 17:28:18,456 - Train: 59.16% [740100/1251000] [591.6/1000.0] [batch_t 0.159 (0.159)] [data_t 0.003] [optim_t 0.156] [lr 0.001094] [CE 4.236 (4.454)] [KD 4.149 (4.323)] 2024-10-14 17:28:26,028 - Train: 59.16% [740150/1251000] [591.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001093] [CE 4.439 (4.460)] [KD 4.157 (4.289)] 2024-10-14 17:28:33,821 - Train: 59.17% [740200/1251000] [591.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001093] [CE 4.655 (4.502)] [KD 4.316 (4.290)] 2024-10-14 17:28:41,477 - Train: 59.17% [740250/1251000] [591.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001093] [CE 4.070 (4.452)] [KD 4.362 (4.364)] 2024-10-14 17:28:49,198 - Train: 59.18% [740300/1251000] [591.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001093] [CE 4.491 (4.409)] [KD 4.309 (4.270)] 2024-10-14 17:28:56,996 - Train: 59.18% [740350/1251000] [591.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001093] [CE 4.824 (4.508)] [KD 4.378 (4.349)] 2024-10-14 17:29:04,562 - Train: 59.18% [740400/1251000] [591.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.001092] [CE 4.363 (4.439)] [KD 4.236 (4.294)] 2024-10-14 17:29:12,209 - Train: 59.19% [740450/1251000] [591.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001092] [CE 4.429 (4.497)] [KD 4.439 (4.363)] 2024-10-14 17:29:19,909 - Train: 59.19% [740500/1251000] [591.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001092] [CE 4.623 (4.527)] [KD 4.847 (4.458)] 2024-10-14 17:29:27,711 - Train: 59.20% [740550/1251000] [592.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001092] [CE 4.863 (4.514)] [KD 4.726 (4.378)] 2024-10-14 17:29:39,673 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 34977] [top5_cnt 44776] [top_all 50000] 2024-10-14 17:29:39,673 - net: 69.954 (89.552) 2024-10-14 17:29:45,474 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37362] [top5_cnt 46053] [top_all 50000] 2024-10-14 17:29:45,474 - net_E: 74.724 (92.106) 2024-10-14 17:29:45,591 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.724 (epoch: 592)] 2024-10-14 17:29:45,592 - ==> Total time: 1 day, 3:27:28 Eta: 18:55:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:29:54,812 - Train: 59.20% [740600/1251000] [592.0/1000.0] [batch_t 0.148 (0.210)] [data_t 0.004] [optim_t 0.144] [lr 0.001092] [CE 4.322 (4.491)] [KD 4.435 (4.183)] 2024-10-14 17:30:02,513 - Train: 59.20% [740650/1251000] [592.0/1000.0] [batch_t 0.160 (0.154)] [data_t 0.006] [optim_t 0.153] [lr 0.001092] [CE 4.905 (4.541)] [KD 4.298 (4.313)] 2024-10-14 17:30:10,373 - Train: 59.21% [740700/1251000] [592.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.001091] [CE 4.659 (4.460)] [KD 4.549 (4.261)] 2024-10-14 17:30:18,133 - Train: 59.21% [740750/1251000] [592.1/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.001091] [CE 4.383 (4.476)] [KD 4.210 (4.286)] 2024-10-14 17:30:25,730 - Train: 59.22% [740800/1251000] [592.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001091] [CE 4.372 (4.467)] [KD 4.145 (4.245)] 2024-10-14 17:30:33,653 - Train: 59.22% [740850/1251000] [592.2/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001091] [CE 3.895 (4.483)] [KD 3.979 (4.331)] 2024-10-14 17:30:41,478 - Train: 59.22% [740900/1251000] [592.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001091] [CE 4.795 (4.494)] [KD 4.729 (4.372)] 2024-10-14 17:30:49,463 - Train: 59.23% [740950/1251000] [592.3/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.001090] [CE 4.105 (4.463)] [KD 4.086 (4.343)] 2024-10-14 17:30:57,234 - Train: 59.23% [741000/1251000] [592.3/1000.0] [batch_t 0.145 (0.155)] [data_t 0.003] [optim_t 0.142] [lr 0.001090] [CE 4.652 (4.430)] [KD 4.334 (4.269)] 2024-10-14 17:31:04,876 - Train: 59.24% [741050/1251000] [592.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001090] [CE 4.955 (4.475)] [KD 4.326 (4.346)] 2024-10-14 17:31:12,477 - Train: 59.24% [741100/1251000] [592.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001090] [CE 4.280 (4.529)] [KD 4.128 (4.329)] 2024-10-14 17:31:20,079 - Train: 59.24% [741150/1251000] [592.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001090] [CE 3.899 (4.436)] [KD 4.011 (4.288)] 2024-10-14 17:31:28,099 - Train: 59.25% [741200/1251000] [592.5/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.001090] [CE 4.798 (4.474)] [KD 4.341 (4.252)] 2024-10-14 17:31:35,877 - Train: 59.25% [741250/1251000] [592.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001089] [CE 4.324 (4.431)] [KD 4.219 (4.235)] 2024-10-14 17:31:43,995 - Train: 59.26% [741300/1251000] [592.6/1000.0] [batch_t 0.155 (0.162)] [data_t 0.004] [optim_t 0.151] [lr 0.001089] [CE 4.216 (4.425)] [KD 4.192 (4.221)] 2024-10-14 17:31:51,615 - Train: 59.26% [741350/1251000] [592.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001089] [CE 3.756 (4.501)] [KD 3.830 (4.279)] 2024-10-14 17:31:59,343 - Train: 59.26% [741400/1251000] [592.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001089] [CE 4.850 (4.485)] [KD 4.620 (4.244)] 2024-10-14 17:32:06,977 - Train: 59.27% [741450/1251000] [592.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001089] [CE 4.110 (4.400)] [KD 3.940 (4.277)] 2024-10-14 17:32:14,608 - Train: 59.27% [741500/1251000] [592.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001089] [CE 4.344 (4.478)] [KD 3.934 (4.305)] 2024-10-14 17:32:22,716 - Train: 59.28% [741550/1251000] [592.8/1000.0] [batch_t 0.161 (0.162)] [data_t 0.005] [optim_t 0.156] [lr 0.001088] [CE 4.235 (4.503)] [KD 4.236 (4.361)] 2024-10-14 17:32:30,378 - Train: 59.28% [741600/1251000] [592.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001088] [CE 5.000 (4.439)] [KD 4.663 (4.321)] 2024-10-14 17:32:38,131 - Train: 59.28% [741650/1251000] [592.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001088] [CE 4.727 (4.519)] [KD 4.604 (4.315)] 2024-10-14 17:32:46,054 - Train: 59.29% [741700/1251000] [592.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.001088] [CE 4.835 (4.405)] [KD 4.585 (4.312)] 2024-10-14 17:32:53,704 - Train: 59.29% [741750/1251000] [592.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001088] [CE 4.371 (4.492)] [KD 4.360 (4.398)] 2024-10-14 17:33:01,546 - Train: 59.30% [741800/1251000] [593.0/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.001087] [CE 4.086 (4.443)] [KD 4.236 (4.340)] 2024-10-14 17:33:14,061 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 35093] [top5_cnt 44776] [top_all 50000] 2024-10-14 17:33:14,061 - net: 70.186 (89.552) 2024-10-14 17:33:19,942 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 37357] [top5_cnt 46080] [top_all 50000] 2024-10-14 17:33:19,943 - net_E: 74.714 (92.160) 2024-10-14 17:33:20,059 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.724 (epoch: 592)] 2024-10-14 17:33:20,060 - ==> Total time: 1 day, 3:31:03 Eta: 18:53:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:33:23,535 - Train: 59.30% [741850/1251000] [593.0/1000.0] [batch_t 0.153 (0.219)] [data_t 0.003] [optim_t 0.150] [lr 0.001087] [CE 4.551 (4.514)] [KD 4.427 (4.334)] 2024-10-14 17:33:31,395 - Train: 59.30% [741900/1251000] [593.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001087] [CE 4.249 (4.415)] [KD 4.121 (4.236)] 2024-10-14 17:33:39,000 - Train: 59.31% [741950/1251000] [593.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001087] [CE 4.065 (4.445)] [KD 3.987 (4.244)] 2024-10-14 17:33:46,731 - Train: 59.31% [742000/1251000] [593.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001087] [CE 3.988 (4.422)] [KD 3.856 (4.268)] 2024-10-14 17:33:54,799 - Train: 59.32% [742050/1251000] [593.2/1000.0] [batch_t 0.161 (0.161)] [data_t 0.003] [optim_t 0.159] [lr 0.001087] [CE 5.001 (4.507)] [KD 4.512 (4.349)] 2024-10-14 17:34:02,719 - Train: 59.32% [742100/1251000] [593.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.001086] [CE 4.360 (4.479)] [KD 4.350 (4.283)] 2024-10-14 17:34:10,465 - Train: 59.32% [742150/1251000] [593.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.001086] [CE 4.877 (4.439)] [KD 4.657 (4.288)] 2024-10-14 17:34:18,289 - Train: 59.33% [742200/1251000] [593.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001086] [CE 4.266 (4.472)] [KD 4.250 (4.307)] 2024-10-14 17:34:25,877 - Train: 59.33% [742250/1251000] [593.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001086] [CE 4.264 (4.437)] [KD 4.355 (4.308)] 2024-10-14 17:34:33,464 - Train: 59.34% [742300/1251000] [593.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001086] [CE 4.581 (4.435)] [KD 4.554 (4.287)] 2024-10-14 17:34:41,061 - Train: 59.34% [742350/1251000] [593.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001085] [CE 4.549 (4.403)] [KD 4.395 (4.216)] 2024-10-14 17:34:49,104 - Train: 59.34% [742400/1251000] [593.4/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.001085] [CE 3.579 (4.327)] [KD 3.888 (4.255)] 2024-10-14 17:34:57,085 - Train: 59.35% [742450/1251000] [593.5/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001085] [CE 4.525 (4.533)] [KD 4.496 (4.309)] 2024-10-14 17:35:04,787 - Train: 59.35% [742500/1251000] [593.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.001085] [CE 4.161 (4.428)] [KD 4.225 (4.261)] 2024-10-14 17:35:12,416 - Train: 59.36% [742550/1251000] [593.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001085] [CE 4.540 (4.502)] [KD 4.221 (4.332)] 2024-10-14 17:35:19,998 - Train: 59.36% [742600/1251000] [593.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001085] [CE 4.161 (4.527)] [KD 4.367 (4.318)] 2024-10-14 17:35:27,539 - Train: 59.36% [742650/1251000] [593.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001084] [CE 4.786 (4.517)] [KD 4.500 (4.307)] 2024-10-14 17:35:35,329 - Train: 59.37% [742700/1251000] [593.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001084] [CE 4.938 (4.416)] [KD 4.612 (4.297)] 2024-10-14 17:35:42,879 - Train: 59.37% [742750/1251000] [593.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.001084] [CE 4.389 (4.472)] [KD 4.614 (4.374)] 2024-10-14 17:35:50,836 - Train: 59.38% [742800/1251000] [593.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.001084] [CE 4.326 (4.484)] [KD 4.370 (4.355)] 2024-10-14 17:35:58,669 - Train: 59.38% [742850/1251000] [593.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.001084] [CE 3.734 (4.458)] [KD 3.961 (4.314)] 2024-10-14 17:36:06,467 - Train: 59.38% [742900/1251000] [593.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001084] [CE 4.031 (4.538)] [KD 4.326 (4.384)] 2024-10-14 17:36:14,183 - Train: 59.39% [742950/1251000] [593.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001083] [CE 4.912 (4.475)] [KD 4.432 (4.271)] 2024-10-14 17:36:21,748 - Train: 59.39% [743000/1251000] [593.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001083] [CE 4.170 (4.472)] [KD 4.069 (4.282)] 2024-10-14 17:36:29,399 - Train: 59.40% [743050/1251000] [594.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001083] [CE 4.197 (4.502)] [KD 4.008 (4.328)] 2024-10-14 17:36:41,894 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.110)] [top1_cnt 34637] [top5_cnt 44567] [top_all 50000] 2024-10-14 17:36:41,895 - net: 69.274 (89.134) 2024-10-14 17:36:47,813 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37357] [top5_cnt 46063] [top_all 50000] 2024-10-14 17:36:47,813 - net_E: 74.714 (92.126) 2024-10-14 17:36:47,968 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.724 (epoch: 592)] 2024-10-14 17:36:47,968 - ==> Total time: 1 day, 3:34:31 Eta: 18:50:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:36:51,109 - Train: 59.40% [743100/1251000] [594.0/1000.0] [batch_t 0.150 (0.222)] [data_t 0.003] [optim_t 0.146] [lr 0.001083] [CE 4.154 (4.162)] [KD 4.369 (4.155)] 2024-10-14 17:36:58,829 - Train: 59.40% [743150/1251000] [594.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001083] [CE 4.078 (4.448)] [KD 3.995 (4.198)] 2024-10-14 17:37:06,605 - Train: 59.41% [743200/1251000] [594.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001082] [CE 4.771 (4.495)] [KD 4.533 (4.257)] 2024-10-14 17:37:14,455 - Train: 59.41% [743250/1251000] [594.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001082] [CE 4.715 (4.560)] [KD 4.356 (4.372)] 2024-10-14 17:37:22,208 - Train: 59.42% [743300/1251000] [594.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001082] [CE 4.217 (4.459)] [KD 4.062 (4.302)] 2024-10-14 17:37:29,893 - Train: 59.42% [743350/1251000] [594.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001082] [CE 4.450 (4.402)] [KD 4.376 (4.321)] 2024-10-14 17:37:37,432 - Train: 59.42% [743400/1251000] [594.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001082] [CE 4.654 (4.496)] [KD 4.269 (4.358)] 2024-10-14 17:37:45,107 - Train: 59.43% [743450/1251000] [594.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001082] [CE 4.315 (4.406)] [KD 4.190 (4.258)] 2024-10-14 17:37:52,676 - Train: 59.43% [743500/1251000] [594.3/1000.0] [batch_t 0.162 (0.151)] [data_t 0.003] [optim_t 0.159] [lr 0.001081] [CE 4.283 (4.438)] [KD 4.125 (4.326)] 2024-10-14 17:38:00,402 - Train: 59.44% [743550/1251000] [594.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001081] [CE 4.451 (4.436)] [KD 4.219 (4.266)] 2024-10-14 17:38:08,137 - Train: 59.44% [743600/1251000] [594.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.001081] [CE 4.276 (4.415)] [KD 4.323 (4.254)] 2024-10-14 17:38:16,041 - Train: 59.44% [743650/1251000] [594.4/1000.0] [batch_t 0.157 (0.158)] [data_t 0.004] [optim_t 0.153] [lr 0.001081] [CE 4.375 (4.427)] [KD 4.313 (4.273)] 2024-10-14 17:38:23,781 - Train: 59.45% [743700/1251000] [594.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001081] [CE 4.057 (4.551)] [KD 4.118 (4.308)] 2024-10-14 17:38:31,697 - Train: 59.45% [743750/1251000] [594.5/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.001080] [CE 4.798 (4.473)] [KD 4.501 (4.277)] 2024-10-14 17:38:39,339 - Train: 59.46% [743800/1251000] [594.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.001080] [CE 5.204 (4.482)] [KD 4.589 (4.264)] 2024-10-14 17:38:46,944 - Train: 59.46% [743850/1251000] [594.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001080] [CE 4.583 (4.392)] [KD 4.536 (4.263)] 2024-10-14 17:38:54,688 - Train: 59.46% [743900/1251000] [594.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001080] [CE 4.699 (4.503)] [KD 4.463 (4.288)] 2024-10-14 17:39:02,309 - Train: 59.47% [743950/1251000] [594.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001080] [CE 4.851 (4.439)] [KD 4.595 (4.293)] 2024-10-14 17:39:10,209 - Train: 59.47% [744000/1251000] [594.7/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.001080] [CE 4.436 (4.435)] [KD 4.158 (4.299)] 2024-10-14 17:39:18,051 - Train: 59.48% [744050/1251000] [594.8/1000.0] [batch_t 0.327 (0.157)] [data_t 0.003] [optim_t 0.323] [lr 0.001079] [CE 4.577 (4.568)] [KD 4.540 (4.436)] 2024-10-14 17:39:25,727 - Train: 59.48% [744100/1251000] [594.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.001079] [CE 4.351 (4.477)] [KD 4.037 (4.336)] 2024-10-14 17:39:33,478 - Train: 59.48% [744150/1251000] [594.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001079] [CE 4.350 (4.449)] [KD 4.106 (4.328)] 2024-10-14 17:39:41,219 - Train: 59.49% [744200/1251000] [594.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001079] [CE 4.506 (4.492)] [KD 4.527 (4.348)] 2024-10-14 17:39:48,785 - Train: 59.49% [744250/1251000] [594.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001079] [CE 4.028 (4.468)] [KD 4.210 (4.299)] 2024-10-14 17:39:56,626 - Train: 59.50% [744300/1251000] [595.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001079] [CE 4.790 (4.470)] [KD 4.512 (4.327)] 2024-10-14 17:40:09,106 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35000] [top5_cnt 44847] [top_all 50000] 2024-10-14 17:40:09,107 - net: 70.000 (89.694) 2024-10-14 17:40:15,035 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37361] [top5_cnt 46037] [top_all 50000] 2024-10-14 17:40:15,036 - net_E: 74.722 (92.074) 2024-10-14 17:40:16,842 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.724 (epoch: 592)] 2024-10-14 17:40:16,842 - ==> Total time: 1 day, 3:38:00 Eta: 18:48:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:40:19,649 - Train: 59.50% [744350/1251000] [595.0/1000.0] [batch_t 0.149 (0.244)] [data_t 0.005] [optim_t 0.144] [lr 0.001078] [CE 4.283 (4.310)] [KD 4.170 (4.162)] 2024-10-14 17:40:27,540 - Train: 59.50% [744400/1251000] [595.0/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001078] [CE 4.279 (4.401)] [KD 4.328 (4.217)] 2024-10-14 17:40:35,387 - Train: 59.51% [744450/1251000] [595.1/1000.0] [batch_t 0.159 (0.157)] [data_t 0.003] [optim_t 0.157] [lr 0.001078] [CE 4.228 (4.426)] [KD 4.606 (4.315)] 2024-10-14 17:40:42,993 - Train: 59.51% [744500/1251000] [595.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001078] [CE 4.594 (4.509)] [KD 4.462 (4.322)] 2024-10-14 17:40:50,979 - Train: 59.52% [744550/1251000] [595.2/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.001078] [CE 4.689 (4.471)] [KD 4.501 (4.299)] 2024-10-14 17:40:58,618 - Train: 59.52% [744600/1251000] [595.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.001077] [CE 4.435 (4.387)] [KD 4.198 (4.261)] 2024-10-14 17:41:06,307 - Train: 59.52% [744650/1251000] [595.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001077] [CE 4.876 (4.485)] [KD 4.365 (4.300)] 2024-10-14 17:41:14,096 - Train: 59.53% [744700/1251000] [595.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001077] [CE 4.233 (4.431)] [KD 4.381 (4.324)] 2024-10-14 17:41:21,800 - Train: 59.53% [744750/1251000] [595.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001077] [CE 4.378 (4.546)] [KD 4.108 (4.318)] 2024-10-14 17:41:29,744 - Train: 59.54% [744800/1251000] [595.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.001077] [CE 4.623 (4.502)] [KD 4.613 (4.343)] 2024-10-14 17:41:37,554 - Train: 59.54% [744850/1251000] [595.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001077] [CE 4.395 (4.551)] [KD 4.155 (4.382)] 2024-10-14 17:41:45,116 - Train: 59.54% [744900/1251000] [595.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001076] [CE 4.235 (4.504)] [KD 4.020 (4.272)] 2024-10-14 17:41:52,666 - Train: 59.55% [744950/1251000] [595.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001076] [CE 5.012 (4.461)] [KD 4.458 (4.298)] 2024-10-14 17:42:00,421 - Train: 59.55% [745000/1251000] [595.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001076] [CE 4.030 (4.482)] [KD 3.983 (4.296)] 2024-10-14 17:42:08,034 - Train: 59.56% [745050/1251000] [595.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001076] [CE 3.934 (4.444)] [KD 3.898 (4.287)] 2024-10-14 17:42:15,929 - Train: 59.56% [745100/1251000] [595.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.001076] [CE 4.109 (4.432)] [KD 4.095 (4.305)] 2024-10-14 17:42:23,598 - Train: 59.56% [745150/1251000] [595.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001075] [CE 4.663 (4.422)] [KD 4.423 (4.330)] 2024-10-14 17:42:31,158 - Train: 59.57% [745200/1251000] [595.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001075] [CE 4.611 (4.496)] [KD 4.422 (4.332)] 2024-10-14 17:42:39,123 - Train: 59.57% [745250/1251000] [595.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.001075] [CE 4.577 (4.450)] [KD 4.220 (4.268)] 2024-10-14 17:42:46,690 - Train: 59.58% [745300/1251000] [595.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001075] [CE 4.257 (4.484)] [KD 4.245 (4.341)] 2024-10-14 17:42:54,289 - Train: 59.58% [745350/1251000] [595.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001075] [CE 4.165 (4.337)] [KD 4.221 (4.257)] 2024-10-14 17:43:02,123 - Train: 59.58% [745400/1251000] [595.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001075] [CE 4.377 (4.458)] [KD 4.351 (4.325)] 2024-10-14 17:43:09,696 - Train: 59.59% [745450/1251000] [595.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001074] [CE 4.490 (4.470)] [KD 4.286 (4.291)] 2024-10-14 17:43:17,423 - Train: 59.59% [745500/1251000] [595.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001074] [CE 4.401 (4.487)] [KD 4.337 (4.342)] 2024-10-14 17:43:25,191 - Train: 59.60% [745550/1251000] [596.0/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.001074] [CE 4.450 (4.439)] [KD 4.346 (4.259)] 2024-10-14 17:43:40,417 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35132] [top5_cnt 44819] [top_all 50000] 2024-10-14 17:43:40,417 - net: 70.264 (89.638) 2024-10-14 17:43:46,298 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37373] [top5_cnt 46066] [top_all 50000] 2024-10-14 17:43:46,299 - net_E: 74.746 (92.132) 2024-10-14 17:43:46,500 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.746 (epoch: 596)] 2024-10-14 17:43:46,500 - ==> Total time: 1 day, 3:41:29 Eta: 18:46:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:43:55,285 - Train: 59.60% [745600/1251000] [596.0/1000.0] [batch_t 0.157 (0.259)] [data_t 0.003] [optim_t 0.153] [lr 0.001074] [CE 4.831 (4.767)] [KD 4.186 (4.274)] 2024-10-14 17:44:03,248 - Train: 59.60% [745650/1251000] [596.0/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.001074] [CE 4.831 (4.473)] [KD 4.594 (4.223)] 2024-10-14 17:44:10,993 - Train: 59.61% [745700/1251000] [596.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.001074] [CE 4.573 (4.361)] [KD 4.087 (4.173)] 2024-10-14 17:44:18,629 - Train: 59.61% [745750/1251000] [596.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.001073] [CE 4.290 (4.492)] [KD 4.216 (4.242)] 2024-10-14 17:44:26,196 - Train: 59.62% [745800/1251000] [596.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001073] [CE 4.486 (4.506)] [KD 4.384 (4.284)] 2024-10-14 17:44:33,886 - Train: 59.62% [745850/1251000] [596.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001073] [CE 4.364 (4.483)] [KD 4.079 (4.277)] 2024-10-14 17:44:41,535 - Train: 59.62% [745900/1251000] [596.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.001073] [CE 4.802 (4.427)] [KD 4.407 (4.219)] 2024-10-14 17:44:49,366 - Train: 59.63% [745950/1251000] [596.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.001073] [CE 4.503 (4.457)] [KD 4.377 (4.295)] 2024-10-14 17:44:57,192 - Train: 59.63% [746000/1251000] [596.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001072] [CE 4.451 (4.465)] [KD 4.349 (4.282)] 2024-10-14 17:45:04,775 - Train: 59.64% [746050/1251000] [596.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001072] [CE 4.381 (4.404)] [KD 3.845 (4.255)] 2024-10-14 17:45:12,635 - Train: 59.64% [746100/1251000] [596.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001072] [CE 4.320 (4.537)] [KD 4.312 (4.321)] 2024-10-14 17:45:20,213 - Train: 59.64% [746150/1251000] [596.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001072] [CE 4.522 (4.417)] [KD 4.377 (4.193)] 2024-10-14 17:45:27,997 - Train: 59.65% [746200/1251000] [596.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001072] [CE 3.868 (4.430)] [KD 3.881 (4.276)] 2024-10-14 17:45:35,672 - Train: 59.65% [746250/1251000] [596.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001072] [CE 4.780 (4.496)] [KD 4.548 (4.255)] 2024-10-14 17:45:43,286 - Train: 59.66% [746300/1251000] [596.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001071] [CE 4.476 (4.484)] [KD 4.152 (4.289)] 2024-10-14 17:45:51,020 - Train: 59.66% [746350/1251000] [596.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001071] [CE 4.498 (4.472)] [KD 4.563 (4.311)] 2024-10-14 17:45:58,842 - Train: 59.66% [746400/1251000] [596.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.001071] [CE 3.937 (4.487)] [KD 4.134 (4.296)] 2024-10-14 17:46:06,671 - Train: 59.67% [746450/1251000] [596.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001071] [CE 4.533 (4.484)] [KD 4.188 (4.280)] 2024-10-14 17:46:14,337 - Train: 59.67% [746500/1251000] [596.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.001071] [CE 4.663 (4.472)] [KD 4.672 (4.290)] 2024-10-14 17:46:21,931 - Train: 59.68% [746550/1251000] [596.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.001071] [CE 4.883 (4.442)] [KD 4.445 (4.325)] 2024-10-14 17:46:29,623 - Train: 59.68% [746600/1251000] [596.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001070] [CE 4.518 (4.531)] [KD 4.147 (4.277)] 2024-10-14 17:46:37,304 - Train: 59.68% [746650/1251000] [596.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001070] [CE 4.198 (4.461)] [KD 4.029 (4.285)] 2024-10-14 17:46:44,976 - Train: 59.69% [746700/1251000] [596.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001070] [CE 4.738 (4.508)] [KD 4.368 (4.291)] 2024-10-14 17:46:52,601 - Train: 59.69% [746750/1251000] [596.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001070] [CE 4.726 (4.464)] [KD 4.370 (4.338)] 2024-10-14 17:47:00,281 - Train: 59.70% [746800/1251000] [597.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001070] [CE 4.424 (4.481)] [KD 4.364 (4.335)] 2024-10-14 17:47:13,344 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34777] [top5_cnt 44817] [top_all 50000] 2024-10-14 17:47:13,344 - net: 69.554 (89.634) 2024-10-14 17:47:19,229 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37390] [top5_cnt 46056] [top_all 50000] 2024-10-14 17:47:19,230 - net_E: 74.780 (92.112) 2024-10-14 17:47:19,387 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 17:47:19,388 - ==> Total time: 1 day, 3:45:02 Eta: 18:43:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:47:26,955 - Train: 59.70% [746850/1251000] [597.0/1000.0] [batch_t 0.153 (0.341)] [data_t 0.004] [optim_t 0.148] [lr 0.001069] [CE 4.726 (4.470)] [KD 4.440 (4.323)] 2024-10-14 17:47:34,508 - Train: 59.70% [746900/1251000] [597.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001069] [CE 4.950 (4.504)] [KD 4.716 (4.343)] 2024-10-14 17:47:42,240 - Train: 59.71% [746950/1251000] [597.1/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.001069] [CE 3.921 (4.378)] [KD 3.610 (4.235)] 2024-10-14 17:47:49,924 - Train: 59.71% [747000/1251000] [597.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001069] [CE 4.321 (4.458)] [KD 4.106 (4.245)] 2024-10-14 17:47:57,806 - Train: 59.72% [747050/1251000] [597.2/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.001069] [CE 4.134 (4.499)] [KD 4.022 (4.298)] 2024-10-14 17:48:05,701 - Train: 59.72% [747100/1251000] [597.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.001069] [CE 4.965 (4.402)] [KD 4.449 (4.254)] 2024-10-14 17:48:13,322 - Train: 59.72% [747150/1251000] [597.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.001068] [CE 3.596 (4.463)] [KD 3.911 (4.312)] 2024-10-14 17:48:20,926 - Train: 59.73% [747200/1251000] [597.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001068] [CE 4.651 (4.486)] [KD 4.517 (4.293)] 2024-10-14 17:48:28,779 - Train: 59.73% [747250/1251000] [597.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001068] [CE 4.601 (4.476)] [KD 4.471 (4.294)] 2024-10-14 17:48:36,335 - Train: 59.74% [747300/1251000] [597.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001068] [CE 4.196 (4.478)] [KD 4.365 (4.280)] 2024-10-14 17:48:44,031 - Train: 59.74% [747350/1251000] [597.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.001068] [CE 4.544 (4.425)] [KD 4.288 (4.325)] 2024-10-14 17:48:51,779 - Train: 59.74% [747400/1251000] [597.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001067] [CE 4.604 (4.406)] [KD 4.351 (4.299)] 2024-10-14 17:48:59,648 - Train: 59.75% [747450/1251000] [597.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.001067] [CE 4.622 (4.444)] [KD 4.500 (4.248)] 2024-10-14 17:49:07,770 - Train: 59.75% [747500/1251000] [597.5/1000.0] [batch_t 0.162 (0.162)] [data_t 0.003] [optim_t 0.159] [lr 0.001067] [CE 4.675 (4.492)] [KD 4.258 (4.329)] 2024-10-14 17:49:15,573 - Train: 59.76% [747550/1251000] [597.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001067] [CE 4.248 (4.375)] [KD 4.164 (4.215)] 2024-10-14 17:49:23,327 - Train: 59.76% [747600/1251000] [597.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.001067] [CE 3.695 (4.428)] [KD 3.733 (4.229)] 2024-10-14 17:49:30,882 - Train: 59.76% [747650/1251000] [597.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001067] [CE 4.531 (4.384)] [KD 4.255 (4.266)] 2024-10-14 17:49:38,802 - Train: 59.77% [747700/1251000] [597.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001066] [CE 4.584 (4.469)] [KD 4.335 (4.307)] 2024-10-14 17:49:46,335 - Train: 59.77% [747750/1251000] [597.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.001066] [CE 4.644 (4.474)] [KD 4.422 (4.309)] 2024-10-14 17:49:53,939 - Train: 59.78% [747800/1251000] [597.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.001066] [CE 4.353 (4.517)] [KD 4.390 (4.382)] 2024-10-14 17:50:01,757 - Train: 59.78% [747850/1251000] [597.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.006] [optim_t 0.145] [lr 0.001066] [CE 4.690 (4.560)] [KD 4.564 (4.421)] 2024-10-14 17:50:09,580 - Train: 59.78% [747900/1251000] [597.8/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.001066] [CE 4.284 (4.468)] [KD 4.161 (4.304)] 2024-10-14 17:50:17,109 - Train: 59.79% [747950/1251000] [597.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001066] [CE 4.129 (4.404)] [KD 4.122 (4.271)] 2024-10-14 17:50:24,667 - Train: 59.79% [748000/1251000] [597.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001065] [CE 4.194 (4.457)] [KD 4.254 (4.314)] 2024-10-14 17:50:32,171 - Train: 59.80% [748050/1251000] [598.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.001065] [CE 4.025 (4.518)] [KD 4.182 (4.318)] 2024-10-14 17:50:45,621 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 34733] [top5_cnt 44628] [top_all 50000] 2024-10-14 17:50:45,622 - net: 69.466 (89.256) 2024-10-14 17:50:51,575 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 37358] [top5_cnt 46059] [top_all 50000] 2024-10-14 17:50:51,575 - net_E: 74.716 (92.118) 2024-10-14 17:50:51,701 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 17:50:51,702 - ==> Total time: 1 day, 3:48:34 Eta: 18:41:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:50:54,035 - Train: 59.80% [748100/1251000] [598.0/1000.0] [batch_t 0.147 (0.370)] [data_t 0.004] [optim_t 0.143] [lr 0.001065] [CE 4.265 (4.215)] [KD 4.168 (4.237)] 2024-10-14 17:51:01,558 - Train: 59.80% [748150/1251000] [598.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.001065] [CE 4.498 (4.432)] [KD 4.282 (4.249)] 2024-10-14 17:51:09,279 - Train: 59.81% [748200/1251000] [598.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.001065] [CE 3.926 (4.402)] [KD 3.845 (4.202)] 2024-10-14 17:51:17,145 - Train: 59.81% [748250/1251000] [598.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001064] [CE 4.510 (4.414)] [KD 4.566 (4.240)] 2024-10-14 17:51:24,872 - Train: 59.82% [748300/1251000] [598.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001064] [CE 4.316 (4.512)] [KD 4.220 (4.305)] 2024-10-14 17:51:32,432 - Train: 59.82% [748350/1251000] [598.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.001064] [CE 4.250 (4.460)] [KD 4.274 (4.283)] 2024-10-14 17:51:40,329 - Train: 59.82% [748400/1251000] [598.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.001064] [CE 4.471 (4.447)] [KD 4.309 (4.321)] 2024-10-14 17:51:47,956 - Train: 59.83% [748450/1251000] [598.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001064] [CE 4.709 (4.477)] [KD 4.296 (4.297)] 2024-10-14 17:51:55,482 - Train: 59.83% [748500/1251000] [598.3/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.001064] [CE 4.909 (4.533)] [KD 4.640 (4.312)] 2024-10-14 17:52:03,459 - Train: 59.84% [748550/1251000] [598.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.001063] [CE 4.336 (4.436)] [KD 4.087 (4.265)] 2024-10-14 17:52:11,055 - Train: 59.84% [748600/1251000] [598.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001063] [CE 4.184 (4.450)] [KD 4.127 (4.312)] 2024-10-14 17:52:18,858 - Train: 59.84% [748650/1251000] [598.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.001063] [CE 4.670 (4.434)] [KD 4.455 (4.277)] 2024-10-14 17:52:26,681 - Train: 59.85% [748700/1251000] [598.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001063] [CE 4.801 (4.447)] [KD 4.424 (4.294)] 2024-10-14 17:52:34,386 - Train: 59.85% [748750/1251000] [598.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001063] [CE 4.350 (4.416)] [KD 4.232 (4.288)] 2024-10-14 17:52:41,962 - Train: 59.86% [748800/1251000] [598.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.001063] [CE 3.996 (4.407)] [KD 4.074 (4.275)] 2024-10-14 17:52:49,737 - Train: 59.86% [748850/1251000] [598.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001062] [CE 4.789 (4.434)] [KD 4.342 (4.241)] 2024-10-14 17:52:57,282 - Train: 59.86% [748900/1251000] [598.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001062] [CE 4.516 (4.477)] [KD 4.220 (4.258)] 2024-10-14 17:53:05,309 - Train: 59.87% [748950/1251000] [598.7/1000.0] [batch_t 0.168 (0.160)] [data_t 0.005] [optim_t 0.164] [lr 0.001062] [CE 4.301 (4.451)] [KD 3.755 (4.251)] 2024-10-14 17:53:13,038 - Train: 59.87% [749000/1251000] [598.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001062] [CE 4.174 (4.447)] [KD 4.082 (4.230)] 2024-10-14 17:53:20,683 - Train: 59.88% [749050/1251000] [598.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.001062] [CE 4.404 (4.468)] [KD 4.365 (4.288)] 2024-10-14 17:53:28,191 - Train: 59.88% [749100/1251000] [598.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001061] [CE 4.245 (4.436)] [KD 3.962 (4.275)] 2024-10-14 17:53:36,122 - Train: 59.88% [749150/1251000] [598.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.001061] [CE 4.317 (4.437)] [KD 4.087 (4.279)] 2024-10-14 17:53:43,810 - Train: 59.89% [749200/1251000] [598.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001061] [CE 4.144 (4.472)] [KD 4.194 (4.291)] 2024-10-14 17:53:51,513 - Train: 59.89% [749250/1251000] [598.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.001061] [CE 4.358 (4.453)] [KD 4.259 (4.307)] 2024-10-14 17:53:59,348 - Train: 59.90% [749300/1251000] [599.0/1000.0] [batch_t 0.161 (0.157)] [data_t 0.003] [optim_t 0.158] [lr 0.001061] [CE 4.561 (4.448)] [KD 4.441 (4.269)] 2024-10-14 17:54:12,530 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 34966] [top5_cnt 44786] [top_all 50000] 2024-10-14 17:54:12,530 - net: 69.932 (89.572) 2024-10-14 17:54:18,517 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 37373] [top5_cnt 46054] [top_all 50000] 2024-10-14 17:54:18,518 - net_E: 74.746 (92.108) 2024-10-14 17:54:18,636 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 17:54:18,636 - ==> Total time: 1 day, 3:52:01 Eta: 18:39:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:54:20,856 - Train: 59.90% [749350/1251000] [599.0/1000.0] [batch_t 0.386 (0.386)] [data_t 0.204] [optim_t 0.181] [lr 0.001061] [CE 4.062 (4.062)] [KD 4.037 (4.037)] 2024-10-14 17:54:28,645 - Train: 59.90% [749400/1251000] [599.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001060] [CE 4.568 (4.398)] [KD 4.433 (4.225)] 2024-10-14 17:54:36,318 - Train: 59.91% [749450/1251000] [599.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001060] [CE 4.312 (4.447)] [KD 4.455 (4.258)] 2024-10-14 17:54:44,265 - Train: 59.91% [749500/1251000] [599.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.001060] [CE 4.322 (4.524)] [KD 4.335 (4.243)] 2024-10-14 17:54:51,809 - Train: 59.92% [749550/1251000] [599.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001060] [CE 4.820 (4.441)] [KD 4.302 (4.263)] 2024-10-14 17:54:59,361 - Train: 59.92% [749600/1251000] [599.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001060] [CE 4.773 (4.460)] [KD 4.417 (4.200)] 2024-10-14 17:55:07,194 - Train: 59.92% [749650/1251000] [599.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.001059] [CE 4.063 (4.517)] [KD 4.415 (4.340)] 2024-10-14 17:55:14,902 - Train: 59.93% [749700/1251000] [599.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001059] [CE 4.411 (4.480)] [KD 4.240 (4.292)] 2024-10-14 17:55:22,531 - Train: 59.93% [749750/1251000] [599.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001059] [CE 4.628 (4.449)] [KD 4.185 (4.244)] 2024-10-14 17:55:30,393 - Train: 59.94% [749800/1251000] [599.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.001059] [CE 4.526 (4.483)] [KD 4.085 (4.273)] 2024-10-14 17:55:37,931 - Train: 59.94% [749850/1251000] [599.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001059] [CE 4.892 (4.500)] [KD 4.430 (4.311)] 2024-10-14 17:55:45,435 - Train: 59.94% [749900/1251000] [599.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.001059] [CE 4.457 (4.451)] [KD 4.122 (4.250)] 2024-10-14 17:55:53,180 - Train: 59.95% [749950/1251000] [599.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001058] [CE 4.352 (4.435)] [KD 4.110 (4.213)] 2024-10-14 17:56:00,804 - Train: 59.95% [750000/1251000] [599.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001058] [CE 4.918 (4.425)] [KD 4.534 (4.215)] 2024-10-14 17:56:08,603 - Train: 59.96% [750050/1251000] [599.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001058] [CE 4.643 (4.435)] [KD 4.307 (4.270)] 2024-10-14 17:56:16,391 - Train: 59.96% [750100/1251000] [599.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.001058] [CE 4.403 (4.508)] [KD 4.134 (4.297)] 2024-10-14 17:56:24,011 - Train: 59.96% [750150/1251000] [599.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.001058] [CE 4.461 (4.481)] [KD 4.213 (4.311)] 2024-10-14 17:56:31,581 - Train: 59.97% [750200/1251000] [599.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001058] [CE 4.717 (4.442)] [KD 4.767 (4.297)] 2024-10-14 17:56:39,256 - Train: 59.97% [750250/1251000] [599.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001057] [CE 4.643 (4.469)] [KD 4.428 (4.299)] 2024-10-14 17:56:46,930 - Train: 59.98% [750300/1251000] [599.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.001057] [CE 3.934 (4.495)] [KD 3.970 (4.334)] 2024-10-14 17:56:54,788 - Train: 59.98% [750350/1251000] [599.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001057] [CE 4.008 (4.463)] [KD 3.738 (4.300)] 2024-10-14 17:57:02,444 - Train: 59.98% [750400/1251000] [599.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.001057] [CE 4.363 (4.397)] [KD 4.233 (4.263)] 2024-10-14 17:57:10,040 - Train: 59.99% [750450/1251000] [599.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001057] [CE 3.531 (4.472)] [KD 3.859 (4.299)] 2024-10-14 17:57:17,870 - Train: 59.99% [750500/1251000] [599.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001056] [CE 4.203 (4.511)] [KD 3.886 (4.303)] 2024-10-14 17:57:25,407 - Train: 60.00% [750550/1251000] [600.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001056] [CE 4.298 (4.563)] [KD 4.410 (4.358)] 2024-10-14 17:57:32,949 - Train: 60.00% [750600/1251000] [600.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.004] [optim_t 0.141] [lr 0.001056] [CE 4.710 (4.476)] [KD 4.399 (4.358)] 2024-10-14 17:57:38,721 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 35061] [top5_cnt 44864] [top_all 50000] 2024-10-14 17:57:38,721 - net: 70.122 (89.728) 2024-10-14 17:57:44,641 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37384] [top5_cnt 46072] [top_all 50000] 2024-10-14 17:57:44,642 - net_E: 74.768 (92.144) 2024-10-14 17:57:44,799 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 17:57:44,799 - ==> Total time: 1 day, 3:55:28 Eta: 18:36:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 17:57:59,295 - Train: 60.00% [750650/1251000] [600.0/1000.0] [batch_t 0.149 (0.167)] [data_t 0.005] [optim_t 0.145] [lr 0.001056] [CE 4.032 (4.441)] [KD 4.154 (4.234)] 2024-10-14 17:58:06,885 - Train: 60.01% [750700/1251000] [600.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001056] [CE 4.587 (4.493)] [KD 4.042 (4.264)] 2024-10-14 17:58:14,672 - Train: 60.01% [750750/1251000] [600.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001056] [CE 4.306 (4.459)] [KD 4.090 (4.277)] 2024-10-14 17:58:22,268 - Train: 60.02% [750800/1251000] [600.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001055] [CE 4.663 (4.515)] [KD 4.272 (4.303)] 2024-10-14 17:58:30,085 - Train: 60.02% [750850/1251000] [600.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001055] [CE 4.728 (4.442)] [KD 4.564 (4.197)] 2024-10-14 17:58:37,769 - Train: 60.02% [750900/1251000] [600.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.001055] [CE 4.548 (4.419)] [KD 4.575 (4.226)] 2024-10-14 17:58:45,466 - Train: 60.03% [750950/1251000] [600.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001055] [CE 4.816 (4.509)] [KD 4.498 (4.287)] 2024-10-14 17:58:53,140 - Train: 60.03% [751000/1251000] [600.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001055] [CE 4.396 (4.463)] [KD 4.046 (4.249)] 2024-10-14 17:59:00,799 - Train: 60.04% [751050/1251000] [600.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.001055] [CE 4.500 (4.485)] [KD 4.162 (4.315)] 2024-10-14 17:59:08,576 - Train: 60.04% [751100/1251000] [600.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.001054] [CE 4.448 (4.496)] [KD 4.494 (4.317)] 2024-10-14 17:59:16,199 - Train: 60.04% [751150/1251000] [600.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001054] [CE 4.257 (4.444)] [KD 4.261 (4.240)] 2024-10-14 17:59:23,728 - Train: 60.05% [751200/1251000] [600.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.001054] [CE 4.039 (4.391)] [KD 4.036 (4.165)] 2024-10-14 17:59:31,325 - Train: 60.05% [751250/1251000] [600.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.001054] [CE 4.230 (4.454)] [KD 4.207 (4.234)] 2024-10-14 17:59:39,098 - Train: 60.06% [751300/1251000] [600.6/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.001054] [CE 4.555 (4.499)] [KD 4.277 (4.301)] 2024-10-14 17:59:46,786 - Train: 60.06% [751350/1251000] [600.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001053] [CE 4.526 (4.435)] [KD 4.544 (4.226)] 2024-10-14 17:59:54,479 - Train: 60.06% [751400/1251000] [600.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001053] [CE 4.756 (4.492)] [KD 4.450 (4.309)] 2024-10-14 18:00:02,019 - Train: 60.07% [751450/1251000] [600.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001053] [CE 4.347 (4.499)] [KD 4.359 (4.339)] 2024-10-14 18:00:10,006 - Train: 60.07% [751500/1251000] [600.7/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.001053] [CE 4.560 (4.516)] [KD 4.318 (4.283)] 2024-10-14 18:00:17,664 - Train: 60.08% [751550/1251000] [600.8/1000.0] [batch_t 0.163 (0.153)] [data_t 0.005] [optim_t 0.159] [lr 0.001053] [CE 4.155 (4.382)] [KD 4.232 (4.225)] 2024-10-14 18:00:25,682 - Train: 60.08% [751600/1251000] [600.8/1000.0] [batch_t 0.159 (0.160)] [data_t 0.003] [optim_t 0.156] [lr 0.001053] [CE 4.512 (4.472)] [KD 3.986 (4.282)] 2024-10-14 18:00:33,834 - Train: 60.08% [751650/1251000] [600.8/1000.0] [batch_t 0.152 (0.163)] [data_t 0.005] [optim_t 0.148] [lr 0.001052] [CE 4.699 (4.517)] [KD 4.551 (4.323)] 2024-10-14 18:00:41,615 - Train: 60.09% [751700/1251000] [600.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001052] [CE 4.612 (4.488)] [KD 4.257 (4.322)] 2024-10-14 18:00:49,307 - Train: 60.09% [751750/1251000] [600.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001052] [CE 4.498 (4.487)] [KD 3.952 (4.264)] 2024-10-14 18:00:56,963 - Train: 60.10% [751800/1251000] [601.0/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001052] [CE 4.679 (4.492)] [KD 4.422 (4.359)] 2024-10-14 18:01:04,609 - Train: 60.10% [751850/1251000] [601.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.006] [optim_t 0.138] [lr 0.001052] [CE 4.141 (4.535)] [KD 4.056 (4.365)] 2024-10-14 18:01:10,432 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35076] [top5_cnt 44885] [top_all 50000] 2024-10-14 18:01:10,432 - net: 70.152 (89.770) 2024-10-14 18:01:16,272 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37370] [top5_cnt 46096] [top_all 50000] 2024-10-14 18:01:16,272 - net_E: 74.740 (92.192) 2024-10-14 18:01:16,471 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 18:01:16,472 - ==> Total time: 1 day, 3:58:59 Eta: 18:34:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:01:26,095 - Train: 60.10% [751900/1251000] [601.0/1000.0] [batch_t 0.159 (0.163)] [data_t 0.004] [optim_t 0.155] [lr 0.001052] [CE 4.427 (4.444)] [KD 4.066 (4.247)] 2024-10-14 18:01:33,599 - Train: 60.11% [751950/1251000] [601.1/1000.0] [batch_t 0.155 (0.150)] [data_t 0.004] [optim_t 0.151] [lr 0.001051] [CE 4.171 (4.426)] [KD 4.095 (4.284)] 2024-10-14 18:01:41,392 - Train: 60.11% [752000/1251000] [601.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001051] [CE 4.724 (4.484)] [KD 4.435 (4.310)] 2024-10-14 18:01:48,969 - Train: 60.12% [752050/1251000] [601.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001051] [CE 4.569 (4.449)] [KD 4.174 (4.289)] 2024-10-14 18:01:56,629 - Train: 60.12% [752100/1251000] [601.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001051] [CE 4.533 (4.440)] [KD 4.346 (4.261)] 2024-10-14 18:02:04,514 - Train: 60.12% [752150/1251000] [601.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.001051] [CE 4.490 (4.453)] [KD 4.042 (4.203)] 2024-10-14 18:02:12,302 - Train: 60.13% [752200/1251000] [601.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.001050] [CE 4.389 (4.425)] [KD 4.111 (4.220)] 2024-10-14 18:02:19,859 - Train: 60.13% [752250/1251000] [601.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.001050] [CE 4.794 (4.467)] [KD 4.363 (4.206)] 2024-10-14 18:02:27,418 - Train: 60.14% [752300/1251000] [601.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001050] [CE 4.560 (4.423)] [KD 4.067 (4.253)] 2024-10-14 18:02:35,120 - Train: 60.14% [752350/1251000] [601.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001050] [CE 3.866 (4.455)] [KD 3.781 (4.248)] 2024-10-14 18:02:42,919 - Train: 60.14% [752400/1251000] [601.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001050] [CE 4.339 (4.503)] [KD 4.291 (4.240)] 2024-10-14 18:02:50,754 - Train: 60.15% [752450/1251000] [601.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001050] [CE 4.281 (4.538)] [KD 4.456 (4.294)] 2024-10-14 18:02:58,317 - Train: 60.15% [752500/1251000] [601.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001049] [CE 4.484 (4.389)] [KD 4.250 (4.234)] 2024-10-14 18:03:06,161 - Train: 60.16% [752550/1251000] [601.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.001049] [CE 4.617 (4.480)] [KD 4.139 (4.261)] 2024-10-14 18:03:13,830 - Train: 60.16% [752600/1251000] [601.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001049] [CE 4.238 (4.398)] [KD 4.204 (4.240)] 2024-10-14 18:03:21,330 - Train: 60.16% [752650/1251000] [601.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001049] [CE 4.688 (4.541)] [KD 4.413 (4.355)] 2024-10-14 18:03:28,974 - Train: 60.17% [752700/1251000] [601.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001049] [CE 4.559 (4.434)] [KD 4.222 (4.276)] 2024-10-14 18:03:36,488 - Train: 60.17% [752750/1251000] [601.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.001048] [CE 4.267 (4.447)] [KD 4.127 (4.283)] 2024-10-14 18:03:44,144 - Train: 60.18% [752800/1251000] [601.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001048] [CE 4.329 (4.457)] [KD 4.154 (4.325)] 2024-10-14 18:03:51,932 - Train: 60.18% [752850/1251000] [601.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.001048] [CE 4.543 (4.523)] [KD 4.328 (4.349)] 2024-10-14 18:03:59,843 - Train: 60.18% [752900/1251000] [601.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.001048] [CE 4.640 (4.412)] [KD 4.257 (4.241)] 2024-10-14 18:04:07,509 - Train: 60.19% [752950/1251000] [601.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001048] [CE 4.262 (4.458)] [KD 4.467 (4.253)] 2024-10-14 18:04:15,312 - Train: 60.19% [753000/1251000] [601.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001048] [CE 4.779 (4.483)] [KD 4.343 (4.333)] 2024-10-14 18:04:23,083 - Train: 60.20% [753050/1251000] [602.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001047] [CE 4.446 (4.438)] [KD 4.382 (4.291)] 2024-10-14 18:04:30,594 - Train: 60.20% [753100/1251000] [602.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.002] [optim_t 0.142] [lr 0.001047] [CE 4.835 (4.473)] [KD 4.509 (4.307)] 2024-10-14 18:04:36,673 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 34907] [top5_cnt 44798] [top_all 50000] 2024-10-14 18:04:36,673 - net: 69.814 (89.596) 2024-10-14 18:04:42,592 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37350] [top5_cnt 46112] [top_all 50000] 2024-10-14 18:04:42,593 - net_E: 74.700 (92.224) 2024-10-14 18:04:42,715 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 18:04:42,715 - ==> Total time: 1 day, 4:02:25 Eta: 18:32:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:04:52,191 - Train: 60.20% [753150/1251000] [602.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.005] [optim_t 0.144] [lr 0.001047] [CE 4.776 (4.457)] [KD 4.616 (4.213)] 2024-10-14 18:04:59,988 - Train: 60.21% [753200/1251000] [602.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001047] [CE 4.343 (4.501)] [KD 4.214 (4.250)] 2024-10-14 18:05:07,613 - Train: 60.21% [753250/1251000] [602.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.001047] [CE 4.430 (4.533)] [KD 4.221 (4.310)] 2024-10-14 18:05:15,575 - Train: 60.22% [753300/1251000] [602.2/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.001047] [CE 4.322 (4.421)] [KD 4.125 (4.204)] 2024-10-14 18:05:23,111 - Train: 60.22% [753350/1251000] [602.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001046] [CE 4.315 (4.432)] [KD 4.139 (4.223)] 2024-10-14 18:05:30,664 - Train: 60.22% [753400/1251000] [602.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.001046] [CE 4.569 (4.513)] [KD 4.386 (4.348)] 2024-10-14 18:05:38,576 - Train: 60.23% [753450/1251000] [602.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.001046] [CE 4.784 (4.472)] [KD 4.449 (4.289)] 2024-10-14 18:05:46,208 - Train: 60.23% [753500/1251000] [602.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.001046] [CE 4.153 (4.537)] [KD 4.197 (4.346)] 2024-10-14 18:05:53,710 - Train: 60.24% [753550/1251000] [602.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001046] [CE 4.348 (4.474)] [KD 4.053 (4.276)] 2024-10-14 18:06:01,490 - Train: 60.24% [753600/1251000] [602.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.001045] [CE 4.187 (4.402)] [KD 3.945 (4.200)] 2024-10-14 18:06:09,099 - Train: 60.24% [753650/1251000] [602.4/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.001045] [CE 4.283 (4.434)] [KD 4.082 (4.236)] 2024-10-14 18:06:16,978 - Train: 60.25% [753700/1251000] [602.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001045] [CE 4.932 (4.380)] [KD 4.359 (4.250)] 2024-10-14 18:06:24,521 - Train: 60.25% [753750/1251000] [602.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001045] [CE 5.104 (4.446)] [KD 4.467 (4.295)] 2024-10-14 18:06:32,129 - Train: 60.26% [753800/1251000] [602.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001045] [CE 4.524 (4.488)] [KD 4.440 (4.304)] 2024-10-14 18:06:39,914 - Train: 60.26% [753850/1251000] [602.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.001045] [CE 4.791 (4.427)] [KD 4.129 (4.256)] 2024-10-14 18:06:47,541 - Train: 60.26% [753900/1251000] [602.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001044] [CE 4.388 (4.390)] [KD 3.962 (4.224)] 2024-10-14 18:06:55,042 - Train: 60.27% [753950/1251000] [602.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001044] [CE 4.439 (4.494)] [KD 4.308 (4.238)] 2024-10-14 18:07:02,531 - Train: 60.27% [754000/1251000] [602.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.001044] [CE 4.370 (4.494)] [KD 4.207 (4.263)] 2024-10-14 18:07:10,159 - Train: 60.28% [754050/1251000] [602.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001044] [CE 4.935 (4.498)] [KD 4.621 (4.258)] 2024-10-14 18:07:17,740 - Train: 60.28% [754100/1251000] [602.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.001044] [CE 4.774 (4.452)] [KD 4.520 (4.243)] 2024-10-14 18:07:25,706 - Train: 60.28% [754150/1251000] [602.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001044] [CE 4.212 (4.456)] [KD 4.174 (4.287)] 2024-10-14 18:07:33,250 - Train: 60.29% [754200/1251000] [602.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.001043] [CE 3.954 (4.482)] [KD 3.868 (4.236)] 2024-10-14 18:07:40,794 - Train: 60.29% [754250/1251000] [602.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001043] [CE 4.534 (4.451)] [KD 4.307 (4.255)] 2024-10-14 18:07:48,573 - Train: 60.30% [754300/1251000] [603.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.002] [optim_t 0.147] [lr 0.001043] [CE 4.802 (4.426)] [KD 4.641 (4.261)] 2024-10-14 18:07:56,063 - Train: 60.30% [754350/1251000] [603.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.001043] [CE 4.894 (4.524)] [KD 4.567 (4.319)] 2024-10-14 18:08:02,195 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35201] [top5_cnt 44898] [top_all 50000] 2024-10-14 18:08:02,195 - net: 70.402 (89.796) 2024-10-14 18:08:08,182 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37368] [top5_cnt 46082] [top_all 50000] 2024-10-14 18:08:08,182 - net_E: 74.736 (92.164) 2024-10-14 18:08:08,315 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 18:08:08,316 - ==> Total time: 1 day, 4:05:51 Eta: 18:29:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:08:17,795 - Train: 60.30% [754400/1251000] [603.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.001043] [CE 4.231 (4.434)] [KD 4.246 (4.187)] 2024-10-14 18:08:25,704 - Train: 60.31% [754450/1251000] [603.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.001042] [CE 4.351 (4.405)] [KD 4.279 (4.205)] 2024-10-14 18:08:33,689 - Train: 60.31% [754500/1251000] [603.1/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.001042] [CE 4.305 (4.436)] [KD 4.232 (4.215)] 2024-10-14 18:08:41,265 - Train: 60.32% [754550/1251000] [603.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001042] [CE 4.581 (4.476)] [KD 4.163 (4.254)] 2024-10-14 18:08:49,076 - Train: 60.32% [754600/1251000] [603.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001042] [CE 4.352 (4.429)] [KD 4.096 (4.211)] 2024-10-14 18:08:56,677 - Train: 60.32% [754650/1251000] [603.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.001042] [CE 4.332 (4.518)] [KD 4.169 (4.283)] 2024-10-14 18:09:04,545 - Train: 60.33% [754700/1251000] [603.3/1000.0] [batch_t 0.164 (0.157)] [data_t 0.004] [optim_t 0.160] [lr 0.001042] [CE 4.754 (4.498)] [KD 4.399 (4.309)] 2024-10-14 18:09:12,373 - Train: 60.33% [754750/1251000] [603.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001041] [CE 4.964 (4.511)] [KD 4.426 (4.319)] 2024-10-14 18:09:20,067 - Train: 60.34% [754800/1251000] [603.4/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.001041] [CE 4.522 (4.475)] [KD 4.346 (4.239)] 2024-10-14 18:09:27,685 - Train: 60.34% [754850/1251000] [603.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001041] [CE 4.175 (4.373)] [KD 4.119 (4.228)] 2024-10-14 18:09:35,512 - Train: 60.34% [754900/1251000] [603.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.001041] [CE 4.190 (4.458)] [KD 4.220 (4.246)] 2024-10-14 18:09:43,080 - Train: 60.35% [754950/1251000] [603.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.001041] [CE 4.587 (4.469)] [KD 4.390 (4.278)] 2024-10-14 18:09:50,908 - Train: 60.35% [755000/1251000] [603.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001041] [CE 4.820 (4.501)] [KD 4.521 (4.273)] 2024-10-14 18:09:58,681 - Train: 60.36% [755050/1251000] [603.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001040] [CE 4.388 (4.444)] [KD 4.175 (4.264)] 2024-10-14 18:10:06,423 - Train: 60.36% [755100/1251000] [603.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001040] [CE 4.550 (4.490)] [KD 4.531 (4.273)] 2024-10-14 18:10:14,162 - Train: 60.36% [755150/1251000] [603.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001040] [CE 4.605 (4.412)] [KD 4.324 (4.244)] 2024-10-14 18:10:21,911 - Train: 60.37% [755200/1251000] [603.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.001040] [CE 4.415 (4.463)] [KD 4.377 (4.270)] 2024-10-14 18:10:29,565 - Train: 60.37% [755250/1251000] [603.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.001040] [CE 3.962 (4.466)] [KD 3.868 (4.260)] 2024-10-14 18:10:37,415 - Train: 60.38% [755300/1251000] [603.8/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.001039] [CE 4.683 (4.465)] [KD 4.482 (4.301)] 2024-10-14 18:10:45,331 - Train: 60.38% [755350/1251000] [603.8/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.001039] [CE 4.039 (4.475)] [KD 4.186 (4.307)] 2024-10-14 18:10:52,920 - Train: 60.38% [755400/1251000] [603.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.001039] [CE 4.525 (4.417)] [KD 4.114 (4.283)] 2024-10-14 18:11:00,750 - Train: 60.39% [755450/1251000] [603.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001039] [CE 4.293 (4.505)] [KD 4.229 (4.302)] 2024-10-14 18:11:08,318 - Train: 60.39% [755500/1251000] [603.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001039] [CE 4.353 (4.471)] [KD 4.273 (4.321)] 2024-10-14 18:11:16,170 - Train: 60.40% [755550/1251000] [604.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001039] [CE 4.270 (4.391)] [KD 4.249 (4.209)] 2024-10-14 18:11:23,929 - Train: 60.40% [755600/1251000] [604.0/1000.0] [batch_t 0.142 (0.155)] [data_t 0.007] [optim_t 0.135] [lr 0.001038] [CE 4.371 (4.439)] [KD 4.481 (4.291)] 2024-10-14 18:11:30,248 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35116] [top5_cnt 44864] [top_all 50000] 2024-10-14 18:11:30,249 - net: 70.232 (89.728) 2024-10-14 18:11:36,015 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.104)] [top1_cnt 37361] [top5_cnt 46111] [top_all 50000] 2024-10-14 18:11:36,016 - net_E: 74.722 (92.222) 2024-10-14 18:11:36,163 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 18:11:36,164 - ==> Total time: 1 day, 4:09:19 Eta: 18:27:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:11:45,294 - Train: 60.40% [755650/1251000] [604.0/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.001038] [CE 4.736 (4.466)] [KD 4.470 (4.215)] 2024-10-14 18:11:53,154 - Train: 60.41% [755700/1251000] [604.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.001038] [CE 3.990 (4.397)] [KD 3.945 (4.135)] 2024-10-14 18:12:00,717 - Train: 60.41% [755750/1251000] [604.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001038] [CE 4.545 (4.504)] [KD 4.315 (4.251)] 2024-10-14 18:12:08,657 - Train: 60.42% [755800/1251000] [604.2/1000.0] [batch_t 0.164 (0.159)] [data_t 0.004] [optim_t 0.160] [lr 0.001038] [CE 4.976 (4.462)] [KD 4.755 (4.301)] 2024-10-14 18:12:16,381 - Train: 60.42% [755850/1251000] [604.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001038] [CE 4.497 (4.470)] [KD 4.337 (4.249)] 2024-10-14 18:12:23,917 - Train: 60.42% [755900/1251000] [604.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001037] [CE 4.381 (4.452)] [KD 4.040 (4.276)] 2024-10-14 18:12:31,703 - Train: 60.43% [755950/1251000] [604.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001037] [CE 4.406 (4.443)] [KD 4.353 (4.290)] 2024-10-14 18:12:39,618 - Train: 60.43% [756000/1251000] [604.3/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.001037] [CE 4.908 (4.491)] [KD 4.427 (4.274)] 2024-10-14 18:12:47,246 - Train: 60.44% [756050/1251000] [604.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001037] [CE 4.782 (4.505)] [KD 4.553 (4.317)] 2024-10-14 18:12:54,836 - Train: 60.44% [756100/1251000] [604.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.001037] [CE 4.503 (4.482)] [KD 4.246 (4.277)] 2024-10-14 18:13:02,497 - Train: 60.44% [756150/1251000] [604.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.001036] [CE 4.353 (4.521)] [KD 4.210 (4.319)] 2024-10-14 18:13:10,065 - Train: 60.45% [756200/1251000] [604.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001036] [CE 3.814 (4.512)] [KD 4.125 (4.336)] 2024-10-14 18:13:17,989 - Train: 60.45% [756250/1251000] [604.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.001036] [CE 4.250 (4.503)] [KD 4.195 (4.287)] 2024-10-14 18:13:25,534 - Train: 60.46% [756300/1251000] [604.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001036] [CE 4.614 (4.428)] [KD 4.347 (4.264)] 2024-10-14 18:13:33,119 - Train: 60.46% [756350/1251000] [604.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.001036] [CE 4.353 (4.475)] [KD 4.297 (4.311)] 2024-10-14 18:13:40,819 - Train: 60.46% [756400/1251000] [604.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001036] [CE 4.357 (4.481)] [KD 4.310 (4.339)] 2024-10-14 18:13:48,583 - Train: 60.47% [756450/1251000] [604.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.001035] [CE 3.811 (4.477)] [KD 3.851 (4.229)] 2024-10-14 18:13:56,300 - Train: 60.47% [756500/1251000] [604.7/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.001035] [CE 4.429 (4.461)] [KD 4.148 (4.242)] 2024-10-14 18:14:04,184 - Train: 60.48% [756550/1251000] [604.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.001035] [CE 3.900 (4.388)] [KD 3.789 (4.220)] 2024-10-14 18:14:11,872 - Train: 60.48% [756600/1251000] [604.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.001035] [CE 4.772 (4.509)] [KD 4.083 (4.248)] 2024-10-14 18:14:19,574 - Train: 60.48% [756650/1251000] [604.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.001035] [CE 4.320 (4.479)] [KD 4.426 (4.287)] 2024-10-14 18:14:27,188 - Train: 60.49% [756700/1251000] [604.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001035] [CE 3.923 (4.487)] [KD 4.192 (4.316)] 2024-10-14 18:14:34,688 - Train: 60.49% [756750/1251000] [604.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.001034] [CE 4.371 (4.464)] [KD 4.518 (4.305)] 2024-10-14 18:14:42,471 - Train: 60.50% [756800/1251000] [605.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001034] [CE 4.952 (4.391)] [KD 4.537 (4.275)] 2024-10-14 18:14:50,284 - Train: 60.50% [756850/1251000] [605.0/1000.0] [batch_t 0.143 (0.156)] [data_t 0.004] [optim_t 0.139] [lr 0.001034] [CE 4.787 (4.482)] [KD 4.521 (4.282)] 2024-10-14 18:14:56,658 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 34539] [top5_cnt 44535] [top_all 50000] 2024-10-14 18:14:56,658 - net: 69.078 (89.070) 2024-10-14 18:15:02,448 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37389] [top5_cnt 46129] [top_all 50000] 2024-10-14 18:15:02,448 - net_E: 74.778 (92.258) 2024-10-14 18:15:02,664 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.780 (epoch: 597)] 2024-10-14 18:15:02,665 - ==> Total time: 1 day, 4:12:45 Eta: 18:25:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:15:14,248 - Train: 60.50% [756900/1251000] [605.0/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.001034] [CE 4.134 (4.402)] [KD 3.806 (4.234)] 2024-10-14 18:15:21,929 - Train: 60.51% [756950/1251000] [605.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.001034] [CE 4.422 (4.441)] [KD 4.330 (4.251)] 2024-10-14 18:15:29,696 - Train: 60.51% [757000/1251000] [605.1/1000.0] [batch_t 0.305 (0.155)] [data_t 0.003] [optim_t 0.303] [lr 0.001033] [CE 4.201 (4.413)] [KD 4.090 (4.203)] 2024-10-14 18:15:37,354 - Train: 60.52% [757050/1251000] [605.2/1000.0] [batch_t 0.277 (0.153)] [data_t 0.003] [optim_t 0.274] [lr 0.001033] [CE 4.661 (4.426)] [KD 4.405 (4.191)] 2024-10-14 18:15:44,993 - Train: 60.52% [757100/1251000] [605.2/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.001033] [CE 4.300 (4.491)] [KD 4.118 (4.287)] 2024-10-14 18:15:52,800 - Train: 60.52% [757150/1251000] [605.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001033] [CE 4.526 (4.430)] [KD 4.281 (4.213)] 2024-10-14 18:16:00,350 - Train: 60.53% [757200/1251000] [605.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.001033] [CE 4.818 (4.514)] [KD 4.370 (4.234)] 2024-10-14 18:16:07,925 - Train: 60.53% [757250/1251000] [605.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.001033] [CE 4.549 (4.417)] [KD 4.240 (4.234)] 2024-10-14 18:16:15,572 - Train: 60.54% [757300/1251000] [605.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.001032] [CE 4.687 (4.442)] [KD 4.090 (4.170)] 2024-10-14 18:16:23,145 - Train: 60.54% [757350/1251000] [605.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001032] [CE 4.932 (4.438)] [KD 4.558 (4.227)] 2024-10-14 18:16:31,042 - Train: 60.54% [757400/1251000] [605.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.001032] [CE 4.078 (4.353)] [KD 4.154 (4.185)] 2024-10-14 18:16:38,939 - Train: 60.55% [757450/1251000] [605.5/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.001032] [CE 4.187 (4.385)] [KD 4.282 (4.191)] 2024-10-14 18:16:46,500 - Train: 60.55% [757500/1251000] [605.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001032] [CE 4.544 (4.463)] [KD 4.266 (4.259)] 2024-10-14 18:16:54,151 - Train: 60.56% [757550/1251000] [605.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001032] [CE 4.491 (4.427)] [KD 4.366 (4.213)] 2024-10-14 18:17:01,692 - Train: 60.56% [757600/1251000] [605.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.001031] [CE 4.167 (4.564)] [KD 3.995 (4.285)] 2024-10-14 18:17:09,275 - Train: 60.56% [757650/1251000] [605.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.001031] [CE 4.644 (4.406)] [KD 4.352 (4.248)] 2024-10-14 18:17:17,123 - Train: 60.57% [757700/1251000] [605.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.001031] [CE 4.251 (4.374)] [KD 4.234 (4.223)] 2024-10-14 18:17:24,728 - Train: 60.57% [757750/1251000] [605.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001031] [CE 4.501 (4.407)] [KD 4.351 (4.203)] 2024-10-14 18:17:32,466 - Train: 60.58% [757800/1251000] [605.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.001031] [CE 4.250 (4.486)] [KD 4.257 (4.213)] 2024-10-14 18:17:40,132 - Train: 60.58% [757850/1251000] [605.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.002] [optim_t 0.149] [lr 0.001030] [CE 4.876 (4.445)] [KD 4.374 (4.236)] 2024-10-14 18:17:47,670 - Train: 60.58% [757900/1251000] [605.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.001030] [CE 4.955 (4.526)] [KD 4.553 (4.319)] 2024-10-14 18:17:55,371 - Train: 60.59% [757950/1251000] [605.9/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.001030] [CE 4.622 (4.475)] [KD 4.379 (4.277)] 2024-10-14 18:18:03,156 - Train: 60.59% [758000/1251000] [605.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001030] [CE 4.236 (4.470)] [KD 4.101 (4.277)] 2024-10-14 18:18:10,954 - Train: 60.60% [758050/1251000] [606.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.001030] [CE 3.962 (4.444)] [KD 3.962 (4.306)] 2024-10-14 18:18:18,457 - Train: 60.60% [758100/1251000] [606.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.001030] [CE 4.648 (4.493)] [KD 4.286 (4.319)] 2024-10-14 18:18:25,027 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35216] [top5_cnt 44881] [top_all 50000] 2024-10-14 18:18:25,027 - net: 70.432 (89.762) 2024-10-14 18:18:31,009 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.110)] [top1_cnt 37403] [top5_cnt 46137] [top_all 50000] 2024-10-14 18:18:31,009 - net_E: 74.806 (92.274) 2024-10-14 18:18:31,145 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.806 (epoch: 606)] 2024-10-14 18:18:31,146 - ==> Total time: 1 day, 4:16:14 Eta: 18:22:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:18:45,475 - Train: 60.60% [758150/1251000] [606.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.003] [optim_t 0.148] [lr 0.001029] [CE 4.398 (4.475)] [KD 4.205 (4.242)] 2024-10-14 18:18:52,974 - Train: 60.61% [758200/1251000] [606.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001029] [CE 4.561 (4.433)] [KD 4.108 (4.236)] 2024-10-14 18:19:00,861 - Train: 60.61% [758250/1251000] [606.1/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.001029] [CE 4.677 (4.395)] [KD 4.298 (4.234)] 2024-10-14 18:19:08,456 - Train: 60.62% [758300/1251000] [606.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.001029] [CE 4.072 (4.374)] [KD 4.048 (4.163)] 2024-10-14 18:19:16,374 - Train: 60.62% [758350/1251000] [606.2/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.001029] [CE 4.681 (4.495)] [KD 4.472 (4.273)] 2024-10-14 18:19:23,922 - Train: 60.62% [758400/1251000] [606.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.001029] [CE 4.737 (4.495)] [KD 4.310 (4.256)] 2024-10-14 18:19:31,608 - Train: 60.63% [758450/1251000] [606.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001028] [CE 4.289 (4.481)] [KD 4.289 (4.281)] 2024-10-14 18:19:39,239 - Train: 60.63% [758500/1251000] [606.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001028] [CE 4.214 (4.416)] [KD 4.370 (4.242)] 2024-10-14 18:19:46,850 - Train: 60.64% [758550/1251000] [606.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001028] [CE 4.739 (4.476)] [KD 4.475 (4.292)] 2024-10-14 18:19:54,623 - Train: 60.64% [758600/1251000] [606.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.001028] [CE 4.038 (4.393)] [KD 4.277 (4.214)] 2024-10-14 18:20:02,297 - Train: 60.64% [758650/1251000] [606.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001028] [CE 4.694 (4.541)] [KD 4.525 (4.314)] 2024-10-14 18:20:10,001 - Train: 60.65% [758700/1251000] [606.5/1000.0] [batch_t 0.271 (0.154)] [data_t 0.005] [optim_t 0.266] [lr 0.001027] [CE 4.770 (4.428)] [KD 4.291 (4.204)] 2024-10-14 18:20:17,663 - Train: 60.65% [758750/1251000] [606.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.001027] [CE 4.119 (4.462)] [KD 4.219 (4.314)] 2024-10-14 18:20:25,491 - Train: 60.66% [758800/1251000] [606.6/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.001027] [CE 4.231 (4.394)] [KD 4.185 (4.248)] 2024-10-14 18:20:33,037 - Train: 60.66% [758850/1251000] [606.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001027] [CE 3.870 (4.403)] [KD 4.087 (4.253)] 2024-10-14 18:20:40,723 - Train: 60.66% [758900/1251000] [606.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001027] [CE 4.428 (4.469)] [KD 4.385 (4.264)] 2024-10-14 18:20:48,380 - Train: 60.67% [758950/1251000] [606.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.001027] [CE 4.835 (4.455)] [KD 4.457 (4.246)] 2024-10-14 18:20:56,403 - Train: 60.67% [759000/1251000] [606.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.001026] [CE 4.393 (4.453)] [KD 4.108 (4.246)] 2024-10-14 18:21:04,252 - Train: 60.68% [759050/1251000] [606.8/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.001026] [CE 4.674 (4.472)] [KD 4.330 (4.260)] 2024-10-14 18:21:12,099 - Train: 60.68% [759100/1251000] [606.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.001026] [CE 4.108 (4.420)] [KD 3.971 (4.249)] 2024-10-14 18:21:19,643 - Train: 60.68% [759150/1251000] [606.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.001026] [CE 4.817 (4.447)] [KD 4.469 (4.233)] 2024-10-14 18:21:27,232 - Train: 60.69% [759200/1251000] [606.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.001026] [CE 4.093 (4.503)] [KD 4.014 (4.255)] 2024-10-14 18:21:34,838 - Train: 60.69% [759250/1251000] [606.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001026] [CE 4.714 (4.439)] [KD 4.163 (4.222)] 2024-10-14 18:21:42,505 - Train: 60.70% [759300/1251000] [607.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001025] [CE 4.578 (4.408)] [KD 4.405 (4.266)] 2024-10-14 18:21:50,320 - Train: 60.70% [759350/1251000] [607.0/1000.0] [batch_t 0.257 (0.156)] [data_t 0.006] [optim_t 0.251] [lr 0.001025] [CE 4.057 (4.500)] [KD 4.234 (4.327)] 2024-10-14 18:21:57,101 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 35137] [top5_cnt 44964] [top_all 50000] 2024-10-14 18:21:57,101 - net: 70.274 (89.928) 2024-10-14 18:22:03,075 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37429] [top5_cnt 46117] [top_all 50000] 2024-10-14 18:22:03,076 - net_E: 74.858 (92.234) 2024-10-14 18:22:03,189 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.858 (epoch: 607)] 2024-10-14 18:22:03,189 - ==> Total time: 1 day, 4:19:46 Eta: 18:20:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:22:18,264 - Train: 60.70% [759400/1251000] [607.0/1000.0] [batch_t 0.151 (0.168)] [data_t 0.004] [optim_t 0.147] [lr 0.001025] [CE 4.407 (4.469)] [KD 4.025 (4.229)] 2024-10-14 18:22:25,954 - Train: 60.71% [759450/1251000] [607.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001025] [CE 3.976 (4.495)] [KD 3.650 (4.208)] 2024-10-14 18:22:33,624 - Train: 60.71% [759500/1251000] [607.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001025] [CE 4.399 (4.421)] [KD 4.182 (4.218)] 2024-10-14 18:22:41,370 - Train: 60.72% [759550/1251000] [607.2/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.001024] [CE 4.579 (4.494)] [KD 4.381 (4.244)] 2024-10-14 18:22:49,069 - Train: 60.72% [759600/1251000] [607.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001024] [CE 4.800 (4.541)] [KD 4.613 (4.267)] 2024-10-14 18:22:56,758 - Train: 60.72% [759650/1251000] [607.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001024] [CE 4.507 (4.461)] [KD 4.086 (4.220)] 2024-10-14 18:23:04,729 - Train: 60.73% [759700/1251000] [607.3/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.001024] [CE 4.018 (4.440)] [KD 4.092 (4.201)] 2024-10-14 18:23:12,465 - Train: 60.73% [759750/1251000] [607.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001024] [CE 4.672 (4.478)] [KD 4.256 (4.264)] 2024-10-14 18:23:20,016 - Train: 60.74% [759800/1251000] [607.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001024] [CE 3.970 (4.458)] [KD 4.017 (4.241)] 2024-10-14 18:23:27,671 - Train: 60.74% [759850/1251000] [607.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001023] [CE 4.382 (4.391)] [KD 4.242 (4.196)] 2024-10-14 18:23:35,336 - Train: 60.74% [759900/1251000] [607.4/1000.0] [batch_t 0.162 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.001023] [CE 4.481 (4.448)] [KD 4.489 (4.263)] 2024-10-14 18:23:43,253 - Train: 60.75% [759950/1251000] [607.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.001023] [CE 4.423 (4.438)] [KD 4.234 (4.263)] 2024-10-14 18:23:51,007 - Train: 60.75% [760000/1251000] [607.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001023] [CE 4.206 (4.474)] [KD 4.256 (4.319)] 2024-10-14 18:23:58,662 - Train: 60.76% [760050/1251000] [607.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001023] [CE 4.294 (4.394)] [KD 4.087 (4.160)] 2024-10-14 18:24:06,294 - Train: 60.76% [760100/1251000] [607.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001023] [CE 4.439 (4.429)] [KD 4.037 (4.235)] 2024-10-14 18:24:14,013 - Train: 60.76% [760150/1251000] [607.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001022] [CE 4.580 (4.535)] [KD 4.227 (4.273)] 2024-10-14 18:24:21,709 - Train: 60.77% [760200/1251000] [607.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.001022] [CE 4.305 (4.448)] [KD 4.156 (4.205)] 2024-10-14 18:24:29,505 - Train: 60.77% [760250/1251000] [607.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.001022] [CE 4.225 (4.446)] [KD 4.116 (4.179)] 2024-10-14 18:24:37,454 - Train: 60.78% [760300/1251000] [607.8/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.001022] [CE 4.694 (4.444)] [KD 4.480 (4.207)] 2024-10-14 18:24:45,173 - Train: 60.78% [760350/1251000] [607.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001022] [CE 4.488 (4.482)] [KD 4.273 (4.217)] 2024-10-14 18:24:52,906 - Train: 60.78% [760400/1251000] [607.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.001021] [CE 4.289 (4.438)] [KD 4.196 (4.243)] 2024-10-14 18:25:00,602 - Train: 60.79% [760450/1251000] [607.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001021] [CE 4.331 (4.464)] [KD 3.972 (4.217)] 2024-10-14 18:25:08,388 - Train: 60.79% [760500/1251000] [607.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.001021] [CE 4.683 (4.467)] [KD 4.629 (4.250)] 2024-10-14 18:25:16,210 - Train: 60.80% [760550/1251000] [608.0/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.001021] [CE 4.080 (4.378)] [KD 4.194 (4.232)] 2024-10-14 18:25:23,887 - Train: 60.80% [760600/1251000] [608.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.001021] [CE 4.750 (4.413)] [KD 4.397 (4.218)] 2024-10-14 18:25:30,744 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35214] [top5_cnt 44882] [top_all 50000] 2024-10-14 18:25:30,744 - net: 70.428 (89.764) 2024-10-14 18:25:36,541 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37454] [top5_cnt 46086] [top_all 50000] 2024-10-14 18:25:36,541 - net_E: 74.908 (92.172) 2024-10-14 18:25:36,667 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.908 (epoch: 608)] 2024-10-14 18:25:36,667 - ==> Total time: 1 day, 4:23:19 Eta: 18:18:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:25:49,711 - Train: 60.80% [760650/1251000] [608.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.145] [lr 0.001021] [CE 4.591 (4.399)] [KD 3.999 (4.128)] 2024-10-14 18:25:57,526 - Train: 60.81% [760700/1251000] [608.1/1000.0] [batch_t 0.270 (0.156)] [data_t 0.005] [optim_t 0.266] [lr 0.001020] [CE 4.638 (4.439)] [KD 4.190 (4.246)] 2024-10-14 18:26:05,230 - Train: 60.81% [760750/1251000] [608.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001020] [CE 4.334 (4.463)] [KD 3.931 (4.198)] 2024-10-14 18:26:13,027 - Train: 60.82% [760800/1251000] [608.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.001020] [CE 4.584 (4.418)] [KD 4.177 (4.181)] 2024-10-14 18:26:20,557 - Train: 60.82% [760850/1251000] [608.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001020] [CE 4.271 (4.508)] [KD 3.965 (4.252)] 2024-10-14 18:26:28,088 - Train: 60.82% [760900/1251000] [608.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.001020] [CE 4.072 (4.392)] [KD 4.162 (4.175)] 2024-10-14 18:26:35,915 - Train: 60.83% [760950/1251000] [608.3/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.001020] [CE 4.456 (4.414)] [KD 4.311 (4.174)] 2024-10-14 18:26:43,706 - Train: 60.83% [761000/1251000] [608.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001019] [CE 4.283 (4.497)] [KD 4.053 (4.224)] 2024-10-14 18:26:51,356 - Train: 60.84% [761050/1251000] [608.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.001019] [CE 4.509 (4.420)] [KD 4.349 (4.239)] 2024-10-14 18:26:59,090 - Train: 60.84% [761100/1251000] [608.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001019] [CE 4.182 (4.424)] [KD 4.104 (4.248)] 2024-10-14 18:27:06,806 - Train: 60.84% [761150/1251000] [608.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.001019] [CE 4.916 (4.494)] [KD 4.320 (4.308)] 2024-10-14 18:27:14,360 - Train: 60.85% [761200/1251000] [608.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.001019] [CE 4.685 (4.472)] [KD 4.409 (4.267)] 2024-10-14 18:27:22,009 - Train: 60.85% [761250/1251000] [608.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.001019] [CE 4.985 (4.508)] [KD 4.612 (4.212)] 2024-10-14 18:27:29,641 - Train: 60.86% [761300/1251000] [608.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001018] [CE 4.751 (4.433)] [KD 4.384 (4.230)] 2024-10-14 18:27:37,522 - Train: 60.86% [761350/1251000] [608.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.002] [optim_t 0.146] [lr 0.001018] [CE 4.570 (4.427)] [KD 4.511 (4.172)] 2024-10-14 18:27:45,110 - Train: 60.86% [761400/1251000] [608.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.001018] [CE 4.876 (4.447)] [KD 4.412 (4.207)] 2024-10-14 18:27:52,800 - Train: 60.87% [761450/1251000] [608.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001018] [CE 4.400 (4.494)] [KD 4.300 (4.322)] 2024-10-14 18:28:00,706 - Train: 60.87% [761500/1251000] [608.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.001018] [CE 4.987 (4.452)] [KD 4.362 (4.266)] 2024-10-14 18:28:08,386 - Train: 60.88% [761550/1251000] [608.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.001017] [CE 4.633 (4.451)] [KD 4.121 (4.232)] 2024-10-14 18:28:16,062 - Train: 60.88% [761600/1251000] [608.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.001017] [CE 4.672 (4.564)] [KD 4.405 (4.290)] 2024-10-14 18:28:23,749 - Train: 60.88% [761650/1251000] [608.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.001017] [CE 4.425 (4.414)] [KD 4.282 (4.243)] 2024-10-14 18:28:31,271 - Train: 60.89% [761700/1251000] [608.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.001017] [CE 4.317 (4.422)] [KD 3.936 (4.256)] 2024-10-14 18:28:39,003 - Train: 60.89% [761750/1251000] [608.9/1000.0] [batch_t 0.292 (0.155)] [data_t 0.003] [optim_t 0.289] [lr 0.001017] [CE 4.673 (4.405)] [KD 4.484 (4.244)] 2024-10-14 18:28:46,934 - Train: 60.90% [761800/1251000] [609.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.001017] [CE 4.242 (4.484)] [KD 3.963 (4.250)] 2024-10-14 18:28:54,648 - Train: 60.90% [761850/1251000] [609.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.006] [optim_t 0.138] [lr 0.001016] [CE 4.945 (4.483)] [KD 4.455 (4.251)] 2024-10-14 18:29:01,946 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.112)] [top1_cnt 35153] [top5_cnt 44851] [top_all 50000] 2024-10-14 18:29:01,947 - net: 70.306 (89.702) 2024-10-14 18:29:07,914 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37435] [top5_cnt 46096] [top_all 50000] 2024-10-14 18:29:07,914 - net_E: 74.870 (92.192) 2024-10-14 18:29:08,045 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.908 (epoch: 608)] 2024-10-14 18:29:08,045 - ==> Total time: 1 day, 4:26:51 Eta: 18:15:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:29:16,437 - Train: 60.90% [761900/1251000] [609.0/1000.0] [batch_t 0.146 (0.164)] [data_t 0.004] [optim_t 0.141] [lr 0.001016] [CE 3.925 (4.382)] [KD 4.047 (4.198)] 2024-10-14 18:29:23,984 - Train: 60.91% [761950/1251000] [609.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.001016] [CE 4.278 (4.476)] [KD 4.120 (4.230)] 2024-10-14 18:29:31,566 - Train: 60.91% [762000/1251000] [609.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.001016] [CE 4.183 (4.527)] [KD 4.276 (4.261)] 2024-10-14 18:29:39,401 - Train: 60.92% [762050/1251000] [609.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.002] [optim_t 0.149] [lr 0.001016] [CE 4.652 (4.526)] [KD 4.644 (4.281)] 2024-10-14 18:29:46,986 - Train: 60.92% [762100/1251000] [609.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.001016] [CE 4.191 (4.446)] [KD 3.960 (4.259)] 2024-10-14 18:29:54,710 - Train: 60.92% [762150/1251000] [609.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.001015] [CE 4.625 (4.441)] [KD 4.524 (4.296)] 2024-10-14 18:30:02,884 - Train: 60.93% [762200/1251000] [609.3/1000.0] [batch_t 0.151 (0.163)] [data_t 0.004] [optim_t 0.147] [lr 0.001015] [CE 4.566 (4.437)] [KD 4.244 (4.211)] 2024-10-14 18:30:10,599 - Train: 60.93% [762250/1251000] [609.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.001015] [CE 3.771 (4.499)] [KD 4.155 (4.254)] 2024-10-14 18:30:18,216 - Train: 60.94% [762300/1251000] [609.4/1000.0] [batch_t 0.162 (0.152)] [data_t 0.004] [optim_t 0.158] [lr 0.001015] [CE 4.569 (4.467)] [KD 4.270 (4.216)] 2024-10-14 18:30:25,914 - Train: 60.94% [762350/1251000] [609.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.001015] [CE 4.341 (4.412)] [KD 4.239 (4.216)] 2024-10-14 18:30:33,511 - Train: 60.94% [762400/1251000] [609.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001014] [CE 4.264 (4.466)] [KD 3.987 (4.204)] 2024-10-14 18:30:41,372 - Train: 60.95% [762450/1251000] [609.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.001014] [CE 4.061 (4.423)] [KD 4.192 (4.251)] 2024-10-14 18:30:48,980 - Train: 60.95% [762500/1251000] [609.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.001014] [CE 4.628 (4.491)] [KD 4.470 (4.287)] 2024-10-14 18:30:56,737 - Train: 60.96% [762550/1251000] [609.6/1000.0] [batch_t 0.159 (0.155)] [data_t 0.006] [optim_t 0.153] [lr 0.001014] [CE 4.444 (4.454)] [KD 4.173 (4.246)] 2024-10-14 18:31:04,855 - Train: 60.96% [762600/1251000] [609.6/1000.0] [batch_t 0.152 (0.162)] [data_t 0.005] [optim_t 0.147] [lr 0.001014] [CE 3.887 (4.477)] [KD 3.844 (4.255)] 2024-10-14 18:31:12,720 - Train: 60.96% [762650/1251000] [609.6/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.001014] [CE 4.313 (4.490)] [KD 4.093 (4.256)] 2024-10-14 18:31:20,352 - Train: 60.97% [762700/1251000] [609.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001013] [CE 3.783 (4.394)] [KD 3.819 (4.184)] 2024-10-14 18:31:28,061 - Train: 60.97% [762750/1251000] [609.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.001013] [CE 4.771 (4.454)] [KD 4.265 (4.250)] 2024-10-14 18:31:35,682 - Train: 60.98% [762800/1251000] [609.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.001013] [CE 4.394 (4.510)] [KD 4.186 (4.257)] 2024-10-14 18:31:43,375 - Train: 60.98% [762850/1251000] [609.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.001013] [CE 4.513 (4.519)] [KD 4.231 (4.283)] 2024-10-14 18:31:51,289 - Train: 60.98% [762900/1251000] [609.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.001013] [CE 5.150 (4.497)] [KD 4.447 (4.232)] 2024-10-14 18:31:58,894 - Train: 60.99% [762950/1251000] [609.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001013] [CE 3.694 (4.394)] [KD 3.748 (4.203)] 2024-10-14 18:32:06,765 - Train: 60.99% [763000/1251000] [609.9/1000.0] [batch_t 0.286 (0.157)] [data_t 0.005] [optim_t 0.282] [lr 0.001012] [CE 4.486 (4.422)] [KD 4.125 (4.189)] 2024-10-14 18:32:14,655 - Train: 61.00% [763050/1251000] [610.0/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.001012] [CE 4.896 (4.399)] [KD 4.399 (4.178)] 2024-10-14 18:32:22,250 - Train: 61.00% [763100/1251000] [610.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.001012] [CE 4.668 (4.479)] [KD 4.400 (4.256)] 2024-10-14 18:32:29,463 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 35246] [top5_cnt 44999] [top_all 50000] 2024-10-14 18:32:29,464 - net: 70.492 (89.998) 2024-10-14 18:32:35,284 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37452] [top5_cnt 46103] [top_all 50000] 2024-10-14 18:32:35,285 - net_E: 74.904 (92.206) 2024-10-14 18:32:35,416 - Max [top1: 70.694 (epoch: 589)] [top1-ema: 74.908 (epoch: 608)] 2024-10-14 18:32:35,416 - ==> Total time: 1 day, 4:30:18 Eta: 18:13:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:32:43,783 - Train: 61.00% [763150/1251000] [610.0/1000.0] [batch_t 0.153 (0.167)] [data_t 0.005] [optim_t 0.148] [lr 0.001012] [CE 4.447 (4.495)] [KD 4.053 (4.220)] 2024-10-14 18:32:51,571 - Train: 61.01% [763200/1251000] [610.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.001012] [CE 4.419 (4.480)] [KD 4.400 (4.267)] 2024-10-14 18:32:59,388 - Train: 61.01% [763250/1251000] [610.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.001011] [CE 4.691 (4.479)] [KD 4.370 (4.269)] 2024-10-14 18:33:07,114 - Train: 61.02% [763300/1251000] [610.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.001011] [CE 4.265 (4.515)] [KD 4.167 (4.287)] 2024-10-14 18:33:14,872 - Train: 61.02% [763350/1251000] [610.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.001011] [CE 4.779 (4.356)] [KD 4.194 (4.172)] 2024-10-14 18:33:22,458 - Train: 61.02% [763400/1251000] [610.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.001011] [CE 4.296 (4.365)] [KD 4.199 (4.148)] 2024-10-14 18:33:30,314 - Train: 61.03% [763450/1251000] [610.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.001011] [CE 4.452 (4.403)] [KD 4.350 (4.163)] 2024-10-14 18:33:37,868 - Train: 61.03% [763500/1251000] [610.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.001011] [CE 4.679 (4.459)] [KD 4.255 (4.195)] 2024-10-14 18:33:45,655 - Train: 61.04% [763550/1251000] [610.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.001010] [CE 4.725 (4.550)] [KD 4.290 (4.272)] 2024-10-14 18:33:53,479 - Train: 61.04% [763600/1251000] [610.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.001010] [CE 4.474 (4.461)] [KD 4.571 (4.194)] 2024-10-14 18:34:01,015 - Train: 61.04% [763650/1251000] [610.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.001010] [CE 4.408 (4.467)] [KD 4.325 (4.207)] 2024-10-14 18:34:08,633 - Train: 61.05% [763700/1251000] [610.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.001010] [CE 4.721 (4.479)] [KD 4.251 (4.256)] 2024-10-14 18:34:16,476 - Train: 61.05% [763750/1251000] [610.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.001010] [CE 4.603 (4.454)] [KD 4.242 (4.228)] 2024-10-14 18:34:24,256 - Train: 61.06% [763800/1251000] [610.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.001010] [CE 4.329 (4.428)] [KD 4.083 (4.161)] 2024-10-14 18:34:31,995 - Train: 61.06% [763850/1251000] [610.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.001009] [CE 4.381 (4.384)] [KD 4.447 (4.134)] 2024-10-14 18:34:39,758 - Train: 61.06% [763900/1251000] [610.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.001009] [CE 4.910 (4.476)] [KD 4.480 (4.232)] 2024-10-14 18:34:47,380 - Train: 61.07% [763950/1251000] [610.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.001009] [CE 4.137 (4.461)] [KD 3.919 (4.267)] 2024-10-14 18:34:55,142 - Train: 61.07% [764000/1251000] [610.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.001009] [CE 3.968 (4.463)] [KD 4.037 (4.210)] 2024-10-14 18:35:02,872 - Train: 61.08% [764050/1251000] [610.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.001009] [CE 4.568 (4.513)] [KD 4.460 (4.225)] 2024-10-14 18:35:10,802 - Train: 61.08% [764100/1251000] [610.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.001009] [CE 4.547 (4.491)] [KD 4.097 (4.248)] 2024-10-14 18:35:18,564 - Train: 61.08% [764150/1251000] [610.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.001008] [CE 4.847 (4.514)] [KD 4.107 (4.247)] 2024-10-14 18:35:26,206 - Train: 61.09% [764200/1251000] [610.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001008] [CE 4.345 (4.461)] [KD 4.179 (4.284)] 2024-10-14 18:35:33,802 - Train: 61.09% [764250/1251000] [610.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001008] [CE 4.313 (4.431)] [KD 4.200 (4.192)] 2024-10-14 18:35:41,718 - Train: 61.10% [764300/1251000] [611.0/1000.0] [batch_t 0.161 (0.158)] [data_t 0.004] [optim_t 0.157] [lr 0.001008] [CE 4.193 (4.469)] [KD 4.187 (4.248)] 2024-10-14 18:35:49,337 - Train: 61.10% [764350/1251000] [611.0/1000.0] [batch_t 0.142 (0.152)] [data_t 0.004] [optim_t 0.138] [lr 0.001008] [CE 4.773 (4.446)] [KD 4.464 (4.217)] 2024-10-14 18:35:56,679 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 35370] [top5_cnt 44949] [top_all 50000] 2024-10-14 18:35:56,679 - net: 70.740 (89.898) 2024-10-14 18:36:02,521 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37433] [top5_cnt 46109] [top_all 50000] 2024-10-14 18:36:02,522 - net_E: 74.866 (92.218) 2024-10-14 18:36:02,676 - Max [top1: 70.740 (epoch: 611)] [top1-ema: 74.908 (epoch: 608)] 2024-10-14 18:36:02,676 - ==> Total time: 1 day, 4:33:45 Eta: 18:11:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:36:19,263 - Train: 61.10% [764400/1251000] [611.0/1000.0] [batch_t 0.150 (0.177)] [data_t 0.005] [optim_t 0.145] [lr 0.001007] [CE 4.447 (4.317)] [KD 4.165 (4.117)] 2024-10-14 18:36:26,832 - Train: 61.11% [764450/1251000] [611.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.001007] [CE 4.325 (4.381)] [KD 4.216 (4.204)] 2024-10-14 18:36:34,371 - Train: 61.11% [764500/1251000] [611.1/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.001007] [CE 4.759 (4.454)] [KD 4.303 (4.240)] 2024-10-14 18:36:42,079 - Train: 61.12% [764550/1251000] [611.2/1000.0] [batch_t 0.160 (0.154)] [data_t 0.005] [optim_t 0.155] [lr 0.001007] [CE 4.898 (4.470)] [KD 4.348 (4.203)] 2024-10-14 18:36:49,938 - Train: 61.12% [764600/1251000] [611.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.006] [optim_t 0.147] [lr 0.001007] [CE 4.478 (4.465)] [KD 4.100 (4.240)] 2024-10-14 18:36:57,639 - Train: 61.12% [764650/1251000] [611.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.001007] [CE 4.444 (4.486)] [KD 4.141 (4.295)] 2024-10-14 18:37:05,465 - Train: 61.13% [764700/1251000] [611.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.001006] [CE 3.915 (4.403)] [KD 4.063 (4.250)] 2024-10-14 18:37:13,212 - Train: 61.13% [764750/1251000] [611.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.001006] [CE 4.320 (4.454)] [KD 4.180 (4.180)] 2024-10-14 18:37:21,180 - Train: 61.14% [764800/1251000] [611.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.001006] [CE 4.418 (4.453)] [KD 4.326 (4.229)] 2024-10-14 18:37:28,915 - Train: 61.14% [764850/1251000] [611.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.001006] [CE 4.569 (4.364)] [KD 4.023 (4.178)] 2024-10-14 18:37:36,442 - Train: 61.14% [764900/1251000] [611.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.001006] [CE 4.100 (4.414)] [KD 3.818 (4.229)] 2024-10-14 18:37:43,964 - Train: 61.15% [764950/1251000] [611.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.001006] [CE 4.891 (4.483)] [KD 4.620 (4.250)] 2024-10-14 18:37:51,621 - Train: 61.15% [765000/1251000] [611.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.001005] [CE 4.112 (4.436)] [KD 3.853 (4.179)] 2024-10-14 18:37:59,312 - Train: 61.16% [765050/1251000] [611.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.001005] [CE 4.748 (4.507)] [KD 4.184 (4.222)] 2024-10-14 18:38:06,855 - Train: 61.16% [765100/1251000] [611.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.001005] [CE 4.774 (4.480)] [KD 4.285 (4.255)] 2024-10-14 18:38:14,714 - Train: 61.16% [765150/1251000] [611.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.001005] [CE 4.125 (4.397)] [KD 4.008 (4.185)] 2024-10-14 18:38:22,284 - Train: 61.17% [765200/1251000] [611.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.001005] [CE 3.925 (4.448)] [KD 4.086 (4.247)] 2024-10-14 18:38:30,303 - Train: 61.17% [765250/1251000] [611.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.001004] [CE 4.596 (4.455)] [KD 4.213 (4.248)] 2024-10-14 18:38:37,858 - Train: 61.18% [765300/1251000] [611.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.001004] [CE 4.206 (4.477)] [KD 4.342 (4.247)] 2024-10-14 18:38:45,433 - Train: 61.18% [765350/1251000] [611.8/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.001004] [CE 4.497 (4.355)] [KD 4.237 (4.193)] 2024-10-14 18:38:53,037 - Train: 61.18% [765400/1251000] [611.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.001004] [CE 4.303 (4.511)] [KD 4.136 (4.241)] 2024-10-14 18:39:00,692 - Train: 61.19% [765450/1251000] [611.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001004] [CE 4.428 (4.509)] [KD 4.560 (4.214)] 2024-10-14 18:39:08,454 - Train: 61.19% [765500/1251000] [611.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.001004] [CE 4.491 (4.490)] [KD 4.252 (4.290)] 2024-10-14 18:39:16,321 - Train: 61.20% [765550/1251000] [612.0/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.001003] [CE 4.508 (4.457)] [KD 4.435 (4.248)] 2024-10-14 18:39:24,095 - Train: 61.20% [765600/1251000] [612.0/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.001003] [CE 4.295 (4.454)] [KD 4.108 (4.179)] 2024-10-14 18:39:31,565 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35017] [top5_cnt 44807] [top_all 50000] 2024-10-14 18:39:31,565 - net: 70.034 (89.614) 2024-10-14 18:39:37,443 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37444] [top5_cnt 46121] [top_all 50000] 2024-10-14 18:39:37,443 - net_E: 74.888 (92.242) 2024-10-14 18:39:37,595 - Max [top1: 70.740 (epoch: 611)] [top1-ema: 74.908 (epoch: 608)] 2024-10-14 18:39:37,595 - ==> Total time: 1 day, 4:37:20 Eta: 18:08:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:39:45,656 - Train: 61.20% [765650/1251000] [612.0/1000.0] [batch_t 0.151 (0.168)] [data_t 0.003] [optim_t 0.148] [lr 0.001003] [CE 3.950 (4.435)] [KD 3.836 (4.214)] 2024-10-14 18:39:53,182 - Train: 61.21% [765700/1251000] [612.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.001003] [CE 4.393 (4.383)] [KD 4.441 (4.189)] 2024-10-14 18:40:00,702 - Train: 61.21% [765750/1251000] [612.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.001003] [CE 4.200 (4.496)] [KD 3.973 (4.241)] 2024-10-14 18:40:08,443 - Train: 61.22% [765800/1251000] [612.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.001003] [CE 4.097 (4.457)] [KD 4.222 (4.185)] 2024-10-14 18:40:16,121 - Train: 61.22% [765850/1251000] [612.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.001002] [CE 4.492 (4.492)] [KD 4.430 (4.220)] 2024-10-14 18:40:24,121 - Train: 61.22% [765900/1251000] [612.2/1000.0] [batch_t 0.153 (0.160)] [data_t 0.005] [optim_t 0.149] [lr 0.001002] [CE 4.513 (4.403)] [KD 4.383 (4.213)] 2024-10-14 18:40:31,806 - Train: 61.23% [765950/1251000] [612.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.001002] [CE 4.164 (4.480)] [KD 4.228 (4.177)] 2024-10-14 18:40:39,550 - Train: 61.23% [766000/1251000] [612.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.001002] [CE 5.019 (4.415)] [KD 4.470 (4.180)] 2024-10-14 18:40:47,213 - Train: 61.24% [766050/1251000] [612.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001002] [CE 4.550 (4.508)] [KD 4.129 (4.246)] 2024-10-14 18:40:54,857 - Train: 61.24% [766100/1251000] [612.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.001002] [CE 4.410 (4.456)] [KD 4.061 (4.218)] 2024-10-14 18:41:02,517 - Train: 61.24% [766150/1251000] [612.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001001] [CE 4.126 (4.445)] [KD 4.278 (4.247)] 2024-10-14 18:41:10,104 - Train: 61.25% [766200/1251000] [612.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.001001] [CE 4.772 (4.445)] [KD 4.105 (4.216)] 2024-10-14 18:41:17,849 - Train: 61.25% [766250/1251000] [612.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.001001] [CE 4.695 (4.399)] [KD 4.440 (4.186)] 2024-10-14 18:41:25,368 - Train: 61.25% [766300/1251000] [612.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.001001] [CE 4.158 (4.425)] [KD 4.000 (4.199)] 2024-10-14 18:41:33,269 - Train: 61.26% [766350/1251000] [612.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.001001] [CE 4.731 (4.511)] [KD 4.260 (4.245)] 2024-10-14 18:41:40,976 - Train: 61.26% [766400/1251000] [612.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.001000] [CE 4.770 (4.403)] [KD 4.185 (4.185)] 2024-10-14 18:41:48,615 - Train: 61.27% [766450/1251000] [612.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.001000] [CE 4.401 (4.493)] [KD 4.092 (4.255)] 2024-10-14 18:41:56,256 - Train: 61.27% [766500/1251000] [612.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.001000] [CE 4.321 (4.385)] [KD 3.832 (4.124)] 2024-10-14 18:42:04,065 - Train: 61.27% [766550/1251000] [612.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.001000] [CE 4.023 (4.426)] [KD 4.388 (4.211)] 2024-10-14 18:42:11,668 - Train: 61.28% [766600/1251000] [612.8/1000.0] [batch_t 0.161 (0.152)] [data_t 0.005] [optim_t 0.156] [lr 0.001000] [CE 4.244 (4.447)] [KD 4.162 (4.209)] 2024-10-14 18:42:19,328 - Train: 61.28% [766650/1251000] [612.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.001000] [CE 4.501 (4.380)] [KD 4.101 (4.121)] 2024-10-14 18:42:26,956 - Train: 61.29% [766700/1251000] [612.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000999] [CE 4.763 (4.462)] [KD 4.492 (4.240)] 2024-10-14 18:42:34,823 - Train: 61.29% [766750/1251000] [612.9/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000999] [CE 4.265 (4.472)] [KD 3.920 (4.234)] 2024-10-14 18:42:42,346 - Train: 61.29% [766800/1251000] [612.9/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000999] [CE 4.178 (4.416)] [KD 3.860 (4.179)] 2024-10-14 18:42:49,969 - Train: 61.30% [766850/1251000] [613.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000999] [CE 4.594 (4.445)] [KD 4.384 (4.235)] 2024-10-14 18:42:57,542 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35478] [top5_cnt 44977] [top_all 50000] 2024-10-14 18:42:57,543 - net: 70.956 (89.954) 2024-10-14 18:43:03,294 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37445] [top5_cnt 46092] [top_all 50000] 2024-10-14 18:43:03,294 - net_E: 74.890 (92.184) 2024-10-14 18:43:03,429 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 74.908 (epoch: 608)] 2024-10-14 18:43:03,430 - ==> Total time: 1 day, 4:40:46 Eta: 18:06:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:43:17,598 - Train: 61.30% [766900/1251000] [613.0/1000.0] [batch_t 0.296 (0.172)] [data_t 0.004] [optim_t 0.291] [lr 0.000999] [CE 4.222 (4.354)] [KD 4.185 (4.132)] 2024-10-14 18:43:25,368 - Train: 61.31% [766950/1251000] [613.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000999] [CE 4.572 (4.396)] [KD 4.237 (4.163)] 2024-10-14 18:43:32,991 - Train: 61.31% [767000/1251000] [613.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000998] [CE 4.501 (4.423)] [KD 4.034 (4.175)] 2024-10-14 18:43:40,732 - Train: 61.31% [767050/1251000] [613.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000998] [CE 3.841 (4.486)] [KD 3.989 (4.188)] 2024-10-14 18:43:48,306 - Train: 61.32% [767100/1251000] [613.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000998] [CE 3.790 (4.383)] [KD 3.628 (4.152)] 2024-10-14 18:43:56,058 - Train: 61.32% [767150/1251000] [613.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000998] [CE 4.296 (4.495)] [KD 4.318 (4.243)] 2024-10-14 18:44:03,994 - Train: 61.33% [767200/1251000] [613.3/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000998] [CE 4.704 (4.525)] [KD 4.346 (4.302)] 2024-10-14 18:44:11,807 - Train: 61.33% [767250/1251000] [613.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000997] [CE 4.485 (4.437)] [KD 4.217 (4.202)] 2024-10-14 18:44:19,606 - Train: 61.33% [767300/1251000] [613.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000997] [CE 4.368 (4.438)] [KD 3.975 (4.179)] 2024-10-14 18:44:27,381 - Train: 61.34% [767350/1251000] [613.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000997] [CE 4.271 (4.325)] [KD 4.237 (4.128)] 2024-10-14 18:44:35,071 - Train: 61.34% [767400/1251000] [613.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000997] [CE 4.816 (4.500)] [KD 4.625 (4.246)] 2024-10-14 18:44:42,679 - Train: 61.35% [767450/1251000] [613.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000997] [CE 5.129 (4.378)] [KD 4.544 (4.155)] 2024-10-14 18:44:50,521 - Train: 61.35% [767500/1251000] [613.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000997] [CE 4.846 (4.427)] [KD 4.237 (4.246)] 2024-10-14 18:44:58,214 - Train: 61.35% [767550/1251000] [613.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000996] [CE 4.041 (4.469)] [KD 3.938 (4.228)] 2024-10-14 18:45:05,972 - Train: 61.36% [767600/1251000] [613.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000996] [CE 4.253 (4.488)] [KD 4.182 (4.269)] 2024-10-14 18:45:13,619 - Train: 61.36% [767650/1251000] [613.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000996] [CE 4.342 (4.452)] [KD 4.258 (4.234)] 2024-10-14 18:45:21,332 - Train: 61.37% [767700/1251000] [613.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000996] [CE 4.284 (4.455)] [KD 4.177 (4.239)] 2024-10-14 18:45:29,195 - Train: 61.37% [767750/1251000] [613.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000996] [CE 4.699 (4.430)] [KD 4.607 (4.215)] 2024-10-14 18:45:36,948 - Train: 61.37% [767800/1251000] [613.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000996] [CE 4.597 (4.410)] [KD 4.514 (4.204)] 2024-10-14 18:45:44,583 - Train: 61.38% [767850/1251000] [613.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000995] [CE 4.544 (4.476)] [KD 4.265 (4.245)] 2024-10-14 18:45:52,327 - Train: 61.38% [767900/1251000] [613.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000995] [CE 4.102 (4.495)] [KD 4.106 (4.286)] 2024-10-14 18:45:59,984 - Train: 61.39% [767950/1251000] [613.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000995] [CE 4.221 (4.378)] [KD 3.891 (4.252)] 2024-10-14 18:46:07,756 - Train: 61.39% [768000/1251000] [613.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000995] [CE 4.258 (4.429)] [KD 4.031 (4.169)] 2024-10-14 18:46:15,600 - Train: 61.39% [768050/1251000] [613.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000995] [CE 4.553 (4.377)] [KD 4.217 (4.148)] 2024-10-14 18:46:23,274 - Train: 61.40% [768100/1251000] [614.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.002] [optim_t 0.146] [lr 0.000995] [CE 4.576 (4.429)] [KD 4.405 (4.194)] 2024-10-14 18:46:31,089 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35441] [top5_cnt 45056] [top_all 50000] 2024-10-14 18:46:31,090 - net: 70.882 (90.112) 2024-10-14 18:46:37,019 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37480] [top5_cnt 46096] [top_all 50000] 2024-10-14 18:46:37,020 - net_E: 74.960 (92.192) 2024-10-14 18:46:37,169 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 74.960 (epoch: 614)] 2024-10-14 18:46:37,169 - ==> Total time: 1 day, 4:44:20 Eta: 18:04:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:46:49,267 - Train: 61.40% [768150/1251000] [614.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.004] [optim_t 0.148] [lr 0.000994] [CE 4.253 (4.500)] [KD 4.014 (4.220)] 2024-10-14 18:46:57,141 - Train: 61.41% [768200/1251000] [614.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000994] [CE 3.708 (4.416)] [KD 3.885 (4.192)] 2024-10-14 18:47:04,948 - Train: 61.41% [768250/1251000] [614.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000994] [CE 4.444 (4.492)] [KD 3.976 (4.181)] 2024-10-14 18:47:12,560 - Train: 61.41% [768300/1251000] [614.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000994] [CE 4.425 (4.398)] [KD 4.065 (4.120)] 2024-10-14 18:47:20,380 - Train: 61.42% [768350/1251000] [614.2/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000994] [CE 4.321 (4.420)] [KD 3.940 (4.130)] 2024-10-14 18:47:28,133 - Train: 61.42% [768400/1251000] [614.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000993] [CE 4.587 (4.431)] [KD 4.440 (4.194)] 2024-10-14 18:47:35,902 - Train: 61.43% [768450/1251000] [614.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000993] [CE 4.208 (4.431)] [KD 4.104 (4.202)] 2024-10-14 18:47:43,571 - Train: 61.43% [768500/1251000] [614.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000993] [CE 4.424 (4.420)] [KD 4.236 (4.207)] 2024-10-14 18:47:51,473 - Train: 61.43% [768550/1251000] [614.3/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000993] [CE 4.774 (4.499)] [KD 4.248 (4.237)] 2024-10-14 18:47:59,392 - Train: 61.44% [768600/1251000] [614.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000993] [CE 4.177 (4.407)] [KD 4.115 (4.188)] 2024-10-14 18:48:07,041 - Train: 61.44% [768650/1251000] [614.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000993] [CE 4.314 (4.429)] [KD 4.083 (4.159)] 2024-10-14 18:48:14,685 - Train: 61.45% [768700/1251000] [614.5/1000.0] [batch_t 0.160 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.000992] [CE 5.020 (4.470)] [KD 4.426 (4.196)] 2024-10-14 18:48:22,451 - Train: 61.45% [768750/1251000] [614.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000992] [CE 4.308 (4.470)] [KD 3.970 (4.231)] 2024-10-14 18:48:30,206 - Train: 61.45% [768800/1251000] [614.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000992] [CE 4.734 (4.429)] [KD 4.369 (4.155)] 2024-10-14 18:48:37,946 - Train: 61.46% [768850/1251000] [614.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000992] [CE 4.145 (4.455)] [KD 4.125 (4.211)] 2024-10-14 18:48:45,592 - Train: 61.46% [768900/1251000] [614.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000992] [CE 4.310 (4.474)] [KD 4.122 (4.274)] 2024-10-14 18:48:53,521 - Train: 61.47% [768950/1251000] [614.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000992] [CE 4.489 (4.397)] [KD 4.294 (4.230)] 2024-10-14 18:49:01,358 - Train: 61.47% [769000/1251000] [614.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000991] [CE 4.493 (4.384)] [KD 4.378 (4.216)] 2024-10-14 18:49:09,286 - Train: 61.47% [769050/1251000] [614.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000991] [CE 4.527 (4.470)] [KD 4.073 (4.227)] 2024-10-14 18:49:16,955 - Train: 61.48% [769100/1251000] [614.8/1000.0] [batch_t 0.162 (0.153)] [data_t 0.005] [optim_t 0.157] [lr 0.000991] [CE 3.921 (4.394)] [KD 4.013 (4.164)] 2024-10-14 18:49:24,585 - Train: 61.48% [769150/1251000] [614.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000991] [CE 3.995 (4.393)] [KD 4.111 (4.143)] 2024-10-14 18:49:32,485 - Train: 61.49% [769200/1251000] [614.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000991] [CE 4.826 (4.399)] [KD 4.447 (4.139)] 2024-10-14 18:49:40,277 - Train: 61.49% [769250/1251000] [614.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000990] [CE 4.181 (4.486)] [KD 3.952 (4.184)] 2024-10-14 18:49:47,981 - Train: 61.49% [769300/1251000] [614.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000990] [CE 4.364 (4.471)] [KD 4.002 (4.244)] 2024-10-14 18:49:55,852 - Train: 61.50% [769350/1251000] [615.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.010] [optim_t 0.143] [lr 0.000990] [CE 4.223 (4.488)] [KD 4.030 (4.240)] 2024-10-14 18:50:03,931 - Test (net): 100.00% [50/50] [batch_t 0.026 (0.108)] [top1_cnt 35307] [top5_cnt 44862] [top_all 50000] 2024-10-14 18:50:03,932 - net: 70.614 (89.724) 2024-10-14 18:50:09,780 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37468] [top5_cnt 46129] [top_all 50000] 2024-10-14 18:50:09,780 - net_E: 74.936 (92.258) 2024-10-14 18:50:09,928 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 74.960 (epoch: 614)] 2024-10-14 18:50:09,929 - ==> Total time: 1 day, 4:47:53 Eta: 18:01:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:50:21,470 - Train: 61.50% [769400/1251000] [615.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.004] [optim_t 0.147] [lr 0.000990] [CE 4.791 (4.484)] [KD 4.310 (4.151)] 2024-10-14 18:50:29,139 - Train: 61.51% [769450/1251000] [615.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000990] [CE 4.194 (4.392)] [KD 4.204 (4.159)] 2024-10-14 18:50:36,819 - Train: 61.51% [769500/1251000] [615.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000990] [CE 4.656 (4.483)] [KD 4.331 (4.257)] 2024-10-14 18:50:44,387 - Train: 61.51% [769550/1251000] [615.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000989] [CE 4.883 (4.481)] [KD 4.597 (4.215)] 2024-10-14 18:50:51,992 - Train: 61.52% [769600/1251000] [615.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000989] [CE 4.126 (4.419)] [KD 4.197 (4.210)] 2024-10-14 18:50:59,622 - Train: 61.52% [769650/1251000] [615.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000989] [CE 4.358 (4.485)] [KD 4.248 (4.218)] 2024-10-14 18:51:07,924 - Train: 61.53% [769700/1251000] [615.3/1000.0] [batch_t 0.155 (0.166)] [data_t 0.006] [optim_t 0.149] [lr 0.000989] [CE 4.729 (4.422)] [KD 4.210 (4.180)] 2024-10-14 18:51:15,558 - Train: 61.53% [769750/1251000] [615.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000989] [CE 4.755 (4.435)] [KD 4.073 (4.184)] 2024-10-14 18:51:23,400 - Train: 61.53% [769800/1251000] [615.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000989] [CE 4.573 (4.440)] [KD 4.320 (4.240)] 2024-10-14 18:51:31,015 - Train: 61.54% [769850/1251000] [615.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000988] [CE 4.641 (4.444)] [KD 4.388 (4.203)] 2024-10-14 18:51:38,632 - Train: 61.54% [769900/1251000] [615.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000988] [CE 3.977 (4.461)] [KD 4.076 (4.243)] 2024-10-14 18:51:46,273 - Train: 61.55% [769950/1251000] [615.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000988] [CE 5.217 (4.431)] [KD 4.625 (4.213)] 2024-10-14 18:51:53,979 - Train: 61.55% [770000/1251000] [615.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000988] [CE 4.754 (4.505)] [KD 4.310 (4.237)] 2024-10-14 18:52:01,501 - Train: 61.55% [770050/1251000] [615.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.006] [optim_t 0.149] [lr 0.000988] [CE 4.090 (4.488)] [KD 4.169 (4.260)] 2024-10-14 18:52:09,410 - Train: 61.56% [770100/1251000] [615.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000988] [CE 4.334 (4.373)] [KD 4.247 (4.173)] 2024-10-14 18:52:17,067 - Train: 61.56% [770150/1251000] [615.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000987] [CE 4.342 (4.431)] [KD 4.202 (4.185)] 2024-10-14 18:52:24,848 - Train: 61.57% [770200/1251000] [615.7/1000.0] [batch_t 0.287 (0.156)] [data_t 0.005] [optim_t 0.282] [lr 0.000987] [CE 4.633 (4.480)] [KD 4.382 (4.190)] 2024-10-14 18:52:32,429 - Train: 61.57% [770250/1251000] [615.7/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000987] [CE 4.391 (4.412)] [KD 4.246 (4.184)] 2024-10-14 18:52:39,974 - Train: 61.57% [770300/1251000] [615.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000987] [CE 4.880 (4.600)] [KD 4.375 (4.281)] 2024-10-14 18:52:47,669 - Train: 61.58% [770350/1251000] [615.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000987] [CE 4.444 (4.457)] [KD 4.334 (4.210)] 2024-10-14 18:52:55,211 - Train: 61.58% [770400/1251000] [615.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000986] [CE 4.377 (4.526)] [KD 3.744 (4.248)] 2024-10-14 18:53:02,879 - Train: 61.59% [770450/1251000] [615.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000986] [CE 4.670 (4.490)] [KD 4.410 (4.247)] 2024-10-14 18:53:10,432 - Train: 61.59% [770500/1251000] [615.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000986] [CE 4.402 (4.438)] [KD 4.224 (4.215)] 2024-10-14 18:53:18,342 - Train: 61.59% [770550/1251000] [615.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000986] [CE 4.290 (4.462)] [KD 4.010 (4.191)] 2024-10-14 18:53:26,057 - Train: 61.60% [770600/1251000] [616.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000986] [CE 4.513 (4.441)] [KD 4.275 (4.187)] 2024-10-14 18:53:34,140 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35182] [top5_cnt 44864] [top_all 50000] 2024-10-14 18:53:34,140 - net: 70.364 (89.728) 2024-10-14 18:53:40,184 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 37491] [top5_cnt 46113] [top_all 50000] 2024-10-14 18:53:40,185 - net_E: 74.982 (92.226) 2024-10-14 18:53:40,361 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 74.982 (epoch: 616)] 2024-10-14 18:53:40,362 - ==> Total time: 1 day, 4:51:23 Eta: 17:59:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:53:52,723 - Train: 61.60% [770650/1251000] [616.0/1000.0] [batch_t 0.149 (0.170)] [data_t 0.005] [optim_t 0.145] [lr 0.000986] [CE 4.613 (4.429)] [KD 4.131 (4.165)] 2024-10-14 18:54:00,339 - Train: 61.61% [770700/1251000] [616.1/1000.0] [batch_t 0.166 (0.152)] [data_t 0.004] [optim_t 0.161] [lr 0.000985] [CE 4.462 (4.481)] [KD 4.249 (4.237)] 2024-10-14 18:54:08,184 - Train: 61.61% [770750/1251000] [616.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000985] [CE 4.897 (4.460)] [KD 4.475 (4.166)] 2024-10-14 18:54:15,956 - Train: 61.61% [770800/1251000] [616.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000985] [CE 4.727 (4.428)] [KD 4.473 (4.207)] 2024-10-14 18:54:23,667 - Train: 61.62% [770850/1251000] [616.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000985] [CE 4.328 (4.491)] [KD 4.330 (4.271)] 2024-10-14 18:54:31,233 - Train: 61.62% [770900/1251000] [616.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000985] [CE 4.559 (4.447)] [KD 4.385 (4.236)] 2024-10-14 18:54:39,213 - Train: 61.63% [770950/1251000] [616.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.000985] [CE 4.444 (4.422)] [KD 4.243 (4.172)] 2024-10-14 18:54:46,973 - Train: 61.63% [771000/1251000] [616.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000984] [CE 4.280 (4.468)] [KD 4.033 (4.160)] 2024-10-14 18:54:54,738 - Train: 61.63% [771050/1251000] [616.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000984] [CE 4.424 (4.419)] [KD 4.123 (4.191)] 2024-10-14 18:55:02,322 - Train: 61.64% [771100/1251000] [616.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000984] [CE 4.728 (4.537)] [KD 4.274 (4.263)] 2024-10-14 18:55:10,277 - Train: 61.64% [771150/1251000] [616.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000984] [CE 4.253 (4.418)] [KD 3.877 (4.144)] 2024-10-14 18:55:18,135 - Train: 61.65% [771200/1251000] [616.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000984] [CE 4.774 (4.434)] [KD 4.296 (4.217)] 2024-10-14 18:55:25,784 - Train: 61.65% [771250/1251000] [616.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000984] [CE 4.828 (4.390)] [KD 4.424 (4.151)] 2024-10-14 18:55:33,412 - Train: 61.65% [771300/1251000] [616.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000983] [CE 4.748 (4.448)] [KD 4.452 (4.207)] 2024-10-14 18:55:41,336 - Train: 61.66% [771350/1251000] [616.6/1000.0] [batch_t 0.155 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.000983] [CE 4.653 (4.473)] [KD 4.167 (4.155)] 2024-10-14 18:55:49,121 - Train: 61.66% [771400/1251000] [616.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000983] [CE 4.757 (4.395)] [KD 4.311 (4.153)] 2024-10-14 18:55:56,821 - Train: 61.67% [771450/1251000] [616.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000983] [CE 4.170 (4.371)] [KD 4.220 (4.152)] 2024-10-14 18:56:04,685 - Train: 61.67% [771500/1251000] [616.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000983] [CE 4.039 (4.492)] [KD 3.930 (4.178)] 2024-10-14 18:56:12,406 - Train: 61.67% [771550/1251000] [616.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000982] [CE 4.603 (4.404)] [KD 4.307 (4.123)] 2024-10-14 18:56:20,013 - Train: 61.68% [771600/1251000] [616.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000982] [CE 4.033 (4.402)] [KD 3.953 (4.191)] 2024-10-14 18:56:27,754 - Train: 61.68% [771650/1251000] [616.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000982] [CE 4.014 (4.434)] [KD 4.212 (4.186)] 2024-10-14 18:56:35,332 - Train: 61.69% [771700/1251000] [616.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000982] [CE 4.551 (4.455)] [KD 4.258 (4.208)] 2024-10-14 18:56:43,051 - Train: 61.69% [771750/1251000] [616.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000982] [CE 4.216 (4.422)] [KD 4.043 (4.195)] 2024-10-14 18:56:51,260 - Train: 61.69% [771800/1251000] [616.9/1000.0] [batch_t 0.149 (0.164)] [data_t 0.004] [optim_t 0.146] [lr 0.000982] [CE 4.457 (4.463)] [KD 4.195 (4.234)] 2024-10-14 18:56:58,857 - Train: 61.70% [771850/1251000] [617.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000981] [CE 4.550 (4.389)] [KD 4.202 (4.159)] 2024-10-14 18:57:07,180 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 34856] [top5_cnt 44617] [top_all 50000] 2024-10-14 18:57:07,180 - net: 69.712 (89.234) 2024-10-14 18:57:13,321 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.110)] [top1_cnt 37463] [top5_cnt 46121] [top_all 50000] 2024-10-14 18:57:13,321 - net_E: 74.926 (92.242) 2024-10-14 18:57:13,469 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 74.982 (epoch: 616)] 2024-10-14 18:57:13,469 - ==> Total time: 1 day, 4:54:56 Eta: 17:56:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 18:57:20,556 - Train: 61.70% [771900/1251000] [617.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.005] [optim_t 0.146] [lr 0.000981] [CE 4.767 (4.439)] [KD 4.189 (4.199)] 2024-10-14 18:57:28,258 - Train: 61.71% [771950/1251000] [617.1/1000.0] [batch_t 0.306 (0.154)] [data_t 0.004] [optim_t 0.303] [lr 0.000981] [CE 4.514 (4.389)] [KD 4.179 (4.101)] 2024-10-14 18:57:35,907 - Train: 61.71% [772000/1251000] [617.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000981] [CE 4.145 (4.474)] [KD 4.076 (4.238)] 2024-10-14 18:57:43,577 - Train: 61.71% [772050/1251000] [617.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000981] [CE 3.703 (4.492)] [KD 3.872 (4.245)] 2024-10-14 18:57:51,316 - Train: 61.72% [772100/1251000] [617.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000981] [CE 4.296 (4.528)] [KD 4.221 (4.264)] 2024-10-14 18:57:59,131 - Train: 61.72% [772150/1251000] [617.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000980] [CE 4.181 (4.551)] [KD 4.302 (4.284)] 2024-10-14 18:58:07,032 - Train: 61.73% [772200/1251000] [617.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000980] [CE 4.291 (4.409)] [KD 4.084 (4.186)] 2024-10-14 18:58:14,607 - Train: 61.73% [772250/1251000] [617.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000980] [CE 4.305 (4.464)] [KD 3.942 (4.182)] 2024-10-14 18:58:22,279 - Train: 61.73% [772300/1251000] [617.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000980] [CE 4.181 (4.463)] [KD 3.868 (4.176)] 2024-10-14 18:58:29,894 - Train: 61.74% [772350/1251000] [617.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000980] [CE 4.066 (4.443)] [KD 3.935 (4.166)] 2024-10-14 18:58:37,587 - Train: 61.74% [772400/1251000] [617.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000980] [CE 4.664 (4.494)] [KD 4.308 (4.229)] 2024-10-14 18:58:45,174 - Train: 61.75% [772450/1251000] [617.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000979] [CE 3.833 (4.403)] [KD 3.923 (4.208)] 2024-10-14 18:58:52,748 - Train: 61.75% [772500/1251000] [617.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000979] [CE 4.635 (4.491)] [KD 4.279 (4.254)] 2024-10-14 18:59:00,541 - Train: 61.75% [772550/1251000] [617.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000979] [CE 4.424 (4.371)] [KD 4.301 (4.203)] 2024-10-14 18:59:08,385 - Train: 61.76% [772600/1251000] [617.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000979] [CE 4.483 (4.373)] [KD 4.078 (4.172)] 2024-10-14 18:59:16,358 - Train: 61.76% [772650/1251000] [617.6/1000.0] [batch_t 0.160 (0.159)] [data_t 0.003] [optim_t 0.156] [lr 0.000979] [CE 4.170 (4.472)] [KD 4.070 (4.214)] 2024-10-14 18:59:24,036 - Train: 61.77% [772700/1251000] [617.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000978] [CE 4.795 (4.443)] [KD 4.463 (4.205)] 2024-10-14 18:59:31,669 - Train: 61.77% [772750/1251000] [617.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.002] [optim_t 0.149] [lr 0.000978] [CE 4.478 (4.366)] [KD 4.261 (4.187)] 2024-10-14 18:59:39,495 - Train: 61.77% [772800/1251000] [617.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000978] [CE 4.156 (4.421)] [KD 4.101 (4.230)] 2024-10-14 18:59:47,252 - Train: 61.78% [772850/1251000] [617.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000978] [CE 4.372 (4.450)] [KD 4.187 (4.211)] 2024-10-14 18:59:54,793 - Train: 61.78% [772900/1251000] [617.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000978] [CE 4.670 (4.416)] [KD 4.262 (4.188)] 2024-10-14 19:00:02,611 - Train: 61.79% [772950/1251000] [617.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000978] [CE 4.444 (4.441)] [KD 4.504 (4.218)] 2024-10-14 19:00:10,316 - Train: 61.79% [773000/1251000] [617.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000977] [CE 4.681 (4.522)] [KD 4.478 (4.243)] 2024-10-14 19:00:18,100 - Train: 61.79% [773050/1251000] [617.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000977] [CE 4.472 (4.397)] [KD 4.188 (4.178)] 2024-10-14 19:00:25,806 - Train: 61.80% [773100/1251000] [618.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000977] [CE 5.118 (4.470)] [KD 4.803 (4.245)] 2024-10-14 19:00:34,376 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.111)] [top1_cnt 35436] [top5_cnt 44958] [top_all 50000] 2024-10-14 19:00:34,377 - net: 70.872 (89.916) 2024-10-14 19:00:40,318 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37489] [top5_cnt 46126] [top_all 50000] 2024-10-14 19:00:40,318 - net_E: 74.978 (92.252) 2024-10-14 19:00:40,476 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 74.982 (epoch: 616)] 2024-10-14 19:00:40,476 - ==> Total time: 1 day, 4:58:23 Eta: 17:54:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:00:47,577 - Train: 61.80% [773150/1251000] [618.0/1000.0] [batch_t 0.159 (0.165)] [data_t 0.004] [optim_t 0.154] [lr 0.000977] [CE 3.945 (4.380)] [KD 4.005 (4.113)] 2024-10-14 19:00:55,192 - Train: 61.81% [773200/1251000] [618.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000977] [CE 4.331 (4.453)] [KD 4.198 (4.167)] 2024-10-14 19:01:03,100 - Train: 61.81% [773250/1251000] [618.1/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000977] [CE 4.174 (4.402)] [KD 4.070 (4.152)] 2024-10-14 19:01:10,981 - Train: 61.81% [773300/1251000] [618.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000976] [CE 3.653 (4.466)] [KD 3.825 (4.232)] 2024-10-14 19:01:18,683 - Train: 61.82% [773350/1251000] [618.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000976] [CE 4.207 (4.485)] [KD 4.139 (4.204)] 2024-10-14 19:01:26,364 - Train: 61.82% [773400/1251000] [618.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000976] [CE 4.276 (4.428)] [KD 4.088 (4.175)] 2024-10-14 19:01:34,050 - Train: 61.83% [773450/1251000] [618.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000976] [CE 4.739 (4.481)] [KD 4.312 (4.210)] 2024-10-14 19:01:41,733 - Train: 61.83% [773500/1251000] [618.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000976] [CE 4.687 (4.390)] [KD 4.328 (4.158)] 2024-10-14 19:01:49,279 - Train: 61.83% [773550/1251000] [618.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000976] [CE 3.884 (4.419)] [KD 3.999 (4.151)] 2024-10-14 19:01:56,957 - Train: 61.84% [773600/1251000] [618.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000975] [CE 4.385 (4.446)] [KD 3.995 (4.209)] 2024-10-14 19:02:04,773 - Train: 61.84% [773650/1251000] [618.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000975] [CE 4.146 (4.380)] [KD 4.053 (4.216)] 2024-10-14 19:02:12,452 - Train: 61.85% [773700/1251000] [618.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000975] [CE 4.354 (4.439)] [KD 4.161 (4.167)] 2024-10-14 19:02:19,998 - Train: 61.85% [773750/1251000] [618.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000975] [CE 4.685 (4.503)] [KD 4.213 (4.164)] 2024-10-14 19:02:27,821 - Train: 61.85% [773800/1251000] [618.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000975] [CE 4.747 (4.406)] [KD 4.478 (4.124)] 2024-10-14 19:02:35,525 - Train: 61.86% [773850/1251000] [618.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000974] [CE 4.536 (4.442)] [KD 4.014 (4.156)] 2024-10-14 19:02:43,247 - Train: 61.86% [773900/1251000] [618.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000974] [CE 3.868 (4.349)] [KD 3.792 (4.130)] 2024-10-14 19:02:50,829 - Train: 61.87% [773950/1251000] [618.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000974] [CE 4.399 (4.381)] [KD 4.436 (4.181)] 2024-10-14 19:02:58,491 - Train: 61.87% [774000/1251000] [618.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000974] [CE 4.410 (4.419)] [KD 4.443 (4.214)] 2024-10-14 19:03:06,078 - Train: 61.87% [774050/1251000] [618.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000974] [CE 4.477 (4.432)] [KD 4.061 (4.127)] 2024-10-14 19:03:14,012 - Train: 61.88% [774100/1251000] [618.8/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000974] [CE 4.189 (4.332)] [KD 3.991 (4.133)] 2024-10-14 19:03:21,621 - Train: 61.88% [774150/1251000] [618.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.002] [optim_t 0.149] [lr 0.000973] [CE 4.600 (4.438)] [KD 4.215 (4.220)] 2024-10-14 19:03:29,290 - Train: 61.89% [774200/1251000] [618.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000973] [CE 4.513 (4.468)] [KD 4.261 (4.204)] 2024-10-14 19:03:36,947 - Train: 61.89% [774250/1251000] [618.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000973] [CE 3.958 (4.409)] [KD 4.125 (4.154)] 2024-10-14 19:03:44,488 - Train: 61.89% [774300/1251000] [618.9/1000.0] [batch_t 0.160 (0.151)] [data_t 0.003] [optim_t 0.157] [lr 0.000973] [CE 4.233 (4.439)] [KD 4.095 (4.215)] 2024-10-14 19:03:52,151 - Train: 61.90% [774350/1251000] [619.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000973] [CE 4.586 (4.425)] [KD 3.983 (4.153)] 2024-10-14 19:04:00,542 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 35170] [top5_cnt 44862] [top_all 50000] 2024-10-14 19:04:00,543 - net: 70.340 (89.724) 2024-10-14 19:04:06,495 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37513] [top5_cnt 46086] [top_all 50000] 2024-10-14 19:04:06,495 - net_E: 75.026 (92.172) 2024-10-14 19:04:06,613 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.026 (epoch: 619)] 2024-10-14 19:04:06,613 - ==> Total time: 1 day, 5:01:49 Eta: 17:52:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:04:17,410 - Train: 61.90% [774400/1251000] [619.0/1000.0] [batch_t 0.152 (0.173)] [data_t 0.004] [optim_t 0.148] [lr 0.000973] [CE 4.858 (4.538)] [KD 4.472 (4.244)] 2024-10-14 19:04:25,099 - Train: 61.91% [774450/1251000] [619.1/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000972] [CE 4.638 (4.419)] [KD 4.471 (4.176)] 2024-10-14 19:04:32,925 - Train: 61.91% [774500/1251000] [619.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000972] [CE 4.598 (4.393)] [KD 4.373 (4.146)] 2024-10-14 19:04:40,598 - Train: 61.91% [774550/1251000] [619.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000972] [CE 4.609 (4.500)] [KD 4.276 (4.206)] 2024-10-14 19:04:48,331 - Train: 61.92% [774600/1251000] [619.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000972] [CE 4.289 (4.432)] [KD 4.270 (4.152)] 2024-10-14 19:04:55,887 - Train: 61.92% [774650/1251000] [619.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000972] [CE 4.209 (4.415)] [KD 3.927 (4.148)] 2024-10-14 19:05:03,428 - Train: 61.93% [774700/1251000] [619.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000972] [CE 4.158 (4.438)] [KD 3.878 (4.154)] 2024-10-14 19:05:11,425 - Train: 61.93% [774750/1251000] [619.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000971] [CE 4.746 (4.430)] [KD 4.194 (4.163)] 2024-10-14 19:05:19,040 - Train: 61.93% [774800/1251000] [619.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000971] [CE 4.924 (4.461)] [KD 4.451 (4.175)] 2024-10-14 19:05:26,937 - Train: 61.94% [774850/1251000] [619.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000971] [CE 4.244 (4.515)] [KD 4.021 (4.207)] 2024-10-14 19:05:34,520 - Train: 61.94% [774900/1251000] [619.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000971] [CE 4.741 (4.398)] [KD 4.441 (4.185)] 2024-10-14 19:05:42,258 - Train: 61.95% [774950/1251000] [619.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000971] [CE 3.974 (4.468)] [KD 3.815 (4.173)] 2024-10-14 19:05:50,008 - Train: 61.95% [775000/1251000] [619.5/1000.0] [batch_t 0.159 (0.155)] [data_t 0.002] [optim_t 0.156] [lr 0.000970] [CE 4.679 (4.416)] [KD 4.419 (4.184)] 2024-10-14 19:05:58,136 - Train: 61.95% [775050/1251000] [619.5/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.000970] [CE 4.501 (4.441)] [KD 4.172 (4.195)] 2024-10-14 19:06:05,852 - Train: 61.96% [775100/1251000] [619.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000970] [CE 4.653 (4.448)] [KD 4.421 (4.233)] 2024-10-14 19:06:13,695 - Train: 61.96% [775150/1251000] [619.6/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000970] [CE 4.457 (4.473)] [KD 4.474 (4.253)] 2024-10-14 19:06:21,248 - Train: 61.97% [775200/1251000] [619.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000970] [CE 5.193 (4.531)] [KD 4.355 (4.246)] 2024-10-14 19:06:29,095 - Train: 61.97% [775250/1251000] [619.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000970] [CE 4.588 (4.468)] [KD 4.281 (4.202)] 2024-10-14 19:06:36,776 - Train: 61.97% [775300/1251000] [619.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000969] [CE 4.295 (4.469)] [KD 4.275 (4.166)] 2024-10-14 19:06:44,528 - Train: 61.98% [775350/1251000] [619.8/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000969] [CE 4.722 (4.428)] [KD 4.404 (4.172)] 2024-10-14 19:06:52,266 - Train: 61.98% [775400/1251000] [619.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000969] [CE 4.143 (4.400)] [KD 4.041 (4.171)] 2024-10-14 19:07:00,094 - Train: 61.99% [775450/1251000] [619.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000969] [CE 4.692 (4.417)] [KD 4.295 (4.207)] 2024-10-14 19:07:07,832 - Train: 61.99% [775500/1251000] [619.9/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000969] [CE 4.238 (4.435)] [KD 4.037 (4.165)] 2024-10-14 19:07:15,382 - Train: 61.99% [775550/1251000] [619.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000969] [CE 4.223 (4.477)] [KD 4.073 (4.231)] 2024-10-14 19:07:23,181 - Train: 62.00% [775600/1251000] [620.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000968] [CE 4.443 (4.422)] [KD 4.141 (4.246)] 2024-10-14 19:07:31,918 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35369] [top5_cnt 45041] [top_all 50000] 2024-10-14 19:07:31,919 - net: 70.738 (90.082) 2024-10-14 19:07:37,900 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37513] [top5_cnt 46143] [top_all 50000] 2024-10-14 19:07:37,900 - net_E: 75.026 (92.286) 2024-10-14 19:07:38,051 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.026 (epoch: 619)] 2024-10-14 19:07:38,051 - ==> Total time: 1 day, 5:05:21 Eta: 17:49:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:07:45,117 - Train: 62.00% [775650/1251000] [620.0/1000.0] [batch_t 0.150 (0.170)] [data_t 0.003] [optim_t 0.147] [lr 0.000968] [CE 4.466 (4.380)] [KD 4.139 (4.168)] 2024-10-14 19:07:52,790 - Train: 62.01% [775700/1251000] [620.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000968] [CE 3.708 (4.312)] [KD 4.028 (4.120)] 2024-10-14 19:08:00,520 - Train: 62.01% [775750/1251000] [620.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000968] [CE 4.836 (4.438)] [KD 4.316 (4.182)] 2024-10-14 19:08:08,140 - Train: 62.01% [775800/1251000] [620.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000968] [CE 3.962 (4.418)] [KD 3.653 (4.128)] 2024-10-14 19:08:15,784 - Train: 62.02% [775850/1251000] [620.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000968] [CE 4.627 (4.434)] [KD 4.260 (4.162)] 2024-10-14 19:08:23,794 - Train: 62.02% [775900/1251000] [620.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000967] [CE 4.670 (4.432)] [KD 4.295 (4.177)] 2024-10-14 19:08:31,537 - Train: 62.03% [775950/1251000] [620.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000967] [CE 4.525 (4.371)] [KD 4.393 (4.145)] 2024-10-14 19:08:39,168 - Train: 62.03% [776000/1251000] [620.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000967] [CE 4.073 (4.458)] [KD 3.946 (4.160)] 2024-10-14 19:08:46,738 - Train: 62.03% [776050/1251000] [620.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000967] [CE 4.927 (4.452)] [KD 4.310 (4.134)] 2024-10-14 19:08:54,627 - Train: 62.04% [776100/1251000] [620.4/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.000967] [CE 4.733 (4.429)] [KD 4.408 (4.147)] 2024-10-14 19:09:02,337 - Train: 62.04% [776150/1251000] [620.4/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.000967] [CE 4.179 (4.513)] [KD 4.132 (4.165)] 2024-10-14 19:09:10,320 - Train: 62.05% [776200/1251000] [620.5/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000966] [CE 3.624 (4.420)] [KD 3.537 (4.161)] 2024-10-14 19:09:17,900 - Train: 62.05% [776250/1251000] [620.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000966] [CE 4.646 (4.399)] [KD 4.119 (4.153)] 2024-10-14 19:09:25,578 - Train: 62.05% [776300/1251000] [620.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000966] [CE 4.684 (4.438)] [KD 4.091 (4.108)] 2024-10-14 19:09:33,278 - Train: 62.06% [776350/1251000] [620.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000966] [CE 4.196 (4.437)] [KD 3.951 (4.176)] 2024-10-14 19:09:40,868 - Train: 62.06% [776400/1251000] [620.6/1000.0] [batch_t 0.161 (0.152)] [data_t 0.003] [optim_t 0.158] [lr 0.000966] [CE 4.716 (4.457)] [KD 4.432 (4.149)] 2024-10-14 19:09:48,514 - Train: 62.07% [776450/1251000] [620.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000965] [CE 4.437 (4.446)] [KD 4.153 (4.205)] 2024-10-14 19:09:56,424 - Train: 62.07% [776500/1251000] [620.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000965] [CE 4.833 (4.480)] [KD 4.392 (4.254)] 2024-10-14 19:10:04,167 - Train: 62.07% [776550/1251000] [620.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000965] [CE 4.850 (4.391)] [KD 4.387 (4.120)] 2024-10-14 19:10:11,844 - Train: 62.08% [776600/1251000] [620.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000965] [CE 4.357 (4.411)] [KD 4.034 (4.194)] 2024-10-14 19:10:19,560 - Train: 62.08% [776650/1251000] [620.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000965] [CE 4.520 (4.536)] [KD 4.110 (4.215)] 2024-10-14 19:10:27,181 - Train: 62.09% [776700/1251000] [620.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000965] [CE 4.521 (4.373)] [KD 4.283 (4.126)] 2024-10-14 19:10:35,169 - Train: 62.09% [776750/1251000] [620.9/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000964] [CE 4.542 (4.434)] [KD 4.140 (4.188)] 2024-10-14 19:10:42,842 - Train: 62.09% [776800/1251000] [620.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000964] [CE 4.493 (4.406)] [KD 4.080 (4.184)] 2024-10-14 19:10:50,426 - Train: 62.10% [776850/1251000] [621.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000964] [CE 4.672 (4.440)] [KD 4.063 (4.184)] 2024-10-14 19:10:59,283 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 34610] [top5_cnt 44506] [top_all 50000] 2024-10-14 19:10:59,283 - net: 69.220 (89.012) 2024-10-14 19:11:05,096 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37543] [top5_cnt 46149] [top_all 50000] 2024-10-14 19:11:05,097 - net_E: 75.086 (92.298) 2024-10-14 19:11:05,236 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:11:05,237 - ==> Total time: 1 day, 5:08:48 Eta: 17:47:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:11:18,927 - Train: 62.10% [776900/1251000] [621.0/1000.0] [batch_t 0.152 (0.173)] [data_t 0.003] [optim_t 0.149] [lr 0.000964] [CE 4.218 (4.474)] [KD 3.971 (4.135)] 2024-10-14 19:11:26,520 - Train: 62.11% [776950/1251000] [621.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000964] [CE 4.291 (4.430)] [KD 4.082 (4.173)] 2024-10-14 19:11:34,567 - Train: 62.11% [777000/1251000] [621.1/1000.0] [batch_t 0.148 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.000964] [CE 4.757 (4.398)] [KD 4.555 (4.153)] 2024-10-14 19:11:42,255 - Train: 62.11% [777050/1251000] [621.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000963] [CE 4.750 (4.413)] [KD 3.961 (4.122)] 2024-10-14 19:11:49,910 - Train: 62.12% [777100/1251000] [621.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000963] [CE 4.460 (4.420)] [KD 4.212 (4.157)] 2024-10-14 19:11:57,607 - Train: 62.12% [777150/1251000] [621.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000963] [CE 4.712 (4.471)] [KD 4.146 (4.217)] 2024-10-14 19:12:05,299 - Train: 62.13% [777200/1251000] [621.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000963] [CE 4.699 (4.461)] [KD 4.280 (4.193)] 2024-10-14 19:12:12,960 - Train: 62.13% [777250/1251000] [621.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000963] [CE 4.263 (4.387)] [KD 3.860 (4.116)] 2024-10-14 19:12:20,764 - Train: 62.13% [777300/1251000] [621.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000963] [CE 4.557 (4.483)] [KD 4.260 (4.183)] 2024-10-14 19:12:28,535 - Train: 62.14% [777350/1251000] [621.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000962] [CE 4.139 (4.443)] [KD 3.908 (4.144)] 2024-10-14 19:12:36,181 - Train: 62.14% [777400/1251000] [621.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000962] [CE 4.888 (4.411)] [KD 4.383 (4.161)] 2024-10-14 19:12:43,839 - Train: 62.15% [777450/1251000] [621.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000962] [CE 4.566 (4.463)] [KD 4.237 (4.186)] 2024-10-14 19:12:51,550 - Train: 62.15% [777500/1251000] [621.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000962] [CE 4.216 (4.436)] [KD 4.075 (4.197)] 2024-10-14 19:12:59,337 - Train: 62.15% [777550/1251000] [621.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000962] [CE 4.402 (4.457)] [KD 4.204 (4.168)] 2024-10-14 19:13:06,910 - Train: 62.16% [777600/1251000] [621.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000961] [CE 4.432 (4.453)] [KD 4.421 (4.210)] 2024-10-14 19:13:14,613 - Train: 62.16% [777650/1251000] [621.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000961] [CE 4.645 (4.501)] [KD 4.216 (4.179)] 2024-10-14 19:13:22,438 - Train: 62.17% [777700/1251000] [621.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000961] [CE 4.202 (4.421)] [KD 3.968 (4.221)] 2024-10-14 19:13:30,124 - Train: 62.17% [777750/1251000] [621.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000961] [CE 4.635 (4.369)] [KD 4.282 (4.170)] 2024-10-14 19:13:37,701 - Train: 62.17% [777800/1251000] [621.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000961] [CE 4.677 (4.404)] [KD 4.179 (4.156)] 2024-10-14 19:13:45,625 - Train: 62.18% [777850/1251000] [621.8/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000961] [CE 4.392 (4.428)] [KD 3.935 (4.207)] 2024-10-14 19:13:53,270 - Train: 62.18% [777900/1251000] [621.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000960] [CE 4.606 (4.432)] [KD 4.335 (4.222)] 2024-10-14 19:14:00,979 - Train: 62.19% [777950/1251000] [621.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000960] [CE 4.129 (4.367)] [KD 4.157 (4.107)] 2024-10-14 19:14:08,611 - Train: 62.19% [778000/1251000] [621.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000960] [CE 4.837 (4.536)] [KD 4.326 (4.220)] 2024-10-14 19:14:16,320 - Train: 62.19% [778050/1251000] [621.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000960] [CE 4.267 (4.503)] [KD 4.346 (4.264)] 2024-10-14 19:14:23,968 - Train: 62.20% [778100/1251000] [622.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000960] [CE 4.407 (4.394)] [KD 4.370 (4.142)] 2024-10-14 19:14:32,925 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35470] [top5_cnt 45014] [top_all 50000] 2024-10-14 19:14:32,926 - net: 70.940 (90.028) 2024-10-14 19:14:38,784 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37490] [top5_cnt 46161] [top_all 50000] 2024-10-14 19:14:38,785 - net_E: 74.980 (92.322) 2024-10-14 19:14:38,962 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:14:38,962 - ==> Total time: 1 day, 5:12:22 Eta: 17:44:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:14:45,472 - Train: 62.20% [778150/1251000] [622.0/1000.0] [batch_t 0.150 (0.178)] [data_t 0.005] [optim_t 0.146] [lr 0.000960] [CE 4.561 (4.422)] [KD 4.519 (4.091)] 2024-10-14 19:14:53,144 - Train: 62.21% [778200/1251000] [622.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000959] [CE 4.386 (4.456)] [KD 4.129 (4.159)] 2024-10-14 19:15:00,891 - Train: 62.21% [778250/1251000] [622.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000959] [CE 4.699 (4.412)] [KD 4.312 (4.131)] 2024-10-14 19:15:08,717 - Train: 62.21% [778300/1251000] [622.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.000959] [CE 4.100 (4.451)] [KD 4.173 (4.207)] 2024-10-14 19:15:16,567 - Train: 62.22% [778350/1251000] [622.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000959] [CE 4.246 (4.356)] [KD 3.948 (4.117)] 2024-10-14 19:15:24,359 - Train: 62.22% [778400/1251000] [622.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000959] [CE 4.522 (4.394)] [KD 4.131 (4.159)] 2024-10-14 19:15:32,092 - Train: 62.23% [778450/1251000] [622.3/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000959] [CE 3.983 (4.495)] [KD 3.948 (4.199)] 2024-10-14 19:15:39,784 - Train: 62.23% [778500/1251000] [622.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000958] [CE 4.489 (4.352)] [KD 4.120 (4.106)] 2024-10-14 19:15:47,471 - Train: 62.23% [778550/1251000] [622.3/1000.0] [batch_t 0.281 (0.154)] [data_t 0.003] [optim_t 0.278] [lr 0.000958] [CE 4.287 (4.493)] [KD 4.221 (4.178)] 2024-10-14 19:15:55,028 - Train: 62.24% [778600/1251000] [622.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000958] [CE 4.803 (4.493)] [KD 4.184 (4.154)] 2024-10-14 19:16:02,968 - Train: 62.24% [778650/1251000] [622.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000958] [CE 4.561 (4.479)] [KD 4.299 (4.141)] 2024-10-14 19:16:10,755 - Train: 62.25% [778700/1251000] [622.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000958] [CE 4.256 (4.426)] [KD 4.038 (4.157)] 2024-10-14 19:16:18,486 - Train: 62.25% [778750/1251000] [622.5/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000958] [CE 4.569 (4.412)] [KD 4.222 (4.159)] 2024-10-14 19:16:26,253 - Train: 62.25% [778800/1251000] [622.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.000957] [CE 4.665 (4.442)] [KD 4.527 (4.187)] 2024-10-14 19:16:34,001 - Train: 62.26% [778850/1251000] [622.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000957] [CE 4.137 (4.390)] [KD 3.949 (4.159)] 2024-10-14 19:16:41,593 - Train: 62.26% [778900/1251000] [622.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000957] [CE 4.195 (4.385)] [KD 4.119 (4.143)] 2024-10-14 19:16:49,449 - Train: 62.27% [778950/1251000] [622.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000957] [CE 4.218 (4.446)] [KD 3.953 (4.167)] 2024-10-14 19:16:57,236 - Train: 62.27% [779000/1251000] [622.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000957] [CE 4.481 (4.465)] [KD 4.384 (4.173)] 2024-10-14 19:17:05,007 - Train: 62.27% [779050/1251000] [622.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000956] [CE 3.787 (4.398)] [KD 3.597 (4.157)] 2024-10-14 19:17:12,650 - Train: 62.28% [779100/1251000] [622.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000956] [CE 4.393 (4.405)] [KD 4.192 (4.157)] 2024-10-14 19:17:20,512 - Train: 62.28% [779150/1251000] [622.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000956] [CE 4.537 (4.553)] [KD 4.171 (4.235)] 2024-10-14 19:17:28,151 - Train: 62.29% [779200/1251000] [622.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000956] [CE 4.181 (4.473)] [KD 3.993 (4.220)] 2024-10-14 19:17:35,952 - Train: 62.29% [779250/1251000] [622.9/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000956] [CE 4.625 (4.434)] [KD 4.231 (4.230)] 2024-10-14 19:17:43,561 - Train: 62.29% [779300/1251000] [622.9/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000956] [CE 4.799 (4.426)] [KD 4.130 (4.172)] 2024-10-14 19:17:51,136 - Train: 62.30% [779350/1251000] [623.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000955] [CE 4.235 (4.466)] [KD 4.251 (4.206)] 2024-10-14 19:18:00,248 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 34375] [top5_cnt 44258] [top_all 50000] 2024-10-14 19:18:00,249 - net: 68.750 (88.516) 2024-10-14 19:18:06,201 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37539] [top5_cnt 46170] [top_all 50000] 2024-10-14 19:18:06,202 - net_E: 75.078 (92.340) 2024-10-14 19:18:06,573 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:18:06,574 - ==> Total time: 1 day, 5:15:49 Eta: 17:42:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:18:13,196 - Train: 62.30% [779400/1251000] [623.0/1000.0] [batch_t 0.153 (0.181)] [data_t 0.004] [optim_t 0.148] [lr 0.000955] [CE 3.939 (4.451)] [KD 4.132 (4.154)] 2024-10-14 19:18:21,196 - Train: 62.31% [779450/1251000] [623.1/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000955] [CE 4.478 (4.384)] [KD 4.088 (4.113)] 2024-10-14 19:18:28,967 - Train: 62.31% [779500/1251000] [623.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000955] [CE 4.279 (4.414)] [KD 4.266 (4.130)] 2024-10-14 19:18:36,744 - Train: 62.31% [779550/1251000] [623.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000955] [CE 4.310 (4.456)] [KD 4.213 (4.161)] 2024-10-14 19:18:44,410 - Train: 62.32% [779600/1251000] [623.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000955] [CE 4.500 (4.431)] [KD 4.138 (4.109)] 2024-10-14 19:18:51,990 - Train: 62.32% [779650/1251000] [623.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000954] [CE 4.444 (4.464)] [KD 4.125 (4.149)] 2024-10-14 19:18:59,810 - Train: 62.33% [779700/1251000] [623.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000954] [CE 4.386 (4.462)] [KD 4.025 (4.201)] 2024-10-14 19:19:07,506 - Train: 62.33% [779750/1251000] [623.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000954] [CE 4.557 (4.319)] [KD 4.211 (4.133)] 2024-10-14 19:19:15,217 - Train: 62.33% [779800/1251000] [623.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000954] [CE 4.959 (4.452)] [KD 4.649 (4.185)] 2024-10-14 19:19:23,081 - Train: 62.34% [779850/1251000] [623.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000954] [CE 4.312 (4.458)] [KD 4.357 (4.172)] 2024-10-14 19:19:30,867 - Train: 62.34% [779900/1251000] [623.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000954] [CE 4.461 (4.418)] [KD 4.017 (4.081)] 2024-10-14 19:19:38,464 - Train: 62.35% [779950/1251000] [623.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000953] [CE 4.104 (4.449)] [KD 3.964 (4.197)] 2024-10-14 19:19:46,203 - Train: 62.35% [780000/1251000] [623.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000953] [CE 4.442 (4.474)] [KD 4.204 (4.156)] 2024-10-14 19:19:53,905 - Train: 62.35% [780050/1251000] [623.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000953] [CE 4.549 (4.457)] [KD 4.061 (4.155)] 2024-10-14 19:20:01,606 - Train: 62.36% [780100/1251000] [623.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000953] [CE 4.678 (4.541)] [KD 4.584 (4.164)] 2024-10-14 19:20:09,419 - Train: 62.36% [780150/1251000] [623.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000953] [CE 4.575 (4.423)] [KD 3.828 (4.136)] 2024-10-14 19:20:17,064 - Train: 62.37% [780200/1251000] [623.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000952] [CE 4.029 (4.514)] [KD 3.933 (4.166)] 2024-10-14 19:20:24,770 - Train: 62.37% [780250/1251000] [623.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000952] [CE 4.944 (4.445)] [KD 4.405 (4.231)] 2024-10-14 19:20:32,860 - Train: 62.37% [780300/1251000] [623.7/1000.0] [batch_t 0.153 (0.162)] [data_t 0.004] [optim_t 0.149] [lr 0.000952] [CE 4.332 (4.461)] [KD 3.918 (4.216)] 2024-10-14 19:20:40,419 - Train: 62.38% [780350/1251000] [623.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000952] [CE 4.464 (4.372)] [KD 4.159 (4.159)] 2024-10-14 19:20:48,155 - Train: 62.38% [780400/1251000] [623.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.005] [optim_t 0.141] [lr 0.000952] [CE 4.474 (4.432)] [KD 4.138 (4.188)] 2024-10-14 19:20:55,719 - Train: 62.39% [780450/1251000] [623.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000952] [CE 5.046 (4.464)] [KD 4.463 (4.223)] 2024-10-14 19:21:03,406 - Train: 62.39% [780500/1251000] [623.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000951] [CE 3.928 (4.417)] [KD 4.141 (4.177)] 2024-10-14 19:21:11,154 - Train: 62.39% [780550/1251000] [623.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000951] [CE 4.697 (4.412)] [KD 4.390 (4.141)] 2024-10-14 19:21:18,873 - Train: 62.40% [780600/1251000] [624.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000951] [CE 4.860 (4.467)] [KD 4.699 (4.189)] 2024-10-14 19:21:28,185 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35301] [top5_cnt 44930] [top_all 50000] 2024-10-14 19:21:28,186 - net: 70.602 (89.860) 2024-10-14 19:21:33,922 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37537] [top5_cnt 46163] [top_all 50000] 2024-10-14 19:21:33,923 - net_E: 75.074 (92.326) 2024-10-14 19:21:34,044 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:21:34,044 - ==> Total time: 1 day, 5:19:17 Eta: 17:40:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:21:42,254 - Train: 62.40% [780650/1251000] [624.0/1000.0] [batch_t 0.149 (0.174)] [data_t 0.004] [optim_t 0.146] [lr 0.000951] [CE 4.511 (4.416)] [KD 4.259 (4.212)] 2024-10-14 19:21:50,273 - Train: 62.41% [780700/1251000] [624.1/1000.0] [batch_t 0.158 (0.160)] [data_t 0.004] [optim_t 0.154] [lr 0.000951] [CE 5.057 (4.471)] [KD 4.792 (4.133)] 2024-10-14 19:21:58,122 - Train: 62.41% [780750/1251000] [624.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000951] [CE 4.511 (4.421)] [KD 4.115 (4.156)] 2024-10-14 19:22:05,721 - Train: 62.41% [780800/1251000] [624.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000950] [CE 4.043 (4.409)] [KD 4.065 (4.126)] 2024-10-14 19:22:13,529 - Train: 62.42% [780850/1251000] [624.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000950] [CE 4.381 (4.440)] [KD 4.086 (4.121)] 2024-10-14 19:22:21,213 - Train: 62.42% [780900/1251000] [624.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000950] [CE 4.317 (4.398)] [KD 4.237 (4.082)] 2024-10-14 19:22:28,915 - Train: 62.43% [780950/1251000] [624.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000950] [CE 4.247 (4.365)] [KD 3.749 (4.144)] 2024-10-14 19:22:36,512 - Train: 62.43% [781000/1251000] [624.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000950] [CE 3.978 (4.386)] [KD 3.786 (4.139)] 2024-10-14 19:22:44,133 - Train: 62.43% [781050/1251000] [624.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000950] [CE 4.268 (4.429)] [KD 3.940 (4.170)] 2024-10-14 19:22:51,734 - Train: 62.44% [781100/1251000] [624.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000949] [CE 4.790 (4.416)] [KD 3.930 (4.126)] 2024-10-14 19:22:59,938 - Train: 62.44% [781150/1251000] [624.4/1000.0] [batch_t 0.150 (0.164)] [data_t 0.004] [optim_t 0.146] [lr 0.000949] [CE 4.394 (4.402)] [KD 3.961 (4.130)] 2024-10-14 19:23:07,758 - Train: 62.45% [781200/1251000] [624.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000949] [CE 4.636 (4.486)] [KD 4.482 (4.167)] 2024-10-14 19:23:15,476 - Train: 62.45% [781250/1251000] [624.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000949] [CE 4.308 (4.453)] [KD 4.135 (4.133)] 2024-10-14 19:23:23,042 - Train: 62.45% [781300/1251000] [624.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000949] [CE 4.647 (4.468)] [KD 4.159 (4.207)] 2024-10-14 19:23:30,800 - Train: 62.46% [781350/1251000] [624.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000949] [CE 4.043 (4.445)] [KD 3.971 (4.172)] 2024-10-14 19:23:38,414 - Train: 62.46% [781400/1251000] [624.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000948] [CE 4.428 (4.484)] [KD 4.177 (4.167)] 2024-10-14 19:23:46,245 - Train: 62.47% [781450/1251000] [624.7/1000.0] [batch_t 0.168 (0.157)] [data_t 0.004] [optim_t 0.164] [lr 0.000948] [CE 4.708 (4.400)] [KD 4.203 (4.133)] 2024-10-14 19:23:54,013 - Train: 62.47% [781500/1251000] [624.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000948] [CE 4.750 (4.366)] [KD 4.261 (4.140)] 2024-10-14 19:24:01,825 - Train: 62.47% [781550/1251000] [624.7/1000.0] [batch_t 0.173 (0.156)] [data_t 0.004] [optim_t 0.169] [lr 0.000948] [CE 3.750 (4.392)] [KD 3.995 (4.118)] 2024-10-14 19:24:09,758 - Train: 62.48% [781600/1251000] [624.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000948] [CE 4.447 (4.345)] [KD 3.988 (4.089)] 2024-10-14 19:24:17,600 - Train: 62.48% [781650/1251000] [624.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000947] [CE 4.588 (4.469)] [KD 4.303 (4.183)] 2024-10-14 19:24:25,185 - Train: 62.49% [781700/1251000] [624.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000947] [CE 4.264 (4.466)] [KD 3.921 (4.209)] 2024-10-14 19:24:32,962 - Train: 62.49% [781750/1251000] [624.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000947] [CE 4.341 (4.525)] [KD 4.177 (4.233)] 2024-10-14 19:24:40,618 - Train: 62.49% [781800/1251000] [624.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000947] [CE 4.948 (4.473)] [KD 4.224 (4.187)] 2024-10-14 19:24:48,186 - Train: 62.50% [781850/1251000] [625.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000947] [CE 4.444 (4.445)] [KD 4.287 (4.205)] 2024-10-14 19:24:57,718 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35120] [top5_cnt 44777] [top_all 50000] 2024-10-14 19:24:57,719 - net: 70.240 (89.554) 2024-10-14 19:25:03,529 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37538] [top5_cnt 46142] [top_all 50000] 2024-10-14 19:25:03,529 - net_E: 75.076 (92.284) 2024-10-14 19:25:03,675 - Max [top1: 70.956 (epoch: 613)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:25:03,675 - ==> Total time: 1 day, 5:22:46 Eta: 17:37:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:25:10,418 - Train: 62.50% [781900/1251000] [625.0/1000.0] [batch_t 0.151 (0.173)] [data_t 0.004] [optim_t 0.147] [lr 0.000947] [CE 3.864 (4.409)] [KD 3.922 (4.160)] 2024-10-14 19:25:18,376 - Train: 62.51% [781950/1251000] [625.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000946] [CE 4.344 (4.484)] [KD 4.140 (4.206)] 2024-10-14 19:25:26,211 - Train: 62.51% [782000/1251000] [625.1/1000.0] [batch_t 0.288 (0.157)] [data_t 0.004] [optim_t 0.284] [lr 0.000946] [CE 4.587 (4.382)] [KD 4.141 (4.178)] 2024-10-14 19:25:33,910 - Train: 62.51% [782050/1251000] [625.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000946] [CE 4.074 (4.460)] [KD 3.784 (4.180)] 2024-10-14 19:25:41,495 - Train: 62.52% [782100/1251000] [625.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000946] [CE 4.405 (4.401)] [KD 4.131 (4.115)] 2024-10-14 19:25:49,411 - Train: 62.52% [782150/1251000] [625.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000946] [CE 4.596 (4.370)] [KD 4.320 (4.121)] 2024-10-14 19:25:57,010 - Train: 62.53% [782200/1251000] [625.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000946] [CE 4.638 (4.447)] [KD 4.265 (4.098)] 2024-10-14 19:26:04,832 - Train: 62.53% [782250/1251000] [625.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000945] [CE 4.655 (4.428)] [KD 4.433 (4.116)] 2024-10-14 19:26:12,647 - Train: 62.53% [782300/1251000] [625.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000945] [CE 4.479 (4.477)] [KD 3.842 (4.160)] 2024-10-14 19:26:20,388 - Train: 62.54% [782350/1251000] [625.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000945] [CE 4.692 (4.498)] [KD 4.477 (4.180)] 2024-10-14 19:26:28,038 - Train: 62.54% [782400/1251000] [625.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000945] [CE 4.100 (4.442)] [KD 4.200 (4.160)] 2024-10-14 19:26:35,920 - Train: 62.55% [782450/1251000] [625.5/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000945] [CE 4.765 (4.446)] [KD 4.317 (4.151)] 2024-10-14 19:26:43,611 - Train: 62.55% [782500/1251000] [625.5/1000.0] [batch_t 0.163 (0.154)] [data_t 0.004] [optim_t 0.159] [lr 0.000945] [CE 4.358 (4.518)] [KD 3.921 (4.202)] 2024-10-14 19:26:51,295 - Train: 62.55% [782550/1251000] [625.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000944] [CE 4.380 (4.438)] [KD 4.267 (4.190)] 2024-10-14 19:26:59,074 - Train: 62.56% [782600/1251000] [625.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000944] [CE 4.918 (4.445)] [KD 4.525 (4.204)] 2024-10-14 19:27:06,799 - Train: 62.56% [782650/1251000] [625.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.002] [optim_t 0.149] [lr 0.000944] [CE 4.209 (4.499)] [KD 3.990 (4.202)] 2024-10-14 19:27:14,531 - Train: 62.57% [782700/1251000] [625.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000944] [CE 4.401 (4.488)] [KD 4.136 (4.186)] 2024-10-14 19:27:22,155 - Train: 62.57% [782750/1251000] [625.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000944] [CE 4.440 (4.465)] [KD 4.249 (4.179)] 2024-10-14 19:27:30,127 - Train: 62.57% [782800/1251000] [625.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000944] [CE 4.370 (4.299)] [KD 4.159 (4.091)] 2024-10-14 19:27:37,876 - Train: 62.58% [782850/1251000] [625.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000943] [CE 4.584 (4.407)] [KD 3.921 (4.145)] 2024-10-14 19:27:45,830 - Train: 62.58% [782900/1251000] [625.8/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.149] [lr 0.000943] [CE 4.348 (4.420)] [KD 3.978 (4.147)] 2024-10-14 19:27:53,437 - Train: 62.59% [782950/1251000] [625.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000943] [CE 4.520 (4.504)] [KD 4.084 (4.191)] 2024-10-14 19:28:01,294 - Train: 62.59% [783000/1251000] [625.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000943] [CE 4.347 (4.438)] [KD 4.038 (4.163)] 2024-10-14 19:28:09,010 - Train: 62.59% [783050/1251000] [625.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000943] [CE 4.378 (4.480)] [KD 4.209 (4.150)] 2024-10-14 19:28:16,709 - Train: 62.60% [783100/1251000] [626.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000943] [CE 4.672 (4.414)] [KD 4.274 (4.112)] 2024-10-14 19:28:26,369 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35784] [top5_cnt 45215] [top_all 50000] 2024-10-14 19:28:26,370 - net: 71.568 (90.430) 2024-10-14 19:28:32,235 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37520] [top5_cnt 46127] [top_all 50000] 2024-10-14 19:28:32,235 - net_E: 75.040 (92.254) 2024-10-14 19:28:32,389 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:28:32,389 - ==> Total time: 1 day, 5:26:15 Eta: 17:35:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:28:43,412 - Train: 62.60% [783150/1251000] [626.0/1000.0] [batch_t 0.161 (0.184)] [data_t 0.004] [optim_t 0.157] [lr 0.000942] [CE 4.920 (4.434)] [KD 4.576 (4.144)] 2024-10-14 19:28:51,586 - Train: 62.61% [783200/1251000] [626.1/1000.0] [batch_t 0.154 (0.163)] [data_t 0.003] [optim_t 0.151] [lr 0.000942] [CE 3.910 (4.474)] [KD 4.015 (4.161)] 2024-10-14 19:28:59,164 - Train: 62.61% [783250/1251000] [626.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000942] [CE 4.503 (4.431)] [KD 4.074 (4.105)] 2024-10-14 19:29:06,869 - Train: 62.61% [783300/1251000] [626.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000942] [CE 4.027 (4.371)] [KD 4.055 (4.099)] 2024-10-14 19:29:14,534 - Train: 62.62% [783350/1251000] [626.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000942] [CE 4.416 (4.540)] [KD 4.029 (4.229)] 2024-10-14 19:29:22,283 - Train: 62.62% [783400/1251000] [626.2/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000941] [CE 4.215 (4.517)] [KD 3.865 (4.179)] 2024-10-14 19:29:30,036 - Train: 62.63% [783450/1251000] [626.3/1000.0] [batch_t 0.313 (0.155)] [data_t 0.004] [optim_t 0.309] [lr 0.000941] [CE 4.627 (4.456)] [KD 4.275 (4.128)] 2024-10-14 19:29:37,810 - Train: 62.63% [783500/1251000] [626.3/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000941] [CE 4.599 (4.422)] [KD 4.155 (4.112)] 2024-10-14 19:29:45,499 - Train: 62.63% [783550/1251000] [626.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000941] [CE 4.428 (4.413)] [KD 4.091 (4.154)] 2024-10-14 19:29:53,269 - Train: 62.64% [783600/1251000] [626.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000941] [CE 4.191 (4.431)] [KD 4.065 (4.150)] 2024-10-14 19:30:00,937 - Train: 62.64% [783650/1251000] [626.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.007] [optim_t 0.145] [lr 0.000941] [CE 4.490 (4.468)] [KD 4.321 (4.187)] 2024-10-14 19:30:08,529 - Train: 62.65% [783700/1251000] [626.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000940] [CE 4.896 (4.482)] [KD 4.588 (4.191)] 2024-10-14 19:30:16,104 - Train: 62.65% [783750/1251000] [626.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000940] [CE 4.639 (4.422)] [KD 4.136 (4.100)] 2024-10-14 19:30:23,651 - Train: 62.65% [783800/1251000] [626.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000940] [CE 4.666 (4.484)] [KD 4.135 (4.134)] 2024-10-14 19:30:31,475 - Train: 62.66% [783850/1251000] [626.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000940] [CE 4.689 (4.463)] [KD 4.317 (4.167)] 2024-10-14 19:30:39,399 - Train: 62.66% [783900/1251000] [626.6/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000940] [CE 4.564 (4.461)] [KD 4.289 (4.189)] 2024-10-14 19:30:46,952 - Train: 62.67% [783950/1251000] [626.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000940] [CE 4.535 (4.422)] [KD 3.890 (4.100)] 2024-10-14 19:30:54,619 - Train: 62.67% [784000/1251000] [626.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000939] [CE 4.461 (4.439)] [KD 4.158 (4.107)] 2024-10-14 19:31:02,463 - Train: 62.67% [784050/1251000] [626.7/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000939] [CE 4.515 (4.543)] [KD 4.451 (4.210)] 2024-10-14 19:31:10,044 - Train: 62.68% [784100/1251000] [626.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000939] [CE 4.450 (4.536)] [KD 4.436 (4.251)] 2024-10-14 19:31:17,748 - Train: 62.68% [784150/1251000] [626.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000939] [CE 4.867 (4.441)] [KD 4.249 (4.215)] 2024-10-14 19:31:25,307 - Train: 62.69% [784200/1251000] [626.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.000939] [CE 4.836 (4.458)] [KD 4.280 (4.155)] 2024-10-14 19:31:32,975 - Train: 62.69% [784250/1251000] [626.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000939] [CE 4.087 (4.421)] [KD 4.018 (4.210)] 2024-10-14 19:31:40,638 - Train: 62.69% [784300/1251000] [626.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000938] [CE 4.666 (4.499)] [KD 4.243 (4.222)] 2024-10-14 19:31:48,539 - Train: 62.70% [784350/1251000] [627.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000938] [CE 3.955 (4.453)] [KD 3.845 (4.183)] 2024-10-14 19:31:58,347 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 35408] [top5_cnt 44998] [top_all 50000] 2024-10-14 19:31:58,347 - net: 70.816 (89.996) 2024-10-14 19:32:04,242 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37510] [top5_cnt 46149] [top_all 50000] 2024-10-14 19:32:04,242 - net_E: 75.020 (92.298) 2024-10-14 19:32:04,385 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:32:04,385 - ==> Total time: 1 day, 5:29:47 Eta: 17:32:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:32:10,548 - Train: 62.70% [784400/1251000] [627.0/1000.0] [batch_t 0.149 (0.178)] [data_t 0.004] [optim_t 0.146] [lr 0.000938] [CE 4.655 (4.484)] [KD 4.103 (4.141)] 2024-10-14 19:32:18,359 - Train: 62.71% [784450/1251000] [627.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000938] [CE 4.742 (4.374)] [KD 4.219 (4.135)] 2024-10-14 19:32:25,921 - Train: 62.71% [784500/1251000] [627.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000938] [CE 4.196 (4.419)] [KD 3.680 (4.101)] 2024-10-14 19:32:33,544 - Train: 62.71% [784550/1251000] [627.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000938] [CE 4.395 (4.504)] [KD 4.235 (4.169)] 2024-10-14 19:32:41,303 - Train: 62.72% [784600/1251000] [627.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000937] [CE 4.580 (4.466)] [KD 4.159 (4.151)] 2024-10-14 19:32:48,874 - Train: 62.72% [784650/1251000] [627.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000937] [CE 5.114 (4.520)] [KD 4.471 (4.168)] 2024-10-14 19:32:56,641 - Train: 62.73% [784700/1251000] [627.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000937] [CE 4.439 (4.452)] [KD 4.204 (4.146)] 2024-10-14 19:33:04,618 - Train: 62.73% [784750/1251000] [627.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000937] [CE 4.214 (4.471)] [KD 4.223 (4.154)] 2024-10-14 19:33:12,186 - Train: 62.73% [784800/1251000] [627.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000937] [CE 4.740 (4.419)] [KD 4.167 (4.140)] 2024-10-14 19:33:19,868 - Train: 62.74% [784850/1251000] [627.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000936] [CE 4.496 (4.448)] [KD 4.082 (4.178)] 2024-10-14 19:33:27,659 - Train: 62.74% [784900/1251000] [627.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000936] [CE 4.874 (4.390)] [KD 4.386 (4.133)] 2024-10-14 19:33:35,242 - Train: 62.75% [784950/1251000] [627.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000936] [CE 4.616 (4.456)] [KD 4.332 (4.121)] 2024-10-14 19:33:42,828 - Train: 62.75% [785000/1251000] [627.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000936] [CE 4.272 (4.441)] [KD 4.087 (4.108)] 2024-10-14 19:33:50,395 - Train: 62.75% [785050/1251000] [627.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.002] [optim_t 0.147] [lr 0.000936] [CE 4.758 (4.504)] [KD 4.234 (4.207)] 2024-10-14 19:33:58,100 - Train: 62.76% [785100/1251000] [627.6/1000.0] [batch_t 0.291 (0.154)] [data_t 0.003] [optim_t 0.288] [lr 0.000936] [CE 4.198 (4.402)] [KD 4.128 (4.106)] 2024-10-14 19:34:06,117 - Train: 62.76% [785150/1251000] [627.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000935] [CE 4.151 (4.408)] [KD 3.840 (4.125)] 2024-10-14 19:34:13,884 - Train: 62.77% [785200/1251000] [627.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000935] [CE 4.750 (4.416)] [KD 4.226 (4.119)] 2024-10-14 19:34:21,756 - Train: 62.77% [785250/1251000] [627.7/1000.0] [batch_t 0.279 (0.157)] [data_t 0.003] [optim_t 0.277] [lr 0.000935] [CE 4.231 (4.475)] [KD 4.000 (4.190)] 2024-10-14 19:34:29,508 - Train: 62.77% [785300/1251000] [627.7/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000935] [CE 4.658 (4.374)] [KD 4.304 (4.127)] 2024-10-14 19:34:37,101 - Train: 62.78% [785350/1251000] [627.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000935] [CE 3.921 (4.366)] [KD 3.874 (4.082)] 2024-10-14 19:34:44,724 - Train: 62.78% [785400/1251000] [627.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000935] [CE 4.436 (4.458)] [KD 4.411 (4.123)] 2024-10-14 19:34:52,494 - Train: 62.79% [785450/1251000] [627.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000934] [CE 4.258 (4.393)] [KD 4.036 (4.126)] 2024-10-14 19:35:00,153 - Train: 62.79% [785500/1251000] [627.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000934] [CE 4.552 (4.509)] [KD 4.179 (4.189)] 2024-10-14 19:35:08,070 - Train: 62.79% [785550/1251000] [627.9/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000934] [CE 4.011 (4.458)] [KD 3.811 (4.165)] 2024-10-14 19:35:16,061 - Train: 62.80% [785600/1251000] [628.0/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000934] [CE 4.313 (4.512)] [KD 4.331 (4.212)] 2024-10-14 19:35:25,920 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35539] [top5_cnt 45008] [top_all 50000] 2024-10-14 19:35:25,920 - net: 71.078 (90.016) 2024-10-14 19:35:31,868 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37504] [top5_cnt 46156] [top_all 50000] 2024-10-14 19:35:31,868 - net_E: 75.008 (92.312) 2024-10-14 19:35:32,037 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:35:32,037 - ==> Total time: 1 day, 5:33:15 Eta: 17:30:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:35:37,999 - Train: 62.80% [785650/1251000] [628.0/1000.0] [batch_t 0.168 (0.175)] [data_t 0.003] [optim_t 0.165] [lr 0.000934] [CE 4.273 (4.330)] [KD 3.853 (4.057)] 2024-10-14 19:35:45,864 - Train: 62.81% [785700/1251000] [628.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000934] [CE 4.212 (4.383)] [KD 3.837 (4.101)] 2024-10-14 19:35:53,582 - Train: 62.81% [785750/1251000] [628.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000933] [CE 4.592 (4.490)] [KD 4.299 (4.168)] 2024-10-14 19:36:01,297 - Train: 62.81% [785800/1251000] [628.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000933] [CE 5.149 (4.472)] [KD 4.443 (4.148)] 2024-10-14 19:36:08,941 - Train: 62.82% [785850/1251000] [628.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000933] [CE 4.273 (4.388)] [KD 3.984 (4.094)] 2024-10-14 19:36:16,656 - Train: 62.82% [785900/1251000] [628.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000933] [CE 3.986 (4.526)] [KD 4.076 (4.194)] 2024-10-14 19:36:24,654 - Train: 62.83% [785950/1251000] [628.3/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000933] [CE 4.491 (4.409)] [KD 4.166 (4.134)] 2024-10-14 19:36:32,450 - Train: 62.83% [786000/1251000] [628.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000933] [CE 3.937 (4.396)] [KD 3.713 (4.104)] 2024-10-14 19:36:40,072 - Train: 62.83% [786050/1251000] [628.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000932] [CE 4.440 (4.392)] [KD 4.317 (4.078)] 2024-10-14 19:36:47,693 - Train: 62.84% [786100/1251000] [628.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000932] [CE 4.470 (4.416)] [KD 3.771 (4.149)] 2024-10-14 19:36:55,401 - Train: 62.84% [786150/1251000] [628.4/1000.0] [batch_t 0.156 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000932] [CE 4.374 (4.470)] [KD 3.941 (4.196)] 2024-10-14 19:37:03,249 - Train: 62.85% [786200/1251000] [628.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000932] [CE 4.321 (4.422)] [KD 3.970 (4.133)] 2024-10-14 19:37:11,255 - Train: 62.85% [786250/1251000] [628.5/1000.0] [batch_t 0.157 (0.160)] [data_t 0.004] [optim_t 0.153] [lr 0.000932] [CE 4.648 (4.414)] [KD 4.243 (4.070)] 2024-10-14 19:37:18,866 - Train: 62.85% [786300/1251000] [628.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000932] [CE 4.170 (4.418)] [KD 4.021 (4.142)] 2024-10-14 19:37:26,533 - Train: 62.86% [786350/1251000] [628.6/1000.0] [batch_t 0.160 (0.153)] [data_t 0.004] [optim_t 0.155] [lr 0.000931] [CE 4.634 (4.385)] [KD 4.343 (4.097)] 2024-10-14 19:37:34,392 - Train: 62.86% [786400/1251000] [628.6/1000.0] [batch_t 0.167 (0.157)] [data_t 0.006] [optim_t 0.162] [lr 0.000931] [CE 4.599 (4.508)] [KD 4.083 (4.168)] 2024-10-14 19:37:42,335 - Train: 62.87% [786450/1251000] [628.7/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000931] [CE 4.659 (4.456)] [KD 4.274 (4.181)] 2024-10-14 19:37:50,174 - Train: 62.87% [786500/1251000] [628.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000931] [CE 4.634 (4.433)] [KD 3.980 (4.129)] 2024-10-14 19:37:58,065 - Train: 62.87% [786550/1251000] [628.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000931] [CE 4.363 (4.455)] [KD 3.881 (4.162)] 2024-10-14 19:38:05,979 - Train: 62.88% [786600/1251000] [628.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000930] [CE 3.588 (4.374)] [KD 3.918 (4.120)] 2024-10-14 19:38:13,640 - Train: 62.88% [786650/1251000] [628.8/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000930] [CE 4.373 (4.408)] [KD 3.908 (4.111)] 2024-10-14 19:38:21,271 - Train: 62.89% [786700/1251000] [628.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000930] [CE 4.204 (4.428)] [KD 4.189 (4.136)] 2024-10-14 19:38:28,997 - Train: 62.89% [786750/1251000] [628.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000930] [CE 4.581 (4.416)] [KD 4.064 (4.130)] 2024-10-14 19:38:36,940 - Train: 62.89% [786800/1251000] [628.9/1000.0] [batch_t 0.159 (0.159)] [data_t 0.004] [optim_t 0.156] [lr 0.000930] [CE 4.037 (4.413)] [KD 3.999 (4.150)] 2024-10-14 19:38:44,703 - Train: 62.90% [786850/1251000] [629.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000930] [CE 4.229 (4.461)] [KD 4.111 (4.179)] 2024-10-14 19:38:54,742 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35541] [top5_cnt 45160] [top_all 50000] 2024-10-14 19:38:54,742 - net: 71.082 (90.320) 2024-10-14 19:39:00,543 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37542] [top5_cnt 46160] [top_all 50000] 2024-10-14 19:39:00,543 - net_E: 75.084 (92.320) 2024-10-14 19:39:00,691 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.086 (epoch: 621)] 2024-10-14 19:39:00,691 - ==> Total time: 1 day, 5:36:43 Eta: 17:27:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:39:05,901 - Train: 62.90% [786900/1251000] [629.0/1000.0] [batch_t 0.152 (0.170)] [data_t 0.004] [optim_t 0.147] [lr 0.000929] [CE 4.942 (4.535)] [KD 4.177 (4.155)] 2024-10-14 19:39:13,653 - Train: 62.91% [786950/1251000] [629.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000929] [CE 4.838 (4.443)] [KD 4.531 (4.129)] 2024-10-14 19:39:21,425 - Train: 62.91% [787000/1251000] [629.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000929] [CE 4.195 (4.412)] [KD 4.426 (4.115)] 2024-10-14 19:39:29,343 - Train: 62.91% [787050/1251000] [629.1/1000.0] [batch_t 0.165 (0.158)] [data_t 0.003] [optim_t 0.162] [lr 0.000929] [CE 3.840 (4.423)] [KD 3.885 (4.115)] 2024-10-14 19:39:37,265 - Train: 62.92% [787100/1251000] [629.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000929] [CE 4.271 (4.437)] [KD 4.114 (4.171)] 2024-10-14 19:39:45,155 - Train: 62.92% [787150/1251000] [629.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000929] [CE 4.574 (4.376)] [KD 4.268 (4.096)] 2024-10-14 19:39:53,247 - Train: 62.93% [787200/1251000] [629.3/1000.0] [batch_t 0.167 (0.162)] [data_t 0.004] [optim_t 0.163] [lr 0.000928] [CE 4.942 (4.411)] [KD 4.439 (4.090)] 2024-10-14 19:40:01,224 - Train: 62.93% [787250/1251000] [629.3/1000.0] [batch_t 0.293 (0.159)] [data_t 0.005] [optim_t 0.288] [lr 0.000928] [CE 4.543 (4.406)] [KD 4.299 (4.109)] 2024-10-14 19:40:08,889 - Train: 62.93% [787300/1251000] [629.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000928] [CE 4.555 (4.468)] [KD 3.998 (4.120)] 2024-10-14 19:40:16,517 - Train: 62.94% [787350/1251000] [629.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000928] [CE 4.389 (4.399)] [KD 4.052 (4.060)] 2024-10-14 19:40:24,495 - Train: 62.94% [787400/1251000] [629.4/1000.0] [batch_t 0.159 (0.159)] [data_t 0.004] [optim_t 0.155] [lr 0.000928] [CE 4.371 (4.438)] [KD 4.129 (4.080)] 2024-10-14 19:40:32,304 - Train: 62.95% [787450/1251000] [629.5/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000928] [CE 4.199 (4.382)] [KD 4.062 (4.076)] 2024-10-14 19:40:40,191 - Train: 62.95% [787500/1251000] [629.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000927] [CE 4.372 (4.445)] [KD 4.339 (4.137)] 2024-10-14 19:40:47,856 - Train: 62.95% [787550/1251000] [629.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000927] [CE 4.451 (4.405)] [KD 4.049 (4.149)] 2024-10-14 19:40:55,751 - Train: 62.96% [787600/1251000] [629.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000927] [CE 4.261 (4.442)] [KD 4.148 (4.117)] 2024-10-14 19:41:03,441 - Train: 62.96% [787650/1251000] [629.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000927] [CE 4.863 (4.388)] [KD 4.497 (4.172)] 2024-10-14 19:41:11,351 - Train: 62.97% [787700/1251000] [629.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000927] [CE 4.555 (4.421)] [KD 4.257 (4.171)] 2024-10-14 19:41:19,041 - Train: 62.97% [787750/1251000] [629.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000927] [CE 4.442 (4.468)] [KD 4.191 (4.213)] 2024-10-14 19:41:26,676 - Train: 62.97% [787800/1251000] [629.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000926] [CE 3.905 (4.389)] [KD 3.834 (4.072)] 2024-10-14 19:41:34,503 - Train: 62.98% [787850/1251000] [629.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000926] [CE 4.436 (4.394)] [KD 4.018 (4.155)] 2024-10-14 19:41:42,329 - Train: 62.98% [787900/1251000] [629.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000926] [CE 4.845 (4.428)] [KD 4.383 (4.162)] 2024-10-14 19:41:50,017 - Train: 62.99% [787950/1251000] [629.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000926] [CE 4.743 (4.388)] [KD 4.325 (4.171)] 2024-10-14 19:41:57,717 - Train: 62.99% [788000/1251000] [629.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000926] [CE 4.357 (4.451)] [KD 3.978 (4.107)] 2024-10-14 19:42:05,578 - Train: 62.99% [788050/1251000] [629.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000926] [CE 4.138 (4.475)] [KD 3.921 (4.166)] 2024-10-14 19:42:13,328 - Train: 63.00% [788100/1251000] [630.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000925] [CE 4.786 (4.479)] [KD 4.406 (4.174)] 2024-10-14 19:42:23,512 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35397] [top5_cnt 44958] [top_all 50000] 2024-10-14 19:42:23,513 - net: 70.794 (89.916) 2024-10-14 19:42:29,393 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37574] [top5_cnt 46170] [top_all 50000] 2024-10-14 19:42:29,394 - net_E: 75.148 (92.340) 2024-10-14 19:42:29,528 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.148 (epoch: 630)] 2024-10-14 19:42:29,528 - ==> Total time: 1 day, 5:40:12 Eta: 17:25:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:42:41,665 - Train: 63.00% [788150/1251000] [630.0/1000.0] [batch_t 0.155 (0.179)] [data_t 0.005] [optim_t 0.150] [lr 0.000925] [CE 4.572 (4.488)] [KD 4.257 (4.186)] 2024-10-14 19:42:49,355 - Train: 63.01% [788200/1251000] [630.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000925] [CE 5.130 (4.408)] [KD 4.610 (4.085)] 2024-10-14 19:42:57,464 - Train: 63.01% [788250/1251000] [630.1/1000.0] [batch_t 0.298 (0.162)] [data_t 0.003] [optim_t 0.295] [lr 0.000925] [CE 4.422 (4.510)] [KD 4.022 (4.178)] 2024-10-14 19:43:05,216 - Train: 63.01% [788300/1251000] [630.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000925] [CE 4.659 (4.313)] [KD 4.095 (4.017)] 2024-10-14 19:43:13,104 - Train: 63.02% [788350/1251000] [630.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000924] [CE 3.731 (4.399)] [KD 3.657 (4.076)] 2024-10-14 19:43:20,642 - Train: 63.02% [788400/1251000] [630.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000924] [CE 4.608 (4.364)] [KD 4.082 (4.066)] 2024-10-14 19:43:28,327 - Train: 63.03% [788450/1251000] [630.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000924] [CE 4.279 (4.443)] [KD 4.201 (4.139)] 2024-10-14 19:43:35,945 - Train: 63.03% [788500/1251000] [630.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000924] [CE 4.503 (4.365)] [KD 4.097 (4.101)] 2024-10-14 19:43:43,851 - Train: 63.03% [788550/1251000] [630.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000924] [CE 4.863 (4.364)] [KD 4.296 (4.091)] 2024-10-14 19:43:51,481 - Train: 63.04% [788600/1251000] [630.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000924] [CE 4.401 (4.483)] [KD 3.927 (4.133)] 2024-10-14 19:43:59,325 - Train: 63.04% [788650/1251000] [630.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000923] [CE 4.360 (4.435)] [KD 4.032 (4.115)] 2024-10-14 19:44:07,123 - Train: 63.05% [788700/1251000] [630.5/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000923] [CE 4.809 (4.431)] [KD 4.232 (4.093)] 2024-10-14 19:44:14,869 - Train: 63.05% [788750/1251000] [630.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000923] [CE 4.500 (4.418)] [KD 4.074 (4.139)] 2024-10-14 19:44:22,733 - Train: 63.05% [788800/1251000] [630.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000923] [CE 4.686 (4.453)] [KD 4.265 (4.148)] 2024-10-14 19:44:30,352 - Train: 63.06% [788850/1251000] [630.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000923] [CE 4.332 (4.449)] [KD 3.950 (4.169)] 2024-10-14 19:44:38,065 - Train: 63.06% [788900/1251000] [630.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000923] [CE 4.437 (4.479)] [KD 4.419 (4.177)] 2024-10-14 19:44:45,931 - Train: 63.07% [788950/1251000] [630.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000922] [CE 4.207 (4.447)] [KD 4.135 (4.185)] 2024-10-14 19:44:53,711 - Train: 63.07% [789000/1251000] [630.7/1000.0] [batch_t 0.162 (0.156)] [data_t 0.004] [optim_t 0.158] [lr 0.000922] [CE 4.237 (4.459)] [KD 4.126 (4.229)] 2024-10-14 19:45:01,521 - Train: 63.07% [789050/1251000] [630.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000922] [CE 4.355 (4.453)] [KD 4.037 (4.131)] 2024-10-14 19:45:09,224 - Train: 63.08% [789100/1251000] [630.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000922] [CE 4.903 (4.453)] [KD 4.559 (4.132)] 2024-10-14 19:45:17,098 - Train: 63.08% [789150/1251000] [630.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000922] [CE 5.003 (4.470)] [KD 4.814 (4.117)] 2024-10-14 19:45:24,919 - Train: 63.09% [789200/1251000] [630.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000922] [CE 4.723 (4.358)] [KD 4.173 (4.096)] 2024-10-14 19:45:32,677 - Train: 63.09% [789250/1251000] [630.9/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000921] [CE 4.229 (4.337)] [KD 4.079 (4.088)] 2024-10-14 19:45:40,451 - Train: 63.09% [789300/1251000] [630.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000921] [CE 3.949 (4.390)] [KD 4.057 (4.114)] 2024-10-14 19:45:48,188 - Train: 63.10% [789350/1251000] [631.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000921] [CE 4.300 (4.418)] [KD 4.095 (4.150)] 2024-10-14 19:45:58,633 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35637] [top5_cnt 45098] [top_all 50000] 2024-10-14 19:45:58,633 - net: 71.274 (90.196) 2024-10-14 19:46:04,477 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37594] [top5_cnt 46171] [top_all 50000] 2024-10-14 19:46:04,477 - net_E: 75.188 (92.342) 2024-10-14 19:46:04,621 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.188 (epoch: 631)] 2024-10-14 19:46:04,621 - ==> Total time: 1 day, 5:43:47 Eta: 17:23:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:46:16,210 - Train: 63.10% [789400/1251000] [631.0/1000.0] [batch_t 0.149 (0.179)] [data_t 0.004] [optim_t 0.144] [lr 0.000921] [CE 4.070 (4.363)] [KD 4.014 (4.048)] 2024-10-14 19:46:23,826 - Train: 63.11% [789450/1251000] [631.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000921] [CE 3.806 (4.400)] [KD 3.913 (4.085)] 2024-10-14 19:46:31,673 - Train: 63.11% [789500/1251000] [631.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000921] [CE 4.362 (4.380)] [KD 3.858 (4.114)] 2024-10-14 19:46:39,450 - Train: 63.11% [789550/1251000] [631.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000920] [CE 4.468 (4.406)] [KD 4.285 (4.143)] 2024-10-14 19:46:47,333 - Train: 63.12% [789600/1251000] [631.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000920] [CE 3.959 (4.442)] [KD 3.900 (4.122)] 2024-10-14 19:46:55,107 - Train: 63.12% [789650/1251000] [631.2/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000920] [CE 4.010 (4.400)] [KD 3.781 (4.148)] 2024-10-14 19:47:02,776 - Train: 63.13% [789700/1251000] [631.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000920] [CE 4.681 (4.516)] [KD 4.434 (4.221)] 2024-10-14 19:47:10,581 - Train: 63.13% [789750/1251000] [631.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000920] [CE 4.541 (4.467)] [KD 4.383 (4.145)] 2024-10-14 19:47:18,682 - Train: 63.13% [789800/1251000] [631.3/1000.0] [batch_t 0.160 (0.162)] [data_t 0.004] [optim_t 0.156] [lr 0.000920] [CE 4.224 (4.421)] [KD 3.969 (4.139)] 2024-10-14 19:47:26,378 - Train: 63.14% [789850/1251000] [631.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000919] [CE 4.256 (4.413)] [KD 3.875 (4.123)] 2024-10-14 19:47:34,341 - Train: 63.14% [789900/1251000] [631.4/1000.0] [batch_t 0.155 (0.159)] [data_t 0.006] [optim_t 0.150] [lr 0.000919] [CE 4.638 (4.478)] [KD 3.879 (4.120)] 2024-10-14 19:47:42,078 - Train: 63.15% [789950/1251000] [631.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000919] [CE 4.585 (4.353)] [KD 4.240 (4.094)] 2024-10-14 19:47:49,866 - Train: 63.15% [790000/1251000] [631.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000919] [CE 4.492 (4.417)] [KD 4.223 (4.136)] 2024-10-14 19:47:57,673 - Train: 63.15% [790050/1251000] [631.5/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000919] [CE 4.467 (4.414)] [KD 4.239 (4.108)] 2024-10-14 19:48:05,661 - Train: 63.16% [790100/1251000] [631.6/1000.0] [batch_t 0.153 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000919] [CE 4.190 (4.469)] [KD 4.002 (4.120)] 2024-10-14 19:48:13,365 - Train: 63.16% [790150/1251000] [631.6/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000918] [CE 4.484 (4.435)] [KD 4.084 (4.090)] 2024-10-14 19:48:21,125 - Train: 63.17% [790200/1251000] [631.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000918] [CE 4.254 (4.358)] [KD 4.204 (4.057)] 2024-10-14 19:48:28,919 - Train: 63.17% [790250/1251000] [631.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000918] [CE 4.687 (4.506)] [KD 4.264 (4.158)] 2024-10-14 19:48:36,652 - Train: 63.17% [790300/1251000] [631.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000918] [CE 4.557 (4.410)] [KD 3.932 (4.098)] 2024-10-14 19:48:44,644 - Train: 63.18% [790350/1251000] [631.8/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000918] [CE 4.393 (4.453)] [KD 4.036 (4.164)] 2024-10-14 19:48:52,413 - Train: 63.18% [790400/1251000] [631.8/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000917] [CE 4.544 (4.446)] [KD 4.342 (4.136)] 2024-10-14 19:49:00,145 - Train: 63.19% [790450/1251000] [631.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000917] [CE 4.053 (4.409)] [KD 4.043 (4.151)] 2024-10-14 19:49:07,862 - Train: 63.19% [790500/1251000] [631.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000917] [CE 4.779 (4.438)] [KD 4.503 (4.124)] 2024-10-14 19:49:15,582 - Train: 63.19% [790550/1251000] [631.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000917] [CE 4.549 (4.459)] [KD 4.158 (4.165)] 2024-10-14 19:49:23,373 - Train: 63.20% [790600/1251000] [632.0/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000917] [CE 4.058 (4.445)] [KD 3.970 (4.145)] 2024-10-14 19:49:35,314 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 35607] [top5_cnt 45065] [top_all 50000] 2024-10-14 19:49:35,314 - net: 71.214 (90.130) 2024-10-14 19:49:41,101 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 37613] [top5_cnt 46164] [top_all 50000] 2024-10-14 19:49:41,101 - net_E: 75.226 (92.328) 2024-10-14 19:49:41,238 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 19:49:41,239 - ==> Total time: 1 day, 5:47:24 Eta: 17:20:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:49:52,106 - Train: 63.20% [790650/1251000] [632.0/1000.0] [batch_t 0.151 (0.192)] [data_t 0.004] [optim_t 0.147] [lr 0.000917] [CE 4.375 (4.423)] [KD 4.053 (4.130)] 2024-10-14 19:49:59,830 - Train: 63.21% [790700/1251000] [632.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000916] [CE 4.206 (4.358)] [KD 3.906 (4.100)] 2024-10-14 19:50:07,578 - Train: 63.21% [790750/1251000] [632.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000916] [CE 4.229 (4.337)] [KD 3.985 (4.043)] 2024-10-14 19:50:15,261 - Train: 63.21% [790800/1251000] [632.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000916] [CE 4.105 (4.468)] [KD 3.835 (4.145)] 2024-10-14 19:50:22,869 - Train: 63.22% [790850/1251000] [632.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000916] [CE 4.375 (4.485)] [KD 3.900 (4.122)] 2024-10-14 19:50:30,441 - Train: 63.22% [790900/1251000] [632.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000916] [CE 4.211 (4.423)] [KD 4.142 (4.078)] 2024-10-14 19:50:38,397 - Train: 63.23% [790950/1251000] [632.3/1000.0] [batch_t 0.156 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000916] [CE 4.939 (4.432)] [KD 4.423 (4.097)] 2024-10-14 19:50:46,007 - Train: 63.23% [791000/1251000] [632.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000915] [CE 4.287 (4.416)] [KD 4.020 (4.090)] 2024-10-14 19:50:53,755 - Train: 63.23% [791050/1251000] [632.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000915] [CE 4.727 (4.510)] [KD 4.205 (4.156)] 2024-10-14 19:51:01,641 - Train: 63.24% [791100/1251000] [632.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000915] [CE 3.979 (4.430)] [KD 3.953 (4.129)] 2024-10-14 19:51:09,457 - Train: 63.24% [791150/1251000] [632.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000915] [CE 4.818 (4.379)] [KD 4.526 (4.087)] 2024-10-14 19:51:17,276 - Train: 63.25% [791200/1251000] [632.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000915] [CE 4.792 (4.425)] [KD 4.373 (4.098)] 2024-10-14 19:51:24,961 - Train: 63.25% [791250/1251000] [632.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000915] [CE 4.533 (4.371)] [KD 3.932 (4.061)] 2024-10-14 19:51:32,533 - Train: 63.25% [791300/1251000] [632.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000914] [CE 4.427 (4.452)] [KD 3.766 (4.128)] 2024-10-14 19:51:40,228 - Train: 63.26% [791350/1251000] [632.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000914] [CE 4.317 (4.463)] [KD 3.978 (4.173)] 2024-10-14 19:51:48,106 - Train: 63.26% [791400/1251000] [632.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000914] [CE 3.809 (4.337)] [KD 3.727 (4.089)] 2024-10-14 19:51:55,753 - Train: 63.27% [791450/1251000] [632.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000914] [CE 4.072 (4.436)] [KD 3.813 (4.140)] 2024-10-14 19:52:03,786 - Train: 63.27% [791500/1251000] [632.7/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.000914] [CE 4.771 (4.425)] [KD 4.049 (4.135)] 2024-10-14 19:52:11,430 - Train: 63.27% [791550/1251000] [632.7/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.160] [lr 0.000914] [CE 4.571 (4.389)] [KD 4.220 (4.077)] 2024-10-14 19:52:19,004 - Train: 63.28% [791600/1251000] [632.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000913] [CE 4.355 (4.409)] [KD 3.960 (4.136)] 2024-10-14 19:52:26,721 - Train: 63.28% [791650/1251000] [632.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000913] [CE 4.064 (4.422)] [KD 4.101 (4.147)] 2024-10-14 19:52:34,316 - Train: 63.29% [791700/1251000] [632.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000913] [CE 3.753 (4.442)] [KD 3.817 (4.132)] 2024-10-14 19:52:41,987 - Train: 63.29% [791750/1251000] [632.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000913] [CE 4.920 (4.477)] [KD 4.553 (4.133)] 2024-10-14 19:52:50,082 - Train: 63.29% [791800/1251000] [632.9/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.000913] [CE 4.241 (4.446)] [KD 4.052 (4.171)] 2024-10-14 19:52:57,674 - Train: 63.30% [791850/1251000] [633.0/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000913] [CE 4.688 (4.422)] [KD 4.296 (4.140)] 2024-10-14 19:53:08,284 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 35518] [top5_cnt 45086] [top_all 50000] 2024-10-14 19:53:08,285 - net: 71.036 (90.172) 2024-10-14 19:53:14,120 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37558] [top5_cnt 46185] [top_all 50000] 2024-10-14 19:53:14,120 - net_E: 75.116 (92.370) 2024-10-14 19:53:14,289 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 19:53:14,290 - ==> Total time: 1 day, 5:50:57 Eta: 17:18:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:53:19,609 - Train: 63.30% [791900/1251000] [633.0/1000.0] [batch_t 0.155 (0.184)] [data_t 0.004] [optim_t 0.151] [lr 0.000912] [CE 4.360 (4.337)] [KD 3.953 (4.024)] 2024-10-14 19:53:27,372 - Train: 63.31% [791950/1251000] [633.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000912] [CE 4.159 (4.360)] [KD 3.831 (4.038)] 2024-10-14 19:53:35,110 - Train: 63.31% [792000/1251000] [633.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000912] [CE 4.105 (4.427)] [KD 4.180 (4.115)] 2024-10-14 19:53:42,997 - Train: 63.31% [792050/1251000] [633.1/1000.0] [batch_t 0.289 (0.158)] [data_t 0.004] [optim_t 0.285] [lr 0.000912] [CE 4.863 (4.491)] [KD 4.111 (4.190)] 2024-10-14 19:53:50,609 - Train: 63.32% [792100/1251000] [633.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000912] [CE 4.532 (4.451)] [KD 4.193 (4.107)] 2024-10-14 19:53:58,342 - Train: 63.32% [792150/1251000] [633.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000912] [CE 4.575 (4.531)] [KD 4.250 (4.187)] 2024-10-14 19:54:06,406 - Train: 63.33% [792200/1251000] [633.3/1000.0] [batch_t 0.312 (0.161)] [data_t 0.005] [optim_t 0.307] [lr 0.000911] [CE 4.318 (4.379)] [KD 3.995 (4.102)] 2024-10-14 19:54:14,417 - Train: 63.33% [792250/1251000] [633.3/1000.0] [batch_t 0.161 (0.160)] [data_t 0.003] [optim_t 0.158] [lr 0.000911] [CE 4.353 (4.358)] [KD 3.937 (4.057)] 2024-10-14 19:54:22,262 - Train: 63.33% [792300/1251000] [633.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000911] [CE 4.632 (4.490)] [KD 4.244 (4.108)] 2024-10-14 19:54:30,274 - Train: 63.34% [792350/1251000] [633.4/1000.0] [batch_t 0.159 (0.160)] [data_t 0.004] [optim_t 0.156] [lr 0.000911] [CE 4.553 (4.461)] [KD 4.158 (4.139)] 2024-10-14 19:54:38,118 - Train: 63.34% [792400/1251000] [633.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000911] [CE 4.639 (4.416)] [KD 4.385 (4.172)] 2024-10-14 19:54:45,769 - Train: 63.35% [792450/1251000] [633.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000910] [CE 4.489 (4.407)] [KD 4.012 (4.073)] 2024-10-14 19:54:53,491 - Train: 63.35% [792500/1251000] [633.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000910] [CE 4.165 (4.369)] [KD 4.125 (4.100)] 2024-10-14 19:55:01,071 - Train: 63.35% [792550/1251000] [633.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000910] [CE 4.447 (4.384)] [KD 4.050 (4.109)] 2024-10-14 19:55:08,838 - Train: 63.36% [792600/1251000] [633.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000910] [CE 4.375 (4.474)] [KD 4.161 (4.151)] 2024-10-14 19:55:16,790 - Train: 63.36% [792650/1251000] [633.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000910] [CE 4.243 (4.454)] [KD 3.803 (4.130)] 2024-10-14 19:55:24,521 - Train: 63.37% [792700/1251000] [633.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000910] [CE 4.580 (4.429)] [KD 4.209 (4.134)] 2024-10-14 19:55:32,255 - Train: 63.37% [792750/1251000] [633.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000909] [CE 4.986 (4.479)] [KD 4.313 (4.155)] 2024-10-14 19:55:39,862 - Train: 63.37% [792800/1251000] [633.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000909] [CE 4.350 (4.420)] [KD 4.079 (4.110)] 2024-10-14 19:55:47,616 - Train: 63.38% [792850/1251000] [633.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000909] [CE 4.461 (4.418)] [KD 4.241 (4.126)] 2024-10-14 19:55:55,477 - Train: 63.38% [792900/1251000] [633.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000909] [CE 4.732 (4.437)] [KD 4.036 (4.101)] 2024-10-14 19:56:03,207 - Train: 63.39% [792950/1251000] [633.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000909] [CE 4.828 (4.384)] [KD 4.181 (4.090)] 2024-10-14 19:56:10,809 - Train: 63.39% [793000/1251000] [633.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000909] [CE 4.899 (4.446)] [KD 4.389 (4.148)] 2024-10-14 19:56:18,547 - Train: 63.39% [793050/1251000] [633.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000908] [CE 4.460 (4.360)] [KD 4.091 (4.086)] 2024-10-14 19:56:26,241 - Train: 63.40% [793100/1251000] [634.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000908] [CE 4.060 (4.468)] [KD 4.009 (4.143)] 2024-10-14 19:56:37,266 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35489] [top5_cnt 44997] [top_all 50000] 2024-10-14 19:56:37,267 - net: 70.978 (89.994) 2024-10-14 19:56:43,132 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37540] [top5_cnt 46172] [top_all 50000] 2024-10-14 19:56:43,133 - net_E: 75.080 (92.344) 2024-10-14 19:56:43,290 - Max [top1: 71.568 (epoch: 626)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 19:56:43,290 - ==> Total time: 1 day, 5:54:26 Eta: 17:15:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 19:56:47,910 - Train: 63.40% [793150/1251000] [634.0/1000.0] [batch_t 0.151 (0.178)] [data_t 0.004] [optim_t 0.147] [lr 0.000908] [CE 4.267 (4.510)] [KD 4.109 (4.162)] 2024-10-14 19:56:55,876 - Train: 63.41% [793200/1251000] [634.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000908] [CE 4.524 (4.387)] [KD 4.105 (4.059)] 2024-10-14 19:57:03,864 - Train: 63.41% [793250/1251000] [634.1/1000.0] [batch_t 0.156 (0.160)] [data_t 0.005] [optim_t 0.151] [lr 0.000908] [CE 3.970 (4.439)] [KD 3.711 (4.125)] 2024-10-14 19:57:11,480 - Train: 63.41% [793300/1251000] [634.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000908] [CE 4.724 (4.485)] [KD 4.287 (4.143)] 2024-10-14 19:57:19,038 - Train: 63.42% [793350/1251000] [634.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000907] [CE 3.923 (4.423)] [KD 3.875 (4.103)] 2024-10-14 19:57:26,696 - Train: 63.42% [793400/1251000] [634.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000907] [CE 4.604 (4.401)] [KD 4.157 (4.093)] 2024-10-14 19:57:34,564 - Train: 63.43% [793450/1251000] [634.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.000907] [CE 4.823 (4.483)] [KD 4.571 (4.119)] 2024-10-14 19:57:42,427 - Train: 63.43% [793500/1251000] [634.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000907] [CE 4.581 (4.425)] [KD 4.184 (4.083)] 2024-10-14 19:57:50,137 - Train: 63.43% [793550/1251000] [634.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000907] [CE 4.014 (4.381)] [KD 3.889 (4.039)] 2024-10-14 19:57:57,873 - Train: 63.44% [793600/1251000] [634.4/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000907] [CE 4.567 (4.394)] [KD 4.085 (4.080)] 2024-10-14 19:58:05,832 - Train: 63.44% [793650/1251000] [634.4/1000.0] [batch_t 0.167 (0.159)] [data_t 0.003] [optim_t 0.164] [lr 0.000906] [CE 4.526 (4.382)] [KD 4.026 (4.091)] 2024-10-14 19:58:13,624 - Train: 63.45% [793700/1251000] [634.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000906] [CE 4.270 (4.410)] [KD 3.717 (4.070)] 2024-10-14 19:58:21,362 - Train: 63.45% [793750/1251000] [634.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000906] [CE 4.449 (4.468)] [KD 4.099 (4.110)] 2024-10-14 19:58:28,994 - Train: 63.45% [793800/1251000] [634.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000906] [CE 4.323 (4.465)] [KD 3.916 (4.122)] 2024-10-14 19:58:36,882 - Train: 63.46% [793850/1251000] [634.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000906] [CE 4.038 (4.411)] [KD 3.958 (4.097)] 2024-10-14 19:58:44,831 - Train: 63.46% [793900/1251000] [634.6/1000.0] [batch_t 0.158 (0.159)] [data_t 0.004] [optim_t 0.154] [lr 0.000906] [CE 4.325 (4.409)] [KD 4.078 (4.071)] 2024-10-14 19:58:52,388 - Train: 63.47% [793950/1251000] [634.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000905] [CE 4.540 (4.437)] [KD 4.134 (4.099)] 2024-10-14 19:59:00,046 - Train: 63.47% [794000/1251000] [634.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000905] [CE 4.422 (4.458)] [KD 4.089 (4.088)] 2024-10-14 19:59:07,821 - Train: 63.47% [794050/1251000] [634.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000905] [CE 4.381 (4.385)] [KD 4.177 (4.107)] 2024-10-14 19:59:15,670 - Train: 63.48% [794100/1251000] [634.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000905] [CE 4.007 (4.417)] [KD 3.675 (4.141)] 2024-10-14 19:59:23,465 - Train: 63.48% [794150/1251000] [634.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000905] [CE 4.478 (4.378)] [KD 4.206 (4.109)] 2024-10-14 19:59:31,358 - Train: 63.49% [794200/1251000] [634.9/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000905] [CE 4.135 (4.477)] [KD 4.127 (4.106)] 2024-10-14 19:59:38,984 - Train: 63.49% [794250/1251000] [634.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000904] [CE 4.585 (4.462)] [KD 4.457 (4.105)] 2024-10-14 19:59:46,788 - Train: 63.49% [794300/1251000] [634.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000904] [CE 4.454 (4.384)] [KD 4.308 (4.092)] 2024-10-14 19:59:54,603 - Train: 63.50% [794350/1251000] [635.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000904] [CE 4.204 (4.373)] [KD 4.206 (4.071)] 2024-10-14 20:00:05,808 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 35792] [top5_cnt 45256] [top_all 50000] 2024-10-14 20:00:05,808 - net: 71.584 (90.512) 2024-10-14 20:00:11,731 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37596] [top5_cnt 46183] [top_all 50000] 2024-10-14 20:00:11,731 - net_E: 75.192 (92.366) 2024-10-14 20:00:11,901 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:00:11,901 - ==> Total time: 1 day, 5:57:55 Eta: 17:13:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:00:21,903 - Train: 63.50% [794400/1251000] [635.0/1000.0] [batch_t 0.157 (0.188)] [data_t 0.003] [optim_t 0.153] [lr 0.000904] [CE 3.820 (4.397)] [KD 3.745 (4.027)] 2024-10-14 20:00:29,778 - Train: 63.51% [794450/1251000] [635.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000904] [CE 4.197 (4.361)] [KD 3.851 (4.049)] 2024-10-14 20:00:37,570 - Train: 63.51% [794500/1251000] [635.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000904] [CE 4.854 (4.464)] [KD 4.187 (4.068)] 2024-10-14 20:00:45,382 - Train: 63.51% [794550/1251000] [635.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000903] [CE 4.576 (4.433)] [KD 4.003 (4.047)] 2024-10-14 20:00:53,017 - Train: 63.52% [794600/1251000] [635.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000903] [CE 4.364 (4.363)] [KD 4.033 (4.027)] 2024-10-14 20:01:00,771 - Train: 63.52% [794650/1251000] [635.2/1000.0] [batch_t 0.163 (0.155)] [data_t 0.003] [optim_t 0.160] [lr 0.000903] [CE 4.419 (4.399)] [KD 4.269 (4.142)] 2024-10-14 20:01:08,622 - Train: 63.53% [794700/1251000] [635.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000903] [CE 4.140 (4.393)] [KD 3.988 (4.076)] 2024-10-14 20:01:16,828 - Train: 63.53% [794750/1251000] [635.3/1000.0] [batch_t 0.158 (0.164)] [data_t 0.004] [optim_t 0.154] [lr 0.000903] [CE 4.357 (4.473)] [KD 4.091 (4.079)] 2024-10-14 20:01:24,992 - Train: 63.53% [794800/1251000] [635.3/1000.0] [batch_t 0.163 (0.163)] [data_t 0.004] [optim_t 0.159] [lr 0.000902] [CE 4.359 (4.476)] [KD 4.024 (4.094)] 2024-10-14 20:01:32,858 - Train: 63.54% [794850/1251000] [635.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000902] [CE 4.268 (4.402)] [KD 4.072 (4.089)] 2024-10-14 20:01:40,609 - Train: 63.54% [794900/1251000] [635.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000902] [CE 4.729 (4.388)] [KD 4.210 (4.150)] 2024-10-14 20:01:48,308 - Train: 63.55% [794950/1251000] [635.5/1000.0] [batch_t 0.162 (0.154)] [data_t 0.004] [optim_t 0.159] [lr 0.000902] [CE 4.476 (4.380)] [KD 4.314 (4.071)] 2024-10-14 20:01:56,092 - Train: 63.55% [795000/1251000] [635.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000902] [CE 4.274 (4.480)] [KD 4.324 (4.175)] 2024-10-14 20:02:03,724 - Train: 63.55% [795050/1251000] [635.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000902] [CE 3.814 (4.448)] [KD 3.747 (4.141)] 2024-10-14 20:02:11,658 - Train: 63.56% [795100/1251000] [635.6/1000.0] [batch_t 0.257 (0.159)] [data_t 0.004] [optim_t 0.252] [lr 0.000901] [CE 4.274 (4.423)] [KD 4.011 (4.119)] 2024-10-14 20:02:19,247 - Train: 63.56% [795150/1251000] [635.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000901] [CE 4.411 (4.451)] [KD 4.252 (4.122)] 2024-10-14 20:02:27,202 - Train: 63.57% [795200/1251000] [635.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000901] [CE 4.704 (4.422)] [KD 4.352 (4.134)] 2024-10-14 20:02:34,772 - Train: 63.57% [795250/1251000] [635.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000901] [CE 4.076 (4.331)] [KD 3.891 (4.018)] 2024-10-14 20:02:42,572 - Train: 63.57% [795300/1251000] [635.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000901] [CE 4.100 (4.434)] [KD 3.858 (4.126)] 2024-10-14 20:02:50,302 - Train: 63.58% [795350/1251000] [635.8/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000901] [CE 4.639 (4.362)] [KD 4.412 (4.060)] 2024-10-14 20:02:58,038 - Train: 63.58% [795400/1251000] [635.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000900] [CE 4.494 (4.449)] [KD 4.185 (4.121)] 2024-10-14 20:03:05,690 - Train: 63.59% [795450/1251000] [635.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000900] [CE 3.992 (4.441)] [KD 4.038 (4.096)] 2024-10-14 20:03:13,375 - Train: 63.59% [795500/1251000] [635.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000900] [CE 4.093 (4.424)] [KD 3.882 (4.120)] 2024-10-14 20:03:21,166 - Train: 63.59% [795550/1251000] [635.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000900] [CE 4.582 (4.465)] [KD 4.211 (4.175)] 2024-10-14 20:03:29,122 - Train: 63.60% [795600/1251000] [636.0/1000.0] [batch_t 0.156 (0.159)] [data_t 0.006] [optim_t 0.150] [lr 0.000900] [CE 4.466 (4.364)] [KD 4.162 (4.095)] 2024-10-14 20:03:40,436 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35529] [top5_cnt 45045] [top_all 50000] 2024-10-14 20:03:40,437 - net: 71.058 (90.090) 2024-10-14 20:03:46,355 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37598] [top5_cnt 46178] [top_all 50000] 2024-10-14 20:03:46,356 - net_E: 75.196 (92.356) 2024-10-14 20:03:46,557 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:03:46,558 - ==> Total time: 1 day, 6:01:29 Eta: 17:11:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:03:51,266 - Train: 63.60% [795650/1251000] [636.0/1000.0] [batch_t 0.154 (0.188)] [data_t 0.003] [optim_t 0.151] [lr 0.000900] [CE 4.363 (4.445)] [KD 3.824 (4.079)] 2024-10-14 20:03:59,016 - Train: 63.61% [795700/1251000] [636.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000899] [CE 4.719 (4.438)] [KD 4.548 (4.070)] 2024-10-14 20:04:06,653 - Train: 63.61% [795750/1251000] [636.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000899] [CE 4.405 (4.457)] [KD 4.357 (4.143)] 2024-10-14 20:04:14,262 - Train: 63.61% [795800/1251000] [636.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000899] [CE 4.280 (4.362)] [KD 3.959 (4.025)] 2024-10-14 20:04:21,952 - Train: 63.62% [795850/1251000] [636.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000899] [CE 4.203 (4.392)] [KD 4.010 (4.085)] 2024-10-14 20:04:29,513 - Train: 63.62% [795900/1251000] [636.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000899] [CE 4.418 (4.386)] [KD 4.216 (4.088)] 2024-10-14 20:04:37,047 - Train: 63.63% [795950/1251000] [636.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000899] [CE 4.809 (4.414)] [KD 4.382 (4.129)] 2024-10-14 20:04:44,854 - Train: 63.63% [796000/1251000] [636.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000898] [CE 4.743 (4.435)] [KD 4.410 (4.114)] 2024-10-14 20:04:52,813 - Train: 63.63% [796050/1251000] [636.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000898] [CE 4.503 (4.473)] [KD 4.158 (4.111)] 2024-10-14 20:05:00,640 - Train: 63.64% [796100/1251000] [636.4/1000.0] [batch_t 0.276 (0.156)] [data_t 0.004] [optim_t 0.272] [lr 0.000898] [CE 4.637 (4.442)] [KD 3.941 (4.106)] 2024-10-14 20:05:08,398 - Train: 63.64% [796150/1251000] [636.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000898] [CE 4.175 (4.429)] [KD 4.244 (4.065)] 2024-10-14 20:05:15,984 - Train: 63.65% [796200/1251000] [636.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000898] [CE 4.031 (4.399)] [KD 3.798 (4.068)] 2024-10-14 20:05:23,610 - Train: 63.65% [796250/1251000] [636.5/1000.0] [batch_t 0.166 (0.152)] [data_t 0.004] [optim_t 0.161] [lr 0.000898] [CE 4.127 (4.485)] [KD 4.062 (4.135)] 2024-10-14 20:05:31,170 - Train: 63.65% [796300/1251000] [636.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000897] [CE 4.101 (4.374)] [KD 4.000 (4.048)] 2024-10-14 20:05:38,885 - Train: 63.66% [796350/1251000] [636.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000897] [CE 4.359 (4.430)] [KD 4.035 (4.087)] 2024-10-14 20:05:46,578 - Train: 63.66% [796400/1251000] [636.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000897] [CE 4.951 (4.418)] [KD 4.527 (4.078)] 2024-10-14 20:05:54,666 - Train: 63.67% [796450/1251000] [636.7/1000.0] [batch_t 0.147 (0.162)] [data_t 0.004] [optim_t 0.143] [lr 0.000897] [CE 4.667 (4.405)] [KD 4.500 (4.135)] 2024-10-14 20:06:02,590 - Train: 63.67% [796500/1251000] [636.7/1000.0] [batch_t 0.158 (0.158)] [data_t 0.004] [optim_t 0.154] [lr 0.000897] [CE 4.786 (4.436)] [KD 4.308 (4.109)] 2024-10-14 20:06:10,345 - Train: 63.67% [796550/1251000] [636.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000897] [CE 4.399 (4.395)] [KD 3.808 (4.026)] 2024-10-14 20:06:17,967 - Train: 63.68% [796600/1251000] [636.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000896] [CE 3.980 (4.450)] [KD 3.723 (4.078)] 2024-10-14 20:06:25,682 - Train: 63.68% [796650/1251000] [636.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000896] [CE 4.450 (4.481)] [KD 4.282 (4.172)] 2024-10-14 20:06:33,440 - Train: 63.69% [796700/1251000] [636.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000896] [CE 4.343 (4.422)] [KD 4.005 (4.100)] 2024-10-14 20:06:41,071 - Train: 63.69% [796750/1251000] [636.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000896] [CE 4.513 (4.438)] [KD 4.230 (4.127)] 2024-10-14 20:06:48,649 - Train: 63.69% [796800/1251000] [636.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000896] [CE 4.035 (4.412)] [KD 3.640 (4.126)] 2024-10-14 20:06:56,511 - Train: 63.70% [796850/1251000] [637.0/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000896] [CE 4.289 (4.446)] [KD 4.112 (4.149)] 2024-10-14 20:07:08,316 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35752] [top5_cnt 45209] [top_all 50000] 2024-10-14 20:07:08,316 - net: 71.504 (90.418) 2024-10-14 20:07:14,110 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37578] [top5_cnt 46189] [top_all 50000] 2024-10-14 20:07:14,110 - net_E: 75.156 (92.378) 2024-10-14 20:07:14,281 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:07:14,281 - ==> Total time: 1 day, 6:04:57 Eta: 17:08:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:07:18,667 - Train: 63.70% [796900/1251000] [637.0/1000.0] [batch_t 0.150 (0.195)] [data_t 0.003] [optim_t 0.147] [lr 0.000895] [CE 4.293 (4.353)] [KD 4.022 (4.059)] 2024-10-14 20:07:26,258 - Train: 63.71% [796950/1251000] [637.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000895] [CE 4.398 (4.385)] [KD 4.204 (4.046)] 2024-10-14 20:07:33,887 - Train: 63.71% [797000/1251000] [637.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000895] [CE 4.219 (4.397)] [KD 3.870 (4.060)] 2024-10-14 20:07:41,652 - Train: 63.71% [797050/1251000] [637.1/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000895] [CE 4.409 (4.431)] [KD 4.036 (4.081)] 2024-10-14 20:07:49,230 - Train: 63.72% [797100/1251000] [637.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000895] [CE 4.163 (4.447)] [KD 3.914 (4.134)] 2024-10-14 20:07:57,102 - Train: 63.72% [797150/1251000] [637.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000895] [CE 3.896 (4.452)] [KD 3.742 (4.109)] 2024-10-14 20:08:04,812 - Train: 63.73% [797200/1251000] [637.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000894] [CE 4.420 (4.386)] [KD 3.883 (4.118)] 2024-10-14 20:08:12,606 - Train: 63.73% [797250/1251000] [637.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000894] [CE 4.901 (4.447)] [KD 4.370 (4.133)] 2024-10-14 20:08:20,447 - Train: 63.73% [797300/1251000] [637.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000894] [CE 4.036 (4.355)] [KD 4.122 (4.077)] 2024-10-14 20:08:28,392 - Train: 63.74% [797350/1251000] [637.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000894] [CE 4.438 (4.464)] [KD 3.944 (4.089)] 2024-10-14 20:08:36,036 - Train: 63.74% [797400/1251000] [637.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000894] [CE 4.150 (4.380)] [KD 3.878 (4.040)] 2024-10-14 20:08:44,010 - Train: 63.75% [797450/1251000] [637.5/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000894] [CE 4.459 (4.350)] [KD 3.920 (4.061)] 2024-10-14 20:08:51,634 - Train: 63.75% [797500/1251000] [637.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000893] [CE 4.481 (4.447)] [KD 4.322 (4.110)] 2024-10-14 20:08:59,302 - Train: 63.75% [797550/1251000] [637.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000893] [CE 4.744 (4.436)] [KD 4.243 (4.090)] 2024-10-14 20:09:06,923 - Train: 63.76% [797600/1251000] [637.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000893] [CE 4.496 (4.389)] [KD 4.128 (4.092)] 2024-10-14 20:09:14,849 - Train: 63.76% [797650/1251000] [637.6/1000.0] [batch_t 0.308 (0.158)] [data_t 0.003] [optim_t 0.305] [lr 0.000893] [CE 4.287 (4.502)] [KD 4.081 (4.112)] 2024-10-14 20:09:22,580 - Train: 63.76% [797700/1251000] [637.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000893] [CE 4.275 (4.336)] [KD 4.277 (4.059)] 2024-10-14 20:09:30,647 - Train: 63.77% [797750/1251000] [637.7/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.147] [lr 0.000892] [CE 4.540 (4.456)] [KD 4.118 (4.105)] 2024-10-14 20:09:38,211 - Train: 63.77% [797800/1251000] [637.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000892] [CE 4.717 (4.433)] [KD 4.272 (4.121)] 2024-10-14 20:09:45,777 - Train: 63.78% [797850/1251000] [637.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000892] [CE 4.757 (4.406)] [KD 4.215 (4.130)] 2024-10-14 20:09:53,476 - Train: 63.78% [797900/1251000] [637.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000892] [CE 4.249 (4.398)] [KD 3.952 (4.108)] 2024-10-14 20:10:01,040 - Train: 63.78% [797950/1251000] [637.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000892] [CE 4.428 (4.461)] [KD 4.298 (4.111)] 2024-10-14 20:10:08,872 - Train: 63.79% [798000/1251000] [637.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000892] [CE 4.563 (4.437)] [KD 3.929 (4.088)] 2024-10-14 20:10:16,624 - Train: 63.79% [798050/1251000] [637.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000891] [CE 4.755 (4.434)] [KD 4.262 (4.101)] 2024-10-14 20:10:24,344 - Train: 63.80% [798100/1251000] [638.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000891] [CE 4.448 (4.457)] [KD 4.179 (4.090)] 2024-10-14 20:10:35,710 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35051] [top5_cnt 44804] [top_all 50000] 2024-10-14 20:10:35,711 - net: 70.102 (89.608) 2024-10-14 20:10:41,788 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37562] [top5_cnt 46196] [top_all 50000] 2024-10-14 20:10:41,789 - net_E: 75.124 (92.392) 2024-10-14 20:10:42,004 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:10:42,004 - ==> Total time: 1 day, 6:08:25 Eta: 17:06:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:10:46,462 - Train: 63.80% [798150/1251000] [638.0/1000.0] [batch_t 0.150 (0.201)] [data_t 0.004] [optim_t 0.145] [lr 0.000891] [CE 4.399 (4.205)] [KD 4.240 (4.047)] 2024-10-14 20:10:54,188 - Train: 63.80% [798200/1251000] [638.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000891] [CE 4.641 (4.418)] [KD 4.072 (4.087)] 2024-10-14 20:11:01,885 - Train: 63.81% [798250/1251000] [638.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000891] [CE 4.461 (4.393)] [KD 3.943 (4.068)] 2024-10-14 20:11:09,545 - Train: 63.81% [798300/1251000] [638.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000891] [CE 4.675 (4.440)] [KD 3.957 (4.085)] 2024-10-14 20:11:17,484 - Train: 63.82% [798350/1251000] [638.2/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.000890] [CE 4.529 (4.436)] [KD 3.963 (4.115)] 2024-10-14 20:11:25,105 - Train: 63.82% [798400/1251000] [638.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000890] [CE 4.802 (4.396)] [KD 4.384 (4.054)] 2024-10-14 20:11:33,031 - Train: 63.82% [798450/1251000] [638.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000890] [CE 4.532 (4.488)] [KD 4.255 (4.166)] 2024-10-14 20:11:40,579 - Train: 63.83% [798500/1251000] [638.3/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000890] [CE 4.386 (4.476)] [KD 4.093 (4.103)] 2024-10-14 20:11:48,249 - Train: 63.83% [798550/1251000] [638.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000890] [CE 4.393 (4.431)] [KD 4.288 (4.079)] 2024-10-14 20:11:55,964 - Train: 63.84% [798600/1251000] [638.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000890] [CE 4.505 (4.362)] [KD 4.071 (4.036)] 2024-10-14 20:12:03,564 - Train: 63.84% [798650/1251000] [638.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000889] [CE 4.433 (4.447)] [KD 3.970 (4.094)] 2024-10-14 20:12:11,180 - Train: 63.84% [798700/1251000] [638.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000889] [CE 4.247 (4.465)] [KD 3.884 (4.099)] 2024-10-14 20:12:18,754 - Train: 63.85% [798750/1251000] [638.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000889] [CE 4.052 (4.492)] [KD 3.889 (4.144)] 2024-10-14 20:12:26,653 - Train: 63.85% [798800/1251000] [638.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000889] [CE 3.841 (4.395)] [KD 3.937 (4.007)] 2024-10-14 20:12:34,326 - Train: 63.86% [798850/1251000] [638.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000889] [CE 4.451 (4.491)] [KD 3.962 (4.097)] 2024-10-14 20:12:42,154 - Train: 63.86% [798900/1251000] [638.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000889] [CE 4.398 (4.350)] [KD 4.136 (4.047)] 2024-10-14 20:12:49,794 - Train: 63.86% [798950/1251000] [638.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000888] [CE 4.061 (4.343)] [KD 3.908 (4.082)] 2024-10-14 20:12:57,341 - Train: 63.87% [799000/1251000] [638.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000888] [CE 4.619 (4.417)] [KD 4.126 (4.061)] 2024-10-14 20:13:05,052 - Train: 63.87% [799050/1251000] [638.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000888] [CE 4.068 (4.450)] [KD 3.822 (4.145)] 2024-10-14 20:13:12,740 - Train: 63.88% [799100/1251000] [638.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000888] [CE 4.858 (4.384)] [KD 4.453 (4.142)] 2024-10-14 20:13:20,302 - Train: 63.88% [799150/1251000] [638.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000888] [CE 4.500 (4.416)] [KD 4.034 (4.080)] 2024-10-14 20:13:28,123 - Train: 63.88% [799200/1251000] [638.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000888] [CE 4.132 (4.488)] [KD 4.130 (4.118)] 2024-10-14 20:13:35,704 - Train: 63.89% [799250/1251000] [638.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000887] [CE 4.265 (4.405)] [KD 4.060 (4.104)] 2024-10-14 20:13:43,671 - Train: 63.89% [799300/1251000] [638.9/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000887] [CE 4.441 (4.388)] [KD 4.098 (4.090)] 2024-10-14 20:13:51,257 - Train: 63.90% [799350/1251000] [639.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000887] [CE 4.434 (4.377)] [KD 4.255 (4.071)] 2024-10-14 20:14:03,142 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35447] [top5_cnt 45023] [top_all 50000] 2024-10-14 20:14:03,143 - net: 70.894 (90.046) 2024-10-14 20:14:09,015 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37578] [top5_cnt 46178] [top_all 50000] 2024-10-14 20:14:09,015 - net_E: 75.156 (92.356) 2024-10-14 20:14:09,181 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:14:09,181 - ==> Total time: 1 day, 6:11:52 Eta: 17:03:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:14:13,025 - Train: 63.90% [799400/1251000] [639.0/1000.0] [batch_t 0.158 (0.194)] [data_t 0.004] [optim_t 0.154] [lr 0.000887] [CE 4.042 (4.337)] [KD 3.747 (3.965)] 2024-10-14 20:14:20,745 - Train: 63.90% [799450/1251000] [639.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000887] [CE 4.366 (4.410)] [KD 3.907 (4.052)] 2024-10-14 20:14:28,362 - Train: 63.91% [799500/1251000] [639.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000887] [CE 4.087 (4.415)] [KD 3.994 (4.016)] 2024-10-14 20:14:35,966 - Train: 63.91% [799550/1251000] [639.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000886] [CE 4.748 (4.386)] [KD 4.179 (4.035)] 2024-10-14 20:14:43,822 - Train: 63.92% [799600/1251000] [639.2/1000.0] [batch_t 0.162 (0.157)] [data_t 0.005] [optim_t 0.157] [lr 0.000886] [CE 4.745 (4.443)] [KD 4.371 (4.093)] 2024-10-14 20:14:52,065 - Train: 63.92% [799650/1251000] [639.2/1000.0] [batch_t 0.152 (0.165)] [data_t 0.003] [optim_t 0.149] [lr 0.000886] [CE 4.764 (4.467)] [KD 4.278 (4.075)] 2024-10-14 20:14:59,845 - Train: 63.92% [799700/1251000] [639.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000886] [CE 4.148 (4.429)] [KD 4.074 (4.056)] 2024-10-14 20:15:07,559 - Train: 63.93% [799750/1251000] [639.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000886] [CE 3.623 (4.462)] [KD 3.800 (4.070)] 2024-10-14 20:15:15,191 - Train: 63.93% [799800/1251000] [639.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000886] [CE 4.246 (4.398)] [KD 4.092 (4.051)] 2024-10-14 20:15:22,879 - Train: 63.94% [799850/1251000] [639.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000885] [CE 4.562 (4.422)] [KD 4.320 (4.094)] 2024-10-14 20:15:30,598 - Train: 63.94% [799900/1251000] [639.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000885] [CE 4.660 (4.366)] [KD 4.183 (4.038)] 2024-10-14 20:15:38,419 - Train: 63.94% [799950/1251000] [639.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000885] [CE 4.877 (4.447)] [KD 4.305 (4.089)] 2024-10-14 20:15:46,007 - Train: 63.95% [800000/1251000] [639.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000885] [CE 4.901 (4.457)] [KD 4.244 (4.141)] 2024-10-14 20:15:53,852 - Train: 63.95% [800050/1251000] [639.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000885] [CE 4.154 (4.387)] [KD 3.972 (4.080)] 2024-10-14 20:16:01,660 - Train: 63.96% [800100/1251000] [639.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000885] [CE 4.425 (4.371)] [KD 3.835 (4.083)] 2024-10-14 20:16:09,438 - Train: 63.96% [800150/1251000] [639.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000884] [CE 4.975 (4.465)] [KD 4.570 (4.093)] 2024-10-14 20:16:17,020 - Train: 63.96% [800200/1251000] [639.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000884] [CE 4.336 (4.482)] [KD 4.251 (4.125)] 2024-10-14 20:16:24,826 - Train: 63.97% [800250/1251000] [639.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000884] [CE 4.399 (4.419)] [KD 4.028 (4.084)] 2024-10-14 20:16:32,443 - Train: 63.97% [800300/1251000] [639.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000884] [CE 4.773 (4.447)] [KD 4.245 (4.093)] 2024-10-14 20:16:40,022 - Train: 63.98% [800350/1251000] [639.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000884] [CE 4.131 (4.498)] [KD 3.835 (4.138)] 2024-10-14 20:16:47,632 - Train: 63.98% [800400/1251000] [639.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000884] [CE 4.817 (4.351)] [KD 4.168 (4.051)] 2024-10-14 20:16:55,276 - Train: 63.98% [800450/1251000] [639.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000883] [CE 4.000 (4.412)] [KD 3.970 (4.123)] 2024-10-14 20:17:03,387 - Train: 63.99% [800500/1251000] [639.9/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.146] [lr 0.000883] [CE 4.246 (4.422)] [KD 3.842 (4.107)] 2024-10-14 20:17:10,995 - Train: 63.99% [800550/1251000] [639.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000883] [CE 4.336 (4.441)] [KD 3.936 (4.110)] 2024-10-14 20:17:18,604 - Train: 64.00% [800600/1251000] [640.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000883] [CE 4.313 (4.474)] [KD 3.958 (4.099)] 2024-10-14 20:17:30,345 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 35224] [top5_cnt 44958] [top_all 50000] 2024-10-14 20:17:30,345 - net: 70.448 (89.916) 2024-10-14 20:17:36,233 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37567] [top5_cnt 46189] [top_all 50000] 2024-10-14 20:17:36,233 - net_E: 75.134 (92.378) 2024-10-14 20:17:36,391 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:17:36,392 - ==> Total time: 1 day, 6:15:19 Eta: 17:01:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:17:40,408 - Train: 64.00% [800650/1251000] [640.0/1000.0] [batch_t 0.151 (0.194)] [data_t 0.004] [optim_t 0.147] [lr 0.000883] [CE 3.601 (4.231)] [KD 3.747 (4.079)] 2024-10-14 20:17:48,270 - Train: 64.00% [800700/1251000] [640.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000883] [CE 4.390 (4.469)] [KD 4.035 (4.072)] 2024-10-14 20:17:55,989 - Train: 64.01% [800750/1251000] [640.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000882] [CE 4.614 (4.510)] [KD 4.012 (4.111)] 2024-10-14 20:18:03,752 - Train: 64.01% [800800/1251000] [640.1/1000.0] [batch_t 0.292 (0.155)] [data_t 0.003] [optim_t 0.288] [lr 0.000882] [CE 4.684 (4.451)] [KD 3.984 (4.075)] 2024-10-14 20:18:11,646 - Train: 64.02% [800850/1251000] [640.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000882] [CE 4.461 (4.531)] [KD 4.206 (4.153)] 2024-10-14 20:18:19,357 - Train: 64.02% [800900/1251000] [640.2/1000.0] [batch_t 0.285 (0.154)] [data_t 0.004] [optim_t 0.281] [lr 0.000882] [CE 4.119 (4.452)] [KD 4.084 (4.087)] 2024-10-14 20:18:26,948 - Train: 64.02% [800950/1251000] [640.2/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000882] [CE 4.428 (4.465)] [KD 4.208 (4.100)] 2024-10-14 20:18:34,525 - Train: 64.03% [801000/1251000] [640.3/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000882] [CE 4.500 (4.362)] [KD 3.904 (4.084)] 2024-10-14 20:18:42,116 - Train: 64.03% [801050/1251000] [640.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000881] [CE 4.425 (4.415)] [KD 3.900 (4.061)] 2024-10-14 20:18:49,842 - Train: 64.04% [801100/1251000] [640.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000881] [CE 4.478 (4.368)] [KD 3.867 (4.023)] 2024-10-14 20:18:57,593 - Train: 64.04% [801150/1251000] [640.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000881] [CE 4.676 (4.458)] [KD 4.120 (4.100)] 2024-10-14 20:19:05,480 - Train: 64.04% [801200/1251000] [640.4/1000.0] [batch_t 0.145 (0.158)] [data_t 0.004] [optim_t 0.141] [lr 0.000881] [CE 4.135 (4.372)] [KD 4.051 (4.022)] 2024-10-14 20:19:13,169 - Train: 64.05% [801250/1251000] [640.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000881] [CE 4.153 (4.383)] [KD 4.140 (4.120)] 2024-10-14 20:19:20,895 - Train: 64.05% [801300/1251000] [640.5/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000880] [CE 3.943 (4.409)] [KD 4.051 (4.080)] 2024-10-14 20:19:28,588 - Train: 64.06% [801350/1251000] [640.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000880] [CE 4.379 (4.390)] [KD 4.133 (4.064)] 2024-10-14 20:19:36,276 - Train: 64.06% [801400/1251000] [640.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000880] [CE 4.116 (4.390)] [KD 3.535 (4.063)] 2024-10-14 20:19:43,918 - Train: 64.06% [801450/1251000] [640.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000880] [CE 4.639 (4.418)] [KD 4.443 (4.071)] 2024-10-14 20:19:51,616 - Train: 64.07% [801500/1251000] [640.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000880] [CE 4.314 (4.392)] [KD 3.881 (4.037)] 2024-10-14 20:19:59,426 - Train: 64.07% [801550/1251000] [640.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000880] [CE 5.082 (4.383)] [KD 4.276 (4.092)] 2024-10-14 20:20:07,141 - Train: 64.08% [801600/1251000] [640.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000879] [CE 4.480 (4.445)] [KD 4.145 (4.082)] 2024-10-14 20:20:14,850 - Train: 64.08% [801650/1251000] [640.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000879] [CE 4.982 (4.523)] [KD 4.437 (4.135)] 2024-10-14 20:20:22,529 - Train: 64.08% [801700/1251000] [640.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000879] [CE 4.614 (4.456)] [KD 4.198 (4.109)] 2024-10-14 20:20:30,187 - Train: 64.09% [801750/1251000] [640.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000879] [CE 4.358 (4.472)] [KD 4.002 (4.110)] 2024-10-14 20:20:37,848 - Train: 64.09% [801800/1251000] [640.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000879] [CE 4.368 (4.418)] [KD 4.023 (4.078)] 2024-10-14 20:20:45,553 - Train: 64.10% [801850/1251000] [641.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000879] [CE 4.247 (4.433)] [KD 3.903 (4.110)] 2024-10-14 20:20:57,418 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35698] [top5_cnt 45105] [top_all 50000] 2024-10-14 20:20:57,418 - net: 71.396 (90.210) 2024-10-14 20:21:03,290 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37553] [top5_cnt 46216] [top_all 50000] 2024-10-14 20:21:03,290 - net_E: 75.106 (92.432) 2024-10-14 20:21:03,446 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:21:03,446 - ==> Total time: 1 day, 6:18:46 Eta: 16:58:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:21:08,266 - Train: 64.10% [801900/1251000] [641.0/1000.0] [batch_t 0.157 (0.227)] [data_t 0.004] [optim_t 0.153] [lr 0.000878] [CE 4.473 (4.335)] [KD 4.135 (4.029)] 2024-10-14 20:21:16,014 - Train: 64.10% [801950/1251000] [641.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000878] [CE 4.158 (4.414)] [KD 3.934 (4.052)] 2024-10-14 20:21:23,768 - Train: 64.11% [802000/1251000] [641.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000878] [CE 4.493 (4.410)] [KD 4.113 (4.065)] 2024-10-14 20:21:31,774 - Train: 64.11% [802050/1251000] [641.1/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000878] [CE 4.421 (4.377)] [KD 3.928 (4.038)] 2024-10-14 20:21:39,410 - Train: 64.12% [802100/1251000] [641.2/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000878] [CE 4.501 (4.476)] [KD 4.012 (4.071)] 2024-10-14 20:21:47,165 - Train: 64.12% [802150/1251000] [641.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000878] [CE 4.522 (4.378)] [KD 4.096 (4.042)] 2024-10-14 20:21:54,866 - Train: 64.12% [802200/1251000] [641.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000877] [CE 4.158 (4.422)] [KD 4.006 (4.019)] 2024-10-14 20:22:02,558 - Train: 64.13% [802250/1251000] [641.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000877] [CE 4.454 (4.442)] [KD 4.148 (4.112)] 2024-10-14 20:22:10,324 - Train: 64.13% [802300/1251000] [641.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000877] [CE 4.279 (4.422)] [KD 4.056 (4.137)] 2024-10-14 20:22:18,040 - Train: 64.14% [802350/1251000] [641.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000877] [CE 4.243 (4.357)] [KD 4.135 (4.062)] 2024-10-14 20:22:25,751 - Train: 64.14% [802400/1251000] [641.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000877] [CE 3.741 (4.381)] [KD 3.574 (4.078)] 2024-10-14 20:22:33,457 - Train: 64.14% [802450/1251000] [641.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000877] [CE 4.066 (4.400)] [KD 3.637 (4.096)] 2024-10-14 20:22:41,415 - Train: 64.15% [802500/1251000] [641.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000876] [CE 4.347 (4.425)] [KD 4.135 (4.113)] 2024-10-14 20:22:49,043 - Train: 64.15% [802550/1251000] [641.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000876] [CE 4.475 (4.420)] [KD 4.048 (4.069)] 2024-10-14 20:22:56,780 - Train: 64.16% [802600/1251000] [641.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000876] [CE 4.470 (4.432)] [KD 3.921 (4.100)] 2024-10-14 20:23:04,392 - Train: 64.16% [802650/1251000] [641.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000876] [CE 4.313 (4.426)] [KD 3.854 (4.082)] 2024-10-14 20:23:12,122 - Train: 64.16% [802700/1251000] [641.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000876] [CE 3.961 (4.415)] [KD 3.828 (4.063)] 2024-10-14 20:23:19,871 - Train: 64.17% [802750/1251000] [641.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000876] [CE 4.387 (4.461)] [KD 4.231 (4.110)] 2024-10-14 20:23:27,447 - Train: 64.17% [802800/1251000] [641.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000875] [CE 4.457 (4.440)] [KD 4.123 (4.124)] 2024-10-14 20:23:35,397 - Train: 64.18% [802850/1251000] [641.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000875] [CE 4.629 (4.405)] [KD 4.353 (4.123)] 2024-10-14 20:23:43,245 - Train: 64.18% [802900/1251000] [641.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000875] [CE 4.380 (4.411)] [KD 4.236 (4.107)] 2024-10-14 20:23:50,926 - Train: 64.18% [802950/1251000] [641.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000875] [CE 4.488 (4.410)] [KD 3.915 (4.114)] 2024-10-14 20:23:58,624 - Train: 64.19% [803000/1251000] [641.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000875] [CE 4.797 (4.461)] [KD 4.427 (4.115)] 2024-10-14 20:24:06,343 - Train: 64.19% [803050/1251000] [641.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000875] [CE 4.322 (4.444)] [KD 4.052 (4.088)] 2024-10-14 20:24:14,106 - Train: 64.20% [803100/1251000] [642.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000874] [CE 4.309 (4.435)] [KD 3.861 (4.076)] 2024-10-14 20:24:26,262 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35746] [top5_cnt 45212] [top_all 50000] 2024-10-14 20:24:26,263 - net: 71.492 (90.424) 2024-10-14 20:24:32,206 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37601] [top5_cnt 46215] [top_all 50000] 2024-10-14 20:24:32,206 - net_E: 75.202 (92.430) 2024-10-14 20:24:32,348 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.226 (epoch: 632)] 2024-10-14 20:24:32,349 - ==> Total time: 1 day, 6:22:15 Eta: 16:56:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:24:35,970 - Train: 64.20% [803150/1251000] [642.0/1000.0] [batch_t 0.150 (0.195)] [data_t 0.003] [optim_t 0.147] [lr 0.000874] [CE 4.053 (4.237)] [KD 3.924 (3.927)] 2024-10-14 20:24:43,715 - Train: 64.20% [803200/1251000] [642.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000874] [CE 4.807 (4.445)] [KD 4.362 (4.043)] 2024-10-14 20:24:51,550 - Train: 64.21% [803250/1251000] [642.1/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000874] [CE 3.815 (4.429)] [KD 3.825 (4.035)] 2024-10-14 20:24:59,520 - Train: 64.21% [803300/1251000] [642.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000874] [CE 4.159 (4.399)] [KD 4.061 (4.058)] 2024-10-14 20:25:07,146 - Train: 64.22% [803350/1251000] [642.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000874] [CE 3.998 (4.310)] [KD 3.809 (4.006)] 2024-10-14 20:25:14,965 - Train: 64.22% [803400/1251000] [642.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000873] [CE 4.417 (4.439)] [KD 3.987 (4.060)] 2024-10-14 20:25:22,743 - Train: 64.22% [803450/1251000] [642.2/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000873] [CE 4.498 (4.375)] [KD 4.067 (4.025)] 2024-10-14 20:25:30,341 - Train: 64.23% [803500/1251000] [642.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000873] [CE 4.552 (4.392)] [KD 4.282 (4.038)] 2024-10-14 20:25:38,708 - Train: 64.23% [803550/1251000] [642.3/1000.0] [batch_t 0.161 (0.167)] [data_t 0.005] [optim_t 0.156] [lr 0.000873] [CE 4.811 (4.378)] [KD 4.325 (4.022)] 2024-10-14 20:25:46,598 - Train: 64.24% [803600/1251000] [642.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000873] [CE 4.695 (4.439)] [KD 4.379 (4.074)] 2024-10-14 20:25:54,342 - Train: 64.24% [803650/1251000] [642.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000873] [CE 4.389 (4.447)] [KD 3.887 (4.130)] 2024-10-14 20:26:02,039 - Train: 64.24% [803700/1251000] [642.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000872] [CE 4.784 (4.443)] [KD 4.195 (4.079)] 2024-10-14 20:26:09,804 - Train: 64.25% [803750/1251000] [642.5/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000872] [CE 4.801 (4.463)] [KD 4.299 (4.060)] 2024-10-14 20:26:17,621 - Train: 64.25% [803800/1251000] [642.5/1000.0] [batch_t 0.277 (0.156)] [data_t 0.004] [optim_t 0.272] [lr 0.000872] [CE 4.278 (4.432)] [KD 3.957 (4.063)] 2024-10-14 20:26:25,552 - Train: 64.26% [803850/1251000] [642.6/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000872] [CE 4.351 (4.436)] [KD 3.916 (4.017)] 2024-10-14 20:26:33,347 - Train: 64.26% [803900/1251000] [642.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000872] [CE 4.416 (4.410)] [KD 3.955 (4.056)] 2024-10-14 20:26:41,123 - Train: 64.26% [803950/1251000] [642.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000872] [CE 4.463 (4.368)] [KD 3.956 (4.009)] 2024-10-14 20:26:48,994 - Train: 64.27% [804000/1251000] [642.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000871] [CE 4.821 (4.433)] [KD 4.186 (4.076)] 2024-10-14 20:26:56,612 - Train: 64.27% [804050/1251000] [642.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000871] [CE 4.607 (4.514)] [KD 4.012 (4.161)] 2024-10-14 20:27:04,477 - Train: 64.28% [804100/1251000] [642.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000871] [CE 4.467 (4.458)] [KD 3.944 (4.125)] 2024-10-14 20:27:12,259 - Train: 64.28% [804150/1251000] [642.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000871] [CE 4.425 (4.376)] [KD 4.045 (4.095)] 2024-10-14 20:27:19,848 - Train: 64.28% [804200/1251000] [642.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000871] [CE 4.257 (4.446)] [KD 4.246 (4.148)] 2024-10-14 20:27:27,409 - Train: 64.29% [804250/1251000] [642.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000871] [CE 4.427 (4.389)] [KD 4.237 (4.068)] 2024-10-14 20:27:35,203 - Train: 64.29% [804300/1251000] [642.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000870] [CE 4.554 (4.458)] [KD 4.011 (4.048)] 2024-10-14 20:27:42,771 - Train: 64.30% [804350/1251000] [643.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000870] [CE 4.297 (4.375)] [KD 3.943 (4.054)] 2024-10-14 20:27:55,382 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35611] [top5_cnt 45156] [top_all 50000] 2024-10-14 20:27:55,382 - net: 71.222 (90.312) 2024-10-14 20:28:01,217 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37627] [top5_cnt 46198] [top_all 50000] 2024-10-14 20:28:01,217 - net_E: 75.254 (92.396) 2024-10-14 20:28:01,386 - Max [top1: 71.584 (epoch: 635)] [top1-ema: 75.254 (epoch: 643)] 2024-10-14 20:28:01,386 - ==> Total time: 1 day, 6:25:44 Eta: 16:53:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:28:11,988 - Train: 64.30% [804400/1251000] [643.0/1000.0] [batch_t 0.158 (0.201)] [data_t 0.003] [optim_t 0.156] [lr 0.000870] [CE 4.694 (4.581)] [KD 4.178 (4.156)] 2024-10-14 20:28:19,775 - Train: 64.30% [804450/1251000] [643.0/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.156] [lr 0.000870] [CE 4.411 (4.461)] [KD 3.940 (4.097)] 2024-10-14 20:28:27,415 - Train: 64.31% [804500/1251000] [643.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000870] [CE 4.758 (4.446)] [KD 4.383 (4.096)] 2024-10-14 20:28:35,162 - Train: 64.31% [804550/1251000] [643.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000870] [CE 3.826 (4.440)] [KD 3.730 (4.087)] 2024-10-14 20:28:42,930 - Train: 64.32% [804600/1251000] [643.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000869] [CE 4.262 (4.449)] [KD 3.857 (4.072)] 2024-10-14 20:28:50,689 - Train: 64.32% [804650/1251000] [643.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000869] [CE 4.214 (4.343)] [KD 3.933 (3.978)] 2024-10-14 20:28:58,599 - Train: 64.32% [804700/1251000] [643.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.000869] [CE 4.242 (4.393)] [KD 4.062 (4.011)] 2024-10-14 20:29:06,435 - Train: 64.33% [804750/1251000] [643.3/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000869] [CE 4.799 (4.472)] [KD 4.400 (4.112)] 2024-10-14 20:29:14,201 - Train: 64.33% [804800/1251000] [643.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000869] [CE 4.061 (4.436)] [KD 3.949 (4.053)] 2024-10-14 20:29:22,040 - Train: 64.34% [804850/1251000] [643.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000869] [CE 4.586 (4.440)] [KD 4.050 (4.097)] 2024-10-14 20:29:29,682 - Train: 64.34% [804900/1251000] [643.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000868] [CE 4.529 (4.431)] [KD 4.085 (4.108)] 2024-10-14 20:29:37,452 - Train: 64.34% [804950/1251000] [643.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000868] [CE 4.648 (4.348)] [KD 4.201 (4.076)] 2024-10-14 20:29:45,232 - Train: 64.35% [805000/1251000] [643.5/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000868] [CE 4.541 (4.442)] [KD 4.210 (4.085)] 2024-10-14 20:29:53,043 - Train: 64.35% [805050/1251000] [643.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000868] [CE 4.343 (4.377)] [KD 4.176 (4.037)] 2024-10-14 20:30:00,800 - Train: 64.36% [805100/1251000] [643.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000868] [CE 4.492 (4.478)] [KD 4.028 (4.039)] 2024-10-14 20:30:08,579 - Train: 64.36% [805150/1251000] [643.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000868] [CE 4.659 (4.450)] [KD 4.400 (4.083)] 2024-10-14 20:30:16,375 - Train: 64.36% [805200/1251000] [643.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000867] [CE 4.971 (4.409)] [KD 4.668 (4.123)] 2024-10-14 20:30:24,208 - Train: 64.37% [805250/1251000] [643.7/1000.0] [batch_t 0.159 (0.157)] [data_t 0.005] [optim_t 0.154] [lr 0.000867] [CE 4.925 (4.467)] [KD 4.225 (4.061)] 2024-10-14 20:30:31,931 - Train: 64.37% [805300/1251000] [643.7/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.000867] [CE 4.529 (4.425)] [KD 4.153 (4.073)] 2024-10-14 20:30:39,516 - Train: 64.38% [805350/1251000] [643.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000867] [CE 4.472 (4.448)] [KD 4.158 (4.116)] 2024-10-14 20:30:47,131 - Train: 64.38% [805400/1251000] [643.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000867] [CE 4.312 (4.432)] [KD 4.050 (4.097)] 2024-10-14 20:30:54,871 - Train: 64.38% [805450/1251000] [643.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000867] [CE 4.189 (4.446)] [KD 3.824 (4.093)] 2024-10-14 20:31:02,775 - Train: 64.39% [805500/1251000] [643.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000866] [CE 4.740 (4.426)] [KD 4.188 (4.087)] 2024-10-14 20:31:10,741 - Train: 64.39% [805550/1251000] [643.9/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000866] [CE 4.479 (4.410)] [KD 4.081 (4.055)] 2024-10-14 20:31:18,553 - Train: 64.40% [805600/1251000] [644.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000866] [CE 4.360 (4.390)] [KD 4.079 (4.060)] 2024-10-14 20:31:31,063 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35885] [top5_cnt 45291] [top_all 50000] 2024-10-14 20:31:31,064 - net: 71.770 (90.582) 2024-10-14 20:31:37,054 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37658] [top5_cnt 46223] [top_all 50000] 2024-10-14 20:31:37,055 - net_E: 75.316 (92.446) 2024-10-14 20:31:37,224 - Max [top1: 71.770 (epoch: 644)] [top1-ema: 75.316 (epoch: 644)] 2024-10-14 20:31:37,224 - ==> Total time: 1 day, 6:29:20 Eta: 16:51:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:31:45,607 - Train: 64.40% [805650/1251000] [644.0/1000.0] [batch_t 0.154 (0.223)] [data_t 0.005] [optim_t 0.149] [lr 0.000866] [CE 4.620 (4.315)] [KD 4.179 (3.946)] 2024-10-14 20:31:53,364 - Train: 64.40% [805700/1251000] [644.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000866] [CE 4.405 (4.397)] [KD 4.030 (3.957)] 2024-10-14 20:32:01,016 - Train: 64.41% [805750/1251000] [644.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000866] [CE 4.255 (4.336)] [KD 3.869 (3.986)] 2024-10-14 20:32:08,914 - Train: 64.41% [805800/1251000] [644.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000865] [CE 4.488 (4.352)] [KD 4.083 (3.966)] 2024-10-14 20:32:16,672 - Train: 64.42% [805850/1251000] [644.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000865] [CE 4.447 (4.389)] [KD 3.812 (4.008)] 2024-10-14 20:32:24,402 - Train: 64.42% [805900/1251000] [644.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000865] [CE 5.151 (4.448)] [KD 4.389 (4.046)] 2024-10-14 20:32:32,359 - Train: 64.42% [805950/1251000] [644.2/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000865] [CE 4.727 (4.416)] [KD 4.397 (4.005)] 2024-10-14 20:32:39,967 - Train: 64.43% [806000/1251000] [644.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000865] [CE 3.617 (4.357)] [KD 3.672 (3.955)] 2024-10-14 20:32:47,869 - Train: 64.43% [806050/1251000] [644.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000865] [CE 4.684 (4.423)] [KD 4.272 (4.022)] 2024-10-14 20:32:56,170 - Train: 64.44% [806100/1251000] [644.4/1000.0] [batch_t 0.153 (0.166)] [data_t 0.004] [optim_t 0.149] [lr 0.000864] [CE 4.261 (4.436)] [KD 3.713 (3.996)] 2024-10-14 20:33:03,995 - Train: 64.44% [806150/1251000] [644.4/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.000864] [CE 4.381 (4.441)] [KD 4.001 (4.067)] 2024-10-14 20:33:11,692 - Train: 64.44% [806200/1251000] [644.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000864] [CE 4.328 (4.460)] [KD 4.090 (4.053)] 2024-10-14 20:33:19,221 - Train: 64.45% [806250/1251000] [644.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000864] [CE 3.860 (4.454)] [KD 4.005 (4.074)] 2024-10-14 20:33:26,770 - Train: 64.45% [806300/1251000] [644.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000864] [CE 4.388 (4.380)] [KD 4.027 (4.048)] 2024-10-14 20:33:34,690 - Train: 64.46% [806350/1251000] [644.6/1000.0] [batch_t 0.275 (0.158)] [data_t 0.004] [optim_t 0.270] [lr 0.000864] [CE 4.478 (4.421)] [KD 4.049 (4.047)] 2024-10-14 20:33:42,426 - Train: 64.46% [806400/1251000] [644.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000863] [CE 4.451 (4.380)] [KD 4.160 (4.030)] 2024-10-14 20:33:50,159 - Train: 64.46% [806450/1251000] [644.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000863] [CE 4.534 (4.408)] [KD 4.082 (4.073)] 2024-10-14 20:33:57,951 - Train: 64.47% [806500/1251000] [644.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000863] [CE 4.206 (4.358)] [KD 4.167 (4.072)] 2024-10-14 20:34:05,674 - Train: 64.47% [806550/1251000] [644.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000863] [CE 4.263 (4.400)] [KD 3.905 (4.038)] 2024-10-14 20:34:13,268 - Train: 64.48% [806600/1251000] [644.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000863] [CE 4.824 (4.399)] [KD 4.257 (4.059)] 2024-10-14 20:34:21,080 - Train: 64.48% [806650/1251000] [644.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000863] [CE 4.898 (4.441)] [KD 4.335 (4.071)] 2024-10-14 20:34:28,765 - Train: 64.48% [806700/1251000] [644.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000862] [CE 4.656 (4.418)] [KD 4.195 (4.092)] 2024-10-14 20:34:36,390 - Train: 64.49% [806750/1251000] [644.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000862] [CE 4.212 (4.437)] [KD 4.062 (4.137)] 2024-10-14 20:34:44,251 - Train: 64.49% [806800/1251000] [644.9/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000862] [CE 4.069 (4.409)] [KD 3.946 (4.117)] 2024-10-14 20:34:51,840 - Train: 64.50% [806850/1251000] [645.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000862] [CE 4.347 (4.395)] [KD 4.028 (4.087)] 2024-10-14 20:35:04,446 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.110)] [top1_cnt 35571] [top5_cnt 45066] [top_all 50000] 2024-10-14 20:35:04,446 - net: 71.142 (90.132) 2024-10-14 20:35:10,210 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37660] [top5_cnt 46237] [top_all 50000] 2024-10-14 20:35:10,210 - net_E: 75.320 (92.474) 2024-10-14 20:35:10,368 - Max [top1: 71.770 (epoch: 644)] [top1-ema: 75.320 (epoch: 645)] 2024-10-14 20:35:10,368 - ==> Total time: 1 day, 6:32:53 Eta: 16:48:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:35:20,998 - Train: 64.50% [806900/1251000] [645.0/1000.0] [batch_t 0.151 (0.298)] [data_t 0.003] [optim_t 0.148] [lr 0.000862] [CE 3.819 (4.384)] [KD 3.540 (3.939)] 2024-10-14 20:35:28,801 - Train: 64.50% [806950/1251000] [645.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000862] [CE 4.123 (4.361)] [KD 3.886 (4.014)] 2024-10-14 20:35:36,586 - Train: 64.51% [807000/1251000] [645.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000861] [CE 4.140 (4.437)] [KD 3.893 (4.024)] 2024-10-14 20:35:44,161 - Train: 64.51% [807050/1251000] [645.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000861] [CE 4.440 (4.380)] [KD 4.210 (4.042)] 2024-10-14 20:35:51,745 - Train: 64.52% [807100/1251000] [645.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000861] [CE 4.811 (4.485)] [KD 4.366 (4.062)] 2024-10-14 20:35:59,474 - Train: 64.52% [807150/1251000] [645.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000861] [CE 4.260 (4.439)] [KD 4.075 (4.062)] 2024-10-14 20:36:07,273 - Train: 64.52% [807200/1251000] [645.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000861] [CE 4.379 (4.416)] [KD 4.017 (4.019)] 2024-10-14 20:36:14,986 - Train: 64.53% [807250/1251000] [645.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000861] [CE 4.549 (4.451)] [KD 3.928 (4.019)] 2024-10-14 20:36:22,581 - Train: 64.53% [807300/1251000] [645.3/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000860] [CE 3.965 (4.441)] [KD 3.588 (4.053)] 2024-10-14 20:36:30,514 - Train: 64.54% [807350/1251000] [645.4/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000860] [CE 4.525 (4.361)] [KD 3.949 (4.050)] 2024-10-14 20:36:38,450 - Train: 64.54% [807400/1251000] [645.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000860] [CE 4.108 (4.408)] [KD 3.959 (4.083)] 2024-10-14 20:36:46,050 - Train: 64.54% [807450/1251000] [645.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000860] [CE 4.350 (4.413)] [KD 3.980 (4.039)] 2024-10-14 20:36:53,652 - Train: 64.55% [807500/1251000] [645.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000860] [CE 4.461 (4.386)] [KD 4.035 (4.018)] 2024-10-14 20:37:01,270 - Train: 64.55% [807550/1251000] [645.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000860] [CE 4.335 (4.386)] [KD 4.122 (4.013)] 2024-10-14 20:37:09,074 - Train: 64.56% [807600/1251000] [645.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000859] [CE 4.473 (4.430)] [KD 4.024 (4.072)] 2024-10-14 20:37:16,903 - Train: 64.56% [807650/1251000] [645.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000859] [CE 4.602 (4.475)] [KD 4.136 (4.123)] 2024-10-14 20:37:24,610 - Train: 64.56% [807700/1251000] [645.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000859] [CE 4.137 (4.415)] [KD 4.125 (4.129)] 2024-10-14 20:37:32,427 - Train: 64.57% [807750/1251000] [645.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000859] [CE 4.375 (4.483)] [KD 4.049 (4.112)] 2024-10-14 20:37:40,120 - Train: 64.57% [807800/1251000] [645.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000859] [CE 4.636 (4.367)] [KD 4.251 (4.063)] 2024-10-14 20:37:47,840 - Train: 64.58% [807850/1251000] [645.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000858] [CE 4.567 (4.405)] [KD 3.986 (4.058)] 2024-10-14 20:37:55,424 - Train: 64.58% [807900/1251000] [645.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000858] [CE 4.398 (4.370)] [KD 4.027 (4.046)] 2024-10-14 20:38:03,167 - Train: 64.58% [807950/1251000] [645.8/1000.0] [batch_t 0.164 (0.155)] [data_t 0.003] [optim_t 0.161] [lr 0.000858] [CE 4.258 (4.416)] [KD 3.832 (4.122)] 2024-10-14 20:38:10,990 - Train: 64.59% [808000/1251000] [645.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000858] [CE 4.670 (4.378)] [KD 4.260 (4.045)] 2024-10-14 20:38:18,699 - Train: 64.59% [808050/1251000] [645.9/1000.0] [batch_t 0.266 (0.154)] [data_t 0.004] [optim_t 0.262] [lr 0.000858] [CE 3.990 (4.431)] [KD 3.868 (4.073)] 2024-10-14 20:38:26,273 - Train: 64.60% [808100/1251000] [646.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000858] [CE 4.774 (4.352)] [KD 4.288 (4.058)] 2024-10-14 20:38:38,872 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35619] [top5_cnt 45116] [top_all 50000] 2024-10-14 20:38:38,872 - net: 71.238 (90.232) 2024-10-14 20:38:44,729 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37637] [top5_cnt 46244] [top_all 50000] 2024-10-14 20:38:44,730 - net_E: 75.274 (92.488) 2024-10-14 20:38:44,864 - Max [top1: 71.770 (epoch: 644)] [top1-ema: 75.320 (epoch: 645)] 2024-10-14 20:38:44,865 - ==> Total time: 1 day, 6:36:28 Eta: 16:46:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:38:47,858 - Train: 64.60% [808150/1251000] [646.0/1000.0] [batch_t 0.149 (0.263)] [data_t 0.003] [optim_t 0.146] [lr 0.000857] [CE 4.754 (4.459)] [KD 3.887 (4.058)] 2024-10-14 20:38:55,877 - Train: 64.60% [808200/1251000] [646.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000857] [CE 4.293 (4.364)] [KD 4.106 (4.008)] 2024-10-14 20:39:03,611 - Train: 64.61% [808250/1251000] [646.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000857] [CE 4.477 (4.405)] [KD 4.068 (4.049)] 2024-10-14 20:39:11,195 - Train: 64.61% [808300/1251000] [646.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000857] [CE 5.218 (4.436)] [KD 4.368 (4.043)] 2024-10-14 20:39:18,888 - Train: 64.62% [808350/1251000] [646.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000857] [CE 4.624 (4.455)] [KD 4.046 (4.033)] 2024-10-14 20:39:26,746 - Train: 64.62% [808400/1251000] [646.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000857] [CE 3.620 (4.381)] [KD 3.450 (4.000)] 2024-10-14 20:39:34,393 - Train: 64.62% [808450/1251000] [646.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000856] [CE 4.020 (4.362)] [KD 3.830 (4.025)] 2024-10-14 20:39:42,059 - Train: 64.63% [808500/1251000] [646.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000856] [CE 4.209 (4.398)] [KD 3.904 (4.025)] 2024-10-14 20:39:49,742 - Train: 64.63% [808550/1251000] [646.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000856] [CE 4.603 (4.413)] [KD 4.250 (4.122)] 2024-10-14 20:39:57,552 - Train: 64.64% [808600/1251000] [646.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000856] [CE 4.603 (4.362)] [KD 4.311 (4.016)] 2024-10-14 20:40:05,145 - Train: 64.64% [808650/1251000] [646.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000856] [CE 4.555 (4.421)] [KD 4.125 (4.046)] 2024-10-14 20:40:12,887 - Train: 64.64% [808700/1251000] [646.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000856] [CE 4.421 (4.411)] [KD 3.967 (4.029)] 2024-10-14 20:40:20,748 - Train: 64.65% [808750/1251000] [646.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000855] [CE 4.726 (4.487)] [KD 4.028 (4.110)] 2024-10-14 20:40:28,583 - Train: 64.65% [808800/1251000] [646.5/1000.0] [batch_t 0.158 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000855] [CE 4.868 (4.421)] [KD 4.156 (4.025)] 2024-10-14 20:40:36,316 - Train: 64.66% [808850/1251000] [646.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000855] [CE 4.418 (4.371)] [KD 4.012 (4.014)] 2024-10-14 20:40:43,914 - Train: 64.66% [808900/1251000] [646.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000855] [CE 4.420 (4.479)] [KD 4.384 (4.058)] 2024-10-14 20:40:51,541 - Train: 64.66% [808950/1251000] [646.6/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000855] [CE 4.746 (4.438)] [KD 4.494 (4.080)] 2024-10-14 20:40:59,356 - Train: 64.67% [809000/1251000] [646.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000855] [CE 4.658 (4.388)] [KD 4.321 (4.063)] 2024-10-14 20:41:07,078 - Train: 64.67% [809050/1251000] [646.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000854] [CE 4.694 (4.444)] [KD 4.278 (4.106)] 2024-10-14 20:41:14,873 - Train: 64.68% [809100/1251000] [646.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000854] [CE 4.766 (4.399)] [KD 4.360 (4.073)] 2024-10-14 20:41:22,428 - Train: 64.68% [809150/1251000] [646.8/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000854] [CE 4.280 (4.449)] [KD 3.994 (4.051)] 2024-10-14 20:41:30,252 - Train: 64.68% [809200/1251000] [646.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000854] [CE 3.775 (4.373)] [KD 3.685 (4.025)] 2024-10-14 20:41:37,972 - Train: 64.69% [809250/1251000] [646.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000854] [CE 4.590 (4.460)] [KD 4.167 (4.057)] 2024-10-14 20:41:45,520 - Train: 64.69% [809300/1251000] [646.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000854] [CE 4.774 (4.388)] [KD 4.253 (4.049)] 2024-10-14 20:41:53,199 - Train: 64.70% [809350/1251000] [647.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000853] [CE 4.667 (4.472)] [KD 4.247 (4.046)] 2024-10-14 20:42:06,219 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 35921] [top5_cnt 45212] [top_all 50000] 2024-10-14 20:42:06,219 - net: 71.842 (90.424) 2024-10-14 20:42:12,064 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37651] [top5_cnt 46244] [top_all 50000] 2024-10-14 20:42:12,065 - net_E: 75.302 (92.488) 2024-10-14 20:42:12,195 - Max [top1: 71.842 (epoch: 647)] [top1-ema: 75.320 (epoch: 645)] 2024-10-14 20:42:12,196 - ==> Total time: 1 day, 6:39:55 Eta: 16:43:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:42:18,930 - Train: 64.70% [809400/1251000] [647.0/1000.0] [batch_t 0.148 (0.309)] [data_t 0.003] [optim_t 0.146] [lr 0.000853] [CE 4.397 (4.594)] [KD 4.004 (4.149)] 2024-10-14 20:42:26,461 - Train: 64.70% [809450/1251000] [647.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000853] [CE 4.316 (4.393)] [KD 3.858 (4.009)] 2024-10-14 20:42:34,059 - Train: 64.71% [809500/1251000] [647.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000853] [CE 4.339 (4.402)] [KD 3.872 (4.054)] 2024-10-14 20:42:41,692 - Train: 64.71% [809550/1251000] [647.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000853] [CE 4.408 (4.420)] [KD 4.050 (4.002)] 2024-10-14 20:42:49,656 - Train: 64.72% [809600/1251000] [647.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000853] [CE 4.603 (4.510)] [KD 4.037 (4.097)] 2024-10-14 20:42:57,471 - Train: 64.72% [809650/1251000] [647.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000852] [CE 4.692 (4.420)] [KD 4.109 (4.042)] 2024-10-14 20:43:05,077 - Train: 64.72% [809700/1251000] [647.2/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000852] [CE 4.363 (4.332)] [KD 3.961 (4.037)] 2024-10-14 20:43:12,676 - Train: 64.73% [809750/1251000] [647.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.002] [optim_t 0.148] [lr 0.000852] [CE 4.812 (4.422)] [KD 4.339 (4.072)] 2024-10-14 20:43:20,366 - Train: 64.73% [809800/1251000] [647.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000852] [CE 4.024 (4.405)] [KD 3.831 (4.078)] 2024-10-14 20:43:28,190 - Train: 64.74% [809850/1251000] [647.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000852] [CE 4.186 (4.362)] [KD 3.687 (4.015)] 2024-10-14 20:43:35,784 - Train: 64.74% [809900/1251000] [647.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000852] [CE 3.974 (4.397)] [KD 4.156 (4.029)] 2024-10-14 20:43:43,431 - Train: 64.74% [809950/1251000] [647.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000851] [CE 4.578 (4.488)] [KD 4.393 (4.070)] 2024-10-14 20:43:51,090 - Train: 64.75% [810000/1251000] [647.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000851] [CE 4.302 (4.448)] [KD 4.048 (4.067)] 2024-10-14 20:43:58,983 - Train: 64.75% [810050/1251000] [647.5/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000851] [CE 4.155 (4.363)] [KD 3.848 (4.018)] 2024-10-14 20:44:06,712 - Train: 64.76% [810100/1251000] [647.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000851] [CE 4.579 (4.397)] [KD 4.156 (4.025)] 2024-10-14 20:44:14,377 - Train: 64.76% [810150/1251000] [647.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000851] [CE 4.217 (4.368)] [KD 3.739 (3.974)] 2024-10-14 20:44:21,924 - Train: 64.76% [810200/1251000] [647.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000851] [CE 4.065 (4.438)] [KD 3.744 (3.999)] 2024-10-14 20:44:29,727 - Train: 64.77% [810250/1251000] [647.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000850] [CE 4.487 (4.448)] [KD 4.081 (4.132)] 2024-10-14 20:44:37,243 - Train: 64.77% [810300/1251000] [647.7/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000850] [CE 4.338 (4.429)] [KD 4.091 (4.091)] 2024-10-14 20:44:45,040 - Train: 64.78% [810350/1251000] [647.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000850] [CE 4.410 (4.373)] [KD 4.258 (4.079)] 2024-10-14 20:44:52,694 - Train: 64.78% [810400/1251000] [647.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000850] [CE 4.169 (4.389)] [KD 3.774 (4.099)] 2024-10-14 20:45:00,479 - Train: 64.78% [810450/1251000] [647.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000850] [CE 4.518 (4.426)] [KD 4.008 (4.048)] 2024-10-14 20:45:08,287 - Train: 64.79% [810500/1251000] [647.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000850] [CE 4.910 (4.471)] [KD 4.296 (4.078)] 2024-10-14 20:45:15,802 - Train: 64.79% [810550/1251000] [647.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000849] [CE 4.677 (4.384)] [KD 4.307 (4.060)] 2024-10-14 20:45:23,361 - Train: 64.80% [810600/1251000] [648.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000849] [CE 4.125 (4.438)] [KD 3.960 (4.046)] 2024-10-14 20:45:36,523 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35598] [top5_cnt 45117] [top_all 50000] 2024-10-14 20:45:36,524 - net: 71.196 (90.234) 2024-10-14 20:45:42,451 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37677] [top5_cnt 46228] [top_all 50000] 2024-10-14 20:45:42,451 - net_E: 75.354 (92.456) 2024-10-14 20:45:42,609 - Max [top1: 71.842 (epoch: 647)] [top1-ema: 75.354 (epoch: 648)] 2024-10-14 20:45:42,610 - ==> Total time: 1 day, 6:43:25 Eta: 16:41:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:45:52,334 - Train: 64.80% [810650/1251000] [648.0/1000.0] [batch_t 0.153 (0.363)] [data_t 0.003] [optim_t 0.150] [lr 0.000849] [CE 4.845 (4.674)] [KD 4.373 (4.243)] 2024-10-14 20:46:00,187 - Train: 64.80% [810700/1251000] [648.0/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000849] [CE 4.789 (4.389)] [KD 4.231 (4.007)] 2024-10-14 20:46:07,959 - Train: 64.81% [810750/1251000] [648.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000849] [CE 4.125 (4.402)] [KD 3.966 (4.016)] 2024-10-14 20:46:15,541 - Train: 64.81% [810800/1251000] [648.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000849] [CE 4.821 (4.460)] [KD 4.085 (4.022)] 2024-10-14 20:46:23,420 - Train: 64.82% [810850/1251000] [648.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.006] [optim_t 0.148] [lr 0.000848] [CE 4.339 (4.319)] [KD 3.885 (3.988)] 2024-10-14 20:46:31,104 - Train: 64.82% [810900/1251000] [648.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000848] [CE 4.213 (4.457)] [KD 4.130 (4.073)] 2024-10-14 20:46:38,925 - Train: 64.82% [810950/1251000] [648.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000848] [CE 4.475 (4.427)] [KD 4.362 (4.056)] 2024-10-14 20:46:46,593 - Train: 64.83% [811000/1251000] [648.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000848] [CE 4.548 (4.363)] [KD 4.190 (4.022)] 2024-10-14 20:46:54,237 - Train: 64.83% [811050/1251000] [648.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000848] [CE 4.496 (4.463)] [KD 4.064 (4.077)] 2024-10-14 20:47:01,979 - Train: 64.84% [811100/1251000] [648.4/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000848] [CE 4.158 (4.359)] [KD 3.880 (3.995)] 2024-10-14 20:47:09,721 - Train: 64.84% [811150/1251000] [648.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000847] [CE 4.299 (4.432)] [KD 3.936 (4.074)] 2024-10-14 20:47:17,768 - Train: 64.84% [811200/1251000] [648.4/1000.0] [batch_t 0.154 (0.161)] [data_t 0.006] [optim_t 0.148] [lr 0.000847] [CE 4.804 (4.415)] [KD 4.412 (4.022)] 2024-10-14 20:47:25,786 - Train: 64.85% [811250/1251000] [648.5/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000847] [CE 4.533 (4.429)] [KD 4.018 (4.084)] 2024-10-14 20:47:33,383 - Train: 64.85% [811300/1251000] [648.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000847] [CE 4.719 (4.417)] [KD 4.294 (4.058)] 2024-10-14 20:47:40,949 - Train: 64.86% [811350/1251000] [648.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000847] [CE 4.422 (4.450)] [KD 4.067 (4.074)] 2024-10-14 20:47:48,558 - Train: 64.86% [811400/1251000] [648.6/1000.0] [batch_t 0.162 (0.152)] [data_t 0.004] [optim_t 0.158] [lr 0.000847] [CE 4.457 (4.417)] [KD 3.955 (4.024)] 2024-10-14 20:47:56,315 - Train: 64.86% [811450/1251000] [648.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000846] [CE 4.089 (4.432)] [KD 4.088 (4.070)] 2024-10-14 20:48:04,139 - Train: 64.87% [811500/1251000] [648.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000846] [CE 4.503 (4.508)] [KD 4.082 (4.078)] 2024-10-14 20:48:11,971 - Train: 64.87% [811550/1251000] [648.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000846] [CE 3.887 (4.336)] [KD 3.924 (4.051)] 2024-10-14 20:48:19,676 - Train: 64.88% [811600/1251000] [648.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000846] [CE 4.128 (4.404)] [KD 3.937 (4.069)] 2024-10-14 20:48:27,346 - Train: 64.88% [811650/1251000] [648.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000846] [CE 4.140 (4.448)] [KD 3.697 (4.107)] 2024-10-14 20:48:35,045 - Train: 64.88% [811700/1251000] [648.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000846] [CE 4.794 (4.382)] [KD 4.207 (3.996)] 2024-10-14 20:48:42,573 - Train: 64.89% [811750/1251000] [648.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000845] [CE 4.622 (4.402)] [KD 4.207 (4.015)] 2024-10-14 20:48:50,444 - Train: 64.89% [811800/1251000] [648.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000845] [CE 4.436 (4.422)] [KD 4.153 (4.008)] 2024-10-14 20:48:58,134 - Train: 64.90% [811850/1251000] [649.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000845] [CE 4.233 (4.422)] [KD 3.866 (4.024)] 2024-10-14 20:49:11,257 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 36004] [top5_cnt 45264] [top_all 50000] 2024-10-14 20:49:11,258 - net: 72.008 (90.528) 2024-10-14 20:49:17,073 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37671] [top5_cnt 46202] [top_all 50000] 2024-10-14 20:49:17,073 - net_E: 75.342 (92.404) 2024-10-14 20:49:17,194 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.354 (epoch: 648)] 2024-10-14 20:49:17,195 - ==> Total time: 1 day, 6:47:00 Eta: 16:38:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:49:25,227 - Train: 64.90% [811900/1251000] [649.0/1000.0] [batch_t 0.538 (0.538)] [data_t 0.373] [optim_t 0.164] [lr 0.000845] [CE 3.795 (3.795)] [KD 3.819 (3.819)] 2024-10-14 20:49:32,811 - Train: 64.90% [811950/1251000] [649.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000845] [CE 4.094 (4.356)] [KD 3.563 (3.980)] 2024-10-14 20:49:40,531 - Train: 64.91% [812000/1251000] [649.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000845] [CE 4.789 (4.377)] [KD 4.423 (3.988)] 2024-10-14 20:49:48,400 - Train: 64.91% [812050/1251000] [649.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000844] [CE 4.001 (4.412)] [KD 3.783 (3.970)] 2024-10-14 20:49:56,115 - Train: 64.92% [812100/1251000] [649.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000844] [CE 4.422 (4.434)] [KD 3.910 (4.053)] 2024-10-14 20:50:03,861 - Train: 64.92% [812150/1251000] [649.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000844] [CE 3.956 (4.401)] [KD 4.044 (4.063)] 2024-10-14 20:50:11,599 - Train: 64.92% [812200/1251000] [649.2/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000844] [CE 4.275 (4.418)] [KD 3.953 (3.980)] 2024-10-14 20:50:19,332 - Train: 64.93% [812250/1251000] [649.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000844] [CE 4.594 (4.387)] [KD 4.244 (4.012)] 2024-10-14 20:50:27,015 - Train: 64.93% [812300/1251000] [649.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000844] [CE 4.627 (4.384)] [KD 4.036 (4.068)] 2024-10-14 20:50:34,694 - Train: 64.94% [812350/1251000] [649.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000843] [CE 4.217 (4.413)] [KD 3.915 (4.040)] 2024-10-14 20:50:42,273 - Train: 64.94% [812400/1251000] [649.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000843] [CE 4.752 (4.418)] [KD 4.178 (4.025)] 2024-10-14 20:50:49,834 - Train: 64.94% [812450/1251000] [649.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000843] [CE 4.624 (4.379)] [KD 4.259 (4.054)] 2024-10-14 20:50:57,605 - Train: 64.95% [812500/1251000] [649.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000843] [CE 4.418 (4.457)] [KD 4.344 (4.111)] 2024-10-14 20:51:05,355 - Train: 64.95% [812550/1251000] [649.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000843] [CE 4.562 (4.426)] [KD 4.174 (4.078)] 2024-10-14 20:51:13,346 - Train: 64.96% [812600/1251000] [649.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000843] [CE 3.906 (4.385)] [KD 3.776 (4.047)] 2024-10-14 20:51:21,098 - Train: 64.96% [812650/1251000] [649.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000842] [CE 4.489 (4.441)] [KD 4.162 (4.059)] 2024-10-14 20:51:28,842 - Train: 64.96% [812700/1251000] [649.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.006] [optim_t 0.149] [lr 0.000842] [CE 4.391 (4.349)] [KD 4.003 (3.987)] 2024-10-14 20:51:36,410 - Train: 64.97% [812750/1251000] [649.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000842] [CE 4.444 (4.421)] [KD 3.986 (4.001)] 2024-10-14 20:51:43,969 - Train: 64.97% [812800/1251000] [649.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000842] [CE 5.005 (4.371)] [KD 4.237 (4.018)] 2024-10-14 20:51:51,527 - Train: 64.98% [812850/1251000] [649.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000842] [CE 4.014 (4.381)] [KD 3.707 (4.014)] 2024-10-14 20:51:59,599 - Train: 64.98% [812900/1251000] [649.8/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000842] [CE 4.297 (4.394)] [KD 3.991 (4.059)] 2024-10-14 20:52:07,157 - Train: 64.98% [812950/1251000] [649.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000841] [CE 4.297 (4.412)] [KD 3.943 (3.995)] 2024-10-14 20:52:14,860 - Train: 64.99% [813000/1251000] [649.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000841] [CE 4.883 (4.415)] [KD 4.387 (4.005)] 2024-10-14 20:52:22,551 - Train: 64.99% [813050/1251000] [649.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000841] [CE 3.936 (4.384)] [KD 4.157 (4.108)] 2024-10-14 20:52:30,221 - Train: 65.00% [813100/1251000] [650.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000841] [CE 4.282 (4.486)] [KD 3.797 (4.052)] 2024-10-14 20:52:37,762 - Train: 65.00% [813150/1251000] [650.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.006] [optim_t 0.137] [lr 0.000841] [CE 4.520 (4.422)] [KD 4.138 (4.036)] 2024-10-14 20:52:43,452 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35726] [top5_cnt 45105] [top_all 50000] 2024-10-14 20:52:43,453 - net: 71.452 (90.210) 2024-10-14 20:52:49,371 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 37686] [top5_cnt 46192] [top_all 50000] 2024-10-14 20:52:49,372 - net_E: 75.372 (92.384) 2024-10-14 20:52:49,515 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.372 (epoch: 650)] 2024-10-14 20:52:49,515 - ==> Total time: 1 day, 6:50:32 Eta: 16:36:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:53:03,404 - Train: 65.00% [813200/1251000] [650.0/1000.0] [batch_t 0.159 (0.167)] [data_t 0.003] [optim_t 0.156] [lr 0.000841] [CE 4.448 (4.446)] [KD 4.068 (4.018)] 2024-10-14 20:53:10,953 - Train: 65.01% [813250/1251000] [650.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000840] [CE 4.508 (4.460)] [KD 4.280 (4.051)] 2024-10-14 20:53:18,530 - Train: 65.01% [813300/1251000] [650.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000840] [CE 4.625 (4.425)] [KD 3.917 (3.996)] 2024-10-14 20:53:26,452 - Train: 65.02% [813350/1251000] [650.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000840] [CE 3.731 (4.386)] [KD 3.619 (3.972)] 2024-10-14 20:53:33,977 - Train: 65.02% [813400/1251000] [650.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000840] [CE 4.868 (4.425)] [KD 4.325 (4.057)] 2024-10-14 20:53:41,676 - Train: 65.02% [813450/1251000] [650.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000840] [CE 4.327 (4.454)] [KD 3.548 (4.027)] 2024-10-14 20:53:49,219 - Train: 65.03% [813500/1251000] [650.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000840] [CE 4.193 (4.447)] [KD 3.865 (4.065)] 2024-10-14 20:53:57,095 - Train: 65.03% [813550/1251000] [650.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000839] [CE 4.348 (4.406)] [KD 4.015 (4.041)] 2024-10-14 20:54:04,838 - Train: 65.04% [813600/1251000] [650.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000839] [CE 4.230 (4.386)] [KD 3.968 (3.996)] 2024-10-14 20:54:12,579 - Train: 65.04% [813650/1251000] [650.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000839] [CE 3.991 (4.445)] [KD 3.906 (4.029)] 2024-10-14 20:54:20,117 - Train: 65.04% [813700/1251000] [650.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000839] [CE 4.108 (4.357)] [KD 3.945 (4.069)] 2024-10-14 20:54:27,839 - Train: 65.05% [813750/1251000] [650.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000839] [CE 4.219 (4.435)] [KD 3.671 (4.058)] 2024-10-14 20:54:35,502 - Train: 65.05% [813800/1251000] [650.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000839] [CE 4.920 (4.408)] [KD 4.107 (4.011)] 2024-10-14 20:54:43,156 - Train: 65.06% [813850/1251000] [650.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000839] [CE 4.201 (4.362)] [KD 3.805 (4.016)] 2024-10-14 20:54:50,718 - Train: 65.06% [813900/1251000] [650.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000838] [CE 4.450 (4.489)] [KD 4.036 (4.044)] 2024-10-14 20:54:58,557 - Train: 65.06% [813950/1251000] [650.6/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000838] [CE 4.270 (4.457)] [KD 3.749 (4.043)] 2024-10-14 20:55:06,143 - Train: 65.07% [814000/1251000] [650.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000838] [CE 4.170 (4.383)] [KD 3.937 (3.992)] 2024-10-14 20:55:13,925 - Train: 65.07% [814050/1251000] [650.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000838] [CE 4.208 (4.437)] [KD 3.801 (4.037)] 2024-10-14 20:55:21,412 - Train: 65.08% [814100/1251000] [650.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000838] [CE 4.181 (4.410)] [KD 3.975 (4.015)] 2024-10-14 20:55:29,008 - Train: 65.08% [814150/1251000] [650.8/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000838] [CE 4.572 (4.477)] [KD 4.155 (4.096)] 2024-10-14 20:55:36,718 - Train: 65.08% [814200/1251000] [650.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000837] [CE 4.298 (4.487)] [KD 3.953 (4.076)] 2024-10-14 20:55:44,235 - Train: 65.09% [814250/1251000] [650.9/1000.0] [batch_t 0.156 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.000837] [CE 4.100 (4.516)] [KD 4.099 (4.158)] 2024-10-14 20:55:51,890 - Train: 65.09% [814300/1251000] [650.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000837] [CE 4.657 (4.402)] [KD 4.196 (4.035)] 2024-10-14 20:55:59,677 - Train: 65.10% [814350/1251000] [651.0/1000.0] [batch_t 0.144 (0.156)] [data_t 0.003] [optim_t 0.141] [lr 0.000837] [CE 4.516 (4.419)] [KD 3.949 (4.057)] 2024-10-14 20:56:07,368 - Train: 65.10% [814400/1251000] [651.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.002] [optim_t 0.141] [lr 0.000837] [CE 4.748 (4.426)] [KD 4.214 (4.044)] 2024-10-14 20:56:13,302 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 35745] [top5_cnt 45208] [top_all 50000] 2024-10-14 20:56:13,302 - net: 71.490 (90.416) 2024-10-14 20:56:19,060 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37710] [top5_cnt 46208] [top_all 50000] 2024-10-14 20:56:19,061 - net_E: 75.420 (92.416) 2024-10-14 20:56:19,209 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.420 (epoch: 651)] 2024-10-14 20:56:19,209 - ==> Total time: 1 day, 6:54:02 Eta: 16:33:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 20:56:34,426 - Train: 65.10% [814450/1251000] [651.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000837] [CE 4.031 (4.346)] [KD 3.893 (4.000)] 2024-10-14 20:56:42,144 - Train: 65.11% [814500/1251000] [651.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000836] [CE 4.657 (4.400)] [KD 3.952 (3.966)] 2024-10-14 20:56:50,099 - Train: 65.11% [814550/1251000] [651.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000836] [CE 4.718 (4.382)] [KD 4.215 (3.986)] 2024-10-14 20:56:57,689 - Train: 65.12% [814600/1251000] [651.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000836] [CE 4.995 (4.457)] [KD 4.285 (4.012)] 2024-10-14 20:57:05,398 - Train: 65.12% [814650/1251000] [651.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000836] [CE 4.340 (4.424)] [KD 3.886 (4.001)] 2024-10-14 20:57:13,255 - Train: 65.12% [814700/1251000] [651.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000836] [CE 4.671 (4.392)] [KD 4.006 (3.989)] 2024-10-14 20:57:20,935 - Train: 65.13% [814750/1251000] [651.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000836] [CE 3.695 (4.346)] [KD 3.826 (3.952)] 2024-10-14 20:57:28,466 - Train: 65.13% [814800/1251000] [651.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000835] [CE 4.752 (4.388)] [KD 4.366 (4.019)] 2024-10-14 20:57:36,352 - Train: 65.14% [814850/1251000] [651.4/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.000835] [CE 4.525 (4.417)] [KD 4.029 (4.048)] 2024-10-14 20:57:43,975 - Train: 65.14% [814900/1251000] [651.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000835] [CE 4.730 (4.413)] [KD 4.103 (4.014)] 2024-10-14 20:57:51,669 - Train: 65.14% [814950/1251000] [651.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000835] [CE 4.316 (4.436)] [KD 3.775 (4.046)] 2024-10-14 20:57:59,264 - Train: 65.15% [815000/1251000] [651.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000835] [CE 4.134 (4.369)] [KD 3.766 (3.945)] 2024-10-14 20:58:06,955 - Train: 65.15% [815050/1251000] [651.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000835] [CE 4.350 (4.370)] [KD 4.240 (4.024)] 2024-10-14 20:58:14,652 - Train: 65.16% [815100/1251000] [651.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000834] [CE 4.163 (4.408)] [KD 3.921 (4.034)] 2024-10-14 20:58:22,660 - Train: 65.16% [815150/1251000] [651.6/1000.0] [batch_t 0.148 (0.160)] [data_t 0.003] [optim_t 0.145] [lr 0.000834] [CE 4.406 (4.396)] [KD 3.933 (4.027)] 2024-10-14 20:58:30,299 - Train: 65.16% [815200/1251000] [651.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000834] [CE 4.209 (4.420)] [KD 3.917 (4.025)] 2024-10-14 20:58:37,920 - Train: 65.17% [815250/1251000] [651.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000834] [CE 4.440 (4.408)] [KD 4.298 (4.035)] 2024-10-14 20:58:45,428 - Train: 65.17% [815300/1251000] [651.7/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000834] [CE 4.074 (4.442)] [KD 3.788 (4.047)] 2024-10-14 20:58:52,992 - Train: 65.18% [815350/1251000] [651.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000834] [CE 4.672 (4.438)] [KD 3.982 (3.993)] 2024-10-14 20:59:00,653 - Train: 65.18% [815400/1251000] [651.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000833] [CE 3.956 (4.325)] [KD 3.983 (3.989)] 2024-10-14 20:59:08,400 - Train: 65.18% [815450/1251000] [651.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000833] [CE 4.325 (4.423)] [KD 4.123 (4.004)] 2024-10-14 20:59:16,038 - Train: 65.19% [815500/1251000] [651.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000833] [CE 4.230 (4.351)] [KD 3.866 (3.983)] 2024-10-14 20:59:23,890 - Train: 65.19% [815550/1251000] [651.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000833] [CE 3.960 (4.412)] [KD 3.841 (4.013)] 2024-10-14 20:59:31,717 - Train: 65.20% [815600/1251000] [652.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000833] [CE 4.651 (4.351)] [KD 4.261 (4.018)] 2024-10-14 20:59:39,156 - Train: 65.20% [815650/1251000] [652.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.005] [optim_t 0.137] [lr 0.000833] [CE 5.089 (4.492)] [KD 4.337 (4.038)] 2024-10-14 20:59:45,169 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 35886] [top5_cnt 45236] [top_all 50000] 2024-10-14 20:59:45,169 - net: 71.772 (90.472) 2024-10-14 20:59:51,018 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37689] [top5_cnt 46217] [top_all 50000] 2024-10-14 20:59:51,018 - net_E: 75.378 (92.434) 2024-10-14 20:59:51,171 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.420 (epoch: 651)] 2024-10-14 20:59:51,171 - ==> Total time: 1 day, 6:57:34 Eta: 16:31:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:00:00,648 - Train: 65.20% [815700/1251000] [652.0/1000.0] [batch_t 0.150 (0.165)] [data_t 0.005] [optim_t 0.145] [lr 0.000832] [CE 4.123 (4.413)] [KD 3.970 (3.981)] 2024-10-14 21:00:08,387 - Train: 65.21% [815750/1251000] [652.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000832] [CE 4.581 (4.450)] [KD 3.977 (4.018)] 2024-10-14 21:00:15,940 - Train: 65.21% [815800/1251000] [652.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000832] [CE 4.292 (4.462)] [KD 4.142 (4.045)] 2024-10-14 21:00:23,741 - Train: 65.22% [815850/1251000] [652.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000832] [CE 4.547 (4.374)] [KD 3.949 (3.961)] 2024-10-14 21:00:31,611 - Train: 65.22% [815900/1251000] [652.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000832] [CE 4.946 (4.410)] [KD 4.309 (3.991)] 2024-10-14 21:00:39,189 - Train: 65.22% [815950/1251000] [652.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000832] [CE 4.457 (4.398)] [KD 4.102 (3.964)] 2024-10-14 21:00:46,841 - Train: 65.23% [816000/1251000] [652.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000831] [CE 4.635 (4.446)] [KD 4.310 (4.059)] 2024-10-14 21:00:54,498 - Train: 65.23% [816050/1251000] [652.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000831] [CE 4.596 (4.461)] [KD 3.906 (4.060)] 2024-10-14 21:01:02,216 - Train: 65.24% [816100/1251000] [652.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000831] [CE 4.259 (4.440)] [KD 3.897 (4.018)] 2024-10-14 21:01:10,030 - Train: 65.24% [816150/1251000] [652.4/1000.0] [batch_t 0.284 (0.156)] [data_t 0.005] [optim_t 0.279] [lr 0.000831] [CE 4.655 (4.359)] [KD 4.297 (4.034)] 2024-10-14 21:01:17,589 - Train: 65.24% [816200/1251000] [652.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000831] [CE 4.196 (4.390)] [KD 3.910 (4.039)] 2024-10-14 21:01:25,217 - Train: 65.25% [816250/1251000] [652.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000831] [CE 4.555 (4.391)] [KD 4.059 (4.001)] 2024-10-14 21:01:32,786 - Train: 65.25% [816300/1251000] [652.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000830] [CE 4.183 (4.454)] [KD 3.982 (4.102)] 2024-10-14 21:01:40,487 - Train: 65.26% [816350/1251000] [652.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000830] [CE 4.154 (4.438)] [KD 3.829 (4.036)] 2024-10-14 21:01:48,242 - Train: 65.26% [816400/1251000] [652.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000830] [CE 4.581 (4.455)] [KD 4.175 (4.064)] 2024-10-14 21:01:55,994 - Train: 65.26% [816450/1251000] [652.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000830] [CE 4.316 (4.419)] [KD 3.817 (4.062)] 2024-10-14 21:02:03,663 - Train: 65.27% [816500/1251000] [652.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000830] [CE 4.100 (4.460)] [KD 3.921 (4.052)] 2024-10-14 21:02:11,304 - Train: 65.27% [816550/1251000] [652.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000830] [CE 4.355 (4.417)] [KD 3.931 (3.991)] 2024-10-14 21:02:19,018 - Train: 65.28% [816600/1251000] [652.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000829] [CE 4.526 (4.396)] [KD 3.835 (4.005)] 2024-10-14 21:02:26,611 - Train: 65.28% [816650/1251000] [652.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000829] [CE 5.004 (4.436)] [KD 4.291 (4.054)] 2024-10-14 21:02:34,362 - Train: 65.28% [816700/1251000] [652.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000829] [CE 4.534 (4.404)] [KD 3.982 (3.975)] 2024-10-14 21:02:42,102 - Train: 65.29% [816750/1251000] [652.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000829] [CE 4.608 (4.475)] [KD 4.121 (4.052)] 2024-10-14 21:02:49,919 - Train: 65.29% [816800/1251000] [652.9/1000.0] [batch_t 0.164 (0.156)] [data_t 0.004] [optim_t 0.160] [lr 0.000829] [CE 4.369 (4.449)] [KD 4.096 (4.061)] 2024-10-14 21:02:57,462 - Train: 65.30% [816850/1251000] [653.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000829] [CE 4.378 (4.425)] [KD 4.262 (4.044)] 2024-10-14 21:03:05,057 - Train: 65.30% [816900/1251000] [653.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000828] [CE 4.144 (4.412)] [KD 3.919 (4.039)] 2024-10-14 21:03:11,254 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35732] [top5_cnt 45133] [top_all 50000] 2024-10-14 21:03:11,255 - net: 71.464 (90.266) 2024-10-14 21:03:17,167 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37667] [top5_cnt 46245] [top_all 50000] 2024-10-14 21:03:17,167 - net_E: 75.334 (92.490) 2024-10-14 21:03:17,295 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.420 (epoch: 651)] 2024-10-14 21:03:17,296 - ==> Total time: 1 day, 7:01:00 Eta: 16:28:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:03:26,863 - Train: 65.30% [816950/1251000] [653.0/1000.0] [batch_t 0.150 (0.162)] [data_t 0.005] [optim_t 0.145] [lr 0.000828] [CE 3.618 (4.458)] [KD 3.561 (4.040)] 2024-10-14 21:03:34,713 - Train: 65.31% [817000/1251000] [653.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.007] [optim_t 0.145] [lr 0.000828] [CE 4.065 (4.340)] [KD 3.944 (3.956)] 2024-10-14 21:03:42,571 - Train: 65.31% [817050/1251000] [653.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000828] [CE 4.917 (4.401)] [KD 4.011 (3.965)] 2024-10-14 21:03:50,170 - Train: 65.32% [817100/1251000] [653.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000828] [CE 3.986 (4.335)] [KD 3.821 (3.927)] 2024-10-14 21:03:57,841 - Train: 65.32% [817150/1251000] [653.2/1000.0] [batch_t 0.292 (0.153)] [data_t 0.004] [optim_t 0.287] [lr 0.000828] [CE 4.551 (4.359)] [KD 3.878 (3.985)] 2024-10-14 21:04:05,694 - Train: 65.32% [817200/1251000] [653.2/1000.0] [batch_t 0.158 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.000827] [CE 4.645 (4.277)] [KD 4.058 (3.936)] 2024-10-14 21:04:13,295 - Train: 65.33% [817250/1251000] [653.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000827] [CE 4.329 (4.388)] [KD 4.058 (4.029)] 2024-10-14 21:04:20,942 - Train: 65.33% [817300/1251000] [653.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000827] [CE 4.144 (4.456)] [KD 3.949 (4.065)] 2024-10-14 21:04:28,826 - Train: 65.34% [817350/1251000] [653.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000827] [CE 4.216 (4.419)] [KD 3.789 (4.005)] 2024-10-14 21:04:36,534 - Train: 65.34% [817400/1251000] [653.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000827] [CE 4.606 (4.412)] [KD 4.383 (4.050)] 2024-10-14 21:04:44,292 - Train: 65.34% [817450/1251000] [653.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000827] [CE 4.037 (4.394)] [KD 3.817 (3.980)] 2024-10-14 21:04:51,823 - Train: 65.35% [817500/1251000] [653.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000826] [CE 4.179 (4.405)] [KD 3.965 (4.049)] 2024-10-14 21:04:59,383 - Train: 65.35% [817550/1251000] [653.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000826] [CE 4.354 (4.398)] [KD 3.950 (4.012)] 2024-10-14 21:05:07,290 - Train: 65.36% [817600/1251000] [653.6/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000826] [CE 4.909 (4.462)] [KD 4.239 (4.083)] 2024-10-14 21:05:15,137 - Train: 65.36% [817650/1251000] [653.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000826] [CE 4.620 (4.507)] [KD 4.216 (4.060)] 2024-10-14 21:05:22,765 - Train: 65.36% [817700/1251000] [653.6/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000826] [CE 4.271 (4.450)] [KD 4.105 (4.026)] 2024-10-14 21:05:30,496 - Train: 65.37% [817750/1251000] [653.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000826] [CE 4.911 (4.391)] [KD 4.223 (4.053)] 2024-10-14 21:05:38,157 - Train: 65.37% [817800/1251000] [653.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000825] [CE 4.444 (4.373)] [KD 3.943 (3.987)] 2024-10-14 21:05:45,833 - Train: 65.38% [817850/1251000] [653.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000825] [CE 4.436 (4.358)] [KD 4.245 (3.960)] 2024-10-14 21:05:53,495 - Train: 65.38% [817900/1251000] [653.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000825] [CE 4.596 (4.440)] [KD 4.118 (4.041)] 2024-10-14 21:06:01,244 - Train: 65.38% [817950/1251000] [653.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000825] [CE 4.621 (4.373)] [KD 4.046 (3.993)] 2024-10-14 21:06:09,034 - Train: 65.39% [818000/1251000] [653.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000825] [CE 4.013 (4.365)] [KD 3.669 (3.949)] 2024-10-14 21:06:17,016 - Train: 65.39% [818050/1251000] [653.9/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000825] [CE 4.250 (4.383)] [KD 4.116 (4.000)] 2024-10-14 21:06:24,582 - Train: 65.40% [818100/1251000] [654.0/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000824] [CE 4.608 (4.479)] [KD 4.388 (4.086)] 2024-10-14 21:06:32,063 - Train: 65.40% [818150/1251000] [654.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.006] [optim_t 0.136] [lr 0.000824] [CE 4.418 (4.411)] [KD 3.822 (4.025)] 2024-10-14 21:06:38,334 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34741] [top5_cnt 44524] [top_all 50000] 2024-10-14 21:06:38,334 - net: 69.482 (89.048) 2024-10-14 21:06:44,158 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37688] [top5_cnt 46235] [top_all 50000] 2024-10-14 21:06:44,158 - net_E: 75.376 (92.470) 2024-10-14 21:06:44,292 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.420 (epoch: 651)] 2024-10-14 21:06:44,292 - ==> Total time: 1 day, 7:04:27 Eta: 16:26:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:06:53,677 - Train: 65.40% [818200/1251000] [654.0/1000.0] [batch_t 0.155 (0.165)] [data_t 0.003] [optim_t 0.151] [lr 0.000824] [CE 4.230 (4.467)] [KD 3.742 (4.006)] 2024-10-14 21:07:01,378 - Train: 65.41% [818250/1251000] [654.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000824] [CE 4.668 (4.399)] [KD 3.914 (3.947)] 2024-10-14 21:07:09,256 - Train: 65.41% [818300/1251000] [654.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000824] [CE 4.413 (4.369)] [KD 4.039 (3.948)] 2024-10-14 21:07:16,974 - Train: 65.42% [818350/1251000] [654.2/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000824] [CE 4.567 (4.425)] [KD 4.186 (4.018)] 2024-10-14 21:07:24,534 - Train: 65.42% [818400/1251000] [654.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000823] [CE 4.216 (4.352)] [KD 4.091 (4.010)] 2024-10-14 21:07:32,504 - Train: 65.42% [818450/1251000] [654.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000823] [CE 4.586 (4.396)] [KD 3.844 (4.012)] 2024-10-14 21:07:40,033 - Train: 65.43% [818500/1251000] [654.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000823] [CE 4.342 (4.423)] [KD 4.024 (3.987)] 2024-10-14 21:07:47,583 - Train: 65.43% [818550/1251000] [654.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000823] [CE 4.115 (4.393)] [KD 3.762 (3.969)] 2024-10-14 21:07:55,194 - Train: 65.44% [818600/1251000] [654.4/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000823] [CE 4.191 (4.382)] [KD 3.921 (3.971)] 2024-10-14 21:08:03,048 - Train: 65.44% [818650/1251000] [654.4/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.152] [lr 0.000823] [CE 4.396 (4.417)] [KD 4.050 (3.989)] 2024-10-14 21:08:10,849 - Train: 65.44% [818700/1251000] [654.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000822] [CE 4.483 (4.409)] [KD 4.075 (3.973)] 2024-10-14 21:08:18,416 - Train: 65.45% [818750/1251000] [654.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000822] [CE 4.784 (4.404)] [KD 3.917 (4.036)] 2024-10-14 21:08:26,006 - Train: 65.45% [818800/1251000] [654.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000822] [CE 4.122 (4.386)] [KD 3.868 (3.983)] 2024-10-14 21:08:33,681 - Train: 65.46% [818850/1251000] [654.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000822] [CE 4.804 (4.364)] [KD 4.554 (4.008)] 2024-10-14 21:08:41,599 - Train: 65.46% [818900/1251000] [654.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000822] [CE 4.882 (4.433)] [KD 4.096 (4.037)] 2024-10-14 21:08:49,142 - Train: 65.46% [818950/1251000] [654.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000822] [CE 3.845 (4.436)] [KD 3.959 (4.030)] 2024-10-14 21:08:56,944 - Train: 65.47% [819000/1251000] [654.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000821] [CE 4.451 (4.428)] [KD 3.694 (4.031)] 2024-10-14 21:09:04,826 - Train: 65.47% [819050/1251000] [654.7/1000.0] [batch_t 0.144 (0.158)] [data_t 0.003] [optim_t 0.141] [lr 0.000821] [CE 4.689 (4.460)] [KD 4.254 (4.037)] 2024-10-14 21:09:12,477 - Train: 65.48% [819100/1251000] [654.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000821] [CE 4.214 (4.373)] [KD 3.755 (3.929)] 2024-10-14 21:09:20,205 - Train: 65.48% [819150/1251000] [654.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000821] [CE 4.377 (4.429)] [KD 4.005 (4.014)] 2024-10-14 21:09:27,977 - Train: 65.48% [819200/1251000] [654.8/1000.0] [batch_t 0.159 (0.155)] [data_t 0.005] [optim_t 0.155] [lr 0.000821] [CE 4.607 (4.428)] [KD 3.987 (4.029)] 2024-10-14 21:09:35,601 - Train: 65.49% [819250/1251000] [654.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000821] [CE 4.001 (4.431)] [KD 3.912 (4.027)] 2024-10-14 21:09:43,541 - Train: 65.49% [819300/1251000] [654.9/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000820] [CE 4.348 (4.382)] [KD 3.763 (4.013)] 2024-10-14 21:09:51,327 - Train: 65.50% [819350/1251000] [655.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000820] [CE 4.435 (4.377)] [KD 3.979 (4.008)] 2024-10-14 21:09:58,966 - Train: 65.50% [819400/1251000] [655.0/1000.0] [batch_t 0.141 (0.153)] [data_t 0.004] [optim_t 0.137] [lr 0.000820] [CE 4.320 (4.477)] [KD 3.885 (4.090)] 2024-10-14 21:10:05,590 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 35561] [top5_cnt 45172] [top_all 50000] 2024-10-14 21:10:05,591 - net: 71.122 (90.344) 2024-10-14 21:10:11,537 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37677] [top5_cnt 46241] [top_all 50000] 2024-10-14 21:10:11,537 - net_E: 75.354 (92.482) 2024-10-14 21:10:11,678 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.420 (epoch: 651)] 2024-10-14 21:10:11,678 - ==> Total time: 1 day, 7:07:54 Eta: 16:23:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:10:20,879 - Train: 65.50% [819450/1251000] [655.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.004] [optim_t 0.147] [lr 0.000820] [CE 4.552 (4.478)] [KD 3.988 (4.071)] 2024-10-14 21:10:28,576 - Train: 65.51% [819500/1251000] [655.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000820] [CE 4.623 (4.294)] [KD 4.117 (3.908)] 2024-10-14 21:10:36,100 - Train: 65.51% [819550/1251000] [655.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000820] [CE 4.204 (4.501)] [KD 3.826 (4.076)] 2024-10-14 21:10:43,808 - Train: 65.52% [819600/1251000] [655.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000819] [CE 4.107 (4.389)] [KD 3.850 (4.026)] 2024-10-14 21:10:51,473 - Train: 65.52% [819650/1251000] [655.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000819] [CE 4.047 (4.423)] [KD 3.753 (3.999)] 2024-10-14 21:10:59,340 - Train: 65.52% [819700/1251000] [655.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000819] [CE 4.040 (4.375)] [KD 3.790 (3.949)] 2024-10-14 21:11:07,016 - Train: 65.53% [819750/1251000] [655.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000819] [CE 4.030 (4.457)] [KD 3.977 (4.016)] 2024-10-14 21:11:14,539 - Train: 65.53% [819800/1251000] [655.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000819] [CE 4.690 (4.454)] [KD 4.213 (4.056)] 2024-10-14 21:11:22,166 - Train: 65.54% [819850/1251000] [655.4/1000.0] [batch_t 0.162 (0.152)] [data_t 0.003] [optim_t 0.160] [lr 0.000819] [CE 4.457 (4.357)] [KD 4.053 (3.942)] 2024-10-14 21:11:29,837 - Train: 65.54% [819900/1251000] [655.4/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000818] [CE 4.669 (4.372)] [KD 4.235 (3.990)] 2024-10-14 21:11:37,512 - Train: 65.54% [819950/1251000] [655.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000818] [CE 4.318 (4.450)] [KD 4.055 (3.983)] 2024-10-14 21:11:45,220 - Train: 65.55% [820000/1251000] [655.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000818] [CE 4.262 (4.458)] [KD 3.952 (4.024)] 2024-10-14 21:11:52,976 - Train: 65.55% [820050/1251000] [655.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000818] [CE 4.476 (4.385)] [KD 3.807 (3.964)] 2024-10-14 21:12:00,657 - Train: 65.56% [820100/1251000] [655.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000818] [CE 4.405 (4.393)] [KD 4.063 (4.016)] 2024-10-14 21:12:08,376 - Train: 65.56% [820150/1251000] [655.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000818] [CE 4.614 (4.409)] [KD 4.225 (3.996)] 2024-10-14 21:12:15,922 - Train: 65.56% [820200/1251000] [655.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000818] [CE 4.642 (4.444)] [KD 4.113 (3.992)] 2024-10-14 21:12:23,475 - Train: 65.57% [820250/1251000] [655.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000817] [CE 4.939 (4.418)] [KD 4.341 (4.011)] 2024-10-14 21:12:31,365 - Train: 65.57% [820300/1251000] [655.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000817] [CE 4.278 (4.370)] [KD 4.022 (3.993)] 2024-10-14 21:12:39,038 - Train: 65.58% [820350/1251000] [655.8/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000817] [CE 4.392 (4.313)] [KD 4.201 (3.970)] 2024-10-14 21:12:46,586 - Train: 65.58% [820400/1251000] [655.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000817] [CE 3.894 (4.432)] [KD 3.906 (4.031)] 2024-10-14 21:12:54,340 - Train: 65.58% [820450/1251000] [655.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000817] [CE 4.424 (4.442)] [KD 4.089 (4.046)] 2024-10-14 21:13:01,958 - Train: 65.59% [820500/1251000] [655.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000817] [CE 4.277 (4.421)] [KD 3.805 (4.056)] 2024-10-14 21:13:09,616 - Train: 65.59% [820550/1251000] [655.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000816] [CE 4.357 (4.414)] [KD 3.948 (4.021)] 2024-10-14 21:13:17,271 - Train: 65.60% [820600/1251000] [656.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000816] [CE 4.126 (4.405)] [KD 4.180 (4.036)] 2024-10-14 21:13:24,741 - Train: 65.60% [820650/1251000] [656.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.005] [optim_t 0.137] [lr 0.000816] [CE 4.479 (4.485)] [KD 4.238 (4.095)] 2024-10-14 21:13:31,259 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 35528] [top5_cnt 45048] [top_all 50000] 2024-10-14 21:13:31,260 - net: 71.056 (90.096) 2024-10-14 21:13:37,146 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37716] [top5_cnt 46255] [top_all 50000] 2024-10-14 21:13:37,147 - net_E: 75.432 (92.510) 2024-10-14 21:13:37,402 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:13:37,402 - ==> Total time: 1 day, 7:11:20 Eta: 16:21:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:13:52,917 - Train: 65.60% [820700/1251000] [656.0/1000.0] [batch_t 0.160 (0.169)] [data_t 0.003] [optim_t 0.157] [lr 0.000816] [CE 4.162 (4.339)] [KD 3.683 (3.947)] 2024-10-14 21:14:00,603 - Train: 65.61% [820750/1251000] [656.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000816] [CE 4.482 (4.425)] [KD 3.836 (3.975)] 2024-10-14 21:14:08,460 - Train: 65.61% [820800/1251000] [656.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000816] [CE 4.727 (4.454)] [KD 4.093 (4.027)] 2024-10-14 21:14:16,280 - Train: 65.62% [820850/1251000] [656.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000815] [CE 4.730 (4.469)] [KD 4.415 (4.024)] 2024-10-14 21:14:23,831 - Train: 65.62% [820900/1251000] [656.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000815] [CE 4.925 (4.412)] [KD 4.289 (3.998)] 2024-10-14 21:14:31,343 - Train: 65.62% [820950/1251000] [656.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000815] [CE 4.262 (4.395)] [KD 3.673 (3.975)] 2024-10-14 21:14:39,171 - Train: 65.63% [821000/1251000] [656.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000815] [CE 4.847 (4.402)] [KD 4.468 (4.001)] 2024-10-14 21:14:46,791 - Train: 65.63% [821050/1251000] [656.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000815] [CE 4.444 (4.442)] [KD 4.162 (4.068)] 2024-10-14 21:14:54,456 - Train: 65.64% [821100/1251000] [656.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000815] [CE 4.229 (4.426)] [KD 3.616 (3.958)] 2024-10-14 21:15:02,170 - Train: 65.64% [821150/1251000] [656.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000814] [CE 4.622 (4.325)] [KD 4.034 (3.968)] 2024-10-14 21:15:10,111 - Train: 65.64% [821200/1251000] [656.4/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.000814] [CE 5.042 (4.295)] [KD 4.210 (3.934)] 2024-10-14 21:15:17,806 - Train: 65.65% [821250/1251000] [656.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000814] [CE 4.606 (4.379)] [KD 4.227 (4.002)] 2024-10-14 21:15:25,433 - Train: 65.65% [821300/1251000] [656.5/1000.0] [batch_t 0.174 (0.152)] [data_t 0.005] [optim_t 0.169] [lr 0.000814] [CE 4.140 (4.394)] [KD 3.754 (4.027)] 2024-10-14 21:15:33,110 - Train: 65.66% [821350/1251000] [656.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000814] [CE 4.499 (4.394)] [KD 3.849 (3.976)] 2024-10-14 21:15:40,694 - Train: 65.66% [821400/1251000] [656.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000814] [CE 4.919 (4.438)] [KD 4.245 (4.002)] 2024-10-14 21:15:48,521 - Train: 65.66% [821450/1251000] [656.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000813] [CE 4.444 (4.445)] [KD 4.074 (4.020)] 2024-10-14 21:15:56,156 - Train: 65.67% [821500/1251000] [656.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000813] [CE 4.273 (4.441)] [KD 3.877 (4.010)] 2024-10-14 21:16:03,892 - Train: 65.67% [821550/1251000] [656.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000813] [CE 3.969 (4.425)] [KD 3.809 (4.017)] 2024-10-14 21:16:11,576 - Train: 65.68% [821600/1251000] [656.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000813] [CE 4.428 (4.437)] [KD 4.150 (4.047)] 2024-10-14 21:16:19,370 - Train: 65.68% [821650/1251000] [656.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000813] [CE 4.492 (4.378)] [KD 3.957 (3.986)] 2024-10-14 21:16:27,065 - Train: 65.68% [821700/1251000] [656.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000813] [CE 4.380 (4.404)] [KD 4.210 (4.018)] 2024-10-14 21:16:34,561 - Train: 65.69% [821750/1251000] [656.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000812] [CE 4.312 (4.446)] [KD 3.850 (4.083)] 2024-10-14 21:16:42,317 - Train: 65.69% [821800/1251000] [656.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000812] [CE 4.491 (4.432)] [KD 3.900 (4.043)] 2024-10-14 21:16:50,028 - Train: 65.70% [821850/1251000] [657.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000812] [CE 4.499 (4.386)] [KD 4.014 (3.976)] 2024-10-14 21:16:57,535 - Train: 65.70% [821900/1251000] [657.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.000812] [CE 4.683 (4.367)] [KD 4.028 (3.980)] 2024-10-14 21:17:04,281 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35800] [top5_cnt 45233] [top_all 50000] 2024-10-14 21:17:04,281 - net: 71.600 (90.466) 2024-10-14 21:17:10,150 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37691] [top5_cnt 46258] [top_all 50000] 2024-10-14 21:17:10,150 - net_E: 75.382 (92.516) 2024-10-14 21:17:10,267 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:17:10,267 - ==> Total time: 1 day, 7:14:53 Eta: 16:18:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:17:18,955 - Train: 65.70% [821950/1251000] [657.0/1000.0] [batch_t 0.155 (0.165)] [data_t 0.004] [optim_t 0.151] [lr 0.000812] [CE 4.816 (4.333)] [KD 4.219 (3.952)] 2024-10-14 21:17:26,632 - Train: 65.71% [822000/1251000] [657.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000812] [CE 4.459 (4.426)] [KD 3.909 (3.986)] 2024-10-14 21:17:34,724 - Train: 65.71% [822050/1251000] [657.1/1000.0] [batch_t 0.149 (0.162)] [data_t 0.005] [optim_t 0.145] [lr 0.000811] [CE 4.445 (4.345)] [KD 4.089 (3.980)] 2024-10-14 21:17:42,270 - Train: 65.72% [822100/1251000] [657.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000811] [CE 4.360 (4.464)] [KD 3.975 (4.060)] 2024-10-14 21:17:49,987 - Train: 65.72% [822150/1251000] [657.2/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000811] [CE 4.328 (4.375)] [KD 3.904 (3.996)] 2024-10-14 21:17:57,673 - Train: 65.72% [822200/1251000] [657.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000811] [CE 4.659 (4.484)] [KD 4.264 (4.059)] 2024-10-14 21:18:05,412 - Train: 65.73% [822250/1251000] [657.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000811] [CE 4.123 (4.342)] [KD 3.970 (3.986)] 2024-10-14 21:18:13,087 - Train: 65.73% [822300/1251000] [657.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000811] [CE 4.662 (4.392)] [KD 3.986 (3.990)] 2024-10-14 21:18:20,775 - Train: 65.74% [822350/1251000] [657.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000810] [CE 4.190 (4.427)] [KD 4.000 (4.022)] 2024-10-14 21:18:28,320 - Train: 65.74% [822400/1251000] [657.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000810] [CE 4.300 (4.340)] [KD 3.823 (3.989)] 2024-10-14 21:18:36,269 - Train: 65.74% [822450/1251000] [657.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000810] [CE 4.295 (4.407)] [KD 3.692 (3.935)] 2024-10-14 21:18:44,096 - Train: 65.75% [822500/1251000] [657.5/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000810] [CE 3.941 (4.414)] [KD 3.764 (4.031)] 2024-10-14 21:18:51,706 - Train: 65.75% [822550/1251000] [657.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000810] [CE 4.400 (4.398)] [KD 4.172 (4.014)] 2024-10-14 21:18:59,517 - Train: 65.76% [822600/1251000] [657.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000810] [CE 4.643 (4.430)] [KD 4.344 (3.993)] 2024-10-14 21:19:07,225 - Train: 65.76% [822650/1251000] [657.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000809] [CE 4.659 (4.479)] [KD 4.193 (4.068)] 2024-10-14 21:19:14,811 - Train: 65.76% [822700/1251000] [657.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000809] [CE 4.184 (4.353)] [KD 3.689 (3.959)] 2024-10-14 21:19:22,545 - Train: 65.77% [822750/1251000] [657.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.000809] [CE 4.530 (4.370)] [KD 4.201 (3.952)] 2024-10-14 21:19:30,258 - Train: 65.77% [822800/1251000] [657.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000809] [CE 4.860 (4.365)] [KD 4.151 (3.989)] 2024-10-14 21:19:37,856 - Train: 65.78% [822850/1251000] [657.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000809] [CE 4.338 (4.396)] [KD 3.832 (4.052)] 2024-10-14 21:19:45,906 - Train: 65.78% [822900/1251000] [657.8/1000.0] [batch_t 0.147 (0.161)] [data_t 0.003] [optim_t 0.144] [lr 0.000809] [CE 4.523 (4.412)] [KD 4.158 (3.998)] 2024-10-14 21:19:53,496 - Train: 65.78% [822950/1251000] [657.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000808] [CE 4.142 (4.428)] [KD 3.923 (3.986)] 2024-10-14 21:20:01,349 - Train: 65.79% [823000/1251000] [657.9/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000808] [CE 4.438 (4.431)] [KD 4.035 (4.034)] 2024-10-14 21:20:09,105 - Train: 65.79% [823050/1251000] [657.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000808] [CE 4.598 (4.421)] [KD 4.102 (4.017)] 2024-10-14 21:20:16,837 - Train: 65.80% [823100/1251000] [658.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000808] [CE 4.066 (4.397)] [KD 3.985 (3.963)] 2024-10-14 21:20:24,430 - Train: 65.80% [823150/1251000] [658.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000808] [CE 4.641 (4.426)] [KD 4.078 (4.023)] 2024-10-14 21:20:31,301 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 34721] [top5_cnt 44538] [top_all 50000] 2024-10-14 21:20:31,301 - net: 69.442 (89.076) 2024-10-14 21:20:37,082 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37699] [top5_cnt 46243] [top_all 50000] 2024-10-14 21:20:37,083 - net_E: 75.398 (92.486) 2024-10-14 21:20:37,218 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:20:37,218 - ==> Total time: 1 day, 7:18:20 Eta: 16:16:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:20:46,268 - Train: 65.80% [823200/1251000] [658.0/1000.0] [batch_t 0.150 (0.165)] [data_t 0.004] [optim_t 0.146] [lr 0.000808] [CE 4.586 (4.350)] [KD 4.115 (3.955)] 2024-10-14 21:20:53,796 - Train: 65.81% [823250/1251000] [658.1/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000807] [CE 4.266 (4.397)] [KD 3.969 (3.987)] 2024-10-14 21:21:01,723 - Train: 65.81% [823300/1251000] [658.1/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.154] [lr 0.000807] [CE 4.363 (4.334)] [KD 3.619 (3.958)] 2024-10-14 21:21:09,747 - Train: 65.82% [823350/1251000] [658.2/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000807] [CE 4.353 (4.413)] [KD 3.992 (4.003)] 2024-10-14 21:21:17,264 - Train: 65.82% [823400/1251000] [658.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000807] [CE 4.447 (4.422)] [KD 4.027 (4.003)] 2024-10-14 21:21:24,958 - Train: 65.82% [823450/1251000] [658.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000807] [CE 4.540 (4.477)] [KD 4.030 (4.039)] 2024-10-14 21:21:32,501 - Train: 65.83% [823500/1251000] [658.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000807] [CE 4.406 (4.518)] [KD 4.231 (4.052)] 2024-10-14 21:21:40,323 - Train: 65.83% [823550/1251000] [658.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000807] [CE 4.301 (4.344)] [KD 3.858 (3.943)] 2024-10-14 21:21:48,228 - Train: 65.84% [823600/1251000] [658.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000806] [CE 4.656 (4.381)] [KD 3.895 (3.965)] 2024-10-14 21:21:55,888 - Train: 65.84% [823650/1251000] [658.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000806] [CE 3.865 (4.358)] [KD 3.738 (3.978)] 2024-10-14 21:22:03,575 - Train: 65.84% [823700/1251000] [658.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000806] [CE 4.229 (4.405)] [KD 3.813 (3.974)] 2024-10-14 21:22:11,306 - Train: 65.85% [823750/1251000] [658.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000806] [CE 4.276 (4.376)] [KD 3.891 (3.965)] 2024-10-14 21:22:19,021 - Train: 65.85% [823800/1251000] [658.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000806] [CE 4.069 (4.450)] [KD 4.019 (4.056)] 2024-10-14 21:22:26,627 - Train: 65.86% [823850/1251000] [658.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000806] [CE 3.780 (4.338)] [KD 3.485 (3.976)] 2024-10-14 21:22:34,473 - Train: 65.86% [823900/1251000] [658.6/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000805] [CE 4.318 (4.390)] [KD 3.754 (3.985)] 2024-10-14 21:22:42,026 - Train: 65.86% [823950/1251000] [658.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000805] [CE 4.344 (4.419)] [KD 3.797 (4.009)] 2024-10-14 21:22:49,717 - Train: 65.87% [824000/1251000] [658.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000805] [CE 4.487 (4.356)] [KD 3.875 (3.967)] 2024-10-14 21:22:57,656 - Train: 65.87% [824050/1251000] [658.7/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000805] [CE 4.789 (4.404)] [KD 4.439 (4.022)] 2024-10-14 21:23:05,347 - Train: 65.88% [824100/1251000] [658.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000805] [CE 4.790 (4.363)] [KD 3.987 (3.997)] 2024-10-14 21:23:13,125 - Train: 65.88% [824150/1251000] [658.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000805] [CE 4.549 (4.406)] [KD 3.997 (4.010)] 2024-10-14 21:23:20,816 - Train: 65.88% [824200/1251000] [658.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000804] [CE 4.808 (4.426)] [KD 4.239 (3.995)] 2024-10-14 21:23:28,358 - Train: 65.89% [824250/1251000] [658.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000804] [CE 4.472 (4.416)] [KD 4.075 (4.018)] 2024-10-14 21:23:36,129 - Train: 65.89% [824300/1251000] [658.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000804] [CE 3.879 (4.301)] [KD 3.473 (3.924)] 2024-10-14 21:23:43,769 - Train: 65.90% [824350/1251000] [659.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000804] [CE 4.015 (4.396)] [KD 3.904 (4.054)] 2024-10-14 21:23:51,448 - Train: 65.90% [824400/1251000] [659.0/1000.0] [batch_t 0.147 (0.153)] [data_t 0.006] [optim_t 0.141] [lr 0.000804] [CE 4.488 (4.380)] [KD 3.994 (4.018)] 2024-10-14 21:23:58,456 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35255] [top5_cnt 44842] [top_all 50000] 2024-10-14 21:23:58,456 - net: 70.510 (89.684) 2024-10-14 21:24:04,392 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37692] [top5_cnt 46249] [top_all 50000] 2024-10-14 21:24:04,392 - net_E: 75.384 (92.498) 2024-10-14 21:24:04,534 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:24:04,534 - ==> Total time: 1 day, 7:21:47 Eta: 16:13:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:24:14,379 - Train: 65.90% [824450/1251000] [659.0/1000.0] [batch_t 0.147 (0.171)] [data_t 0.004] [optim_t 0.143] [lr 0.000804] [CE 4.663 (4.363)] [KD 4.068 (3.993)] 2024-10-14 21:24:21,922 - Train: 65.91% [824500/1251000] [659.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000803] [CE 4.087 (4.382)] [KD 3.843 (3.963)] 2024-10-14 21:24:29,422 - Train: 65.91% [824550/1251000] [659.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000803] [CE 4.374 (4.398)] [KD 3.987 (3.975)] 2024-10-14 21:24:37,270 - Train: 65.92% [824600/1251000] [659.2/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000803] [CE 4.644 (4.369)] [KD 4.092 (3.956)] 2024-10-14 21:24:44,864 - Train: 65.92% [824650/1251000] [659.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000803] [CE 4.470 (4.474)] [KD 4.042 (3.993)] 2024-10-14 21:24:52,597 - Train: 65.92% [824700/1251000] [659.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000803] [CE 4.535 (4.394)] [KD 4.036 (3.930)] 2024-10-14 21:25:00,514 - Train: 65.93% [824750/1251000] [659.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.006] [optim_t 0.146] [lr 0.000803] [CE 4.019 (4.407)] [KD 3.723 (4.007)] 2024-10-14 21:25:08,077 - Train: 65.93% [824800/1251000] [659.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000802] [CE 4.510 (4.454)] [KD 4.396 (4.019)] 2024-10-14 21:25:15,813 - Train: 65.94% [824850/1251000] [659.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000802] [CE 4.120 (4.396)] [KD 3.952 (3.926)] 2024-10-14 21:25:23,630 - Train: 65.94% [824900/1251000] [659.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000802] [CE 4.891 (4.396)] [KD 4.334 (3.994)] 2024-10-14 21:25:31,190 - Train: 65.94% [824950/1251000] [659.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000802] [CE 4.675 (4.393)] [KD 4.015 (3.972)] 2024-10-14 21:25:38,911 - Train: 65.95% [825000/1251000] [659.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000802] [CE 4.395 (4.402)] [KD 4.151 (4.014)] 2024-10-14 21:25:46,698 - Train: 65.95% [825050/1251000] [659.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000802] [CE 4.926 (4.409)] [KD 4.197 (3.997)] 2024-10-14 21:25:54,293 - Train: 65.96% [825100/1251000] [659.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000801] [CE 4.599 (4.433)] [KD 3.994 (4.000)] 2024-10-14 21:26:02,094 - Train: 65.96% [825150/1251000] [659.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000801] [CE 4.855 (4.367)] [KD 4.141 (3.973)] 2024-10-14 21:26:09,751 - Train: 65.96% [825200/1251000] [659.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000801] [CE 4.102 (4.377)] [KD 3.891 (3.970)] 2024-10-14 21:26:17,506 - Train: 65.97% [825250/1251000] [659.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000801] [CE 4.159 (4.461)] [KD 3.892 (4.012)] 2024-10-14 21:26:25,476 - Train: 65.97% [825300/1251000] [659.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000801] [CE 4.671 (4.412)] [KD 3.944 (3.968)] 2024-10-14 21:26:33,235 - Train: 65.98% [825350/1251000] [659.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000801] [CE 4.357 (4.457)] [KD 3.878 (3.991)] 2024-10-14 21:26:40,850 - Train: 65.98% [825400/1251000] [659.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000800] [CE 3.804 (4.411)] [KD 3.712 (3.983)] 2024-10-14 21:26:48,559 - Train: 65.98% [825450/1251000] [659.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000800] [CE 4.369 (4.312)] [KD 4.071 (3.959)] 2024-10-14 21:26:56,219 - Train: 65.99% [825500/1251000] [659.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000800] [CE 4.217 (4.442)] [KD 3.855 (4.006)] 2024-10-14 21:27:03,813 - Train: 65.99% [825550/1251000] [659.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000800] [CE 4.196 (4.322)] [KD 3.680 (3.951)] 2024-10-14 21:27:11,806 - Train: 66.00% [825600/1251000] [660.0/1000.0] [batch_t 0.159 (0.160)] [data_t 0.004] [optim_t 0.155] [lr 0.000800] [CE 4.379 (4.451)] [KD 3.855 (3.991)] 2024-10-14 21:27:19,331 - Train: 66.00% [825650/1251000] [660.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.006] [optim_t 0.136] [lr 0.000800] [CE 4.332 (4.351)] [KD 4.044 (3.957)] 2024-10-14 21:27:26,579 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 35637] [top5_cnt 45095] [top_all 50000] 2024-10-14 21:27:26,579 - net: 71.274 (90.190) 2024-10-14 21:27:32,341 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37676] [top5_cnt 46262] [top_all 50000] 2024-10-14 21:27:32,341 - net_E: 75.352 (92.524) 2024-10-14 21:27:32,488 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:27:32,489 - ==> Total time: 1 day, 7:25:15 Eta: 16:11:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:27:45,424 - Train: 66.00% [825700/1251000] [660.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.004] [optim_t 0.144] [lr 0.000799] [CE 4.855 (4.418)] [KD 3.954 (3.945)] 2024-10-14 21:27:53,016 - Train: 66.01% [825750/1251000] [660.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000799] [CE 4.807 (4.367)] [KD 4.212 (3.921)] 2024-10-14 21:28:00,886 - Train: 66.01% [825800/1251000] [660.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000799] [CE 4.292 (4.371)] [KD 3.966 (3.948)] 2024-10-14 21:28:08,653 - Train: 66.02% [825850/1251000] [660.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000799] [CE 4.733 (4.393)] [KD 4.240 (4.011)] 2024-10-14 21:28:16,305 - Train: 66.02% [825900/1251000] [660.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000799] [CE 4.495 (4.501)] [KD 3.982 (4.020)] 2024-10-14 21:28:24,107 - Train: 66.02% [825950/1251000] [660.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000799] [CE 3.701 (4.346)] [KD 3.610 (3.916)] 2024-10-14 21:28:31,653 - Train: 66.03% [826000/1251000] [660.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000798] [CE 4.062 (4.396)] [KD 3.651 (3.980)] 2024-10-14 21:28:39,177 - Train: 66.03% [826050/1251000] [660.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000798] [CE 3.994 (4.418)] [KD 3.626 (4.019)] 2024-10-14 21:28:46,808 - Train: 66.04% [826100/1251000] [660.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000798] [CE 4.723 (4.418)] [KD 4.023 (4.003)] 2024-10-14 21:28:54,725 - Train: 66.04% [826150/1251000] [660.4/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.000798] [CE 4.339 (4.415)] [KD 3.979 (3.989)] 2024-10-14 21:29:02,412 - Train: 66.04% [826200/1251000] [660.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000798] [CE 4.378 (4.401)] [KD 3.889 (3.988)] 2024-10-14 21:29:10,341 - Train: 66.05% [826250/1251000] [660.5/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.000798] [CE 4.546 (4.551)] [KD 4.021 (4.048)] 2024-10-14 21:29:17,988 - Train: 66.05% [826300/1251000] [660.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000798] [CE 4.494 (4.389)] [KD 3.915 (3.988)] 2024-10-14 21:29:25,518 - Train: 66.06% [826350/1251000] [660.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000797] [CE 4.483 (4.385)] [KD 4.057 (3.934)] 2024-10-14 21:29:33,228 - Train: 66.06% [826400/1251000] [660.6/1000.0] [batch_t 0.159 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000797] [CE 4.580 (4.412)] [KD 4.236 (3.990)] 2024-10-14 21:29:40,770 - Train: 66.06% [826450/1251000] [660.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000797] [CE 4.628 (4.466)] [KD 4.372 (4.049)] 2024-10-14 21:29:48,325 - Train: 66.07% [826500/1251000] [660.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000797] [CE 4.767 (4.362)] [KD 4.225 (3.977)] 2024-10-14 21:29:56,288 - Train: 66.07% [826550/1251000] [660.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000797] [CE 4.558 (4.341)] [KD 4.016 (3.940)] 2024-10-14 21:30:03,881 - Train: 66.08% [826600/1251000] [660.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000797] [CE 4.316 (4.457)] [KD 3.851 (3.993)] 2024-10-14 21:30:11,801 - Train: 66.08% [826650/1251000] [660.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.143] [lr 0.000796] [CE 4.929 (4.379)] [KD 4.357 (3.994)] 2024-10-14 21:30:19,609 - Train: 66.08% [826700/1251000] [660.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000796] [CE 4.878 (4.449)] [KD 4.347 (4.047)] 2024-10-14 21:30:27,178 - Train: 66.09% [826750/1251000] [660.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000796] [CE 4.337 (4.407)] [KD 3.916 (3.994)] 2024-10-14 21:30:34,808 - Train: 66.09% [826800/1251000] [660.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000796] [CE 4.490 (4.390)] [KD 4.003 (3.915)] 2024-10-14 21:30:42,477 - Train: 66.10% [826850/1251000] [661.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000796] [CE 4.397 (4.402)] [KD 4.104 (3.971)] 2024-10-14 21:30:50,106 - Train: 66.10% [826900/1251000] [661.0/1000.0] [batch_t 0.142 (0.152)] [data_t 0.003] [optim_t 0.139] [lr 0.000796] [CE 4.712 (4.456)] [KD 4.137 (4.017)] 2024-10-14 21:30:57,464 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35771] [top5_cnt 45229] [top_all 50000] 2024-10-14 21:30:57,465 - net: 71.542 (90.458) 2024-10-14 21:31:03,322 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37696] [top5_cnt 46281] [top_all 50000] 2024-10-14 21:31:03,322 - net_E: 75.392 (92.562) 2024-10-14 21:31:03,469 - Max [top1: 72.008 (epoch: 649)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:31:03,470 - ==> Total time: 1 day, 7:28:46 Eta: 16:08:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:31:13,086 - Train: 66.10% [826950/1251000] [661.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.003] [optim_t 0.148] [lr 0.000795] [CE 4.682 (4.398)] [KD 4.046 (3.984)] 2024-10-14 21:31:20,678 - Train: 66.11% [827000/1251000] [661.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000795] [CE 4.461 (4.420)] [KD 3.947 (3.977)] 2024-10-14 21:31:28,520 - Train: 66.11% [827050/1251000] [661.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000795] [CE 4.634 (4.459)] [KD 3.891 (4.009)] 2024-10-14 21:31:36,380 - Train: 66.12% [827100/1251000] [661.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000795] [CE 4.411 (4.394)] [KD 3.968 (3.955)] 2024-10-14 21:31:44,093 - Train: 66.12% [827150/1251000] [661.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000795] [CE 4.206 (4.339)] [KD 3.803 (3.967)] 2024-10-14 21:31:51,681 - Train: 66.12% [827200/1251000] [661.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000795] [CE 4.742 (4.420)] [KD 4.186 (4.000)] 2024-10-14 21:31:59,278 - Train: 66.13% [827250/1251000] [661.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000794] [CE 4.250 (4.431)] [KD 3.872 (4.008)] 2024-10-14 21:32:07,078 - Train: 66.13% [827300/1251000] [661.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000794] [CE 4.454 (4.392)] [KD 4.415 (3.964)] 2024-10-14 21:32:14,886 - Train: 66.14% [827350/1251000] [661.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000794] [CE 4.331 (4.386)] [KD 3.960 (4.001)] 2024-10-14 21:32:22,686 - Train: 66.14% [827400/1251000] [661.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000794] [CE 4.742 (4.403)] [KD 4.304 (3.917)] 2024-10-14 21:32:30,250 - Train: 66.14% [827450/1251000] [661.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000794] [CE 4.466 (4.360)] [KD 4.061 (3.976)] 2024-10-14 21:32:37,918 - Train: 66.15% [827500/1251000] [661.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000794] [CE 4.153 (4.462)] [KD 3.690 (4.005)] 2024-10-14 21:32:45,628 - Train: 66.15% [827550/1251000] [661.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000793] [CE 3.937 (4.346)] [KD 3.583 (3.965)] 2024-10-14 21:32:53,373 - Train: 66.16% [827600/1251000] [661.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000793] [CE 4.257 (4.316)] [KD 3.940 (3.930)] 2024-10-14 21:33:01,112 - Train: 66.16% [827650/1251000] [661.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000793] [CE 4.576 (4.431)] [KD 4.166 (3.989)] 2024-10-14 21:33:08,863 - Train: 66.16% [827700/1251000] [661.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000793] [CE 4.673 (4.428)] [KD 4.354 (4.003)] 2024-10-14 21:33:16,425 - Train: 66.17% [827750/1251000] [661.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000793] [CE 4.758 (4.361)] [KD 4.320 (3.965)] 2024-10-14 21:33:24,401 - Train: 66.17% [827800/1251000] [661.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000793] [CE 4.556 (4.340)] [KD 4.114 (3.938)] 2024-10-14 21:33:31,984 - Train: 66.18% [827850/1251000] [661.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000792] [CE 4.476 (4.345)] [KD 4.053 (3.918)] 2024-10-14 21:33:39,730 - Train: 66.18% [827900/1251000] [661.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000792] [CE 4.296 (4.423)] [KD 3.811 (3.983)] 2024-10-14 21:33:47,603 - Train: 66.18% [827950/1251000] [661.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000792] [CE 4.545 (4.392)] [KD 4.081 (4.011)] 2024-10-14 21:33:55,354 - Train: 66.19% [828000/1251000] [661.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000792] [CE 4.389 (4.387)] [KD 3.926 (4.019)] 2024-10-14 21:34:02,995 - Train: 66.19% [828050/1251000] [661.9/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000792] [CE 4.447 (4.448)] [KD 4.125 (3.990)] 2024-10-14 21:34:10,609 - Train: 66.20% [828100/1251000] [662.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.004] [optim_t 0.140] [lr 0.000792] [CE 4.735 (4.426)] [KD 4.058 (4.007)] 2024-10-14 21:34:18,333 - Train: 66.20% [828150/1251000] [662.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000791] [CE 4.123 (4.427)] [KD 3.684 (3.991)] 2024-10-14 21:34:25,980 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 36149] [top5_cnt 45401] [top_all 50000] 2024-10-14 21:34:25,980 - net: 72.298 (90.802) 2024-10-14 21:34:31,913 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37676] [top5_cnt 46270] [top_all 50000] 2024-10-14 21:34:31,913 - net_E: 75.352 (92.540) 2024-10-14 21:34:32,058 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.432 (epoch: 656)] 2024-10-14 21:34:32,059 - ==> Total time: 1 day, 7:32:15 Eta: 16:06:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:34:45,053 - Train: 66.20% [828200/1251000] [662.0/1000.0] [batch_t 0.147 (0.168)] [data_t 0.004] [optim_t 0.143] [lr 0.000791] [CE 4.309 (4.466)] [KD 3.823 (3.962)] 2024-10-14 21:34:52,901 - Train: 66.21% [828250/1251000] [662.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.000791] [CE 4.492 (4.358)] [KD 3.951 (3.924)] 2024-10-14 21:35:00,461 - Train: 66.21% [828300/1251000] [662.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000791] [CE 4.870 (4.336)] [KD 4.187 (3.930)] 2024-10-14 21:35:08,191 - Train: 66.22% [828350/1251000] [662.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000791] [CE 5.083 (4.398)] [KD 4.562 (3.995)] 2024-10-14 21:35:15,762 - Train: 66.22% [828400/1251000] [662.2/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000791] [CE 4.238 (4.403)] [KD 3.841 (3.969)] 2024-10-14 21:35:23,629 - Train: 66.22% [828450/1251000] [662.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000790] [CE 4.249 (4.419)] [KD 3.890 (3.965)] 2024-10-14 21:35:31,205 - Train: 66.23% [828500/1251000] [662.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000790] [CE 4.706 (4.407)] [KD 4.132 (3.980)] 2024-10-14 21:35:38,805 - Train: 66.23% [828550/1251000] [662.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000790] [CE 4.377 (4.349)] [KD 4.200 (3.918)] 2024-10-14 21:35:46,619 - Train: 66.24% [828600/1251000] [662.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000790] [CE 4.702 (4.436)] [KD 4.283 (4.046)] 2024-10-14 21:35:54,486 - Train: 66.24% [828650/1251000] [662.4/1000.0] [batch_t 0.272 (0.157)] [data_t 0.004] [optim_t 0.268] [lr 0.000790] [CE 4.511 (4.386)] [KD 3.996 (3.988)] 2024-10-14 21:36:02,290 - Train: 66.24% [828700/1251000] [662.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000790] [CE 4.834 (4.458)] [KD 4.144 (4.022)] 2024-10-14 21:36:09,908 - Train: 66.25% [828750/1251000] [662.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000790] [CE 4.364 (4.413)] [KD 4.021 (3.938)] 2024-10-14 21:36:17,516 - Train: 66.25% [828800/1251000] [662.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000789] [CE 4.340 (4.413)] [KD 3.967 (3.963)] 2024-10-14 21:36:25,315 - Train: 66.25% [828850/1251000] [662.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000789] [CE 4.343 (4.297)] [KD 4.012 (3.915)] 2024-10-14 21:36:32,908 - Train: 66.26% [828900/1251000] [662.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000789] [CE 3.839 (4.420)] [KD 3.612 (3.913)] 2024-10-14 21:36:40,675 - Train: 66.26% [828950/1251000] [662.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000789] [CE 4.834 (4.326)] [KD 4.328 (3.921)] 2024-10-14 21:36:48,367 - Train: 66.27% [829000/1251000] [662.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000789] [CE 4.229 (4.395)] [KD 3.972 (3.969)] 2024-10-14 21:36:56,026 - Train: 66.27% [829050/1251000] [662.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000789] [CE 4.826 (4.444)] [KD 4.189 (3.984)] 2024-10-14 21:37:03,920 - Train: 66.27% [829100/1251000] [662.7/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.000788] [CE 4.343 (4.337)] [KD 3.905 (3.909)] 2024-10-14 21:37:11,484 - Train: 66.28% [829150/1251000] [662.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000788] [CE 4.244 (4.431)] [KD 3.648 (3.996)] 2024-10-14 21:37:19,050 - Train: 66.28% [829200/1251000] [662.8/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.156] [lr 0.000788] [CE 4.198 (4.425)] [KD 3.823 (4.005)] 2024-10-14 21:37:26,968 - Train: 66.29% [829250/1251000] [662.9/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000788] [CE 4.351 (4.350)] [KD 4.019 (4.023)] 2024-10-14 21:37:34,698 - Train: 66.29% [829300/1251000] [662.9/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000788] [CE 4.057 (4.395)] [KD 3.727 (3.986)] 2024-10-14 21:37:42,398 - Train: 66.29% [829350/1251000] [662.9/1000.0] [batch_t 0.165 (0.154)] [data_t 0.003] [optim_t 0.162] [lr 0.000788] [CE 4.467 (4.402)] [KD 4.024 (3.964)] 2024-10-14 21:37:49,978 - Train: 66.30% [829400/1251000] [663.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000787] [CE 4.386 (4.400)] [KD 3.882 (4.013)] 2024-10-14 21:37:57,913 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 35596] [top5_cnt 44983] [top_all 50000] 2024-10-14 21:37:57,914 - net: 71.192 (89.966) 2024-10-14 21:38:03,776 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37718] [top5_cnt 46284] [top_all 50000] 2024-10-14 21:38:03,776 - net_E: 75.436 (92.568) 2024-10-14 21:38:03,913 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.436 (epoch: 663)] 2024-10-14 21:38:03,913 - ==> Total time: 1 day, 7:35:47 Eta: 16:03:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:38:18,338 - Train: 66.30% [829450/1251000] [663.0/1000.0] [batch_t 0.155 (0.165)] [data_t 0.004] [optim_t 0.152] [lr 0.000787] [CE 4.330 (4.289)] [KD 4.045 (3.901)] 2024-10-14 21:38:26,035 - Train: 66.31% [829500/1251000] [663.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.002] [optim_t 0.155] [lr 0.000787] [CE 4.288 (4.427)] [KD 3.883 (3.915)] 2024-10-14 21:38:33,722 - Train: 66.31% [829550/1251000] [663.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000787] [CE 4.567 (4.357)] [KD 4.005 (3.927)] 2024-10-14 21:38:41,370 - Train: 66.31% [829600/1251000] [663.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000787] [CE 4.145 (4.398)] [KD 3.919 (3.924)] 2024-10-14 21:38:48,903 - Train: 66.32% [829650/1251000] [663.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000787] [CE 4.305 (4.419)] [KD 3.831 (3.946)] 2024-10-14 21:38:56,897 - Train: 66.32% [829700/1251000] [663.2/1000.0] [batch_t 0.167 (0.160)] [data_t 0.003] [optim_t 0.164] [lr 0.000786] [CE 4.310 (4.362)] [KD 3.710 (3.930)] 2024-10-14 21:39:04,515 - Train: 66.33% [829750/1251000] [663.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000786] [CE 4.565 (4.403)] [KD 4.074 (3.968)] 2024-10-14 21:39:12,256 - Train: 66.33% [829800/1251000] [663.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.002] [optim_t 0.150] [lr 0.000786] [CE 4.452 (4.423)] [KD 3.797 (3.961)] 2024-10-14 21:39:19,998 - Train: 66.33% [829850/1251000] [663.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000786] [CE 4.860 (4.398)] [KD 4.207 (3.985)] 2024-10-14 21:39:27,556 - Train: 66.34% [829900/1251000] [663.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000786] [CE 4.271 (4.368)] [KD 3.834 (3.981)] 2024-10-14 21:39:35,284 - Train: 66.34% [829950/1251000] [663.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000786] [CE 4.417 (4.424)] [KD 3.798 (3.993)] 2024-10-14 21:39:43,139 - Train: 66.35% [830000/1251000] [663.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000785] [CE 4.303 (4.380)] [KD 3.964 (3.998)] 2024-10-14 21:39:50,739 - Train: 66.35% [830050/1251000] [663.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000785] [CE 3.864 (4.424)] [KD 3.874 (3.999)] 2024-10-14 21:39:58,436 - Train: 66.35% [830100/1251000] [663.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000785] [CE 4.324 (4.484)] [KD 4.003 (3.994)] 2024-10-14 21:40:06,201 - Train: 66.36% [830150/1251000] [663.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000785] [CE 4.752 (4.424)] [KD 4.156 (4.005)] 2024-10-14 21:40:13,771 - Train: 66.36% [830200/1251000] [663.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000785] [CE 5.033 (4.418)] [KD 4.447 (4.008)] 2024-10-14 21:40:21,493 - Train: 66.37% [830250/1251000] [663.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000785] [CE 4.232 (4.414)] [KD 3.836 (3.969)] 2024-10-14 21:40:29,333 - Train: 66.37% [830300/1251000] [663.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000784] [CE 3.938 (4.375)] [KD 3.715 (3.942)] 2024-10-14 21:40:37,035 - Train: 66.37% [830350/1251000] [663.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000784] [CE 5.076 (4.407)] [KD 4.408 (3.984)] 2024-10-14 21:40:44,826 - Train: 66.38% [830400/1251000] [663.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000784] [CE 4.278 (4.421)] [KD 3.897 (3.972)] 2024-10-14 21:40:52,524 - Train: 66.38% [830450/1251000] [663.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000784] [CE 4.190 (4.316)] [KD 3.908 (3.982)] 2024-10-14 21:41:00,079 - Train: 66.39% [830500/1251000] [663.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000784] [CE 4.653 (4.423)] [KD 4.327 (4.009)] 2024-10-14 21:41:07,915 - Train: 66.39% [830550/1251000] [663.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000784] [CE 4.409 (4.424)] [KD 3.869 (3.970)] 2024-10-14 21:41:15,630 - Train: 66.39% [830600/1251000] [663.9/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.158] [lr 0.000784] [CE 4.502 (4.393)] [KD 4.168 (3.933)] 2024-10-14 21:41:23,334 - Train: 66.40% [830650/1251000] [664.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000783] [CE 4.686 (4.392)] [KD 4.224 (4.007)] 2024-10-14 21:41:31,095 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 35686] [top5_cnt 45158] [top_all 50000] 2024-10-14 21:41:31,095 - net: 71.372 (90.316) 2024-10-14 21:41:37,077 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 37736] [top5_cnt 46273] [top_all 50000] 2024-10-14 21:41:37,077 - net_E: 75.472 (92.546) 2024-10-14 21:41:37,216 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.472 (epoch: 664)] 2024-10-14 21:41:37,217 - ==> Total time: 1 day, 7:39:20 Eta: 16:01:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:41:49,095 - Train: 66.40% [830700/1251000] [664.0/1000.0] [batch_t 0.154 (0.170)] [data_t 0.005] [optim_t 0.149] [lr 0.000783] [CE 4.305 (4.476)] [KD 3.975 (4.036)] 2024-10-14 21:41:56,753 - Train: 66.41% [830750/1251000] [664.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000783] [CE 4.723 (4.451)] [KD 4.438 (4.022)] 2024-10-14 21:42:04,524 - Train: 66.41% [830800/1251000] [664.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000783] [CE 4.738 (4.384)] [KD 3.973 (3.954)] 2024-10-14 21:42:12,282 - Train: 66.41% [830850/1251000] [664.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000783] [CE 4.207 (4.470)] [KD 3.807 (3.998)] 2024-10-14 21:42:20,015 - Train: 66.42% [830900/1251000] [664.2/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000783] [CE 4.372 (4.387)] [KD 3.898 (3.949)] 2024-10-14 21:42:27,789 - Train: 66.42% [830950/1251000] [664.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000782] [CE 4.478 (4.405)] [KD 4.296 (3.959)] 2024-10-14 21:42:35,763 - Train: 66.43% [831000/1251000] [664.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000782] [CE 4.011 (4.309)] [KD 3.967 (3.900)] 2024-10-14 21:42:43,466 - Train: 66.43% [831050/1251000] [664.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000782] [CE 4.495 (4.430)] [KD 4.022 (3.994)] 2024-10-14 21:42:51,071 - Train: 66.43% [831100/1251000] [664.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000782] [CE 4.033 (4.338)] [KD 3.763 (3.928)] 2024-10-14 21:42:58,927 - Train: 66.44% [831150/1251000] [664.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000782] [CE 4.328 (4.497)] [KD 4.104 (4.052)] 2024-10-14 21:43:06,740 - Train: 66.44% [831200/1251000] [664.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000782] [CE 4.277 (4.392)] [KD 3.653 (3.939)] 2024-10-14 21:43:14,604 - Train: 66.45% [831250/1251000] [664.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000781] [CE 4.672 (4.426)] [KD 4.043 (3.947)] 2024-10-14 21:43:22,108 - Train: 66.45% [831300/1251000] [664.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000781] [CE 4.253 (4.358)] [KD 3.986 (3.903)] 2024-10-14 21:43:29,745 - Train: 66.45% [831350/1251000] [664.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000781] [CE 4.187 (4.407)] [KD 3.841 (3.957)] 2024-10-14 21:43:37,348 - Train: 66.46% [831400/1251000] [664.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000781] [CE 4.413 (4.419)] [KD 3.912 (3.937)] 2024-10-14 21:43:45,078 - Train: 66.46% [831450/1251000] [664.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000781] [CE 4.398 (4.431)] [KD 4.094 (3.929)] 2024-10-14 21:43:52,631 - Train: 66.47% [831500/1251000] [664.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000781] [CE 4.261 (4.436)] [KD 4.019 (3.987)] 2024-10-14 21:44:00,288 - Train: 66.47% [831550/1251000] [664.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000780] [CE 3.592 (4.425)] [KD 3.591 (3.982)] 2024-10-14 21:44:08,129 - Train: 66.47% [831600/1251000] [664.7/1000.0] [batch_t 0.267 (0.157)] [data_t 0.003] [optim_t 0.264] [lr 0.000780] [CE 4.261 (4.372)] [KD 3.924 (3.947)] 2024-10-14 21:44:15,838 - Train: 66.48% [831650/1251000] [664.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000780] [CE 4.799 (4.444)] [KD 4.136 (3.984)] 2024-10-14 21:44:23,389 - Train: 66.48% [831700/1251000] [664.8/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000780] [CE 4.128 (4.395)] [KD 3.676 (3.958)] 2024-10-14 21:44:31,136 - Train: 66.49% [831750/1251000] [664.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000780] [CE 4.221 (4.379)] [KD 3.851 (3.989)] 2024-10-14 21:44:38,844 - Train: 66.49% [831800/1251000] [664.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000780] [CE 3.730 (4.326)] [KD 3.510 (3.922)] 2024-10-14 21:44:46,609 - Train: 66.49% [831850/1251000] [664.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000779] [CE 4.549 (4.438)] [KD 3.991 (4.028)] 2024-10-14 21:44:54,303 - Train: 66.50% [831900/1251000] [665.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.010] [optim_t 0.145] [lr 0.000779] [CE 4.564 (4.434)] [KD 4.019 (3.998)] 2024-10-14 21:45:02,300 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 35030] [top5_cnt 44681] [top_all 50000] 2024-10-14 21:45:02,300 - net: 70.060 (89.362) 2024-10-14 21:45:08,424 - Test (net_E): 100.00% [50/50] [batch_t 0.056 (0.108)] [top1_cnt 37725] [top5_cnt 46257] [top_all 50000] 2024-10-14 21:45:08,425 - net_E: 75.450 (92.514) 2024-10-14 21:45:08,568 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.472 (epoch: 664)] 2024-10-14 21:45:08,569 - ==> Total time: 1 day, 7:42:51 Eta: 15:58:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:45:15,997 - Train: 66.50% [831950/1251000] [665.0/1000.0] [batch_t 0.151 (0.168)] [data_t 0.004] [optim_t 0.147] [lr 0.000779] [CE 4.612 (4.452)] [KD 4.094 (4.035)] 2024-10-14 21:45:23,904 - Train: 66.51% [832000/1251000] [665.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000779] [CE 4.279 (4.452)] [KD 3.667 (3.979)] 2024-10-14 21:45:31,771 - Train: 66.51% [832050/1251000] [665.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000779] [CE 4.921 (4.366)] [KD 4.294 (3.924)] 2024-10-14 21:45:39,482 - Train: 66.51% [832100/1251000] [665.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000779] [CE 4.507 (4.290)] [KD 4.102 (3.910)] 2024-10-14 21:45:47,106 - Train: 66.52% [832150/1251000] [665.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000778] [CE 4.660 (4.418)] [KD 4.080 (4.005)] 2024-10-14 21:45:55,159 - Train: 66.52% [832200/1251000] [665.2/1000.0] [batch_t 0.158 (0.161)] [data_t 0.005] [optim_t 0.153] [lr 0.000778] [CE 4.336 (4.405)] [KD 4.021 (3.983)] 2024-10-14 21:46:02,834 - Train: 66.53% [832250/1251000] [665.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.000778] [CE 4.640 (4.429)] [KD 4.077 (3.959)] 2024-10-14 21:46:10,557 - Train: 66.53% [832300/1251000] [665.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000778] [CE 3.969 (4.314)] [KD 3.850 (3.897)] 2024-10-14 21:46:18,175 - Train: 66.53% [832350/1251000] [665.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000778] [CE 4.726 (4.447)] [KD 4.000 (3.973)] 2024-10-14 21:46:25,947 - Train: 66.54% [832400/1251000] [665.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000778] [CE 4.364 (4.421)] [KD 3.663 (4.001)] 2024-10-14 21:46:34,033 - Train: 66.54% [832450/1251000] [665.4/1000.0] [batch_t 0.148 (0.162)] [data_t 0.004] [optim_t 0.144] [lr 0.000778] [CE 4.389 (4.408)] [KD 3.755 (3.953)] 2024-10-14 21:46:41,763 - Train: 66.55% [832500/1251000] [665.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000777] [CE 4.185 (4.428)] [KD 3.972 (3.966)] 2024-10-14 21:46:49,416 - Train: 66.55% [832550/1251000] [665.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000777] [CE 4.520 (4.418)] [KD 3.913 (4.002)] 2024-10-14 21:46:57,284 - Train: 66.55% [832600/1251000] [665.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000777] [CE 4.265 (4.406)] [KD 3.929 (3.995)] 2024-10-14 21:47:04,995 - Train: 66.56% [832650/1251000] [665.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000777] [CE 4.474 (4.417)] [KD 4.027 (3.980)] 2024-10-14 21:47:12,752 - Train: 66.56% [832700/1251000] [665.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000777] [CE 4.289 (4.426)] [KD 4.026 (3.977)] 2024-10-14 21:47:20,702 - Train: 66.57% [832750/1251000] [665.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000777] [CE 4.275 (4.422)] [KD 4.079 (3.999)] 2024-10-14 21:47:28,283 - Train: 66.57% [832800/1251000] [665.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000776] [CE 4.257 (4.417)] [KD 4.025 (3.957)] 2024-10-14 21:47:35,984 - Train: 66.57% [832850/1251000] [665.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000776] [CE 4.115 (4.359)] [KD 3.791 (3.871)] 2024-10-14 21:47:43,729 - Train: 66.58% [832900/1251000] [665.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000776] [CE 4.438 (4.351)] [KD 4.060 (3.901)] 2024-10-14 21:47:51,327 - Train: 66.58% [832950/1251000] [665.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000776] [CE 3.796 (4.333)] [KD 3.844 (3.922)] 2024-10-14 21:47:59,167 - Train: 66.59% [833000/1251000] [665.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000776] [CE 4.515 (4.395)] [KD 3.967 (3.974)] 2024-10-14 21:48:07,294 - Train: 66.59% [833050/1251000] [665.9/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.000776] [CE 4.314 (4.386)] [KD 3.829 (3.939)] 2024-10-14 21:48:14,865 - Train: 66.59% [833100/1251000] [665.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000775] [CE 4.336 (4.394)] [KD 3.868 (3.947)] 2024-10-14 21:48:22,531 - Train: 66.60% [833150/1251000] [666.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000775] [CE 4.235 (4.412)] [KD 3.797 (3.989)] 2024-10-14 21:48:30,654 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 35691] [top5_cnt 45094] [top_all 50000] 2024-10-14 21:48:30,655 - net: 71.382 (90.188) 2024-10-14 21:48:36,588 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 37767] [top5_cnt 46277] [top_all 50000] 2024-10-14 21:48:36,588 - net_E: 75.534 (92.554) 2024-10-14 21:48:36,726 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.534 (epoch: 666)] 2024-10-14 21:48:36,726 - ==> Total time: 1 day, 7:46:19 Eta: 15:56:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:48:49,614 - Train: 66.60% [833200/1251000] [666.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.003] [optim_t 0.149] [lr 0.000775] [CE 4.080 (4.408)] [KD 3.745 (3.936)] 2024-10-14 21:48:57,485 - Train: 66.61% [833250/1251000] [666.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000775] [CE 4.435 (4.365)] [KD 3.915 (3.942)] 2024-10-14 21:49:05,233 - Train: 66.61% [833300/1251000] [666.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000775] [CE 4.358 (4.389)] [KD 4.108 (3.968)] 2024-10-14 21:49:12,979 - Train: 66.61% [833350/1251000] [666.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000775] [CE 4.487 (4.345)] [KD 3.982 (3.920)] 2024-10-14 21:49:20,823 - Train: 66.62% [833400/1251000] [666.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000774] [CE 4.718 (4.393)] [KD 4.094 (3.953)] 2024-10-14 21:49:28,713 - Train: 66.62% [833450/1251000] [666.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000774] [CE 4.792 (4.456)] [KD 4.289 (3.978)] 2024-10-14 21:49:36,302 - Train: 66.63% [833500/1251000] [666.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000774] [CE 4.277 (4.407)] [KD 3.812 (3.924)] 2024-10-14 21:49:44,111 - Train: 66.63% [833550/1251000] [666.3/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.154] [lr 0.000774] [CE 4.680 (4.439)] [KD 4.111 (3.963)] 2024-10-14 21:49:51,712 - Train: 66.63% [833600/1251000] [666.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000774] [CE 4.442 (4.309)] [KD 4.063 (3.941)] 2024-10-14 21:49:59,305 - Train: 66.64% [833650/1251000] [666.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000774] [CE 4.632 (4.433)] [KD 3.944 (3.968)] 2024-10-14 21:50:06,976 - Train: 66.64% [833700/1251000] [666.4/1000.0] [batch_t 0.160 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.000773] [CE 4.600 (4.418)] [KD 4.149 (3.992)] 2024-10-14 21:50:14,840 - Train: 66.65% [833750/1251000] [666.5/1000.0] [batch_t 0.278 (0.157)] [data_t 0.003] [optim_t 0.275] [lr 0.000773] [CE 4.283 (4.388)] [KD 3.827 (3.983)] 2024-10-14 21:50:22,896 - Train: 66.65% [833800/1251000] [666.5/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000773] [CE 5.192 (4.392)] [KD 4.784 (3.994)] 2024-10-14 21:50:30,610 - Train: 66.65% [833850/1251000] [666.5/1000.0] [batch_t 0.159 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000773] [CE 3.962 (4.420)] [KD 3.620 (3.966)] 2024-10-14 21:50:38,315 - Train: 66.66% [833900/1251000] [666.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000773] [CE 4.191 (4.419)] [KD 3.815 (3.945)] 2024-10-14 21:50:45,847 - Train: 66.66% [833950/1251000] [666.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000773] [CE 3.944 (4.406)] [KD 3.744 (3.979)] 2024-10-14 21:50:53,409 - Train: 66.67% [834000/1251000] [666.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000773] [CE 4.275 (4.398)] [KD 3.835 (3.947)] 2024-10-14 21:51:00,981 - Train: 66.67% [834050/1251000] [666.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000772] [CE 4.283 (4.335)] [KD 3.799 (3.906)] 2024-10-14 21:51:08,957 - Train: 66.67% [834100/1251000] [666.7/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000772] [CE 4.481 (4.420)] [KD 4.073 (4.004)] 2024-10-14 21:51:16,489 - Train: 66.68% [834150/1251000] [666.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000772] [CE 4.690 (4.360)] [KD 4.201 (3.946)] 2024-10-14 21:51:24,355 - Train: 66.68% [834200/1251000] [666.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000772] [CE 4.448 (4.427)] [KD 3.798 (3.964)] 2024-10-14 21:51:32,173 - Train: 66.69% [834250/1251000] [666.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000772] [CE 3.883 (4.381)] [KD 3.759 (3.896)] 2024-10-14 21:51:39,826 - Train: 66.69% [834300/1251000] [666.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000772] [CE 4.216 (4.373)] [KD 3.749 (3.947)] 2024-10-14 21:51:47,411 - Train: 66.69% [834350/1251000] [666.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000771] [CE 4.154 (4.365)] [KD 3.855 (3.906)] 2024-10-14 21:51:55,185 - Train: 66.70% [834400/1251000] [667.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000771] [CE 4.290 (4.357)] [KD 4.002 (3.975)] 2024-10-14 21:52:03,461 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.109)] [top1_cnt 35942] [top5_cnt 45262] [top_all 50000] 2024-10-14 21:52:03,461 - net: 71.884 (90.524) 2024-10-14 21:52:09,417 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37801] [top5_cnt 46276] [top_all 50000] 2024-10-14 21:52:09,417 - net_E: 75.602 (92.552) 2024-10-14 21:52:09,563 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.602 (epoch: 667)] 2024-10-14 21:52:09,563 - ==> Total time: 1 day, 7:49:52 Eta: 15:53:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:52:20,431 - Train: 66.70% [834450/1251000] [667.0/1000.0] [batch_t 0.150 (0.162)] [data_t 0.004] [optim_t 0.146] [lr 0.000771] [CE 4.482 (4.375)] [KD 3.816 (3.890)] 2024-10-14 21:52:28,123 - Train: 66.71% [834500/1251000] [667.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000771] [CE 4.855 (4.421)] [KD 4.222 (3.928)] 2024-10-14 21:52:36,006 - Train: 66.71% [834550/1251000] [667.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000771] [CE 4.286 (4.376)] [KD 3.821 (3.903)] 2024-10-14 21:52:44,007 - Train: 66.71% [834600/1251000] [667.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000771] [CE 4.554 (4.433)] [KD 4.138 (3.950)] 2024-10-14 21:52:51,779 - Train: 66.72% [834650/1251000] [667.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000770] [CE 4.601 (4.395)] [KD 4.090 (3.986)] 2024-10-14 21:52:59,388 - Train: 66.72% [834700/1251000] [667.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000770] [CE 4.595 (4.383)] [KD 4.229 (3.925)] 2024-10-14 21:53:07,128 - Train: 66.73% [834750/1251000] [667.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000770] [CE 4.095 (4.375)] [KD 3.828 (3.964)] 2024-10-14 21:53:14,664 - Train: 66.73% [834800/1251000] [667.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000770] [CE 3.615 (4.373)] [KD 3.602 (3.915)] 2024-10-14 21:53:22,305 - Train: 66.73% [834850/1251000] [667.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000770] [CE 4.432 (4.304)] [KD 3.760 (3.885)] 2024-10-14 21:53:30,093 - Train: 66.74% [834900/1251000] [667.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000770] [CE 4.723 (4.349)] [KD 4.141 (3.890)] 2024-10-14 21:53:38,047 - Train: 66.74% [834950/1251000] [667.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.006] [optim_t 0.143] [lr 0.000769] [CE 4.321 (4.440)] [KD 3.918 (3.992)] 2024-10-14 21:53:45,628 - Train: 66.75% [835000/1251000] [667.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000769] [CE 4.371 (4.489)] [KD 3.917 (3.998)] 2024-10-14 21:53:53,358 - Train: 66.75% [835050/1251000] [667.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000769] [CE 4.495 (4.437)] [KD 4.164 (3.972)] 2024-10-14 21:54:00,978 - Train: 66.75% [835100/1251000] [667.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000769] [CE 3.944 (4.345)] [KD 3.785 (3.934)] 2024-10-14 21:54:08,864 - Train: 66.76% [835150/1251000] [667.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000769] [CE 4.646 (4.429)] [KD 4.059 (3.967)] 2024-10-14 21:54:16,640 - Train: 66.76% [835200/1251000] [667.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000769] [CE 4.493 (4.366)] [KD 4.113 (3.929)] 2024-10-14 21:54:24,172 - Train: 66.77% [835250/1251000] [667.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000768] [CE 4.642 (4.473)] [KD 4.141 (4.018)] 2024-10-14 21:54:31,726 - Train: 66.77% [835300/1251000] [667.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000768] [CE 4.630 (4.376)] [KD 4.215 (3.950)] 2024-10-14 21:54:39,594 - Train: 66.77% [835350/1251000] [667.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000768] [CE 4.613 (4.373)] [KD 4.008 (3.924)] 2024-10-14 21:54:47,278 - Train: 66.78% [835400/1251000] [667.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000768] [CE 4.215 (4.410)] [KD 3.788 (3.939)] 2024-10-14 21:54:55,217 - Train: 66.78% [835450/1251000] [667.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000768] [CE 4.495 (4.427)] [KD 4.043 (3.938)] 2024-10-14 21:55:02,795 - Train: 66.79% [835500/1251000] [667.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000768] [CE 4.101 (4.375)] [KD 4.145 (3.945)] 2024-10-14 21:55:10,399 - Train: 66.79% [835550/1251000] [667.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000768] [CE 4.128 (4.409)] [KD 3.901 (3.952)] 2024-10-14 21:55:18,102 - Train: 66.79% [835600/1251000] [667.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000767] [CE 4.280 (4.406)] [KD 3.791 (3.935)] 2024-10-14 21:55:25,789 - Train: 66.80% [835650/1251000] [668.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000767] [CE 4.938 (4.379)] [KD 4.373 (3.968)] 2024-10-14 21:55:34,295 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35908] [top5_cnt 45215] [top_all 50000] 2024-10-14 21:55:34,296 - net: 71.816 (90.430) 2024-10-14 21:55:40,250 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37795] [top5_cnt 46271] [top_all 50000] 2024-10-14 21:55:40,251 - net_E: 75.590 (92.542) 2024-10-14 21:55:40,386 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.602 (epoch: 667)] 2024-10-14 21:55:40,386 - ==> Total time: 1 day, 7:53:23 Eta: 15:50:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:55:47,460 - Train: 66.80% [835700/1251000] [668.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.005] [optim_t 0.144] [lr 0.000767] [CE 4.009 (4.400)] [KD 3.643 (3.880)] 2024-10-14 21:55:55,612 - Train: 66.81% [835750/1251000] [668.1/1000.0] [batch_t 0.154 (0.163)] [data_t 0.004] [optim_t 0.149] [lr 0.000767] [CE 4.614 (4.467)] [KD 3.922 (3.968)] 2024-10-14 21:56:03,163 - Train: 66.81% [835800/1251000] [668.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000767] [CE 4.386 (4.374)] [KD 4.149 (3.929)] 2024-10-14 21:56:10,845 - Train: 66.81% [835850/1251000] [668.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000767] [CE 4.565 (4.408)] [KD 3.844 (3.949)] 2024-10-14 21:56:18,501 - Train: 66.82% [835900/1251000] [668.2/1000.0] [batch_t 0.278 (0.153)] [data_t 0.004] [optim_t 0.274] [lr 0.000766] [CE 3.985 (4.394)] [KD 3.802 (3.919)] 2024-10-14 21:56:26,215 - Train: 66.82% [835950/1251000] [668.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000766] [CE 4.908 (4.360)] [KD 4.318 (3.926)] 2024-10-14 21:56:33,772 - Train: 66.83% [836000/1251000] [668.3/1000.0] [batch_t 0.145 (0.151)] [data_t 0.003] [optim_t 0.142] [lr 0.000766] [CE 4.804 (4.417)] [KD 3.852 (3.983)] 2024-10-14 21:56:41,585 - Train: 66.83% [836050/1251000] [668.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000766] [CE 4.378 (4.425)] [KD 3.797 (3.945)] 2024-10-14 21:56:49,116 - Train: 66.83% [836100/1251000] [668.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000766] [CE 4.576 (4.348)] [KD 4.037 (3.887)] 2024-10-14 21:56:56,988 - Train: 66.84% [836150/1251000] [668.4/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000766] [CE 4.558 (4.393)] [KD 3.923 (3.929)] 2024-10-14 21:57:04,897 - Train: 66.84% [836200/1251000] [668.4/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.000765] [CE 4.795 (4.439)] [KD 4.134 (3.919)] 2024-10-14 21:57:12,536 - Train: 66.85% [836250/1251000] [668.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000765] [CE 4.938 (4.346)] [KD 4.316 (3.912)] 2024-10-14 21:57:20,390 - Train: 66.85% [836300/1251000] [668.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000765] [CE 4.234 (4.434)] [KD 3.871 (3.930)] 2024-10-14 21:57:28,026 - Train: 66.85% [836350/1251000] [668.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000765] [CE 4.494 (4.364)] [KD 3.995 (3.946)] 2024-10-14 21:57:35,614 - Train: 66.86% [836400/1251000] [668.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000765] [CE 4.524 (4.411)] [KD 4.110 (3.930)] 2024-10-14 21:57:43,543 - Train: 66.86% [836450/1251000] [668.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000765] [CE 4.106 (4.407)] [KD 4.027 (3.937)] 2024-10-14 21:57:51,305 - Train: 66.87% [836500/1251000] [668.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000764] [CE 4.717 (4.402)] [KD 4.078 (3.926)] 2024-10-14 21:57:58,976 - Train: 66.87% [836550/1251000] [668.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000764] [CE 4.280 (4.451)] [KD 3.951 (3.964)] 2024-10-14 21:58:06,815 - Train: 66.87% [836600/1251000] [668.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.000764] [CE 4.397 (4.416)] [KD 4.098 (3.926)] 2024-10-14 21:58:14,380 - Train: 66.88% [836650/1251000] [668.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000764] [CE 4.518 (4.437)] [KD 3.906 (3.953)] 2024-10-14 21:58:22,037 - Train: 66.88% [836700/1251000] [668.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000764] [CE 4.234 (4.378)] [KD 3.678 (3.914)] 2024-10-14 21:58:29,767 - Train: 66.89% [836750/1251000] [668.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000764] [CE 4.354 (4.409)] [KD 3.755 (3.949)] 2024-10-14 21:58:37,471 - Train: 66.89% [836800/1251000] [668.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000763] [CE 4.077 (4.415)] [KD 3.964 (3.968)] 2024-10-14 21:58:45,176 - Train: 66.89% [836850/1251000] [668.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000763] [CE 4.263 (4.427)] [KD 3.695 (3.954)] 2024-10-14 21:58:52,894 - Train: 66.90% [836900/1251000] [669.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000763] [CE 4.193 (4.376)] [KD 3.714 (3.928)] 2024-10-14 21:59:01,397 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35948] [top5_cnt 45294] [top_all 50000] 2024-10-14 21:59:01,397 - net: 71.896 (90.588) 2024-10-14 21:59:07,314 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37774] [top5_cnt 46278] [top_all 50000] 2024-10-14 21:59:07,315 - net_E: 75.548 (92.556) 2024-10-14 21:59:07,449 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.602 (epoch: 667)] 2024-10-14 21:59:07,449 - ==> Total time: 1 day, 7:56:50 Eta: 15:48:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 21:59:14,598 - Train: 66.90% [836950/1251000] [669.0/1000.0] [batch_t 0.151 (0.177)] [data_t 0.005] [optim_t 0.146] [lr 0.000763] [CE 4.307 (4.348)] [KD 3.884 (3.877)] 2024-10-14 21:59:22,462 - Train: 66.91% [837000/1251000] [669.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000763] [CE 4.663 (4.347)] [KD 4.202 (3.872)] 2024-10-14 21:59:30,340 - Train: 66.91% [837050/1251000] [669.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000763] [CE 4.087 (4.368)] [KD 3.943 (3.925)] 2024-10-14 21:59:37,925 - Train: 66.91% [837100/1251000] [669.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000763] [CE 4.863 (4.401)] [KD 4.341 (3.914)] 2024-10-14 21:59:45,526 - Train: 66.92% [837150/1251000] [669.2/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000762] [CE 4.409 (4.396)] [KD 3.777 (3.916)] 2024-10-14 21:59:53,181 - Train: 66.92% [837200/1251000] [669.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000762] [CE 4.502 (4.405)] [KD 4.077 (3.958)] 2024-10-14 22:00:00,877 - Train: 66.93% [837250/1251000] [669.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000762] [CE 4.453 (4.405)] [KD 4.014 (3.924)] 2024-10-14 22:00:08,850 - Train: 66.93% [837300/1251000] [669.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000762] [CE 4.730 (4.380)] [KD 4.126 (3.907)] 2024-10-14 22:00:16,353 - Train: 66.93% [837350/1251000] [669.3/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.151] [lr 0.000762] [CE 4.359 (4.461)] [KD 4.085 (3.986)] 2024-10-14 22:00:24,070 - Train: 66.94% [837400/1251000] [669.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000762] [CE 4.678 (4.440)] [KD 4.180 (3.968)] 2024-10-14 22:00:32,041 - Train: 66.94% [837450/1251000] [669.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000761] [CE 4.463 (4.436)] [KD 3.960 (3.935)] 2024-10-14 22:00:39,607 - Train: 66.95% [837500/1251000] [669.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000761] [CE 4.223 (4.368)] [KD 3.676 (3.929)] 2024-10-14 22:00:47,308 - Train: 66.95% [837550/1251000] [669.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000761] [CE 4.233 (4.349)] [KD 3.824 (3.893)] 2024-10-14 22:00:54,919 - Train: 66.95% [837600/1251000] [669.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000761] [CE 4.173 (4.374)] [KD 3.884 (3.893)] 2024-10-14 22:01:02,637 - Train: 66.96% [837650/1251000] [669.6/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000761] [CE 4.754 (4.337)] [KD 4.061 (3.887)] 2024-10-14 22:01:10,373 - Train: 66.96% [837700/1251000] [669.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000761] [CE 4.352 (4.411)] [KD 3.965 (3.958)] 2024-10-14 22:01:18,005 - Train: 66.97% [837750/1251000] [669.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000760] [CE 4.352 (4.376)] [KD 3.770 (3.898)] 2024-10-14 22:01:25,723 - Train: 66.97% [837800/1251000] [669.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000760] [CE 4.379 (4.433)] [KD 3.813 (3.976)] 2024-10-14 22:01:33,583 - Train: 66.97% [837850/1251000] [669.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000760] [CE 4.619 (4.438)] [KD 3.980 (3.955)] 2024-10-14 22:01:41,381 - Train: 66.98% [837900/1251000] [669.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000760] [CE 4.527 (4.354)] [KD 3.878 (3.973)] 2024-10-14 22:01:48,906 - Train: 66.98% [837950/1251000] [669.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000760] [CE 4.408 (4.500)] [KD 3.970 (4.004)] 2024-10-14 22:01:56,438 - Train: 66.99% [838000/1251000] [669.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000760] [CE 4.419 (4.391)] [KD 3.907 (3.987)] 2024-10-14 22:02:04,007 - Train: 66.99% [838050/1251000] [669.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000759] [CE 3.958 (4.378)] [KD 3.763 (3.952)] 2024-10-14 22:02:11,836 - Train: 66.99% [838100/1251000] [669.9/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000759] [CE 4.261 (4.386)] [KD 4.190 (3.966)] 2024-10-14 22:02:19,622 - Train: 67.00% [838150/1251000] [670.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000759] [CE 4.457 (4.326)] [KD 3.899 (3.836)] 2024-10-14 22:02:28,222 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36133] [top5_cnt 45408] [top_all 50000] 2024-10-14 22:02:28,222 - net: 72.266 (90.816) 2024-10-14 22:02:34,231 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37802] [top5_cnt 46278] [top_all 50000] 2024-10-14 22:02:34,231 - net_E: 75.604 (92.556) 2024-10-14 22:02:34,387 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.604 (epoch: 670)] 2024-10-14 22:02:34,387 - ==> Total time: 1 day, 8:00:17 Eta: 15:45:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:02:46,277 - Train: 67.00% [838200/1251000] [670.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.005] [optim_t 0.146] [lr 0.000759] [CE 4.662 (4.316)] [KD 3.915 (3.836)] 2024-10-14 22:02:54,069 - Train: 67.01% [838250/1251000] [670.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000759] [CE 4.670 (4.380)] [KD 4.059 (3.890)] 2024-10-14 22:03:01,749 - Train: 67.01% [838300/1251000] [670.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000759] [CE 4.283 (4.368)] [KD 3.697 (3.864)] 2024-10-14 22:03:09,327 - Train: 67.01% [838350/1251000] [670.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000758] [CE 4.191 (4.397)] [KD 3.799 (3.894)] 2024-10-14 22:03:16,897 - Train: 67.02% [838400/1251000] [670.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000758] [CE 4.921 (4.352)] [KD 4.297 (3.887)] 2024-10-14 22:03:24,459 - Train: 67.02% [838450/1251000] [670.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000758] [CE 3.904 (4.346)] [KD 3.901 (3.897)] 2024-10-14 22:03:32,293 - Train: 67.03% [838500/1251000] [670.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000758] [CE 4.032 (4.376)] [KD 4.056 (3.932)] 2024-10-14 22:03:40,230 - Train: 67.03% [838550/1251000] [670.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000758] [CE 4.238 (4.497)] [KD 3.829 (4.035)] 2024-10-14 22:03:47,815 - Train: 67.03% [838600/1251000] [670.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000758] [CE 4.607 (4.371)] [KD 4.160 (3.920)] 2024-10-14 22:03:55,571 - Train: 67.04% [838650/1251000] [670.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000758] [CE 4.269 (4.336)] [KD 3.875 (3.912)] 2024-10-14 22:04:03,287 - Train: 67.04% [838700/1251000] [670.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000757] [CE 4.828 (4.484)] [KD 4.266 (4.021)] 2024-10-14 22:04:10,881 - Train: 67.05% [838750/1251000] [670.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000757] [CE 4.323 (4.389)] [KD 4.007 (3.967)] 2024-10-14 22:04:18,460 - Train: 67.05% [838800/1251000] [670.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000757] [CE 3.988 (4.399)] [KD 3.851 (3.969)] 2024-10-14 22:04:26,250 - Train: 67.05% [838850/1251000] [670.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000757] [CE 4.525 (4.388)] [KD 4.042 (3.957)] 2024-10-14 22:04:34,159 - Train: 67.06% [838900/1251000] [670.6/1000.0] [batch_t 0.405 (0.158)] [data_t 0.003] [optim_t 0.403] [lr 0.000757] [CE 4.766 (4.454)] [KD 4.118 (3.916)] 2024-10-14 22:04:41,813 - Train: 67.06% [838950/1251000] [670.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000757] [CE 4.692 (4.364)] [KD 4.140 (3.950)] 2024-10-14 22:04:49,627 - Train: 67.07% [839000/1251000] [670.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000756] [CE 4.068 (4.400)] [KD 3.804 (3.936)] 2024-10-14 22:04:57,396 - Train: 67.07% [839050/1251000] [670.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000756] [CE 4.258 (4.380)] [KD 3.564 (3.924)] 2024-10-14 22:05:05,249 - Train: 67.07% [839100/1251000] [670.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000756] [CE 4.495 (4.366)] [KD 3.936 (3.940)] 2024-10-14 22:05:13,045 - Train: 67.08% [839150/1251000] [670.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000756] [CE 4.060 (4.331)] [KD 3.866 (3.894)] 2024-10-14 22:05:20,663 - Train: 67.08% [839200/1251000] [670.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.000756] [CE 4.127 (4.400)] [KD 3.745 (3.945)] 2024-10-14 22:05:28,427 - Train: 67.09% [839250/1251000] [670.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000756] [CE 4.371 (4.417)] [KD 4.237 (3.957)] 2024-10-14 22:05:35,976 - Train: 67.09% [839300/1251000] [670.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000755] [CE 4.587 (4.459)] [KD 4.217 (3.956)] 2024-10-14 22:05:43,670 - Train: 67.09% [839350/1251000] [670.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000755] [CE 4.547 (4.439)] [KD 4.167 (4.019)] 2024-10-14 22:05:51,492 - Train: 67.10% [839400/1251000] [671.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000755] [CE 4.600 (4.428)] [KD 4.069 (3.970)] 2024-10-14 22:06:00,329 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35358] [top5_cnt 44872] [top_all 50000] 2024-10-14 22:06:00,329 - net: 70.716 (89.744) 2024-10-14 22:06:06,274 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37832] [top5_cnt 46298] [top_all 50000] 2024-10-14 22:06:06,275 - net_E: 75.664 (92.596) 2024-10-14 22:06:06,408 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.664 (epoch: 671)] 2024-10-14 22:06:06,408 - ==> Total time: 1 day, 8:03:49 Eta: 15:43:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:06:18,009 - Train: 67.10% [839450/1251000] [671.0/1000.0] [batch_t 0.272 (0.171)] [data_t 0.003] [optim_t 0.269] [lr 0.000755] [CE 4.281 (4.327)] [KD 3.929 (3.930)] 2024-10-14 22:06:25,796 - Train: 67.11% [839500/1251000] [671.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000755] [CE 4.335 (4.383)] [KD 4.048 (3.906)] 2024-10-14 22:06:33,463 - Train: 67.11% [839550/1251000] [671.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000755] [CE 4.480 (4.388)] [KD 4.182 (3.934)] 2024-10-14 22:06:41,055 - Train: 67.11% [839600/1251000] [671.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000754] [CE 4.559 (4.376)] [KD 3.966 (3.914)] 2024-10-14 22:06:48,678 - Train: 67.12% [839650/1251000] [671.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000754] [CE 4.246 (4.319)] [KD 3.963 (3.884)] 2024-10-14 22:06:56,521 - Train: 67.12% [839700/1251000] [671.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000754] [CE 3.784 (4.350)] [KD 3.598 (3.914)] 2024-10-14 22:07:04,371 - Train: 67.13% [839750/1251000] [671.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000754] [CE 4.328 (4.406)] [KD 3.942 (3.973)] 2024-10-14 22:07:12,205 - Train: 67.13% [839800/1251000] [671.3/1000.0] [batch_t 0.308 (0.157)] [data_t 0.004] [optim_t 0.304] [lr 0.000754] [CE 4.631 (4.402)] [KD 4.053 (3.895)] 2024-10-14 22:07:19,806 - Train: 67.13% [839850/1251000] [671.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000754] [CE 4.543 (4.375)] [KD 4.142 (3.923)] 2024-10-14 22:07:27,525 - Train: 67.14% [839900/1251000] [671.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000754] [CE 4.490 (4.420)] [KD 4.339 (3.942)] 2024-10-14 22:07:35,161 - Train: 67.14% [839950/1251000] [671.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000753] [CE 4.630 (4.414)] [KD 3.875 (3.932)] 2024-10-14 22:07:42,865 - Train: 67.15% [840000/1251000] [671.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000753] [CE 4.286 (4.340)] [KD 4.010 (3.858)] 2024-10-14 22:07:50,732 - Train: 67.15% [840050/1251000] [671.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000753] [CE 4.252 (4.486)] [KD 3.899 (3.941)] 2024-10-14 22:07:58,529 - Train: 67.15% [840100/1251000] [671.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000753] [CE 4.672 (4.294)] [KD 3.976 (3.876)] 2024-10-14 22:08:06,433 - Train: 67.16% [840150/1251000] [671.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000753] [CE 4.224 (4.376)] [KD 3.654 (3.917)] 2024-10-14 22:08:14,049 - Train: 67.16% [840200/1251000] [671.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000753] [CE 5.023 (4.378)] [KD 4.440 (3.922)] 2024-10-14 22:08:21,773 - Train: 67.17% [840250/1251000] [671.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000752] [CE 4.882 (4.497)] [KD 4.004 (3.958)] 2024-10-14 22:08:29,325 - Train: 67.17% [840300/1251000] [671.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000752] [CE 4.217 (4.399)] [KD 3.720 (3.917)] 2024-10-14 22:08:37,377 - Train: 67.17% [840350/1251000] [671.7/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.000752] [CE 4.877 (4.424)] [KD 4.102 (3.970)] 2024-10-14 22:08:44,973 - Train: 67.18% [840400/1251000] [671.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000752] [CE 4.176 (4.457)] [KD 3.747 (3.986)] 2024-10-14 22:08:52,575 - Train: 67.18% [840450/1251000] [671.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000752] [CE 4.004 (4.382)] [KD 3.702 (3.900)] 2024-10-14 22:09:00,249 - Train: 67.19% [840500/1251000] [671.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000752] [CE 4.090 (4.363)] [KD 3.820 (3.900)] 2024-10-14 22:09:08,253 - Train: 67.19% [840550/1251000] [671.9/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.000751] [CE 3.719 (4.379)] [KD 3.579 (3.928)] 2024-10-14 22:09:15,995 - Train: 67.19% [840600/1251000] [671.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000751] [CE 4.469 (4.408)] [KD 3.843 (3.941)] 2024-10-14 22:09:23,951 - Train: 67.20% [840650/1251000] [672.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000751] [CE 4.721 (4.426)] [KD 4.058 (3.948)] 2024-10-14 22:09:32,897 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36030] [top5_cnt 45380] [top_all 50000] 2024-10-14 22:09:32,897 - net: 72.060 (90.760) 2024-10-14 22:09:38,832 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37837] [top5_cnt 46290] [top_all 50000] 2024-10-14 22:09:38,833 - net_E: 75.674 (92.580) 2024-10-14 22:09:38,975 - Max [top1: 72.298 (epoch: 662)] [top1-ema: 75.674 (epoch: 672)] 2024-10-14 22:09:38,975 - ==> Total time: 1 day, 8:07:22 Eta: 15:40:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:09:50,338 - Train: 67.20% [840700/1251000] [672.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.004] [optim_t 0.146] [lr 0.000751] [CE 4.078 (4.325)] [KD 3.686 (3.822)] 2024-10-14 22:09:58,064 - Train: 67.21% [840750/1251000] [672.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000751] [CE 3.977 (4.369)] [KD 3.604 (3.910)] 2024-10-14 22:10:05,692 - Train: 67.21% [840800/1251000] [672.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000751] [CE 4.726 (4.332)] [KD 3.943 (3.867)] 2024-10-14 22:10:13,261 - Train: 67.21% [840850/1251000] [672.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.002] [optim_t 0.152] [lr 0.000750] [CE 4.850 (4.413)] [KD 4.160 (3.915)] 2024-10-14 22:10:21,007 - Train: 67.22% [840900/1251000] [672.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000750] [CE 4.461 (4.389)] [KD 3.945 (3.889)] 2024-10-14 22:10:28,731 - Train: 67.22% [840950/1251000] [672.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000750] [CE 4.467 (4.418)] [KD 4.058 (3.940)] 2024-10-14 22:10:36,808 - Train: 67.23% [841000/1251000] [672.3/1000.0] [batch_t 0.159 (0.161)] [data_t 0.004] [optim_t 0.156] [lr 0.000750] [CE 3.830 (4.367)] [KD 3.600 (3.921)] 2024-10-14 22:10:44,652 - Train: 67.23% [841050/1251000] [672.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000750] [CE 4.424 (4.443)] [KD 4.042 (3.996)] 2024-10-14 22:10:52,352 - Train: 67.23% [841100/1251000] [672.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000750] [CE 3.568 (4.344)] [KD 3.615 (3.894)] 2024-10-14 22:10:59,881 - Train: 67.24% [841150/1251000] [672.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000750] [CE 4.318 (4.374)] [KD 3.988 (3.883)] 2024-10-14 22:11:07,439 - Train: 67.24% [841200/1251000] [672.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000749] [CE 4.682 (4.473)] [KD 4.161 (3.991)] 2024-10-14 22:11:15,056 - Train: 67.25% [841250/1251000] [672.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.006] [optim_t 0.145] [lr 0.000749] [CE 4.583 (4.346)] [KD 3.873 (3.914)] 2024-10-14 22:11:22,800 - Train: 67.25% [841300/1251000] [672.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000749] [CE 4.659 (4.442)] [KD 4.006 (3.956)] 2024-10-14 22:11:30,501 - Train: 67.25% [841350/1251000] [672.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000749] [CE 4.442 (4.429)] [KD 4.100 (3.947)] 2024-10-14 22:11:38,325 - Train: 67.26% [841400/1251000] [672.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000749] [CE 4.910 (4.394)] [KD 4.106 (3.900)] 2024-10-14 22:11:46,021 - Train: 67.26% [841450/1251000] [672.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000749] [CE 4.486 (4.430)] [KD 3.981 (3.941)] 2024-10-14 22:11:53,906 - Train: 67.27% [841500/1251000] [672.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000748] [CE 4.430 (4.357)] [KD 3.914 (3.931)] 2024-10-14 22:12:01,435 - Train: 67.27% [841550/1251000] [672.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000748] [CE 4.652 (4.382)] [KD 4.006 (3.939)] 2024-10-14 22:12:09,174 - Train: 67.27% [841600/1251000] [672.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000748] [CE 3.846 (4.407)] [KD 3.605 (3.961)] 2024-10-14 22:12:16,736 - Train: 67.28% [841650/1251000] [672.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000748] [CE 3.962 (4.458)] [KD 3.734 (3.962)] 2024-10-14 22:12:24,323 - Train: 67.28% [841700/1251000] [672.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000748] [CE 4.520 (4.395)] [KD 4.085 (3.897)] 2024-10-14 22:12:31,895 - Train: 67.29% [841750/1251000] [672.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000748] [CE 4.613 (4.455)] [KD 4.100 (3.934)] 2024-10-14 22:12:39,693 - Train: 67.29% [841800/1251000] [672.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000747] [CE 4.125 (4.394)] [KD 3.760 (3.955)] 2024-10-14 22:12:47,611 - Train: 67.29% [841850/1251000] [672.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000747] [CE 4.349 (4.426)] [KD 3.877 (3.927)] 2024-10-14 22:12:55,433 - Train: 67.30% [841900/1251000] [673.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000747] [CE 4.211 (4.457)] [KD 3.893 (3.962)] 2024-10-14 22:13:04,631 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36153] [top5_cnt 45386] [top_all 50000] 2024-10-14 22:13:04,631 - net: 72.306 (90.772) 2024-10-14 22:13:10,449 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37830] [top5_cnt 46300] [top_all 50000] 2024-10-14 22:13:10,449 - net_E: 75.660 (92.600) 2024-10-14 22:13:10,570 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.674 (epoch: 672)] 2024-10-14 22:13:10,571 - ==> Total time: 1 day, 8:10:53 Eta: 15:38:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:13:22,592 - Train: 67.30% [841950/1251000] [673.0/1000.0] [batch_t 0.154 (0.167)] [data_t 0.004] [optim_t 0.151] [lr 0.000747] [CE 4.687 (4.423)] [KD 3.862 (3.856)] 2024-10-14 22:13:30,127 - Train: 67.31% [842000/1251000] [673.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000747] [CE 4.628 (4.368)] [KD 3.956 (3.852)] 2024-10-14 22:13:37,692 - Train: 67.31% [842050/1251000] [673.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000747] [CE 4.412 (4.299)] [KD 4.008 (3.833)] 2024-10-14 22:13:45,372 - Train: 67.31% [842100/1251000] [673.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.002] [optim_t 0.149] [lr 0.000746] [CE 4.558 (4.428)] [KD 4.043 (3.880)] 2024-10-14 22:13:53,365 - Train: 67.32% [842150/1251000] [673.2/1000.0] [batch_t 0.153 (0.160)] [data_t 0.003] [optim_t 0.150] [lr 0.000746] [CE 4.667 (4.350)] [KD 3.969 (3.854)] 2024-10-14 22:14:01,051 - Train: 67.32% [842200/1251000] [673.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000746] [CE 4.490 (4.352)] [KD 3.788 (3.911)] 2024-10-14 22:14:08,688 - Train: 67.33% [842250/1251000] [673.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000746] [CE 4.190 (4.364)] [KD 3.925 (3.912)] 2024-10-14 22:14:16,700 - Train: 67.33% [842300/1251000] [673.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000746] [CE 3.966 (4.440)] [KD 3.687 (3.926)] 2024-10-14 22:14:24,563 - Train: 67.33% [842350/1251000] [673.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000746] [CE 4.632 (4.398)] [KD 3.848 (3.905)] 2024-10-14 22:14:32,246 - Train: 67.34% [842400/1251000] [673.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000746] [CE 5.003 (4.384)] [KD 4.213 (3.906)] 2024-10-14 22:14:40,042 - Train: 67.34% [842450/1251000] [673.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000745] [CE 4.525 (4.336)] [KD 3.876 (3.827)] 2024-10-14 22:14:47,826 - Train: 67.35% [842500/1251000] [673.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000745] [CE 4.266 (4.401)] [KD 3.953 (3.885)] 2024-10-14 22:14:55,574 - Train: 67.35% [842550/1251000] [673.5/1000.0] [batch_t 0.274 (0.155)] [data_t 0.005] [optim_t 0.269] [lr 0.000745] [CE 4.392 (4.454)] [KD 3.833 (3.966)] 2024-10-14 22:15:03,327 - Train: 67.35% [842600/1251000] [673.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000745] [CE 4.229 (4.389)] [KD 3.734 (3.905)] 2024-10-14 22:15:11,147 - Train: 67.36% [842650/1251000] [673.6/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000745] [CE 4.454 (4.346)] [KD 3.694 (3.882)] 2024-10-14 22:15:18,952 - Train: 67.36% [842700/1251000] [673.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000745] [CE 4.216 (4.399)] [KD 3.745 (3.886)] 2024-10-14 22:15:26,500 - Train: 67.37% [842750/1251000] [673.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000744] [CE 4.196 (4.322)] [KD 3.891 (3.861)] 2024-10-14 22:15:34,296 - Train: 67.37% [842800/1251000] [673.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000744] [CE 4.684 (4.381)] [KD 3.917 (3.905)] 2024-10-14 22:15:41,834 - Train: 67.37% [842850/1251000] [673.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000744] [CE 4.536 (4.401)] [KD 3.962 (3.887)] 2024-10-14 22:15:49,472 - Train: 67.38% [842900/1251000] [673.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000744] [CE 4.553 (4.355)] [KD 4.012 (3.920)] 2024-10-14 22:15:57,244 - Train: 67.38% [842950/1251000] [673.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000744] [CE 5.114 (4.447)] [KD 4.481 (3.950)] 2024-10-14 22:16:05,020 - Train: 67.39% [843000/1251000] [673.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000744] [CE 4.532 (4.372)] [KD 3.740 (3.926)] 2024-10-14 22:16:12,853 - Train: 67.39% [843050/1251000] [673.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000743] [CE 4.384 (4.464)] [KD 4.133 (4.002)] 2024-10-14 22:16:20,401 - Train: 67.39% [843100/1251000] [673.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000743] [CE 4.659 (4.368)] [KD 3.982 (3.924)] 2024-10-14 22:16:28,078 - Train: 67.40% [843150/1251000] [674.0/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.159] [lr 0.000743] [CE 4.768 (4.406)] [KD 4.098 (3.941)] 2024-10-14 22:16:37,370 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 35044] [top5_cnt 44677] [top_all 50000] 2024-10-14 22:16:37,371 - net: 70.088 (89.354) 2024-10-14 22:16:43,279 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37865] [top5_cnt 46300] [top_all 50000] 2024-10-14 22:16:43,279 - net_E: 75.730 (92.600) 2024-10-14 22:16:43,395 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:16:43,395 - ==> Total time: 1 day, 8:14:26 Eta: 15:35:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:16:56,098 - Train: 67.40% [843200/1251000] [674.0/1000.0] [batch_t 0.149 (0.172)] [data_t 0.004] [optim_t 0.145] [lr 0.000743] [CE 4.536 (4.359)] [KD 3.931 (3.878)] 2024-10-14 22:17:03,806 - Train: 67.41% [843250/1251000] [674.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000743] [CE 4.485 (4.340)] [KD 3.909 (3.862)] 2024-10-14 22:17:11,459 - Train: 67.41% [843300/1251000] [674.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000743] [CE 4.613 (4.397)] [KD 3.978 (3.910)] 2024-10-14 22:17:19,189 - Train: 67.41% [843350/1251000] [674.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000743] [CE 3.870 (4.439)] [KD 3.852 (3.923)] 2024-10-14 22:17:27,069 - Train: 67.42% [843400/1251000] [674.2/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.000742] [CE 4.427 (4.270)] [KD 3.967 (3.868)] 2024-10-14 22:17:34,826 - Train: 67.42% [843450/1251000] [674.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000742] [CE 3.794 (4.318)] [KD 3.586 (3.887)] 2024-10-14 22:17:42,655 - Train: 67.43% [843500/1251000] [674.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000742] [CE 4.065 (4.356)] [KD 3.811 (3.898)] 2024-10-14 22:17:50,462 - Train: 67.43% [843550/1251000] [674.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000742] [CE 4.306 (4.408)] [KD 3.824 (3.943)] 2024-10-14 22:17:58,116 - Train: 67.43% [843600/1251000] [674.3/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.159] [lr 0.000742] [CE 4.553 (4.310)] [KD 3.864 (3.854)] 2024-10-14 22:18:06,128 - Train: 67.44% [843650/1251000] [674.4/1000.0] [batch_t 0.280 (0.160)] [data_t 0.003] [optim_t 0.277] [lr 0.000742] [CE 4.454 (4.376)] [KD 3.902 (3.862)] 2024-10-14 22:18:13,774 - Train: 67.44% [843700/1251000] [674.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000741] [CE 4.843 (4.391)] [KD 4.086 (3.904)] 2024-10-14 22:18:21,703 - Train: 67.45% [843750/1251000] [674.5/1000.0] [batch_t 0.155 (0.158)] [data_t 0.006] [optim_t 0.149] [lr 0.000741] [CE 4.307 (4.431)] [KD 4.014 (3.941)] 2024-10-14 22:18:29,562 - Train: 67.45% [843800/1251000] [674.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000741] [CE 4.510 (4.420)] [KD 3.866 (3.933)] 2024-10-14 22:18:37,388 - Train: 67.45% [843850/1251000] [674.5/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000741] [CE 4.001 (4.355)] [KD 3.841 (3.906)] 2024-10-14 22:18:45,156 - Train: 67.46% [843900/1251000] [674.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000741] [CE 4.330 (4.366)] [KD 3.762 (3.880)] 2024-10-14 22:18:52,712 - Train: 67.46% [843950/1251000] [674.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000741] [CE 4.498 (4.501)] [KD 3.833 (3.921)] 2024-10-14 22:19:00,521 - Train: 67.47% [844000/1251000] [674.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000740] [CE 4.813 (4.404)] [KD 4.108 (3.898)] 2024-10-14 22:19:08,182 - Train: 67.47% [844050/1251000] [674.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000740] [CE 4.619 (4.456)] [KD 4.096 (3.952)] 2024-10-14 22:19:16,048 - Train: 67.47% [844100/1251000] [674.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000740] [CE 4.597 (4.367)] [KD 4.135 (3.911)] 2024-10-14 22:19:23,785 - Train: 67.48% [844150/1251000] [674.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000740] [CE 4.448 (4.410)] [KD 3.840 (3.925)] 2024-10-14 22:19:31,554 - Train: 67.48% [844200/1251000] [674.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000740] [CE 4.273 (4.344)] [KD 3.879 (3.888)] 2024-10-14 22:19:39,388 - Train: 67.49% [844250/1251000] [674.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000740] [CE 4.236 (4.384)] [KD 3.885 (3.935)] 2024-10-14 22:19:47,039 - Train: 67.49% [844300/1251000] [674.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000739] [CE 4.242 (4.349)] [KD 3.821 (3.870)] 2024-10-14 22:19:54,607 - Train: 67.49% [844350/1251000] [674.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000739] [CE 4.096 (4.429)] [KD 3.675 (3.933)] 2024-10-14 22:20:02,358 - Train: 67.50% [844400/1251000] [675.0/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000739] [CE 4.452 (4.430)] [KD 3.779 (3.952)] 2024-10-14 22:20:11,907 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 35822] [top5_cnt 45297] [top_all 50000] 2024-10-14 22:20:11,907 - net: 71.644 (90.594) 2024-10-14 22:20:17,865 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37854] [top5_cnt 46321] [top_all 50000] 2024-10-14 22:20:17,866 - net_E: 75.708 (92.642) 2024-10-14 22:20:17,991 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:20:17,991 - ==> Total time: 1 day, 8:18:01 Eta: 15:33:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:20:30,156 - Train: 67.50% [844450/1251000] [675.0/1000.0] [batch_t 0.291 (0.183)] [data_t 0.003] [optim_t 0.288] [lr 0.000739] [CE 4.186 (4.361)] [KD 3.857 (3.948)] 2024-10-14 22:20:37,771 - Train: 67.51% [844500/1251000] [675.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000739] [CE 4.387 (4.413)] [KD 3.720 (3.908)] 2024-10-14 22:20:45,468 - Train: 67.51% [844550/1251000] [675.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000739] [CE 3.961 (4.346)] [KD 3.680 (3.878)] 2024-10-14 22:20:52,953 - Train: 67.51% [844600/1251000] [675.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000739] [CE 4.558 (4.377)] [KD 3.984 (3.888)] 2024-10-14 22:21:00,719 - Train: 67.52% [844650/1251000] [675.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000738] [CE 4.578 (4.349)] [KD 4.031 (3.863)] 2024-10-14 22:21:08,357 - Train: 67.52% [844700/1251000] [675.2/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000738] [CE 4.257 (4.322)] [KD 4.054 (3.836)] 2024-10-14 22:21:15,903 - Train: 67.53% [844750/1251000] [675.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000738] [CE 4.264 (4.267)] [KD 3.723 (3.794)] 2024-10-14 22:21:23,618 - Train: 67.53% [844800/1251000] [675.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000738] [CE 4.427 (4.370)] [KD 3.831 (3.893)] 2024-10-14 22:21:31,572 - Train: 67.53% [844850/1251000] [675.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.006] [optim_t 0.148] [lr 0.000738] [CE 4.426 (4.406)] [KD 3.817 (3.881)] 2024-10-14 22:21:39,217 - Train: 67.54% [844900/1251000] [675.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000738] [CE 4.036 (4.405)] [KD 3.666 (3.904)] 2024-10-14 22:21:46,917 - Train: 67.54% [844950/1251000] [675.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000737] [CE 4.697 (4.477)] [KD 4.039 (3.959)] 2024-10-14 22:21:54,459 - Train: 67.55% [845000/1251000] [675.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000737] [CE 3.821 (4.325)] [KD 3.450 (3.820)] 2024-10-14 22:22:02,137 - Train: 67.55% [845050/1251000] [675.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000737] [CE 4.240 (4.369)] [KD 3.530 (3.837)] 2024-10-14 22:22:10,067 - Train: 67.55% [845100/1251000] [675.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.006] [optim_t 0.146] [lr 0.000737] [CE 4.221 (4.415)] [KD 3.884 (3.931)] 2024-10-14 22:22:17,789 - Train: 67.56% [845150/1251000] [675.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000737] [CE 4.550 (4.395)] [KD 3.981 (3.884)] 2024-10-14 22:22:25,377 - Train: 67.56% [845200/1251000] [675.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000737] [CE 5.104 (4.402)] [KD 4.065 (3.926)] 2024-10-14 22:22:33,098 - Train: 67.57% [845250/1251000] [675.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000736] [CE 4.681 (4.333)] [KD 4.231 (3.874)] 2024-10-14 22:22:40,783 - Train: 67.57% [845300/1251000] [675.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000736] [CE 4.765 (4.466)] [KD 4.135 (3.904)] 2024-10-14 22:22:48,383 - Train: 67.57% [845350/1251000] [675.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000736] [CE 4.389 (4.391)] [KD 4.098 (3.930)] 2024-10-14 22:22:56,363 - Train: 67.58% [845400/1251000] [675.8/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000736] [CE 4.166 (4.432)] [KD 3.559 (3.942)] 2024-10-14 22:23:04,022 - Train: 67.58% [845450/1251000] [675.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000736] [CE 4.310 (4.388)] [KD 3.732 (3.891)] 2024-10-14 22:23:11,654 - Train: 67.59% [845500/1251000] [675.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000736] [CE 4.207 (4.441)] [KD 3.884 (3.959)] 2024-10-14 22:23:19,197 - Train: 67.59% [845550/1251000] [675.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000736] [CE 4.277 (4.365)] [KD 3.928 (3.883)] 2024-10-14 22:23:26,769 - Train: 67.59% [845600/1251000] [675.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000735] [CE 4.440 (4.380)] [KD 3.961 (3.852)] 2024-10-14 22:23:34,319 - Train: 67.60% [845650/1251000] [676.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000735] [CE 4.812 (4.428)] [KD 4.022 (3.922)] 2024-10-14 22:23:44,125 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36005] [top5_cnt 45280] [top_all 50000] 2024-10-14 22:23:44,125 - net: 72.010 (90.560) 2024-10-14 22:23:50,146 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37848] [top5_cnt 46312] [top_all 50000] 2024-10-14 22:23:50,146 - net_E: 75.696 (92.624) 2024-10-14 22:23:50,277 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:23:50,277 - ==> Total time: 1 day, 8:21:33 Eta: 15:30:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:23:56,603 - Train: 67.60% [845700/1251000] [676.0/1000.0] [batch_t 0.150 (0.178)] [data_t 0.004] [optim_t 0.147] [lr 0.000735] [CE 4.533 (4.233)] [KD 4.034 (3.788)] 2024-10-14 22:24:04,481 - Train: 67.61% [845750/1251000] [676.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000735] [CE 4.401 (4.395)] [KD 3.759 (3.808)] 2024-10-14 22:24:12,267 - Train: 67.61% [845800/1251000] [676.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000735] [CE 4.411 (4.396)] [KD 3.808 (3.848)] 2024-10-14 22:24:20,100 - Train: 67.61% [845850/1251000] [676.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000735] [CE 4.603 (4.379)] [KD 4.022 (3.869)] 2024-10-14 22:24:27,718 - Train: 67.62% [845900/1251000] [676.2/1000.0] [batch_t 0.164 (0.152)] [data_t 0.004] [optim_t 0.160] [lr 0.000734] [CE 4.680 (4.344)] [KD 3.973 (3.899)] 2024-10-14 22:24:35,262 - Train: 67.62% [845950/1251000] [676.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000734] [CE 4.747 (4.356)] [KD 3.923 (3.908)] 2024-10-14 22:24:42,945 - Train: 67.63% [846000/1251000] [676.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000734] [CE 4.671 (4.334)] [KD 4.067 (3.895)] 2024-10-14 22:24:50,743 - Train: 67.63% [846050/1251000] [676.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000734] [CE 3.977 (4.314)] [KD 3.824 (3.859)] 2024-10-14 22:24:58,475 - Train: 67.63% [846100/1251000] [676.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000734] [CE 4.836 (4.342)] [KD 4.110 (3.861)] 2024-10-14 22:25:06,180 - Train: 67.64% [846150/1251000] [676.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000734] [CE 4.256 (4.398)] [KD 4.095 (3.911)] 2024-10-14 22:25:13,859 - Train: 67.64% [846200/1251000] [676.4/1000.0] [batch_t 0.283 (0.153)] [data_t 0.005] [optim_t 0.278] [lr 0.000733] [CE 4.605 (4.407)] [KD 3.852 (3.924)] 2024-10-14 22:25:21,536 - Train: 67.65% [846250/1251000] [676.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000733] [CE 4.495 (4.423)] [KD 3.926 (3.866)] 2024-10-14 22:25:29,533 - Train: 67.65% [846300/1251000] [676.5/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000733] [CE 4.270 (4.387)] [KD 3.662 (3.868)] 2024-10-14 22:25:37,223 - Train: 67.65% [846350/1251000] [676.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000733] [CE 4.223 (4.516)] [KD 3.795 (3.967)] 2024-10-14 22:25:44,807 - Train: 67.66% [846400/1251000] [676.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000733] [CE 3.706 (4.384)] [KD 3.688 (3.926)] 2024-10-14 22:25:52,358 - Train: 67.66% [846450/1251000] [676.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000733] [CE 4.504 (4.389)] [KD 3.966 (3.880)] 2024-10-14 22:26:00,008 - Train: 67.67% [846500/1251000] [676.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000733] [CE 4.242 (4.364)] [KD 3.732 (3.927)] 2024-10-14 22:26:07,878 - Train: 67.67% [846550/1251000] [676.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000732] [CE 4.143 (4.408)] [KD 3.905 (3.912)] 2024-10-14 22:26:15,733 - Train: 67.67% [846600/1251000] [676.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000732] [CE 4.392 (4.390)] [KD 3.903 (3.879)] 2024-10-14 22:26:23,607 - Train: 67.68% [846650/1251000] [676.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000732] [CE 4.732 (4.378)] [KD 4.332 (3.876)] 2024-10-14 22:26:31,446 - Train: 67.68% [846700/1251000] [676.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000732] [CE 4.819 (4.416)] [KD 4.048 (3.912)] 2024-10-14 22:26:39,069 - Train: 67.69% [846750/1251000] [676.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000732] [CE 4.260 (4.511)] [KD 3.896 (3.941)] 2024-10-14 22:26:46,756 - Train: 67.69% [846800/1251000] [676.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000732] [CE 4.786 (4.358)] [KD 4.375 (3.940)] 2024-10-14 22:26:54,536 - Train: 67.69% [846850/1251000] [676.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000731] [CE 4.428 (4.324)] [KD 3.914 (3.869)] 2024-10-14 22:27:02,398 - Train: 67.70% [846900/1251000] [677.0/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000731] [CE 4.213 (4.398)] [KD 4.071 (3.876)] 2024-10-14 22:27:12,402 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 35987] [top5_cnt 45281] [top_all 50000] 2024-10-14 22:27:12,402 - net: 71.974 (90.562) 2024-10-14 22:27:18,488 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37835] [top5_cnt 46301] [top_all 50000] 2024-10-14 22:27:18,488 - net_E: 75.670 (92.602) 2024-10-14 22:27:18,619 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:27:18,620 - ==> Total time: 1 day, 8:25:01 Eta: 15:27:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:27:24,830 - Train: 67.70% [846950/1251000] [677.0/1000.0] [batch_t 0.151 (0.176)] [data_t 0.004] [optim_t 0.147] [lr 0.000731] [CE 4.325 (4.418)] [KD 3.942 (3.896)] 2024-10-14 22:27:32,446 - Train: 67.71% [847000/1251000] [677.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000731] [CE 4.387 (4.345)] [KD 3.840 (3.844)] 2024-10-14 22:27:40,343 - Train: 67.71% [847050/1251000] [677.1/1000.0] [batch_t 0.159 (0.158)] [data_t 0.004] [optim_t 0.155] [lr 0.000731] [CE 4.751 (4.362)] [KD 3.986 (3.810)] 2024-10-14 22:27:48,079 - Train: 67.71% [847100/1251000] [677.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000731] [CE 4.469 (4.462)] [KD 3.781 (3.918)] 2024-10-14 22:27:55,916 - Train: 67.72% [847150/1251000] [677.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000730] [CE 4.759 (4.453)] [KD 4.129 (3.897)] 2024-10-14 22:28:03,822 - Train: 67.72% [847200/1251000] [677.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000730] [CE 4.145 (4.420)] [KD 3.874 (3.913)] 2024-10-14 22:28:11,644 - Train: 67.73% [847250/1251000] [677.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000730] [CE 3.498 (4.326)] [KD 3.424 (3.855)] 2024-10-14 22:28:19,494 - Train: 67.73% [847300/1251000] [677.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000730] [CE 4.578 (4.362)] [KD 4.089 (3.880)] 2024-10-14 22:28:27,125 - Train: 67.73% [847350/1251000] [677.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000730] [CE 4.473 (4.387)] [KD 4.128 (3.896)] 2024-10-14 22:28:34,841 - Train: 67.74% [847400/1251000] [677.4/1000.0] [batch_t 0.273 (0.154)] [data_t 0.005] [optim_t 0.268] [lr 0.000730] [CE 4.533 (4.345)] [KD 3.889 (3.864)] 2024-10-14 22:28:42,570 - Train: 67.74% [847450/1251000] [677.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000729] [CE 4.090 (4.414)] [KD 3.812 (3.908)] 2024-10-14 22:28:50,303 - Train: 67.75% [847500/1251000] [677.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000729] [CE 4.421 (4.349)] [KD 3.775 (3.870)] 2024-10-14 22:28:58,091 - Train: 67.75% [847550/1251000] [677.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000729] [CE 4.995 (4.361)] [KD 3.968 (3.847)] 2024-10-14 22:29:05,782 - Train: 67.75% [847600/1251000] [677.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000729] [CE 3.858 (4.430)] [KD 3.689 (3.946)] 2024-10-14 22:29:13,491 - Train: 67.76% [847650/1251000] [677.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.000729] [CE 4.552 (4.415)] [KD 4.064 (3.914)] 2024-10-14 22:29:21,320 - Train: 67.76% [847700/1251000] [677.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000729] [CE 4.601 (4.325)] [KD 3.987 (3.858)] 2024-10-14 22:29:28,897 - Train: 67.77% [847750/1251000] [677.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000729] [CE 4.550 (4.372)] [KD 3.882 (3.917)] 2024-10-14 22:29:36,703 - Train: 67.77% [847800/1251000] [677.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000728] [CE 4.038 (4.402)] [KD 3.773 (3.898)] 2024-10-14 22:29:44,276 - Train: 67.77% [847850/1251000] [677.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000728] [CE 3.867 (4.379)] [KD 3.652 (3.887)] 2024-10-14 22:29:52,044 - Train: 67.78% [847900/1251000] [677.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000728] [CE 4.623 (4.362)] [KD 3.992 (3.876)] 2024-10-14 22:29:59,799 - Train: 67.78% [847950/1251000] [677.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000728] [CE 4.662 (4.471)] [KD 4.073 (3.973)] 2024-10-14 22:30:07,674 - Train: 67.79% [848000/1251000] [677.9/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000728] [CE 4.269 (4.420)] [KD 3.618 (3.895)] 2024-10-14 22:30:15,411 - Train: 67.79% [848050/1251000] [677.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000728] [CE 4.573 (4.382)] [KD 3.921 (3.925)] 2024-10-14 22:30:23,273 - Train: 67.79% [848100/1251000] [677.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000727] [CE 4.593 (4.333)] [KD 4.319 (3.884)] 2024-10-14 22:30:30,909 - Train: 67.80% [848150/1251000] [678.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000727] [CE 4.399 (4.391)] [KD 3.776 (3.913)] 2024-10-14 22:30:40,761 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36050] [top5_cnt 45359] [top_all 50000] 2024-10-14 22:30:40,762 - net: 72.100 (90.718) 2024-10-14 22:30:46,579 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37791] [top5_cnt 46285] [top_all 50000] 2024-10-14 22:30:46,580 - net_E: 75.582 (92.570) 2024-10-14 22:30:46,715 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:30:46,715 - ==> Total time: 1 day, 8:28:29 Eta: 15:25:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:30:52,239 - Train: 67.80% [848200/1251000] [678.0/1000.0] [batch_t 0.148 (0.171)] [data_t 0.003] [optim_t 0.145] [lr 0.000727] [CE 4.569 (4.323)] [KD 3.909 (3.824)] 2024-10-14 22:31:00,369 - Train: 67.81% [848250/1251000] [678.1/1000.0] [batch_t 0.161 (0.162)] [data_t 0.004] [optim_t 0.157] [lr 0.000727] [CE 4.014 (4.354)] [KD 3.639 (3.832)] 2024-10-14 22:31:08,358 - Train: 67.81% [848300/1251000] [678.1/1000.0] [batch_t 0.148 (0.160)] [data_t 0.003] [optim_t 0.144] [lr 0.000727] [CE 4.474 (4.350)] [KD 3.904 (3.853)] 2024-10-14 22:31:16,019 - Train: 67.81% [848350/1251000] [678.1/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000727] [CE 4.163 (4.394)] [KD 3.717 (3.897)] 2024-10-14 22:31:24,074 - Train: 67.82% [848400/1251000] [678.2/1000.0] [batch_t 0.153 (0.161)] [data_t 0.005] [optim_t 0.148] [lr 0.000726] [CE 4.514 (4.415)] [KD 4.421 (3.948)] 2024-10-14 22:31:31,701 - Train: 67.82% [848450/1251000] [678.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000726] [CE 4.644 (4.469)] [KD 3.811 (3.916)] 2024-10-14 22:31:39,316 - Train: 67.83% [848500/1251000] [678.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000726] [CE 4.358 (4.348)] [KD 3.698 (3.867)] 2024-10-14 22:31:47,121 - Train: 67.83% [848550/1251000] [678.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000726] [CE 4.559 (4.410)] [KD 4.024 (3.882)] 2024-10-14 22:31:54,832 - Train: 67.83% [848600/1251000] [678.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.006] [optim_t 0.143] [lr 0.000726] [CE 4.612 (4.363)] [KD 3.920 (3.851)] 2024-10-14 22:32:02,780 - Train: 67.84% [848650/1251000] [678.4/1000.0] [batch_t 0.165 (0.159)] [data_t 0.005] [optim_t 0.161] [lr 0.000726] [CE 3.896 (4.297)] [KD 3.619 (3.835)] 2024-10-14 22:32:10,591 - Train: 67.84% [848700/1251000] [678.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000726] [CE 4.916 (4.490)] [KD 3.999 (3.938)] 2024-10-14 22:32:18,377 - Train: 67.85% [848750/1251000] [678.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000725] [CE 4.142 (4.387)] [KD 3.823 (3.865)] 2024-10-14 22:32:26,166 - Train: 67.85% [848800/1251000] [678.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000725] [CE 4.554 (4.400)] [KD 4.077 (3.905)] 2024-10-14 22:32:33,878 - Train: 67.85% [848850/1251000] [678.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000725] [CE 4.535 (4.393)] [KD 3.902 (3.896)] 2024-10-14 22:32:41,613 - Train: 67.86% [848900/1251000] [678.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000725] [CE 4.533 (4.488)] [KD 4.188 (3.954)] 2024-10-14 22:32:49,564 - Train: 67.86% [848950/1251000] [678.6/1000.0] [batch_t 0.161 (0.159)] [data_t 0.004] [optim_t 0.156] [lr 0.000725] [CE 4.542 (4.399)] [KD 3.909 (3.919)] 2024-10-14 22:32:57,173 - Train: 67.87% [849000/1251000] [678.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000725] [CE 3.969 (4.411)] [KD 3.606 (3.900)] 2024-10-14 22:33:05,077 - Train: 67.87% [849050/1251000] [678.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000724] [CE 5.041 (4.389)] [KD 4.073 (3.906)] 2024-10-14 22:33:12,934 - Train: 67.87% [849100/1251000] [678.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000724] [CE 4.113 (4.418)] [KD 3.758 (3.935)] 2024-10-14 22:33:20,798 - Train: 67.88% [849150/1251000] [678.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000724] [CE 4.715 (4.444)] [KD 4.084 (3.946)] 2024-10-14 22:33:28,423 - Train: 67.88% [849200/1251000] [678.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000724] [CE 4.277 (4.369)] [KD 3.902 (3.891)] 2024-10-14 22:33:36,288 - Train: 67.89% [849250/1251000] [678.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000724] [CE 4.628 (4.433)] [KD 4.120 (3.965)] 2024-10-14 22:33:43,945 - Train: 67.89% [849300/1251000] [678.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000724] [CE 3.864 (4.296)] [KD 3.593 (3.858)] 2024-10-14 22:33:51,783 - Train: 67.89% [849350/1251000] [678.9/1000.0] [batch_t 0.272 (0.157)] [data_t 0.005] [optim_t 0.266] [lr 0.000723] [CE 4.728 (4.446)] [KD 4.274 (3.935)] 2024-10-14 22:33:59,417 - Train: 67.90% [849400/1251000] [679.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000723] [CE 4.842 (4.378)] [KD 4.220 (3.908)] 2024-10-14 22:34:09,633 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 36093] [top5_cnt 45387] [top_all 50000] 2024-10-14 22:34:09,634 - net: 72.186 (90.774) 2024-10-14 22:34:15,570 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 37807] [top5_cnt 46299] [top_all 50000] 2024-10-14 22:34:15,570 - net_E: 75.614 (92.598) 2024-10-14 22:34:15,715 - Max [top1: 72.306 (epoch: 673)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:34:15,716 - ==> Total time: 1 day, 8:31:58 Eta: 15:22:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:34:21,411 - Train: 67.90% [849450/1251000] [679.0/1000.0] [batch_t 0.152 (0.187)] [data_t 0.004] [optim_t 0.148] [lr 0.000723] [CE 4.399 (4.403)] [KD 4.087 (3.834)] 2024-10-14 22:34:29,294 - Train: 67.91% [849500/1251000] [679.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000723] [CE 4.767 (4.417)] [KD 4.173 (3.890)] 2024-10-14 22:34:36,945 - Train: 67.91% [849550/1251000] [679.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000723] [CE 4.597 (4.296)] [KD 4.012 (3.792)] 2024-10-14 22:34:44,781 - Train: 67.91% [849600/1251000] [679.1/1000.0] [batch_t 0.301 (0.157)] [data_t 0.003] [optim_t 0.299] [lr 0.000723] [CE 4.374 (4.424)] [KD 3.923 (3.905)] 2024-10-14 22:34:52,480 - Train: 67.92% [849650/1251000] [679.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000723] [CE 4.659 (4.407)] [KD 4.168 (3.885)] 2024-10-14 22:35:00,162 - Train: 67.92% [849700/1251000] [679.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000722] [CE 4.664 (4.405)] [KD 4.205 (3.911)] 2024-10-14 22:35:08,001 - Train: 67.93% [849750/1251000] [679.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000722] [CE 4.713 (4.421)] [KD 4.099 (3.935)] 2024-10-14 22:35:15,645 - Train: 67.93% [849800/1251000] [679.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000722] [CE 4.157 (4.357)] [KD 3.534 (3.875)] 2024-10-14 22:35:23,190 - Train: 67.93% [849850/1251000] [679.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000722] [CE 4.355 (4.367)] [KD 3.858 (3.878)] 2024-10-14 22:35:31,005 - Train: 67.94% [849900/1251000] [679.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000722] [CE 4.665 (4.452)] [KD 4.009 (3.933)] 2024-10-14 22:35:38,758 - Train: 67.94% [849950/1251000] [679.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000722] [CE 4.749 (4.368)] [KD 4.138 (3.888)] 2024-10-14 22:35:46,553 - Train: 67.95% [850000/1251000] [679.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000721] [CE 4.753 (4.388)] [KD 4.003 (3.896)] 2024-10-14 22:35:54,213 - Train: 67.95% [850050/1251000] [679.5/1000.0] [batch_t 0.242 (0.153)] [data_t 0.004] [optim_t 0.239] [lr 0.000721] [CE 4.129 (4.288)] [KD 3.458 (3.822)] 2024-10-14 22:36:01,758 - Train: 67.95% [850100/1251000] [679.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000721] [CE 4.874 (4.439)] [KD 4.347 (3.883)] 2024-10-14 22:36:09,555 - Train: 67.96% [850150/1251000] [679.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000721] [CE 3.883 (4.391)] [KD 3.569 (3.885)] 2024-10-14 22:36:17,237 - Train: 67.96% [850200/1251000] [679.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000721] [CE 3.698 (4.428)] [KD 3.584 (3.913)] 2024-10-14 22:36:24,788 - Train: 67.97% [850250/1251000] [679.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000721] [CE 4.937 (4.449)] [KD 4.185 (3.893)] 2024-10-14 22:36:32,424 - Train: 67.97% [850300/1251000] [679.7/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000720] [CE 4.149 (4.435)] [KD 3.792 (3.908)] 2024-10-14 22:36:40,251 - Train: 67.97% [850350/1251000] [679.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000720] [CE 4.776 (4.314)] [KD 3.939 (3.807)] 2024-10-14 22:36:48,052 - Train: 67.98% [850400/1251000] [679.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000720] [CE 4.109 (4.319)] [KD 3.686 (3.829)] 2024-10-14 22:36:55,559 - Train: 67.98% [850450/1251000] [679.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000720] [CE 4.255 (4.435)] [KD 3.783 (3.890)] 2024-10-14 22:37:03,270 - Train: 67.99% [850500/1251000] [679.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000720] [CE 3.752 (4.355)] [KD 3.476 (3.880)] 2024-10-14 22:37:10,786 - Train: 67.99% [850550/1251000] [679.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000720] [CE 4.367 (4.363)] [KD 3.688 (3.863)] 2024-10-14 22:37:18,544 - Train: 67.99% [850600/1251000] [679.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000720] [CE 4.198 (4.382)] [KD 3.849 (3.849)] 2024-10-14 22:37:26,206 - Train: 68.00% [850650/1251000] [680.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000719] [CE 4.162 (4.360)] [KD 3.739 (3.871)] 2024-10-14 22:37:36,316 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36179] [top5_cnt 45407] [top_all 50000] 2024-10-14 22:37:36,317 - net: 72.358 (90.814) 2024-10-14 22:37:42,195 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37844] [top5_cnt 46275] [top_all 50000] 2024-10-14 22:37:42,195 - net_E: 75.688 (92.550) 2024-10-14 22:37:42,338 - Max [top1: 72.358 (epoch: 680)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:37:42,339 - ==> Total time: 1 day, 8:35:25 Eta: 15:20:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:37:53,954 - Train: 68.00% [850700/1251000] [680.0/1000.0] [batch_t 0.151 (0.176)] [data_t 0.003] [optim_t 0.148] [lr 0.000719] [CE 4.801 (4.510)] [KD 4.165 (3.968)] 2024-10-14 22:38:01,780 - Train: 68.01% [850750/1251000] [680.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000719] [CE 4.780 (4.398)] [KD 4.053 (3.855)] 2024-10-14 22:38:09,609 - Train: 68.01% [850800/1251000] [680.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000719] [CE 4.744 (4.362)] [KD 4.034 (3.846)] 2024-10-14 22:38:17,290 - Train: 68.01% [850850/1251000] [680.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000719] [CE 4.721 (4.307)] [KD 4.040 (3.808)] 2024-10-14 22:38:24,842 - Train: 68.02% [850900/1251000] [680.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000719] [CE 4.756 (4.397)] [KD 3.834 (3.890)] 2024-10-14 22:38:32,555 - Train: 68.02% [850950/1251000] [680.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000718] [CE 4.336 (4.362)] [KD 3.815 (3.893)] 2024-10-14 22:38:40,271 - Train: 68.03% [851000/1251000] [680.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000718] [CE 4.604 (4.443)] [KD 4.114 (3.910)] 2024-10-14 22:38:48,214 - Train: 68.03% [851050/1251000] [680.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000718] [CE 4.610 (4.337)] [KD 3.885 (3.853)] 2024-10-14 22:38:55,837 - Train: 68.03% [851100/1251000] [680.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000718] [CE 4.379 (4.442)] [KD 3.789 (3.910)] 2024-10-14 22:39:03,754 - Train: 68.04% [851150/1251000] [680.4/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000718] [CE 4.310 (4.346)] [KD 3.978 (3.854)] 2024-10-14 22:39:11,449 - Train: 68.04% [851200/1251000] [680.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000718] [CE 4.964 (4.343)] [KD 4.153 (3.857)] 2024-10-14 22:39:18,982 - Train: 68.05% [851250/1251000] [680.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000718] [CE 3.941 (4.351)] [KD 3.557 (3.851)] 2024-10-14 22:39:26,655 - Train: 68.05% [851300/1251000] [680.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000717] [CE 4.359 (4.439)] [KD 3.806 (3.907)] 2024-10-14 22:39:34,512 - Train: 68.05% [851350/1251000] [680.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000717] [CE 3.916 (4.357)] [KD 3.771 (3.873)] 2024-10-14 22:39:42,227 - Train: 68.06% [851400/1251000] [680.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000717] [CE 4.048 (4.360)] [KD 3.767 (3.860)] 2024-10-14 22:39:49,892 - Train: 68.06% [851450/1251000] [680.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000717] [CE 4.501 (4.359)] [KD 3.841 (3.880)] 2024-10-14 22:39:57,568 - Train: 68.07% [851500/1251000] [680.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000717] [CE 3.969 (4.367)] [KD 3.812 (3.909)] 2024-10-14 22:40:05,415 - Train: 68.07% [851550/1251000] [680.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000717] [CE 4.551 (4.339)] [KD 3.890 (3.834)] 2024-10-14 22:40:13,078 - Train: 68.07% [851600/1251000] [680.7/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.000716] [CE 4.547 (4.462)] [KD 3.871 (3.873)] 2024-10-14 22:40:20,744 - Train: 68.08% [851650/1251000] [680.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000716] [CE 4.814 (4.418)] [KD 4.286 (3.917)] 2024-10-14 22:40:28,344 - Train: 68.08% [851700/1251000] [680.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000716] [CE 4.255 (4.414)] [KD 4.060 (3.912)] 2024-10-14 22:40:35,905 - Train: 68.09% [851750/1251000] [680.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000716] [CE 4.493 (4.389)] [KD 4.102 (3.968)] 2024-10-14 22:40:43,841 - Train: 68.09% [851800/1251000] [680.9/1000.0] [batch_t 0.147 (0.159)] [data_t 0.005] [optim_t 0.141] [lr 0.000716] [CE 4.199 (4.370)] [KD 3.783 (3.857)] 2024-10-14 22:40:51,522 - Train: 68.09% [851850/1251000] [680.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000716] [CE 4.756 (4.454)] [KD 4.041 (3.963)] 2024-10-14 22:40:59,072 - Train: 68.10% [851900/1251000] [681.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000715] [CE 4.461 (4.384)] [KD 3.616 (3.879)] 2024-10-14 22:41:09,717 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36258] [top5_cnt 45563] [top_all 50000] 2024-10-14 22:41:09,718 - net: 72.516 (91.126) 2024-10-14 22:41:15,646 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37825] [top5_cnt 46287] [top_all 50000] 2024-10-14 22:41:15,646 - net_E: 75.650 (92.574) 2024-10-14 22:41:15,760 - Max [top1: 72.516 (epoch: 681)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:41:15,760 - ==> Total time: 1 day, 8:38:59 Eta: 15:17:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:41:26,300 - Train: 68.10% [851950/1251000] [681.0/1000.0] [batch_t 0.153 (0.177)] [data_t 0.004] [optim_t 0.149] [lr 0.000715] [CE 4.567 (4.325)] [KD 3.799 (3.767)] 2024-10-14 22:41:33,944 - Train: 68.11% [852000/1251000] [681.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000715] [CE 4.848 (4.437)] [KD 3.756 (3.873)] 2024-10-14 22:41:41,493 - Train: 68.11% [852050/1251000] [681.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000715] [CE 4.136 (4.423)] [KD 3.678 (3.873)] 2024-10-14 22:41:49,053 - Train: 68.11% [852100/1251000] [681.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000715] [CE 4.205 (4.463)] [KD 3.746 (3.923)] 2024-10-14 22:41:56,739 - Train: 68.12% [852150/1251000] [681.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000715] [CE 4.425 (4.360)] [KD 3.867 (3.876)] 2024-10-14 22:42:04,958 - Train: 68.12% [852200/1251000] [681.2/1000.0] [batch_t 0.153 (0.164)] [data_t 0.004] [optim_t 0.149] [lr 0.000715] [CE 4.387 (4.324)] [KD 3.891 (3.815)] 2024-10-14 22:42:12,756 - Train: 68.13% [852250/1251000] [681.3/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.154] [lr 0.000714] [CE 4.078 (4.416)] [KD 3.714 (3.839)] 2024-10-14 22:42:20,314 - Train: 68.13% [852300/1251000] [681.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000714] [CE 4.137 (4.314)] [KD 3.855 (3.821)] 2024-10-14 22:42:27,913 - Train: 68.13% [852350/1251000] [681.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000714] [CE 4.941 (4.369)] [KD 4.159 (3.840)] 2024-10-14 22:42:35,466 - Train: 68.14% [852400/1251000] [681.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000714] [CE 4.245 (4.307)] [KD 3.772 (3.818)] 2024-10-14 22:42:43,177 - Train: 68.14% [852450/1251000] [681.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000714] [CE 4.751 (4.398)] [KD 3.931 (3.866)] 2024-10-14 22:42:51,022 - Train: 68.15% [852500/1251000] [681.5/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000714] [CE 4.288 (4.340)] [KD 3.905 (3.880)] 2024-10-14 22:42:58,668 - Train: 68.15% [852550/1251000] [681.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000713] [CE 4.415 (4.387)] [KD 3.965 (3.909)] 2024-10-14 22:43:06,288 - Train: 68.15% [852600/1251000] [681.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000713] [CE 4.755 (4.354)] [KD 3.878 (3.819)] 2024-10-14 22:43:14,260 - Train: 68.16% [852650/1251000] [681.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000713] [CE 4.475 (4.301)] [KD 3.818 (3.815)] 2024-10-14 22:43:21,842 - Train: 68.16% [852700/1251000] [681.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000713] [CE 4.503 (4.397)] [KD 4.004 (3.928)] 2024-10-14 22:43:29,421 - Train: 68.17% [852750/1251000] [681.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000713] [CE 4.439 (4.469)] [KD 3.791 (3.918)] 2024-10-14 22:43:37,469 - Train: 68.17% [852800/1251000] [681.7/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000713] [CE 4.436 (4.359)] [KD 3.873 (3.858)] 2024-10-14 22:43:45,118 - Train: 68.17% [852850/1251000] [681.7/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000712] [CE 4.728 (4.387)] [KD 4.036 (3.908)] 2024-10-14 22:43:52,715 - Train: 68.18% [852900/1251000] [681.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000712] [CE 3.790 (4.417)] [KD 3.585 (3.875)] 2024-10-14 22:44:00,321 - Train: 68.18% [852950/1251000] [681.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000712] [CE 4.776 (4.431)] [KD 4.100 (3.891)] 2024-10-14 22:44:08,024 - Train: 68.19% [853000/1251000] [681.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000712] [CE 4.519 (4.387)] [KD 4.037 (3.878)] 2024-10-14 22:44:16,115 - Train: 68.19% [853050/1251000] [681.9/1000.0] [batch_t 0.239 (0.162)] [data_t 0.004] [optim_t 0.236] [lr 0.000712] [CE 4.173 (4.379)] [KD 3.867 (3.882)] 2024-10-14 22:44:23,835 - Train: 68.19% [853100/1251000] [681.9/1000.0] [batch_t 0.162 (0.154)] [data_t 0.003] [optim_t 0.159] [lr 0.000712] [CE 4.563 (4.424)] [KD 3.831 (3.900)] 2024-10-14 22:44:31,437 - Train: 68.20% [853150/1251000] [682.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000712] [CE 4.229 (4.425)] [KD 4.028 (3.904)] 2024-10-14 22:44:42,259 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35950] [top5_cnt 45327] [top_all 50000] 2024-10-14 22:44:42,260 - net: 71.900 (90.654) 2024-10-14 22:44:48,329 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37858] [top5_cnt 46303] [top_all 50000] 2024-10-14 22:44:48,329 - net_E: 75.716 (92.606) 2024-10-14 22:44:48,496 - Max [top1: 72.516 (epoch: 681)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:44:48,497 - ==> Total time: 1 day, 8:42:31 Eta: 15:15:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:44:54,429 - Train: 68.20% [853200/1251000] [682.0/1000.0] [batch_t 0.150 (0.182)] [data_t 0.004] [optim_t 0.145] [lr 0.000711] [CE 4.665 (4.365)] [KD 4.153 (3.866)] 2024-10-14 22:45:02,088 - Train: 68.21% [853250/1251000] [682.1/1000.0] [batch_t 0.177 (0.153)] [data_t 0.004] [optim_t 0.173] [lr 0.000711] [CE 4.554 (4.363)] [KD 4.126 (3.843)] 2024-10-14 22:45:09,935 - Train: 68.21% [853300/1251000] [682.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000711] [CE 4.603 (4.396)] [KD 4.097 (3.857)] 2024-10-14 22:45:17,524 - Train: 68.21% [853350/1251000] [682.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000711] [CE 4.668 (4.387)] [KD 3.974 (3.841)] 2024-10-14 22:45:25,389 - Train: 68.22% [853400/1251000] [682.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000711] [CE 3.925 (4.432)] [KD 3.554 (3.888)] 2024-10-14 22:45:33,114 - Train: 68.22% [853450/1251000] [682.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000711] [CE 4.586 (4.281)] [KD 3.882 (3.767)] 2024-10-14 22:45:41,116 - Train: 68.23% [853500/1251000] [682.3/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000710] [CE 4.438 (4.343)] [KD 3.717 (3.803)] 2024-10-14 22:45:48,853 - Train: 68.23% [853550/1251000] [682.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000710] [CE 4.404 (4.348)] [KD 3.711 (3.844)] 2024-10-14 22:45:56,406 - Train: 68.23% [853600/1251000] [682.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000710] [CE 4.397 (4.395)] [KD 3.845 (3.840)] 2024-10-14 22:46:03,999 - Train: 68.24% [853650/1251000] [682.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000710] [CE 4.169 (4.346)] [KD 3.576 (3.816)] 2024-10-14 22:46:11,661 - Train: 68.24% [853700/1251000] [682.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000710] [CE 3.968 (4.396)] [KD 3.590 (3.838)] 2024-10-14 22:46:19,193 - Train: 68.25% [853750/1251000] [682.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000710] [CE 4.569 (4.329)] [KD 3.852 (3.800)] 2024-10-14 22:46:27,028 - Train: 68.25% [853800/1251000] [682.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000710] [CE 4.595 (4.375)] [KD 3.968 (3.854)] 2024-10-14 22:46:34,908 - Train: 68.25% [853850/1251000] [682.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000709] [CE 4.717 (4.474)] [KD 4.150 (3.906)] 2024-10-14 22:46:42,759 - Train: 68.26% [853900/1251000] [682.6/1000.0] [batch_t 0.168 (0.157)] [data_t 0.005] [optim_t 0.164] [lr 0.000709] [CE 4.798 (4.434)] [KD 4.200 (3.908)] 2024-10-14 22:46:50,305 - Train: 68.26% [853950/1251000] [682.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000709] [CE 4.405 (4.448)] [KD 3.906 (3.901)] 2024-10-14 22:46:58,107 - Train: 68.27% [854000/1251000] [682.7/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.000709] [CE 4.384 (4.422)] [KD 4.078 (3.896)] 2024-10-14 22:47:05,840 - Train: 68.27% [854050/1251000] [682.7/1000.0] [batch_t 0.253 (0.155)] [data_t 0.004] [optim_t 0.250] [lr 0.000709] [CE 4.450 (4.349)] [KD 3.983 (3.875)] 2024-10-14 22:47:13,504 - Train: 68.27% [854100/1251000] [682.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000709] [CE 4.521 (4.380)] [KD 4.051 (3.875)] 2024-10-14 22:47:21,088 - Train: 68.28% [854150/1251000] [682.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000708] [CE 4.174 (4.333)] [KD 3.690 (3.870)] 2024-10-14 22:47:28,759 - Train: 68.28% [854200/1251000] [682.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000708] [CE 4.299 (4.393)] [KD 3.842 (3.862)] 2024-10-14 22:47:36,743 - Train: 68.29% [854250/1251000] [682.9/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000708] [CE 4.048 (4.384)] [KD 3.770 (3.893)] 2024-10-14 22:47:44,412 - Train: 68.29% [854300/1251000] [682.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000708] [CE 3.944 (4.354)] [KD 3.582 (3.848)] 2024-10-14 22:47:52,447 - Train: 68.29% [854350/1251000] [682.9/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.000708] [CE 4.576 (4.451)] [KD 3.824 (3.906)] 2024-10-14 22:48:00,138 - Train: 68.30% [854400/1251000] [683.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000708] [CE 4.790 (4.392)] [KD 3.943 (3.894)] 2024-10-14 22:48:10,980 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 36132] [top5_cnt 45421] [top_all 50000] 2024-10-14 22:48:10,980 - net: 72.264 (90.842) 2024-10-14 22:48:16,824 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37860] [top5_cnt 46326] [top_all 50000] 2024-10-14 22:48:16,825 - net_E: 75.720 (92.652) 2024-10-14 22:48:16,979 - Max [top1: 72.516 (epoch: 681)] [top1-ema: 75.730 (epoch: 674)] 2024-10-14 22:48:16,980 - ==> Total time: 1 day, 8:46:00 Eta: 15:12:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:48:22,168 - Train: 68.30% [854450/1251000] [683.0/1000.0] [batch_t 0.149 (0.179)] [data_t 0.003] [optim_t 0.146] [lr 0.000707] [CE 4.492 (4.437)] [KD 3.935 (3.897)] 2024-10-14 22:48:29,885 - Train: 68.31% [854500/1251000] [683.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000707] [CE 3.908 (4.363)] [KD 3.620 (3.875)] 2024-10-14 22:48:37,679 - Train: 68.31% [854550/1251000] [683.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000707] [CE 4.141 (4.356)] [KD 3.816 (3.865)] 2024-10-14 22:48:45,391 - Train: 68.31% [854600/1251000] [683.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000707] [CE 4.952 (4.416)] [KD 4.221 (3.896)] 2024-10-14 22:48:53,357 - Train: 68.32% [854650/1251000] [683.2/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000707] [CE 4.364 (4.435)] [KD 3.733 (3.874)] 2024-10-14 22:49:01,119 - Train: 68.32% [854700/1251000] [683.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000707] [CE 4.233 (4.332)] [KD 3.724 (3.821)] 2024-10-14 22:49:08,892 - Train: 68.33% [854750/1251000] [683.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000707] [CE 4.760 (4.307)] [KD 4.099 (3.819)] 2024-10-14 22:49:16,600 - Train: 68.33% [854800/1251000] [683.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000706] [CE 4.284 (4.300)] [KD 3.773 (3.823)] 2024-10-14 22:49:24,156 - Train: 68.33% [854850/1251000] [683.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000706] [CE 4.030 (4.354)] [KD 3.454 (3.856)] 2024-10-14 22:49:31,710 - Train: 68.34% [854900/1251000] [683.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000706] [CE 4.562 (4.401)] [KD 3.895 (3.925)] 2024-10-14 22:49:39,647 - Train: 68.34% [854950/1251000] [683.4/1000.0] [batch_t 0.278 (0.159)] [data_t 0.004] [optim_t 0.274] [lr 0.000706] [CE 4.357 (4.428)] [KD 3.913 (3.886)] 2024-10-14 22:49:47,367 - Train: 68.35% [855000/1251000] [683.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000706] [CE 4.049 (4.361)] [KD 3.660 (3.848)] 2024-10-14 22:49:54,974 - Train: 68.35% [855050/1251000] [683.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000706] [CE 4.675 (4.435)] [KD 3.961 (3.891)] 2024-10-14 22:50:02,668 - Train: 68.35% [855100/1251000] [683.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000705] [CE 4.119 (4.351)] [KD 3.819 (3.854)] 2024-10-14 22:50:10,419 - Train: 68.36% [855150/1251000] [683.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000705] [CE 4.619 (4.424)] [KD 3.918 (3.902)] 2024-10-14 22:50:18,192 - Train: 68.36% [855200/1251000] [683.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000705] [CE 4.690 (4.398)] [KD 3.961 (3.895)] 2024-10-14 22:50:25,983 - Train: 68.37% [855250/1251000] [683.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000705] [CE 4.373 (4.368)] [KD 3.860 (3.856)] 2024-10-14 22:50:33,685 - Train: 68.37% [855300/1251000] [683.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000705] [CE 4.550 (4.384)] [KD 3.813 (3.879)] 2024-10-14 22:50:41,254 - Train: 68.37% [855350/1251000] [683.7/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000705] [CE 4.101 (4.426)] [KD 3.617 (3.917)] 2024-10-14 22:50:49,116 - Train: 68.38% [855400/1251000] [683.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000704] [CE 4.112 (4.356)] [KD 3.873 (3.854)] 2024-10-14 22:50:56,742 - Train: 68.38% [855450/1251000] [683.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000704] [CE 4.581 (4.330)] [KD 4.020 (3.871)] 2024-10-14 22:51:04,640 - Train: 68.39% [855500/1251000] [683.9/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000704] [CE 3.934 (4.412)] [KD 3.715 (3.914)] 2024-10-14 22:51:12,515 - Train: 68.39% [855550/1251000] [683.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000704] [CE 4.011 (4.330)] [KD 3.604 (3.861)] 2024-10-14 22:51:20,205 - Train: 68.39% [855600/1251000] [683.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000704] [CE 4.093 (4.360)] [KD 3.881 (3.826)] 2024-10-14 22:51:27,734 - Train: 68.40% [855650/1251000] [684.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000704] [CE 3.969 (4.352)] [KD 3.875 (3.875)] 2024-10-14 22:51:38,578 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36239] [top5_cnt 45509] [top_all 50000] 2024-10-14 22:51:38,579 - net: 72.478 (91.018) 2024-10-14 22:51:44,455 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37879] [top5_cnt 46308] [top_all 50000] 2024-10-14 22:51:44,456 - net_E: 75.758 (92.616) 2024-10-14 22:51:44,607 - Max [top1: 72.516 (epoch: 681)] [top1-ema: 75.758 (epoch: 684)] 2024-10-14 22:51:44,607 - ==> Total time: 1 day, 8:49:27 Eta: 15:09:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:51:55,392 - Train: 68.40% [855700/1251000] [684.0/1000.0] [batch_t 0.151 (0.177)] [data_t 0.004] [optim_t 0.147] [lr 0.000704] [CE 4.208 (4.363)] [KD 3.696 (3.794)] 2024-10-14 22:52:03,003 - Train: 68.41% [855750/1251000] [684.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000703] [CE 4.148 (4.346)] [KD 3.784 (3.823)] 2024-10-14 22:52:10,850 - Train: 68.41% [855800/1251000] [684.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000703] [CE 4.752 (4.462)] [KD 4.180 (3.858)] 2024-10-14 22:52:18,697 - Train: 68.41% [855850/1251000] [684.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000703] [CE 4.482 (4.335)] [KD 3.916 (3.798)] 2024-10-14 22:52:26,741 - Train: 68.42% [855900/1251000] [684.2/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.000703] [CE 4.603 (4.321)] [KD 4.020 (3.818)] 2024-10-14 22:52:34,331 - Train: 68.42% [855950/1251000] [684.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000703] [CE 3.721 (4.371)] [KD 3.417 (3.837)] 2024-10-14 22:52:41,899 - Train: 68.43% [856000/1251000] [684.3/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000703] [CE 4.655 (4.384)] [KD 3.872 (3.841)] 2024-10-14 22:52:49,564 - Train: 68.43% [856050/1251000] [684.3/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000702] [CE 4.391 (4.382)] [KD 3.785 (3.868)] 2024-10-14 22:52:57,258 - Train: 68.43% [856100/1251000] [684.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000702] [CE 4.250 (4.344)] [KD 3.583 (3.850)] 2024-10-14 22:53:04,885 - Train: 68.44% [856150/1251000] [684.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000702] [CE 4.192 (4.407)] [KD 3.975 (3.845)] 2024-10-14 22:53:12,427 - Train: 68.44% [856200/1251000] [684.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000702] [CE 4.585 (4.437)] [KD 4.170 (3.903)] 2024-10-14 22:53:20,220 - Train: 68.45% [856250/1251000] [684.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000702] [CE 4.443 (4.375)] [KD 3.954 (3.857)] 2024-10-14 22:53:27,848 - Train: 68.45% [856300/1251000] [684.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000702] [CE 4.358 (4.390)] [KD 3.895 (3.870)] 2024-10-14 22:53:35,810 - Train: 68.45% [856350/1251000] [684.5/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000702] [CE 4.672 (4.350)] [KD 4.152 (3.829)] 2024-10-14 22:53:43,459 - Train: 68.46% [856400/1251000] [684.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000701] [CE 4.743 (4.387)] [KD 3.868 (3.839)] 2024-10-14 22:53:51,164 - Train: 68.46% [856450/1251000] [684.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000701] [CE 3.778 (4.334)] [KD 3.471 (3.866)] 2024-10-14 22:53:58,823 - Train: 68.47% [856500/1251000] [684.7/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000701] [CE 4.318 (4.369)] [KD 3.808 (3.831)] 2024-10-14 22:54:06,593 - Train: 68.47% [856550/1251000] [684.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000701] [CE 4.497 (4.330)] [KD 3.785 (3.864)] 2024-10-14 22:54:14,178 - Train: 68.47% [856600/1251000] [684.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000701] [CE 4.227 (4.346)] [KD 3.689 (3.845)] 2024-10-14 22:54:22,024 - Train: 68.48% [856650/1251000] [684.8/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000701] [CE 4.633 (4.426)] [KD 3.855 (3.899)] 2024-10-14 22:54:29,742 - Train: 68.48% [856700/1251000] [684.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000700] [CE 4.510 (4.378)] [KD 4.133 (3.879)] 2024-10-14 22:54:37,815 - Train: 68.49% [856750/1251000] [684.9/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.145] [lr 0.000700] [CE 4.709 (4.423)] [KD 4.164 (3.881)] 2024-10-14 22:54:45,390 - Train: 68.49% [856800/1251000] [684.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000700] [CE 4.703 (4.448)] [KD 3.941 (3.872)] 2024-10-14 22:54:52,976 - Train: 68.49% [856850/1251000] [684.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000700] [CE 4.117 (4.435)] [KD 3.548 (3.886)] 2024-10-14 22:55:00,568 - Train: 68.50% [856900/1251000] [685.0/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000700] [CE 4.204 (4.405)] [KD 3.604 (3.900)] 2024-10-14 22:55:11,684 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36353] [top5_cnt 45447] [top_all 50000] 2024-10-14 22:55:11,685 - net: 72.706 (90.894) 2024-10-14 22:55:17,486 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 37883] [top5_cnt 46328] [top_all 50000] 2024-10-14 22:55:17,486 - net_E: 75.766 (92.656) 2024-10-14 22:55:17,653 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 22:55:17,653 - ==> Total time: 1 day, 8:53:00 Eta: 15:07:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:55:27,885 - Train: 68.50% [856950/1251000] [685.0/1000.0] [batch_t 0.153 (0.176)] [data_t 0.004] [optim_t 0.149] [lr 0.000700] [CE 4.543 (4.399)] [KD 3.872 (3.847)] 2024-10-14 22:55:35,591 - Train: 68.51% [857000/1251000] [685.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000700] [CE 4.566 (4.401)] [KD 3.824 (3.888)] 2024-10-14 22:55:43,748 - Train: 68.51% [857050/1251000] [685.1/1000.0] [batch_t 0.146 (0.163)] [data_t 0.004] [optim_t 0.143] [lr 0.000699] [CE 4.367 (4.394)] [KD 3.912 (3.873)] 2024-10-14 22:55:51,693 - Train: 68.51% [857100/1251000] [685.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000699] [CE 4.372 (4.402)] [KD 3.785 (3.878)] 2024-10-14 22:55:59,226 - Train: 68.52% [857150/1251000] [685.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000699] [CE 4.345 (4.245)] [KD 3.808 (3.772)] 2024-10-14 22:56:06,859 - Train: 68.52% [857200/1251000] [685.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000699] [CE 4.381 (4.419)] [KD 3.915 (3.871)] 2024-10-14 22:56:14,477 - Train: 68.53% [857250/1251000] [685.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000699] [CE 4.245 (4.287)] [KD 3.850 (3.828)] 2024-10-14 22:56:22,301 - Train: 68.53% [857300/1251000] [685.3/1000.0] [batch_t 0.274 (0.156)] [data_t 0.007] [optim_t 0.267] [lr 0.000699] [CE 4.481 (4.322)] [KD 3.964 (3.838)] 2024-10-14 22:56:30,080 - Train: 68.53% [857350/1251000] [685.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000698] [CE 4.309 (4.316)] [KD 3.614 (3.820)] 2024-10-14 22:56:37,984 - Train: 68.54% [857400/1251000] [685.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000698] [CE 4.093 (4.343)] [KD 3.645 (3.850)] 2024-10-14 22:56:45,718 - Train: 68.54% [857450/1251000] [685.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000698] [CE 4.531 (4.394)] [KD 4.095 (3.910)] 2024-10-14 22:56:53,638 - Train: 68.55% [857500/1251000] [685.5/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000698] [CE 4.602 (4.381)] [KD 3.984 (3.863)] 2024-10-14 22:57:01,211 - Train: 68.55% [857550/1251000] [685.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000698] [CE 4.534 (4.390)] [KD 3.794 (3.848)] 2024-10-14 22:57:08,971 - Train: 68.55% [857600/1251000] [685.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000698] [CE 4.444 (4.347)] [KD 3.735 (3.858)] 2024-10-14 22:57:16,697 - Train: 68.56% [857650/1251000] [685.6/1000.0] [batch_t 0.299 (0.154)] [data_t 0.005] [optim_t 0.294] [lr 0.000697] [CE 3.985 (4.365)] [KD 3.598 (3.834)] 2024-10-14 22:57:24,350 - Train: 68.56% [857700/1251000] [685.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000697] [CE 4.804 (4.427)] [KD 4.096 (3.888)] 2024-10-14 22:57:31,906 - Train: 68.57% [857750/1251000] [685.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000697] [CE 4.841 (4.367)] [KD 3.914 (3.834)] 2024-10-14 22:57:39,694 - Train: 68.57% [857800/1251000] [685.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000697] [CE 4.580 (4.330)] [KD 4.014 (3.784)] 2024-10-14 22:57:47,271 - Train: 68.57% [857850/1251000] [685.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000697] [CE 4.596 (4.462)] [KD 3.840 (3.910)] 2024-10-14 22:57:55,330 - Train: 68.58% [857900/1251000] [685.8/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.147] [lr 0.000697] [CE 4.263 (4.321)] [KD 3.836 (3.849)] 2024-10-14 22:58:03,150 - Train: 68.58% [857950/1251000] [685.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000697] [CE 4.305 (4.440)] [KD 3.746 (3.907)] 2024-10-14 22:58:10,860 - Train: 68.59% [858000/1251000] [685.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000696] [CE 4.524 (4.344)] [KD 3.958 (3.846)] 2024-10-14 22:58:18,449 - Train: 68.59% [858050/1251000] [685.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000696] [CE 4.046 (4.332)] [KD 3.815 (3.847)] 2024-10-14 22:58:26,025 - Train: 68.59% [858100/1251000] [685.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000696] [CE 4.685 (4.266)] [KD 4.126 (3.798)] 2024-10-14 22:58:33,601 - Train: 68.60% [858150/1251000] [686.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000696] [CE 4.382 (4.307)] [KD 3.652 (3.822)] 2024-10-14 22:58:44,618 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36112] [top5_cnt 45447] [top_all 50000] 2024-10-14 22:58:44,618 - net: 72.224 (90.894) 2024-10-14 22:58:50,326 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37873] [top5_cnt 46315] [top_all 50000] 2024-10-14 22:58:50,326 - net_E: 75.746 (92.630) 2024-10-14 22:58:50,464 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 22:58:50,464 - ==> Total time: 1 day, 8:56:33 Eta: 15:04:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 22:58:55,211 - Train: 68.60% [858200/1251000] [686.0/1000.0] [batch_t 0.147 (0.228)] [data_t 0.004] [optim_t 0.143] [lr 0.000696] [CE 4.987 (4.545)] [KD 4.125 (3.917)] 2024-10-14 22:59:03,013 - Train: 68.61% [858250/1251000] [686.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000696] [CE 4.795 (4.354)] [KD 4.222 (3.793)] 2024-10-14 22:59:10,985 - Train: 68.61% [858300/1251000] [686.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000695] [CE 4.485 (4.366)] [KD 3.795 (3.832)] 2024-10-14 22:59:18,557 - Train: 68.61% [858350/1251000] [686.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000695] [CE 4.067 (4.377)] [KD 3.617 (3.852)] 2024-10-14 22:59:26,116 - Train: 68.62% [858400/1251000] [686.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000695] [CE 4.543 (4.313)] [KD 3.668 (3.798)] 2024-10-14 22:59:33,641 - Train: 68.62% [858450/1251000] [686.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000695] [CE 4.313 (4.389)] [KD 3.843 (3.885)] 2024-10-14 22:59:41,171 - Train: 68.63% [858500/1251000] [686.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000695] [CE 4.221 (4.338)] [KD 3.723 (3.855)] 2024-10-14 22:59:48,899 - Train: 68.63% [858550/1251000] [686.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000695] [CE 4.283 (4.442)] [KD 3.832 (3.899)] 2024-10-14 22:59:56,529 - Train: 68.63% [858600/1251000] [686.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000695] [CE 4.796 (4.355)] [KD 4.188 (3.847)] 2024-10-14 23:00:04,513 - Train: 68.64% [858650/1251000] [686.4/1000.0] [batch_t 0.281 (0.160)] [data_t 0.006] [optim_t 0.275] [lr 0.000694] [CE 3.587 (4.368)] [KD 3.305 (3.833)] 2024-10-14 23:00:12,205 - Train: 68.64% [858700/1251000] [686.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000694] [CE 4.098 (4.343)] [KD 3.776 (3.865)] 2024-10-14 23:00:19,887 - Train: 68.65% [858750/1251000] [686.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000694] [CE 4.029 (4.364)] [KD 3.706 (3.873)] 2024-10-14 23:00:27,527 - Train: 68.65% [858800/1251000] [686.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000694] [CE 3.865 (4.378)] [KD 3.694 (3.857)] 2024-10-14 23:00:35,297 - Train: 68.65% [858850/1251000] [686.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000694] [CE 4.435 (4.411)] [KD 3.825 (3.898)] 2024-10-14 23:00:42,832 - Train: 68.66% [858900/1251000] [686.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000694] [CE 4.434 (4.421)] [KD 3.848 (3.888)] 2024-10-14 23:00:50,395 - Train: 68.66% [858950/1251000] [686.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000693] [CE 4.131 (4.385)] [KD 3.722 (3.877)] 2024-10-14 23:00:58,001 - Train: 68.67% [859000/1251000] [686.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000693] [CE 4.253 (4.366)] [KD 3.631 (3.861)] 2024-10-14 23:01:05,626 - Train: 68.67% [859050/1251000] [686.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000693] [CE 4.156 (4.413)] [KD 3.550 (3.865)] 2024-10-14 23:01:13,363 - Train: 68.67% [859100/1251000] [686.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000693] [CE 4.992 (4.338)] [KD 4.108 (3.920)] 2024-10-14 23:01:21,482 - Train: 68.68% [859150/1251000] [686.8/1000.0] [batch_t 0.148 (0.162)] [data_t 0.004] [optim_t 0.143] [lr 0.000693] [CE 4.544 (4.387)] [KD 3.930 (3.895)] 2024-10-14 23:01:29,090 - Train: 68.68% [859200/1251000] [686.8/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000693] [CE 4.280 (4.478)] [KD 3.894 (3.922)] 2024-10-14 23:01:36,765 - Train: 68.69% [859250/1251000] [686.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000693] [CE 4.204 (4.360)] [KD 3.815 (3.871)] 2024-10-14 23:01:44,327 - Train: 68.69% [859300/1251000] [686.9/1000.0] [batch_t 0.159 (0.151)] [data_t 0.003] [optim_t 0.157] [lr 0.000692] [CE 4.303 (4.390)] [KD 3.665 (3.880)] 2024-10-14 23:01:51,942 - Train: 68.69% [859350/1251000] [686.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000692] [CE 4.517 (4.401)] [KD 3.825 (3.865)] 2024-10-14 23:01:59,572 - Train: 68.70% [859400/1251000] [687.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000692] [CE 4.450 (4.416)] [KD 3.676 (3.946)] 2024-10-14 23:02:10,983 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 35943] [top5_cnt 45338] [top_all 50000] 2024-10-14 23:02:10,983 - net: 71.886 (90.676) 2024-10-14 23:02:16,719 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37853] [top5_cnt 46324] [top_all 50000] 2024-10-14 23:02:16,719 - net_E: 75.706 (92.648) 2024-10-14 23:02:16,855 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 23:02:16,855 - ==> Total time: 1 day, 9:00:00 Eta: 15:02:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:02:21,249 - Train: 68.70% [859450/1251000] [687.0/1000.0] [batch_t 0.148 (0.194)] [data_t 0.004] [optim_t 0.144] [lr 0.000692] [CE 4.534 (4.438)] [KD 3.964 (3.866)] 2024-10-14 23:02:28,927 - Train: 68.71% [859500/1251000] [687.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000692] [CE 4.752 (4.399)] [KD 3.855 (3.889)] 2024-10-14 23:02:36,714 - Train: 68.71% [859550/1251000] [687.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.148] [lr 0.000692] [CE 3.769 (4.325)] [KD 3.538 (3.779)] 2024-10-14 23:02:44,558 - Train: 68.71% [859600/1251000] [687.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000691] [CE 4.321 (4.357)] [KD 3.885 (3.773)] 2024-10-14 23:02:52,224 - Train: 68.72% [859650/1251000] [687.2/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000691] [CE 4.776 (4.387)] [KD 4.070 (3.841)] 2024-10-14 23:02:59,891 - Train: 68.72% [859700/1251000] [687.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000691] [CE 4.247 (4.374)] [KD 3.846 (3.825)] 2024-10-14 23:03:07,532 - Train: 68.73% [859750/1251000] [687.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000691] [CE 4.683 (4.412)] [KD 3.906 (3.847)] 2024-10-14 23:03:15,148 - Train: 68.73% [859800/1251000] [687.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000691] [CE 4.274 (4.406)] [KD 3.859 (3.886)] 2024-10-14 23:03:22,752 - Train: 68.73% [859850/1251000] [687.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000691] [CE 4.456 (4.307)] [KD 4.080 (3.815)] 2024-10-14 23:03:30,390 - Train: 68.74% [859900/1251000] [687.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000690] [CE 4.859 (4.368)] [KD 4.291 (3.808)] 2024-10-14 23:03:37,921 - Train: 68.74% [859950/1251000] [687.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000690] [CE 4.142 (4.359)] [KD 3.689 (3.810)] 2024-10-14 23:03:45,893 - Train: 68.75% [860000/1251000] [687.5/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000690] [CE 3.967 (4.344)] [KD 3.489 (3.826)] 2024-10-14 23:03:53,521 - Train: 68.75% [860050/1251000] [687.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000690] [CE 4.356 (4.341)] [KD 3.846 (3.802)] 2024-10-14 23:04:01,099 - Train: 68.75% [860100/1251000] [687.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000690] [CE 4.307 (4.336)] [KD 3.697 (3.812)] 2024-10-14 23:04:08,759 - Train: 68.76% [860150/1251000] [687.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000690] [CE 4.541 (4.383)] [KD 3.798 (3.816)] 2024-10-14 23:04:16,418 - Train: 68.76% [860200/1251000] [687.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000690] [CE 4.282 (4.406)] [KD 3.818 (3.877)] 2024-10-14 23:04:23,923 - Train: 68.76% [860250/1251000] [687.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000689] [CE 4.439 (4.385)] [KD 3.923 (3.807)] 2024-10-14 23:04:31,405 - Train: 68.77% [860300/1251000] [687.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000689] [CE 4.467 (4.414)] [KD 3.933 (3.861)] 2024-10-14 23:04:38,928 - Train: 68.77% [860350/1251000] [687.7/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000689] [CE 4.601 (4.419)] [KD 3.856 (3.848)] 2024-10-14 23:04:46,768 - Train: 68.78% [860400/1251000] [687.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000689] [CE 4.428 (4.377)] [KD 3.717 (3.823)] 2024-10-14 23:04:54,600 - Train: 68.78% [860450/1251000] [687.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000689] [CE 4.521 (4.427)] [KD 3.871 (3.871)] 2024-10-14 23:05:02,348 - Train: 68.78% [860500/1251000] [687.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000689] [CE 4.250 (4.335)] [KD 3.756 (3.787)] 2024-10-14 23:05:09,873 - Train: 68.79% [860550/1251000] [687.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000688] [CE 3.868 (4.441)] [KD 3.532 (3.882)] 2024-10-14 23:05:17,375 - Train: 68.79% [860600/1251000] [687.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000688] [CE 3.822 (4.402)] [KD 3.464 (3.861)] 2024-10-14 23:05:24,956 - Train: 68.80% [860650/1251000] [688.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000688] [CE 4.499 (4.367)] [KD 3.783 (3.843)] 2024-10-14 23:05:36,138 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 35768] [top5_cnt 45163] [top_all 50000] 2024-10-14 23:05:36,138 - net: 71.536 (90.326) 2024-10-14 23:05:42,019 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37857] [top5_cnt 46349] [top_all 50000] 2024-10-14 23:05:42,020 - net_E: 75.714 (92.698) 2024-10-14 23:05:42,148 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 23:05:42,148 - ==> Total time: 1 day, 9:03:25 Eta: 14:59:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:05:46,071 - Train: 68.80% [860700/1251000] [688.0/1000.0] [batch_t 0.152 (0.186)] [data_t 0.003] [optim_t 0.149] [lr 0.000688] [CE 4.481 (4.302)] [KD 3.710 (3.781)] 2024-10-14 23:05:53,718 - Train: 68.80% [860750/1251000] [688.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000688] [CE 4.813 (4.313)] [KD 4.042 (3.779)] 2024-10-14 23:06:01,631 - Train: 68.81% [860800/1251000] [688.1/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.000688] [CE 4.499 (4.330)] [KD 3.729 (3.785)] 2024-10-14 23:06:09,445 - Train: 68.81% [860850/1251000] [688.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000688] [CE 4.187 (4.353)] [KD 3.659 (3.817)] 2024-10-14 23:06:17,118 - Train: 68.82% [860900/1251000] [688.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000687] [CE 4.738 (4.316)] [KD 4.167 (3.747)] 2024-10-14 23:06:24,667 - Train: 68.82% [860950/1251000] [688.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000687] [CE 4.227 (4.378)] [KD 3.875 (3.837)] 2024-10-14 23:06:32,220 - Train: 68.82% [861000/1251000] [688.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000687] [CE 3.883 (4.353)] [KD 3.574 (3.841)] 2024-10-14 23:06:39,852 - Train: 68.83% [861050/1251000] [688.3/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000687] [CE 4.109 (4.436)] [KD 3.670 (3.892)] 2024-10-14 23:06:47,499 - Train: 68.83% [861100/1251000] [688.3/1000.0] [batch_t 0.144 (0.153)] [data_t 0.003] [optim_t 0.141] [lr 0.000687] [CE 5.070 (4.439)] [KD 4.300 (3.863)] 2024-10-14 23:06:54,972 - Train: 68.84% [861150/1251000] [688.4/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000687] [CE 4.079 (4.342)] [KD 3.648 (3.797)] 2024-10-14 23:07:02,854 - Train: 68.84% [861200/1251000] [688.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000686] [CE 4.491 (4.399)] [KD 3.631 (3.854)] 2024-10-14 23:07:10,327 - Train: 68.84% [861250/1251000] [688.4/1000.0] [batch_t 0.148 (0.149)] [data_t 0.004] [optim_t 0.144] [lr 0.000686] [CE 3.646 (4.370)] [KD 3.405 (3.847)] 2024-10-14 23:07:18,100 - Train: 68.85% [861300/1251000] [688.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000686] [CE 4.448 (4.439)] [KD 3.767 (3.857)] 2024-10-14 23:07:25,659 - Train: 68.85% [861350/1251000] [688.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000686] [CE 3.874 (4.347)] [KD 3.720 (3.863)] 2024-10-14 23:07:33,171 - Train: 68.86% [861400/1251000] [688.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000686] [CE 3.893 (4.307)] [KD 3.697 (3.818)] 2024-10-14 23:07:40,662 - Train: 68.86% [861450/1251000] [688.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000686] [CE 4.980 (4.347)] [KD 4.160 (3.838)] 2024-10-14 23:07:48,253 - Train: 68.86% [861500/1251000] [688.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000686] [CE 4.270 (4.344)] [KD 3.764 (3.829)] 2024-10-14 23:07:55,825 - Train: 68.87% [861550/1251000] [688.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000685] [CE 4.520 (4.364)] [KD 3.758 (3.847)] 2024-10-14 23:08:03,430 - Train: 68.87% [861600/1251000] [688.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000685] [CE 4.702 (4.408)] [KD 4.118 (3.847)] 2024-10-14 23:08:11,326 - Train: 68.88% [861650/1251000] [688.8/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000685] [CE 4.198 (4.346)] [KD 3.717 (3.827)] 2024-10-14 23:08:19,056 - Train: 68.88% [861700/1251000] [688.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000685] [CE 4.147 (4.379)] [KD 3.863 (3.856)] 2024-10-14 23:08:26,574 - Train: 68.88% [861750/1251000] [688.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000685] [CE 4.013 (4.410)] [KD 3.845 (3.881)] 2024-10-14 23:08:34,095 - Train: 68.89% [861800/1251000] [688.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000685] [CE 4.524 (4.333)] [KD 3.899 (3.798)] 2024-10-14 23:08:41,713 - Train: 68.89% [861850/1251000] [688.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000684] [CE 4.543 (4.407)] [KD 3.944 (3.866)] 2024-10-14 23:08:49,337 - Train: 68.90% [861900/1251000] [689.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000684] [CE 3.307 (4.411)] [KD 3.400 (3.872)] 2024-10-14 23:09:01,010 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 36333] [top5_cnt 45520] [top_all 50000] 2024-10-14 23:09:01,010 - net: 72.666 (91.040) 2024-10-14 23:09:07,001 - Test (net_E): 100.00% [50/50] [batch_t 0.091 (0.109)] [top1_cnt 37851] [top5_cnt 46365] [top_all 50000] 2024-10-14 23:09:07,002 - net_E: 75.702 (92.730) 2024-10-14 23:09:07,106 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 23:09:07,106 - ==> Total time: 1 day, 9:06:50 Eta: 14:56:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:09:10,861 - Train: 68.90% [861950/1251000] [689.0/1000.0] [batch_t 0.157 (0.188)] [data_t 0.005] [optim_t 0.152] [lr 0.000684] [CE 4.159 (4.500)] [KD 3.798 (3.858)] 2024-10-14 23:09:18,628 - Train: 68.90% [862000/1251000] [689.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000684] [CE 4.422 (4.376)] [KD 3.991 (3.836)] 2024-10-14 23:09:26,542 - Train: 68.91% [862050/1251000] [689.1/1000.0] [batch_t 0.267 (0.158)] [data_t 0.004] [optim_t 0.263] [lr 0.000684] [CE 4.752 (4.475)] [KD 4.143 (3.869)] 2024-10-14 23:09:34,228 - Train: 68.91% [862100/1251000] [689.1/1000.0] [batch_t 0.284 (0.154)] [data_t 0.005] [optim_t 0.279] [lr 0.000684] [CE 4.621 (4.399)] [KD 4.042 (3.840)] 2024-10-14 23:09:41,969 - Train: 68.92% [862150/1251000] [689.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000684] [CE 4.812 (4.344)] [KD 3.831 (3.816)] 2024-10-14 23:09:49,595 - Train: 68.92% [862200/1251000] [689.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000683] [CE 4.456 (4.288)] [KD 3.918 (3.774)] 2024-10-14 23:09:57,234 - Train: 68.92% [862250/1251000] [689.2/1000.0] [batch_t 0.141 (0.153)] [data_t 0.003] [optim_t 0.139] [lr 0.000683] [CE 4.144 (4.331)] [KD 3.782 (3.799)] 2024-10-14 23:10:04,857 - Train: 68.93% [862300/1251000] [689.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000683] [CE 4.214 (4.298)] [KD 3.662 (3.787)] 2024-10-14 23:10:12,527 - Train: 68.93% [862350/1251000] [689.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000683] [CE 4.486 (4.360)] [KD 3.682 (3.818)] 2024-10-14 23:10:20,211 - Train: 68.94% [862400/1251000] [689.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.143] [lr 0.000683] [CE 4.128 (4.394)] [KD 3.572 (3.821)] 2024-10-14 23:10:27,833 - Train: 68.94% [862450/1251000] [689.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000683] [CE 4.420 (4.420)] [KD 3.899 (3.866)] 2024-10-14 23:10:35,535 - Train: 68.94% [862500/1251000] [689.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000682] [CE 4.267 (4.437)] [KD 3.810 (3.843)] 2024-10-14 23:10:43,243 - Train: 68.95% [862550/1251000] [689.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000682] [CE 4.759 (4.421)] [KD 4.015 (3.800)] 2024-10-14 23:10:50,762 - Train: 68.95% [862600/1251000] [689.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000682] [CE 4.555 (4.385)] [KD 3.790 (3.832)] 2024-10-14 23:10:58,279 - Train: 68.96% [862650/1251000] [689.6/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000682] [CE 4.350 (4.437)] [KD 3.935 (3.919)] 2024-10-14 23:11:05,868 - Train: 68.96% [862700/1251000] [689.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000682] [CE 4.214 (4.392)] [KD 3.809 (3.879)] 2024-10-14 23:11:13,519 - Train: 68.96% [862750/1251000] [689.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000682] [CE 4.136 (4.406)] [KD 3.848 (3.886)] 2024-10-14 23:11:21,273 - Train: 68.97% [862800/1251000] [689.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000682] [CE 4.601 (4.333)] [KD 3.897 (3.812)] 2024-10-14 23:11:28,992 - Train: 68.97% [862850/1251000] [689.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000681] [CE 3.786 (4.340)] [KD 3.583 (3.778)] 2024-10-14 23:11:36,780 - Train: 68.98% [862900/1251000] [689.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000681] [CE 3.628 (4.328)] [KD 3.639 (3.840)] 2024-10-14 23:11:44,392 - Train: 68.98% [862950/1251000] [689.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000681] [CE 4.166 (4.413)] [KD 3.946 (3.859)] 2024-10-14 23:11:51,905 - Train: 68.98% [863000/1251000] [689.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000681] [CE 4.300 (4.379)] [KD 3.793 (3.852)] 2024-10-14 23:11:59,654 - Train: 68.99% [863050/1251000] [689.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000681] [CE 3.922 (4.303)] [KD 3.428 (3.758)] 2024-10-14 23:12:07,352 - Train: 68.99% [863100/1251000] [689.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000681] [CE 4.276 (4.337)] [KD 3.820 (3.758)] 2024-10-14 23:12:14,894 - Train: 69.00% [863150/1251000] [690.0/1000.0] [batch_t 0.164 (0.151)] [data_t 0.003] [optim_t 0.162] [lr 0.000680] [CE 3.826 (4.465)] [KD 3.658 (3.856)] 2024-10-14 23:12:26,605 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36130] [top5_cnt 45431] [top_all 50000] 2024-10-14 23:12:26,606 - net: 72.260 (90.862) 2024-10-14 23:12:32,394 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37869] [top5_cnt 46374] [top_all 50000] 2024-10-14 23:12:32,394 - net_E: 75.738 (92.748) 2024-10-14 23:12:32,541 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 23:12:32,542 - ==> Total time: 1 day, 9:10:15 Eta: 14:54:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:12:40,118 - Train: 69.00% [863200/1251000] [690.0/1000.0] [batch_t 0.151 (0.204)] [data_t 0.004] [optim_t 0.147] [lr 0.000680] [CE 4.598 (4.252)] [KD 4.032 (3.841)] 2024-10-14 23:12:47,840 - Train: 69.00% [863250/1251000] [690.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000680] [CE 4.128 (4.387)] [KD 3.656 (3.806)] 2024-10-14 23:12:55,675 - Train: 69.01% [863300/1251000] [690.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000680] [CE 4.305 (4.298)] [KD 3.725 (3.758)] 2024-10-14 23:13:03,504 - Train: 69.01% [863350/1251000] [690.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000680] [CE 4.657 (4.380)] [KD 3.975 (3.839)] 2024-10-14 23:13:11,189 - Train: 69.02% [863400/1251000] [690.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000680] [CE 4.441 (4.262)] [KD 3.892 (3.753)] 2024-10-14 23:13:18,728 - Train: 69.02% [863450/1251000] [690.2/1000.0] [batch_t 0.158 (0.151)] [data_t 0.002] [optim_t 0.155] [lr 0.000680] [CE 4.300 (4.309)] [KD 4.023 (3.761)] 2024-10-14 23:13:26,424 - Train: 69.02% [863500/1251000] [690.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000679] [CE 4.556 (4.362)] [KD 3.655 (3.812)] 2024-10-14 23:13:34,075 - Train: 69.03% [863550/1251000] [690.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000679] [CE 4.261 (4.377)] [KD 3.824 (3.829)] 2024-10-14 23:13:41,887 - Train: 69.03% [863600/1251000] [690.3/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000679] [CE 4.243 (4.349)] [KD 3.740 (3.786)] 2024-10-14 23:13:49,612 - Train: 69.04% [863650/1251000] [690.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000679] [CE 4.158 (4.370)] [KD 3.709 (3.811)] 2024-10-14 23:13:57,347 - Train: 69.04% [863700/1251000] [690.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000679] [CE 4.088 (4.301)] [KD 3.454 (3.740)] 2024-10-14 23:14:04,966 - Train: 69.04% [863750/1251000] [690.4/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000679] [CE 4.411 (4.419)] [KD 3.757 (3.857)] 2024-10-14 23:14:12,479 - Train: 69.05% [863800/1251000] [690.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.005] [optim_t 0.142] [lr 0.000678] [CE 4.568 (4.370)] [KD 3.914 (3.818)] 2024-10-14 23:14:20,066 - Train: 69.05% [863850/1251000] [690.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000678] [CE 4.493 (4.418)] [KD 3.813 (3.863)] 2024-10-14 23:14:27,766 - Train: 69.06% [863900/1251000] [690.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000678] [CE 4.375 (4.412)] [KD 3.751 (3.870)] 2024-10-14 23:14:35,452 - Train: 69.06% [863950/1251000] [690.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000678] [CE 4.434 (4.437)] [KD 3.984 (3.883)] 2024-10-14 23:14:43,135 - Train: 69.06% [864000/1251000] [690.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000678] [CE 4.345 (4.380)] [KD 3.652 (3.878)] 2024-10-14 23:14:51,029 - Train: 69.07% [864050/1251000] [690.7/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000678] [CE 4.075 (4.400)] [KD 3.625 (3.856)] 2024-10-14 23:14:58,733 - Train: 69.07% [864100/1251000] [690.7/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.158] [lr 0.000678] [CE 4.329 (4.314)] [KD 3.918 (3.776)] 2024-10-14 23:15:06,549 - Train: 69.08% [864150/1251000] [690.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000677] [CE 4.318 (4.405)] [KD 3.747 (3.892)] 2024-10-14 23:15:14,466 - Train: 69.08% [864200/1251000] [690.8/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000677] [CE 4.289 (4.412)] [KD 3.939 (3.824)] 2024-10-14 23:15:22,167 - Train: 69.08% [864250/1251000] [690.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000677] [CE 4.056 (4.380)] [KD 3.563 (3.810)] 2024-10-14 23:15:29,897 - Train: 69.09% [864300/1251000] [690.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000677] [CE 4.089 (4.305)] [KD 3.882 (3.834)] 2024-10-14 23:15:37,695 - Train: 69.09% [864350/1251000] [690.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000677] [CE 4.535 (4.380)] [KD 4.125 (3.844)] 2024-10-14 23:15:45,328 - Train: 69.10% [864400/1251000] [691.0/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000677] [CE 4.193 (4.330)] [KD 3.672 (3.869)] 2024-10-14 23:15:57,267 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 36033] [top5_cnt 45341] [top_all 50000] 2024-10-14 23:15:57,267 - net: 72.066 (90.682) 2024-10-14 23:16:03,185 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37848] [top5_cnt 46361] [top_all 50000] 2024-10-14 23:16:03,185 - net_E: 75.696 (92.722) 2024-10-14 23:16:03,336 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 23:16:03,337 - ==> Total time: 1 day, 9:13:46 Eta: 14:51:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:16:08,853 - Train: 69.10% [864450/1251000] [691.0/1000.0] [batch_t 0.155 (0.216)] [data_t 0.005] [optim_t 0.150] [lr 0.000676] [CE 3.859 (4.364)] [KD 3.607 (3.768)] 2024-10-14 23:16:16,664 - Train: 69.10% [864500/1251000] [691.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000676] [CE 4.484 (4.355)] [KD 3.664 (3.786)] 2024-10-14 23:16:24,296 - Train: 69.11% [864550/1251000] [691.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000676] [CE 4.488 (4.405)] [KD 3.733 (3.798)] 2024-10-14 23:16:31,819 - Train: 69.11% [864600/1251000] [691.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000676] [CE 4.415 (4.281)] [KD 3.842 (3.754)] 2024-10-14 23:16:39,349 - Train: 69.12% [864650/1251000] [691.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000676] [CE 4.185 (4.413)] [KD 3.610 (3.812)] 2024-10-14 23:16:46,997 - Train: 69.12% [864700/1251000] [691.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000676] [CE 3.972 (4.374)] [KD 3.840 (3.811)] 2024-10-14 23:16:54,693 - Train: 69.12% [864750/1251000] [691.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000676] [CE 4.131 (4.372)] [KD 3.732 (3.790)] 2024-10-14 23:17:02,422 - Train: 69.13% [864800/1251000] [691.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000675] [CE 4.599 (4.352)] [KD 4.050 (3.837)] 2024-10-14 23:17:09,997 - Train: 69.13% [864850/1251000] [691.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000675] [CE 4.108 (4.443)] [KD 3.753 (3.910)] 2024-10-14 23:17:17,903 - Train: 69.14% [864900/1251000] [691.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000675] [CE 4.199 (4.416)] [KD 3.751 (3.852)] 2024-10-14 23:17:25,579 - Train: 69.14% [864950/1251000] [691.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000675] [CE 4.682 (4.366)] [KD 3.964 (3.801)] 2024-10-14 23:17:33,218 - Train: 69.14% [865000/1251000] [691.4/1000.0] [batch_t 0.163 (0.153)] [data_t 0.004] [optim_t 0.159] [lr 0.000675] [CE 4.151 (4.378)] [KD 3.777 (3.890)] 2024-10-14 23:17:40,880 - Train: 69.15% [865050/1251000] [691.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000675] [CE 4.745 (4.407)] [KD 4.136 (3.873)] 2024-10-14 23:17:48,669 - Train: 69.15% [865100/1251000] [691.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000674] [CE 3.756 (4.273)] [KD 3.467 (3.788)] 2024-10-14 23:17:56,230 - Train: 69.16% [865150/1251000] [691.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000674] [CE 4.110 (4.366)] [KD 3.930 (3.833)] 2024-10-14 23:18:03,777 - Train: 69.16% [865200/1251000] [691.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000674] [CE 4.829 (4.366)] [KD 3.973 (3.832)] 2024-10-14 23:18:11,332 - Train: 69.16% [865250/1251000] [691.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000674] [CE 4.412 (4.473)] [KD 3.842 (3.944)] 2024-10-14 23:18:19,264 - Train: 69.17% [865300/1251000] [691.7/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000674] [CE 4.410 (4.429)] [KD 3.907 (3.862)] 2024-10-14 23:18:27,054 - Train: 69.17% [865350/1251000] [691.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000674] [CE 4.362 (4.328)] [KD 3.951 (3.811)] 2024-10-14 23:18:34,808 - Train: 69.18% [865400/1251000] [691.8/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000674] [CE 4.487 (4.325)] [KD 3.870 (3.764)] 2024-10-14 23:18:42,363 - Train: 69.18% [865450/1251000] [691.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000673] [CE 4.402 (4.416)] [KD 3.811 (3.846)] 2024-10-14 23:18:49,987 - Train: 69.18% [865500/1251000] [691.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000673] [CE 4.561 (4.344)] [KD 3.776 (3.820)] 2024-10-14 23:18:57,490 - Train: 69.19% [865550/1251000] [691.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000673] [CE 4.588 (4.440)] [KD 3.922 (3.883)] 2024-10-14 23:19:05,154 - Train: 69.19% [865600/1251000] [691.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000673] [CE 4.821 (4.403)] [KD 4.071 (3.863)] 2024-10-14 23:19:12,666 - Train: 69.20% [865650/1251000] [692.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000673] [CE 4.148 (4.394)] [KD 3.700 (3.839)] 2024-10-14 23:19:24,559 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 35782] [top5_cnt 45237] [top_all 50000] 2024-10-14 23:19:24,560 - net: 71.564 (90.474) 2024-10-14 23:19:30,313 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37869] [top5_cnt 46357] [top_all 50000] 2024-10-14 23:19:30,313 - net_E: 75.738 (92.714) 2024-10-14 23:19:30,423 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.766 (epoch: 685)] 2024-10-14 23:19:30,423 - ==> Total time: 1 day, 9:17:13 Eta: 14:48:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:19:34,167 - Train: 69.20% [865700/1251000] [692.0/1000.0] [batch_t 0.155 (0.240)] [data_t 0.003] [optim_t 0.153] [lr 0.000673] [CE 4.215 (4.306)] [KD 3.850 (3.871)] 2024-10-14 23:19:41,903 - Train: 69.20% [865750/1251000] [692.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000672] [CE 4.548 (4.377)] [KD 3.841 (3.860)] 2024-10-14 23:19:49,649 - Train: 69.21% [865800/1251000] [692.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000672] [CE 4.143 (4.411)] [KD 3.710 (3.848)] 2024-10-14 23:19:57,276 - Train: 69.21% [865850/1251000] [692.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000672] [CE 4.017 (4.372)] [KD 3.553 (3.834)] 2024-10-14 23:20:04,826 - Train: 69.22% [865900/1251000] [692.2/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.000672] [CE 4.268 (4.373)] [KD 3.741 (3.796)] 2024-10-14 23:20:12,481 - Train: 69.22% [865950/1251000] [692.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000672] [CE 4.718 (4.494)] [KD 4.171 (3.883)] 2024-10-14 23:20:20,179 - Train: 69.22% [866000/1251000] [692.2/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000672] [CE 4.153 (4.399)] [KD 3.494 (3.794)] 2024-10-14 23:20:27,686 - Train: 69.23% [866050/1251000] [692.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000672] [CE 4.295 (4.404)] [KD 3.914 (3.826)] 2024-10-14 23:20:35,277 - Train: 69.23% [866100/1251000] [692.3/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000671] [CE 4.601 (4.341)] [KD 3.852 (3.847)] 2024-10-14 23:20:43,103 - Train: 69.24% [866150/1251000] [692.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000671] [CE 4.478 (4.394)] [KD 3.805 (3.816)] 2024-10-14 23:20:50,869 - Train: 69.24% [866200/1251000] [692.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000671] [CE 4.395 (4.390)] [KD 3.837 (3.813)] 2024-10-14 23:20:58,479 - Train: 69.24% [866250/1251000] [692.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000671] [CE 4.063 (4.352)] [KD 3.791 (3.819)] 2024-10-14 23:21:06,172 - Train: 69.25% [866300/1251000] [692.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000671] [CE 4.618 (4.446)] [KD 3.913 (3.875)] 2024-10-14 23:21:13,781 - Train: 69.25% [866350/1251000] [692.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000671] [CE 4.349 (4.383)] [KD 3.808 (3.842)] 2024-10-14 23:21:21,390 - Train: 69.26% [866400/1251000] [692.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000670] [CE 4.543 (4.366)] [KD 4.084 (3.851)] 2024-10-14 23:21:29,049 - Train: 69.26% [866450/1251000] [692.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000670] [CE 4.106 (4.401)] [KD 3.719 (3.884)] 2024-10-14 23:21:36,696 - Train: 69.26% [866500/1251000] [692.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000670] [CE 4.093 (4.351)] [KD 3.680 (3.792)] 2024-10-14 23:21:44,326 - Train: 69.27% [866550/1251000] [692.7/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000670] [CE 4.108 (4.347)] [KD 3.715 (3.809)] 2024-10-14 23:21:51,948 - Train: 69.27% [866600/1251000] [692.7/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000670] [CE 4.661 (4.482)] [KD 4.075 (3.916)] 2024-10-14 23:21:59,706 - Train: 69.28% [866650/1251000] [692.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000670] [CE 4.634 (4.386)] [KD 3.940 (3.869)] 2024-10-14 23:22:07,469 - Train: 69.28% [866700/1251000] [692.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000670] [CE 3.876 (4.351)] [KD 3.422 (3.788)] 2024-10-14 23:22:15,022 - Train: 69.28% [866750/1251000] [692.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000669] [CE 4.143 (4.362)] [KD 3.631 (3.821)] 2024-10-14 23:22:22,651 - Train: 69.29% [866800/1251000] [692.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000669] [CE 4.705 (4.348)] [KD 4.008 (3.834)] 2024-10-14 23:22:30,398 - Train: 69.29% [866850/1251000] [692.9/1000.0] [batch_t 0.275 (0.155)] [data_t 0.004] [optim_t 0.270] [lr 0.000669] [CE 4.062 (4.343)] [KD 3.776 (3.820)] 2024-10-14 23:22:37,927 - Train: 69.30% [866900/1251000] [693.0/1000.0] [batch_t 0.154 (0.150)] [data_t 0.003] [optim_t 0.151] [lr 0.000669] [CE 4.514 (4.361)] [KD 3.848 (3.811)] 2024-10-14 23:22:50,000 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36100] [top5_cnt 45420] [top_all 50000] 2024-10-14 23:22:50,000 - net: 72.200 (90.840) 2024-10-14 23:22:55,790 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37921] [top5_cnt 46342] [top_all 50000] 2024-10-14 23:22:55,791 - net_E: 75.842 (92.684) 2024-10-14 23:22:55,907 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.842 (epoch: 693)] 2024-10-14 23:22:55,907 - ==> Total time: 1 day, 9:20:39 Eta: 14:46:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:23:02,787 - Train: 69.30% [866950/1251000] [693.0/1000.0] [batch_t 0.156 (0.207)] [data_t 0.004] [optim_t 0.151] [lr 0.000669] [CE 4.564 (4.416)] [KD 3.994 (3.852)] 2024-10-14 23:23:10,702 - Train: 69.30% [867000/1251000] [693.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000669] [CE 4.402 (4.298)] [KD 3.804 (3.731)] 2024-10-14 23:23:18,354 - Train: 69.31% [867050/1251000] [693.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000668] [CE 4.681 (4.433)] [KD 4.032 (3.814)] 2024-10-14 23:23:26,013 - Train: 69.31% [867100/1251000] [693.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000668] [CE 4.345 (4.372)] [KD 3.649 (3.828)] 2024-10-14 23:23:33,558 - Train: 69.32% [867150/1251000] [693.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000668] [CE 4.380 (4.398)] [KD 3.843 (3.821)] 2024-10-14 23:23:41,267 - Train: 69.32% [867200/1251000] [693.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000668] [CE 4.472 (4.381)] [KD 3.800 (3.807)] 2024-10-14 23:23:49,170 - Train: 69.32% [867250/1251000] [693.2/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000668] [CE 4.326 (4.350)] [KD 3.608 (3.823)] 2024-10-14 23:23:56,897 - Train: 69.33% [867300/1251000] [693.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000668] [CE 3.995 (4.324)] [KD 3.658 (3.760)] 2024-10-14 23:24:04,627 - Train: 69.33% [867350/1251000] [693.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000668] [CE 4.040 (4.363)] [KD 3.675 (3.775)] 2024-10-14 23:24:12,200 - Train: 69.34% [867400/1251000] [693.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000667] [CE 4.428 (4.374)] [KD 3.713 (3.819)] 2024-10-14 23:24:19,854 - Train: 69.34% [867450/1251000] [693.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000667] [CE 4.491 (4.383)] [KD 3.762 (3.817)] 2024-10-14 23:24:27,351 - Train: 69.34% [867500/1251000] [693.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000667] [CE 3.912 (4.286)] [KD 3.273 (3.815)] 2024-10-14 23:24:35,286 - Train: 69.35% [867550/1251000] [693.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000667] [CE 4.193 (4.402)] [KD 3.715 (3.846)] 2024-10-14 23:24:42,923 - Train: 69.35% [867600/1251000] [693.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000667] [CE 4.284 (4.327)] [KD 3.918 (3.787)] 2024-10-14 23:24:50,662 - Train: 69.36% [867650/1251000] [693.6/1000.0] [batch_t 0.293 (0.155)] [data_t 0.003] [optim_t 0.290] [lr 0.000667] [CE 4.406 (4.364)] [KD 3.872 (3.805)] 2024-10-14 23:24:58,441 - Train: 69.36% [867700/1251000] [693.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000666] [CE 3.989 (4.361)] [KD 3.852 (3.822)] 2024-10-14 23:25:06,126 - Train: 69.36% [867750/1251000] [693.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000666] [CE 4.235 (4.406)] [KD 3.576 (3.854)] 2024-10-14 23:25:13,810 - Train: 69.37% [867800/1251000] [693.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000666] [CE 4.677 (4.361)] [KD 3.839 (3.799)] 2024-10-14 23:25:21,847 - Train: 69.37% [867850/1251000] [693.7/1000.0] [batch_t 0.158 (0.161)] [data_t 0.003] [optim_t 0.155] [lr 0.000666] [CE 4.952 (4.323)] [KD 4.300 (3.788)] 2024-10-14 23:25:29,483 - Train: 69.38% [867900/1251000] [693.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000666] [CE 4.654 (4.397)] [KD 3.959 (3.840)] 2024-10-14 23:25:37,415 - Train: 69.38% [867950/1251000] [693.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000666] [CE 3.852 (4.292)] [KD 3.567 (3.774)] 2024-10-14 23:25:44,982 - Train: 69.38% [868000/1251000] [693.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000666] [CE 4.634 (4.342)] [KD 4.009 (3.813)] 2024-10-14 23:25:52,647 - Train: 69.39% [868050/1251000] [693.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000665] [CE 5.006 (4.404)] [KD 4.115 (3.855)] 2024-10-14 23:26:00,552 - Train: 69.39% [868100/1251000] [693.9/1000.0] [batch_t 0.244 (0.158)] [data_t 0.003] [optim_t 0.241] [lr 0.000665] [CE 4.429 (4.433)] [KD 3.741 (3.806)] 2024-10-14 23:26:08,372 - Train: 69.40% [868150/1251000] [694.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000665] [CE 4.512 (4.347)] [KD 4.045 (3.811)] 2024-10-14 23:26:20,910 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 35941] [top5_cnt 45414] [top_all 50000] 2024-10-14 23:26:20,910 - net: 71.882 (90.828) 2024-10-14 23:26:26,883 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37938] [top5_cnt 46360] [top_all 50000] 2024-10-14 23:26:26,884 - net_E: 75.876 (92.720) 2024-10-14 23:26:27,029 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.876 (epoch: 694)] 2024-10-14 23:26:27,029 - ==> Total time: 1 day, 9:24:10 Eta: 14:43:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:26:33,888 - Train: 69.40% [868200/1251000] [694.0/1000.0] [batch_t 0.161 (0.228)] [data_t 0.003] [optim_t 0.159] [lr 0.000665] [CE 4.865 (4.280)] [KD 4.138 (3.885)] 2024-10-14 23:26:41,660 - Train: 69.40% [868250/1251000] [694.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000665] [CE 4.547 (4.345)] [KD 3.986 (3.803)] 2024-10-14 23:26:49,272 - Train: 69.41% [868300/1251000] [694.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000665] [CE 4.489 (4.375)] [KD 3.939 (3.782)] 2024-10-14 23:26:57,039 - Train: 69.41% [868350/1251000] [694.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000664] [CE 4.324 (4.390)] [KD 3.806 (3.832)] 2024-10-14 23:27:05,087 - Train: 69.42% [868400/1251000] [694.2/1000.0] [batch_t 0.147 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.000664] [CE 4.140 (4.432)] [KD 3.798 (3.855)] 2024-10-14 23:27:12,805 - Train: 69.42% [868450/1251000] [694.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000664] [CE 3.901 (4.349)] [KD 3.626 (3.777)] 2024-10-14 23:27:20,806 - Train: 69.42% [868500/1251000] [694.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.000664] [CE 4.040 (4.374)] [KD 3.485 (3.825)] 2024-10-14 23:27:28,410 - Train: 69.43% [868550/1251000] [694.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000664] [CE 3.944 (4.380)] [KD 3.620 (3.833)] 2024-10-14 23:27:36,186 - Train: 69.43% [868600/1251000] [694.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000664] [CE 4.362 (4.409)] [KD 3.833 (3.824)] 2024-10-14 23:27:43,759 - Train: 69.44% [868650/1251000] [694.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000664] [CE 4.455 (4.334)] [KD 3.996 (3.802)] 2024-10-14 23:27:51,481 - Train: 69.44% [868700/1251000] [694.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000663] [CE 3.856 (4.360)] [KD 3.586 (3.809)] 2024-10-14 23:27:59,066 - Train: 69.44% [868750/1251000] [694.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000663] [CE 4.038 (4.370)] [KD 3.925 (3.835)] 2024-10-14 23:28:06,908 - Train: 69.45% [868800/1251000] [694.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000663] [CE 4.465 (4.416)] [KD 3.763 (3.846)] 2024-10-14 23:28:14,701 - Train: 69.45% [868850/1251000] [694.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000663] [CE 3.678 (4.324)] [KD 3.495 (3.778)] 2024-10-14 23:28:22,529 - Train: 69.46% [868900/1251000] [694.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000663] [CE 4.158 (4.389)] [KD 3.985 (3.841)] 2024-10-14 23:28:30,130 - Train: 69.46% [868950/1251000] [694.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000663] [CE 4.167 (4.359)] [KD 3.740 (3.834)] 2024-10-14 23:28:37,828 - Train: 69.46% [869000/1251000] [694.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000662] [CE 3.679 (4.357)] [KD 3.809 (3.820)] 2024-10-14 23:28:45,526 - Train: 69.47% [869050/1251000] [694.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000662] [CE 4.092 (4.418)] [KD 3.774 (3.871)] 2024-10-14 23:28:53,106 - Train: 69.47% [869100/1251000] [694.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000662] [CE 4.421 (4.399)] [KD 3.829 (3.837)] 2024-10-14 23:29:00,784 - Train: 69.48% [869150/1251000] [694.8/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000662] [CE 4.701 (4.282)] [KD 4.125 (3.811)] 2024-10-14 23:29:08,713 - Train: 69.48% [869200/1251000] [694.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000662] [CE 3.452 (4.368)] [KD 3.274 (3.831)] 2024-10-14 23:29:16,442 - Train: 69.48% [869250/1251000] [694.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000662] [CE 3.937 (4.331)] [KD 3.807 (3.850)] 2024-10-14 23:29:24,166 - Train: 69.49% [869300/1251000] [694.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000662] [CE 4.798 (4.392)] [KD 4.176 (3.807)] 2024-10-14 23:29:31,897 - Train: 69.49% [869350/1251000] [694.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000661] [CE 4.932 (4.349)] [KD 3.957 (3.759)] 2024-10-14 23:29:39,583 - Train: 69.50% [869400/1251000] [695.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000661] [CE 4.512 (4.377)] [KD 3.928 (3.819)] 2024-10-14 23:29:52,353 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 35964] [top5_cnt 45302] [top_all 50000] 2024-10-14 23:29:52,354 - net: 71.928 (90.604) 2024-10-14 23:29:58,274 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37934] [top5_cnt 46359] [top_all 50000] 2024-10-14 23:29:58,274 - net_E: 75.868 (92.718) 2024-10-14 23:29:58,404 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.876 (epoch: 694)] 2024-10-14 23:29:58,404 - ==> Total time: 1 day, 9:27:41 Eta: 14:41:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:30:01,226 - Train: 69.50% [869450/1251000] [695.0/1000.0] [batch_t 0.150 (0.251)] [data_t 0.005] [optim_t 0.144] [lr 0.000661] [CE 4.305 (4.242)] [KD 3.637 (3.713)] 2024-10-14 23:30:08,896 - Train: 69.50% [869500/1251000] [695.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000661] [CE 4.259 (4.354)] [KD 3.702 (3.819)] 2024-10-14 23:30:16,656 - Train: 69.51% [869550/1251000] [695.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000661] [CE 4.683 (4.349)] [KD 4.154 (3.796)] 2024-10-14 23:30:24,507 - Train: 69.51% [869600/1251000] [695.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000661] [CE 4.168 (4.378)] [KD 3.936 (3.787)] 2024-10-14 23:30:32,254 - Train: 69.52% [869650/1251000] [695.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000660] [CE 4.432 (4.346)] [KD 3.817 (3.792)] 2024-10-14 23:30:40,143 - Train: 69.52% [869700/1251000] [695.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000660] [CE 3.995 (4.403)] [KD 3.692 (3.864)] 2024-10-14 23:30:47,714 - Train: 69.52% [869750/1251000] [695.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000660] [CE 4.462 (4.319)] [KD 3.807 (3.757)] 2024-10-14 23:30:55,354 - Train: 69.53% [869800/1251000] [695.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000660] [CE 4.614 (4.393)] [KD 4.085 (3.828)] 2024-10-14 23:31:03,393 - Train: 69.53% [869850/1251000] [695.3/1000.0] [batch_t 0.160 (0.161)] [data_t 0.004] [optim_t 0.156] [lr 0.000660] [CE 4.079 (4.295)] [KD 3.659 (3.781)] 2024-10-14 23:31:11,195 - Train: 69.54% [869900/1251000] [695.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000660] [CE 4.444 (4.406)] [KD 3.724 (3.828)] 2024-10-14 23:31:18,946 - Train: 69.54% [869950/1251000] [695.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000660] [CE 4.252 (4.313)] [KD 3.995 (3.775)] 2024-10-14 23:31:26,822 - Train: 69.54% [870000/1251000] [695.4/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000659] [CE 4.513 (4.357)] [KD 3.937 (3.800)] 2024-10-14 23:31:34,583 - Train: 69.55% [870050/1251000] [695.5/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000659] [CE 4.802 (4.352)] [KD 4.011 (3.797)] 2024-10-14 23:31:42,372 - Train: 69.55% [870100/1251000] [695.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000659] [CE 4.267 (4.322)] [KD 3.739 (3.762)] 2024-10-14 23:31:50,125 - Train: 69.56% [870150/1251000] [695.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000659] [CE 5.102 (4.343)] [KD 4.029 (3.733)] 2024-10-14 23:31:57,893 - Train: 69.56% [870200/1251000] [695.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000659] [CE 4.478 (4.377)] [KD 3.763 (3.825)] 2024-10-14 23:32:05,610 - Train: 69.56% [870250/1251000] [695.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000659] [CE 4.544 (4.411)] [KD 3.861 (3.807)] 2024-10-14 23:32:13,760 - Train: 69.57% [870300/1251000] [695.7/1000.0] [batch_t 0.153 (0.163)] [data_t 0.004] [optim_t 0.149] [lr 0.000659] [CE 4.663 (4.443)] [KD 3.975 (3.820)] 2024-10-14 23:32:21,342 - Train: 69.57% [870350/1251000] [695.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000658] [CE 4.597 (4.350)] [KD 3.990 (3.792)] 2024-10-14 23:32:28,961 - Train: 69.58% [870400/1251000] [695.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000658] [CE 3.813 (4.411)] [KD 3.759 (3.830)] 2024-10-14 23:32:36,831 - Train: 69.58% [870450/1251000] [695.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000658] [CE 4.770 (4.319)] [KD 3.999 (3.792)] 2024-10-14 23:32:44,685 - Train: 69.58% [870500/1251000] [695.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000658] [CE 4.210 (4.383)] [KD 3.861 (3.825)] 2024-10-14 23:32:52,529 - Train: 69.59% [870550/1251000] [695.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000658] [CE 4.343 (4.319)] [KD 3.875 (3.782)] 2024-10-14 23:33:00,483 - Train: 69.59% [870600/1251000] [695.9/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000658] [CE 4.499 (4.360)] [KD 3.845 (3.788)] 2024-10-14 23:33:08,204 - Train: 69.60% [870650/1251000] [696.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000657] [CE 4.346 (4.355)] [KD 3.600 (3.815)] 2024-10-14 23:33:21,018 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36090] [top5_cnt 45412] [top_all 50000] 2024-10-14 23:33:21,018 - net: 72.180 (90.824) 2024-10-14 23:33:26,942 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 37948] [top5_cnt 46351] [top_all 50000] 2024-10-14 23:33:26,942 - net_E: 75.896 (92.702) 2024-10-14 23:33:27,090 - Max [top1: 72.706 (epoch: 685)] [top1-ema: 75.896 (epoch: 696)] 2024-10-14 23:33:27,090 - ==> Total time: 1 day, 9:31:10 Eta: 14:38:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:33:34,452 - Train: 69.60% [870700/1251000] [696.0/1000.0] [batch_t 0.150 (0.249)] [data_t 0.004] [optim_t 0.146] [lr 0.000657] [CE 4.425 (4.174)] [KD 3.737 (3.598)] 2024-10-14 23:33:42,171 - Train: 69.60% [870750/1251000] [696.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000657] [CE 4.489 (4.302)] [KD 3.967 (3.755)] 2024-10-14 23:33:49,782 - Train: 69.61% [870800/1251000] [696.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000657] [CE 4.616 (4.349)] [KD 3.843 (3.760)] 2024-10-14 23:33:57,489 - Train: 69.61% [870850/1251000] [696.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000657] [CE 4.423 (4.326)] [KD 3.727 (3.791)] 2024-10-14 23:34:05,251 - Train: 69.62% [870900/1251000] [696.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000657] [CE 4.344 (4.376)] [KD 3.748 (3.789)] 2024-10-14 23:34:13,079 - Train: 69.62% [870950/1251000] [696.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000657] [CE 4.317 (4.397)] [KD 3.785 (3.852)] 2024-10-14 23:34:20,935 - Train: 69.62% [871000/1251000] [696.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000656] [CE 4.687 (4.420)] [KD 3.966 (3.849)] 2024-10-14 23:34:28,661 - Train: 69.63% [871050/1251000] [696.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000656] [CE 4.872 (4.360)] [KD 4.196 (3.758)] 2024-10-14 23:34:36,276 - Train: 69.63% [871100/1251000] [696.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000656] [CE 4.917 (4.409)] [KD 4.137 (3.850)] 2024-10-14 23:34:44,184 - Train: 69.64% [871150/1251000] [696.4/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.000656] [CE 4.302 (4.421)] [KD 3.727 (3.849)] 2024-10-14 23:34:51,799 - Train: 69.64% [871200/1251000] [696.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000656] [CE 4.372 (4.292)] [KD 3.813 (3.810)] 2024-10-14 23:34:59,655 - Train: 69.64% [871250/1251000] [696.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000656] [CE 4.398 (4.414)] [KD 3.913 (3.824)] 2024-10-14 23:35:07,620 - Train: 69.65% [871300/1251000] [696.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000655] [CE 4.075 (4.320)] [KD 3.486 (3.813)] 2024-10-14 23:35:15,339 - Train: 69.65% [871350/1251000] [696.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000655] [CE 4.089 (4.336)] [KD 3.607 (3.815)] 2024-10-14 23:35:22,925 - Train: 69.66% [871400/1251000] [696.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000655] [CE 4.454 (4.384)] [KD 3.890 (3.817)] 2024-10-14 23:35:30,605 - Train: 69.66% [871450/1251000] [696.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000655] [CE 4.183 (4.367)] [KD 3.615 (3.796)] 2024-10-14 23:35:38,274 - Train: 69.66% [871500/1251000] [696.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000655] [CE 4.132 (4.357)] [KD 3.541 (3.768)] 2024-10-14 23:35:46,055 - Train: 69.67% [871550/1251000] [696.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.147] [lr 0.000655] [CE 4.095 (4.347)] [KD 3.665 (3.770)] 2024-10-14 23:35:53,828 - Train: 69.67% [871600/1251000] [696.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000655] [CE 4.362 (4.366)] [KD 4.062 (3.819)] 2024-10-14 23:36:01,444 - Train: 69.68% [871650/1251000] [696.8/1000.0] [batch_t 0.164 (0.152)] [data_t 0.005] [optim_t 0.159] [lr 0.000654] [CE 3.838 (4.369)] [KD 3.619 (3.827)] 2024-10-14 23:36:09,220 - Train: 69.68% [871700/1251000] [696.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000654] [CE 4.522 (4.286)] [KD 4.055 (3.784)] 2024-10-14 23:36:16,894 - Train: 69.68% [871750/1251000] [696.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000654] [CE 4.376 (4.322)] [KD 3.905 (3.744)] 2024-10-14 23:36:24,657 - Train: 69.69% [871800/1251000] [696.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000654] [CE 4.408 (4.463)] [KD 3.627 (3.852)] 2024-10-14 23:36:32,601 - Train: 69.69% [871850/1251000] [696.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000654] [CE 4.702 (4.340)] [KD 3.873 (3.769)] 2024-10-14 23:36:40,159 - Train: 69.70% [871900/1251000] [697.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000654] [CE 4.738 (4.407)] [KD 4.078 (3.818)] 2024-10-14 23:36:52,899 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36421] [top5_cnt 45548] [top_all 50000] 2024-10-14 23:36:52,900 - net: 72.842 (91.096) 2024-10-14 23:36:58,800 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 37920] [top5_cnt 46376] [top_all 50000] 2024-10-14 23:36:58,800 - net_E: 75.840 (92.752) 2024-10-14 23:36:58,958 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.896 (epoch: 696)] 2024-10-14 23:36:58,958 - ==> Total time: 1 day, 9:34:42 Eta: 14:35:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:37:09,335 - Train: 69.70% [871950/1251000] [697.0/1000.0] [batch_t 0.149 (0.319)] [data_t 0.003] [optim_t 0.146] [lr 0.000653] [CE 4.003 (4.221)] [KD 3.417 (3.614)] 2024-10-14 23:37:17,098 - Train: 69.70% [872000/1251000] [697.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000653] [CE 4.761 (4.392)] [KD 3.836 (3.809)] 2024-10-14 23:37:24,815 - Train: 69.71% [872050/1251000] [697.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000653] [CE 4.247 (4.359)] [KD 3.599 (3.784)] 2024-10-14 23:37:32,775 - Train: 69.71% [872100/1251000] [697.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000653] [CE 4.406 (4.361)] [KD 3.968 (3.758)] 2024-10-14 23:37:40,510 - Train: 69.72% [872150/1251000] [697.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000653] [CE 4.520 (4.327)] [KD 3.941 (3.787)] 2024-10-14 23:37:48,266 - Train: 69.72% [872200/1251000] [697.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000653] [CE 4.423 (4.357)] [KD 3.775 (3.775)] 2024-10-14 23:37:56,030 - Train: 69.72% [872250/1251000] [697.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000653] [CE 4.270 (4.359)] [KD 3.717 (3.791)] 2024-10-14 23:38:03,662 - Train: 69.73% [872300/1251000] [697.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000652] [CE 4.623 (4.353)] [KD 3.941 (3.777)] 2024-10-14 23:38:11,276 - Train: 69.73% [872350/1251000] [697.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000652] [CE 4.433 (4.347)] [KD 3.848 (3.781)] 2024-10-14 23:38:19,038 - Train: 69.74% [872400/1251000] [697.4/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000652] [CE 4.010 (4.328)] [KD 3.769 (3.753)] 2024-10-14 23:38:26,883 - Train: 69.74% [872450/1251000] [697.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000652] [CE 3.920 (4.391)] [KD 3.558 (3.842)] 2024-10-14 23:38:34,728 - Train: 69.74% [872500/1251000] [697.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000652] [CE 4.360 (4.455)] [KD 3.588 (3.822)] 2024-10-14 23:38:42,491 - Train: 69.75% [872550/1251000] [697.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000652] [CE 4.553 (4.333)] [KD 4.158 (3.789)] 2024-10-14 23:38:50,071 - Train: 69.75% [872600/1251000] [697.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000652] [CE 4.249 (4.323)] [KD 3.769 (3.792)] 2024-10-14 23:38:57,992 - Train: 69.76% [872650/1251000] [697.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000651] [CE 4.578 (4.351)] [KD 3.884 (3.815)] 2024-10-14 23:39:05,685 - Train: 69.76% [872700/1251000] [697.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000651] [CE 4.893 (4.388)] [KD 3.972 (3.777)] 2024-10-14 23:39:13,349 - Train: 69.76% [872750/1251000] [697.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000651] [CE 4.575 (4.323)] [KD 3.953 (3.823)] 2024-10-14 23:39:21,064 - Train: 69.77% [872800/1251000] [697.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000651] [CE 3.992 (4.333)] [KD 3.612 (3.809)] 2024-10-14 23:39:28,778 - Train: 69.77% [872850/1251000] [697.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000651] [CE 4.198 (4.425)] [KD 3.402 (3.791)] 2024-10-14 23:39:36,582 - Train: 69.78% [872900/1251000] [697.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000651] [CE 4.529 (4.342)] [KD 3.858 (3.782)] 2024-10-14 23:39:44,281 - Train: 69.78% [872950/1251000] [697.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000650] [CE 4.242 (4.331)] [KD 3.899 (3.782)] 2024-10-14 23:39:51,950 - Train: 69.78% [873000/1251000] [697.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000650] [CE 4.489 (4.354)] [KD 4.130 (3.817)] 2024-10-14 23:39:59,668 - Train: 69.79% [873050/1251000] [697.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000650] [CE 4.291 (4.377)] [KD 3.910 (3.800)] 2024-10-14 23:40:07,511 - Train: 69.79% [873100/1251000] [697.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000650] [CE 4.109 (4.318)] [KD 3.401 (3.738)] 2024-10-14 23:40:15,074 - Train: 69.80% [873150/1251000] [698.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000650] [CE 4.450 (4.336)] [KD 3.760 (3.780)] 2024-10-14 23:40:27,967 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36343] [top5_cnt 45452] [top_all 50000] 2024-10-14 23:40:27,968 - net: 72.686 (90.904) 2024-10-14 23:40:35,666 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37935] [top5_cnt 46403] [top_all 50000] 2024-10-14 23:40:35,667 - net_E: 75.870 (92.806) 2024-10-14 23:40:35,799 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.896 (epoch: 696)] 2024-10-14 23:40:35,799 - ==> Total time: 1 day, 9:38:19 Eta: 14:33:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:40:38,063 - Train: 69.80% [873200/1251000] [698.0/1000.0] [batch_t 0.167 (0.360)] [data_t 0.005] [optim_t 0.162] [lr 0.000650] [CE 4.057 (4.081)] [KD 3.606 (3.715)] 2024-10-14 23:40:45,812 - Train: 69.80% [873250/1251000] [698.0/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000650] [CE 4.181 (4.358)] [KD 3.736 (3.757)] 2024-10-14 23:40:53,601 - Train: 69.81% [873300/1251000] [698.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000649] [CE 4.276 (4.326)] [KD 3.645 (3.725)] 2024-10-14 23:41:01,412 - Train: 69.81% [873350/1251000] [698.1/1000.0] [batch_t 0.160 (0.156)] [data_t 0.004] [optim_t 0.157] [lr 0.000649] [CE 4.300 (4.347)] [KD 3.714 (3.838)] 2024-10-14 23:41:09,144 - Train: 69.82% [873400/1251000] [698.2/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.157] [lr 0.000649] [CE 4.366 (4.380)] [KD 3.852 (3.775)] 2024-10-14 23:41:16,992 - Train: 69.82% [873450/1251000] [698.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000649] [CE 4.844 (4.393)] [KD 4.091 (3.805)] 2024-10-14 23:41:24,570 - Train: 69.82% [873500/1251000] [698.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000649] [CE 4.341 (4.247)] [KD 3.825 (3.738)] 2024-10-14 23:41:32,170 - Train: 69.83% [873550/1251000] [698.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000649] [CE 4.238 (4.341)] [KD 3.744 (3.746)] 2024-10-14 23:41:39,740 - Train: 69.83% [873600/1251000] [698.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000648] [CE 4.204 (4.369)] [KD 3.586 (3.746)] 2024-10-14 23:41:47,509 - Train: 69.84% [873650/1251000] [698.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000648] [CE 4.502 (4.387)] [KD 3.743 (3.774)] 2024-10-14 23:41:55,048 - Train: 69.84% [873700/1251000] [698.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000648] [CE 4.511 (4.437)] [KD 3.745 (3.848)] 2024-10-14 23:42:03,107 - Train: 69.84% [873750/1251000] [698.4/1000.0] [batch_t 0.160 (0.160)] [data_t 0.005] [optim_t 0.154] [lr 0.000648] [CE 4.665 (4.444)] [KD 4.104 (3.830)] 2024-10-14 23:42:10,817 - Train: 69.85% [873800/1251000] [698.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000648] [CE 4.585 (4.340)] [KD 3.836 (3.752)] 2024-10-14 23:42:18,417 - Train: 69.85% [873850/1251000] [698.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000648] [CE 4.619 (4.413)] [KD 4.045 (3.801)] 2024-10-14 23:42:26,110 - Train: 69.86% [873900/1251000] [698.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000648] [CE 4.265 (4.461)] [KD 3.837 (3.814)] 2024-10-14 23:42:33,854 - Train: 69.86% [873950/1251000] [698.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000647] [CE 4.095 (4.343)] [KD 3.599 (3.773)] 2024-10-14 23:42:41,467 - Train: 69.86% [874000/1251000] [698.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000647] [CE 4.650 (4.411)] [KD 3.650 (3.789)] 2024-10-14 23:42:49,038 - Train: 69.87% [874050/1251000] [698.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000647] [CE 4.517 (4.364)] [KD 3.792 (3.768)] 2024-10-14 23:42:56,666 - Train: 69.87% [874100/1251000] [698.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000647] [CE 4.950 (4.363)] [KD 4.312 (3.771)] 2024-10-14 23:43:04,649 - Train: 69.88% [874150/1251000] [698.8/1000.0] [batch_t 0.260 (0.160)] [data_t 0.003] [optim_t 0.257] [lr 0.000647] [CE 4.431 (4.373)] [KD 3.736 (3.771)] 2024-10-14 23:43:12,514 - Train: 69.88% [874200/1251000] [698.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000647] [CE 3.910 (4.322)] [KD 3.718 (3.802)] 2024-10-14 23:43:20,111 - Train: 69.88% [874250/1251000] [698.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000647] [CE 4.251 (4.387)] [KD 3.928 (3.824)] 2024-10-14 23:43:27,902 - Train: 69.89% [874300/1251000] [698.9/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000646] [CE 4.844 (4.342)] [KD 4.128 (3.787)] 2024-10-14 23:43:35,729 - Train: 69.89% [874350/1251000] [698.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000646] [CE 4.010 (4.390)] [KD 3.632 (3.765)] 2024-10-14 23:43:43,311 - Train: 69.90% [874400/1251000] [699.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000646] [CE 4.227 (4.432)] [KD 3.585 (3.802)] 2024-10-14 23:43:56,414 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 36153] [top5_cnt 45450] [top_all 50000] 2024-10-14 23:43:56,415 - net: 72.306 (90.900) 2024-10-14 23:44:02,309 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37926] [top5_cnt 46383] [top_all 50000] 2024-10-14 23:44:02,310 - net_E: 75.852 (92.766) 2024-10-14 23:44:02,466 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.896 (epoch: 696)] 2024-10-14 23:44:02,467 - ==> Total time: 1 day, 9:41:45 Eta: 14:30:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:44:07,806 - Train: 69.90% [874450/1251000] [699.0/1000.0] [batch_t 0.672 (0.672)] [data_t 0.509] [optim_t 0.164] [lr 0.000646] [CE 4.403 (4.403)] [KD 3.790 (3.790)] 2024-10-14 23:44:15,572 - Train: 69.90% [874500/1251000] [699.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.000646] [CE 4.125 (4.394)] [KD 3.554 (3.751)] 2024-10-14 23:44:23,519 - Train: 69.91% [874550/1251000] [699.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000646] [CE 4.394 (4.366)] [KD 3.665 (3.735)] 2024-10-14 23:44:31,412 - Train: 69.91% [874600/1251000] [699.1/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.000645] [CE 4.256 (4.322)] [KD 3.652 (3.719)] 2024-10-14 23:44:38,988 - Train: 69.92% [874650/1251000] [699.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000645] [CE 4.197 (4.320)] [KD 3.694 (3.736)] 2024-10-14 23:44:46,742 - Train: 69.92% [874700/1251000] [699.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000645] [CE 4.257 (4.356)] [KD 3.796 (3.772)] 2024-10-14 23:44:54,593 - Train: 69.92% [874750/1251000] [699.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000645] [CE 3.630 (4.349)] [KD 3.376 (3.792)] 2024-10-14 23:45:02,365 - Train: 69.93% [874800/1251000] [699.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000645] [CE 4.259 (4.354)] [KD 3.354 (3.761)] 2024-10-14 23:45:10,053 - Train: 69.93% [874850/1251000] [699.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000645] [CE 3.887 (4.286)] [KD 3.758 (3.757)] 2024-10-14 23:45:17,715 - Train: 69.94% [874900/1251000] [699.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000645] [CE 4.185 (4.309)] [KD 3.763 (3.795)] 2024-10-14 23:45:25,534 - Train: 69.94% [874950/1251000] [699.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000644] [CE 4.562 (4.291)] [KD 3.714 (3.688)] 2024-10-14 23:45:33,436 - Train: 69.94% [875000/1251000] [699.4/1000.0] [batch_t 0.163 (0.158)] [data_t 0.005] [optim_t 0.158] [lr 0.000644] [CE 4.515 (4.308)] [KD 4.032 (3.750)] 2024-10-14 23:45:41,025 - Train: 69.95% [875050/1251000] [699.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000644] [CE 3.974 (4.351)] [KD 3.577 (3.783)] 2024-10-14 23:45:48,952 - Train: 69.95% [875100/1251000] [699.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000644] [CE 3.941 (4.353)] [KD 3.455 (3.760)] 2024-10-14 23:45:56,679 - Train: 69.96% [875150/1251000] [699.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000644] [CE 4.595 (4.312)] [KD 4.015 (3.721)] 2024-10-14 23:46:04,340 - Train: 69.96% [875200/1251000] [699.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.000644] [CE 4.445 (4.378)] [KD 3.889 (3.830)] 2024-10-14 23:46:11,983 - Train: 69.96% [875250/1251000] [699.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000644] [CE 4.492 (4.412)] [KD 3.878 (3.807)] 2024-10-14 23:46:19,638 - Train: 69.97% [875300/1251000] [699.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000643] [CE 4.673 (4.368)] [KD 4.020 (3.764)] 2024-10-14 23:46:27,674 - Train: 69.97% [875350/1251000] [699.7/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.000643] [CE 4.174 (4.363)] [KD 3.782 (3.796)] 2024-10-14 23:46:35,606 - Train: 69.98% [875400/1251000] [699.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000643] [CE 4.176 (4.305)] [KD 4.005 (3.728)] 2024-10-14 23:46:43,444 - Train: 69.98% [875450/1251000] [699.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000643] [CE 3.928 (4.384)] [KD 3.385 (3.797)] 2024-10-14 23:46:51,253 - Train: 69.98% [875500/1251000] [699.8/1000.0] [batch_t 0.158 (0.156)] [data_t 0.006] [optim_t 0.152] [lr 0.000643] [CE 3.861 (4.265)] [KD 3.532 (3.718)] 2024-10-14 23:46:59,004 - Train: 69.99% [875550/1251000] [699.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000643] [CE 4.549 (4.437)] [KD 3.723 (3.817)] 2024-10-14 23:47:06,683 - Train: 69.99% [875600/1251000] [699.9/1000.0] [batch_t 0.181 (0.153)] [data_t 0.004] [optim_t 0.176] [lr 0.000642] [CE 4.786 (4.425)] [KD 3.819 (3.832)] 2024-10-14 23:47:14,477 - Train: 70.00% [875650/1251000] [700.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000642] [CE 4.471 (4.349)] [KD 4.073 (3.829)] 2024-10-14 23:47:21,992 - Train: 70.00% [875700/1251000] [700.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000642] [CE 4.365 (4.370)] [KD 3.889 (3.768)] 2024-10-14 23:47:28,850 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 36212] [top5_cnt 45452] [top_all 50000] 2024-10-14 23:47:28,850 - net: 72.424 (90.904) 2024-10-14 23:47:34,813 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37929] [top5_cnt 46369] [top_all 50000] 2024-10-14 23:47:34,814 - net_E: 75.858 (92.738) 2024-10-14 23:47:34,930 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.896 (epoch: 696)] 2024-10-14 23:47:34,931 - ==> Total time: 1 day, 9:45:18 Eta: 14:27:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:47:45,539 - Train: 70.00% [875750/1251000] [700.0/1000.0] [batch_t 0.159 (0.169)] [data_t 0.004] [optim_t 0.155] [lr 0.000642] [CE 4.420 (4.427)] [KD 3.776 (3.789)] 2024-10-14 23:47:53,591 - Train: 70.01% [875800/1251000] [700.1/1000.0] [batch_t 0.148 (0.161)] [data_t 0.003] [optim_t 0.145] [lr 0.000642] [CE 3.857 (4.343)] [KD 3.465 (3.695)] 2024-10-14 23:48:01,287 - Train: 70.01% [875850/1251000] [700.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000642] [CE 4.811 (4.296)] [KD 4.047 (3.679)] 2024-10-14 23:48:09,133 - Train: 70.02% [875900/1251000] [700.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000642] [CE 4.218 (4.277)] [KD 3.861 (3.719)] 2024-10-14 23:48:16,913 - Train: 70.02% [875950/1251000] [700.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000641] [CE 3.978 (4.369)] [KD 3.668 (3.796)] 2024-10-14 23:48:24,561 - Train: 70.02% [876000/1251000] [700.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000641] [CE 3.960 (4.306)] [KD 3.540 (3.742)] 2024-10-14 23:48:32,359 - Train: 70.03% [876050/1251000] [700.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000641] [CE 4.015 (4.348)] [KD 3.535 (3.738)] 2024-10-14 23:48:40,108 - Train: 70.03% [876100/1251000] [700.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000641] [CE 4.294 (4.388)] [KD 3.815 (3.764)] 2024-10-14 23:48:47,688 - Train: 70.04% [876150/1251000] [700.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000641] [CE 4.215 (4.314)] [KD 3.541 (3.755)] 2024-10-14 23:48:55,641 - Train: 70.04% [876200/1251000] [700.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000641] [CE 4.324 (4.358)] [KD 3.791 (3.796)] 2024-10-14 23:49:03,493 - Train: 70.04% [876250/1251000] [700.4/1000.0] [batch_t 0.164 (0.157)] [data_t 0.004] [optim_t 0.160] [lr 0.000640] [CE 4.129 (4.335)] [KD 3.635 (3.767)] 2024-10-14 23:49:11,114 - Train: 70.05% [876300/1251000] [700.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000640] [CE 4.337 (4.334)] [KD 3.674 (3.752)] 2024-10-14 23:49:19,124 - Train: 70.05% [876350/1251000] [700.5/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000640] [CE 4.747 (4.399)] [KD 3.852 (3.787)] 2024-10-14 23:49:26,716 - Train: 70.06% [876400/1251000] [700.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000640] [CE 4.757 (4.378)] [KD 3.858 (3.774)] 2024-10-14 23:49:34,463 - Train: 70.06% [876450/1251000] [700.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000640] [CE 4.349 (4.400)] [KD 4.109 (3.825)] 2024-10-14 23:49:42,205 - Train: 70.06% [876500/1251000] [700.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000640] [CE 4.329 (4.366)] [KD 3.760 (3.775)] 2024-10-14 23:49:49,918 - Train: 70.07% [876550/1251000] [700.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000640] [CE 4.446 (4.361)] [KD 3.701 (3.783)] 2024-10-14 23:49:57,625 - Train: 70.07% [876600/1251000] [700.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000639] [CE 3.988 (4.346)] [KD 3.485 (3.761)] 2024-10-14 23:50:05,821 - Train: 70.08% [876650/1251000] [700.8/1000.0] [batch_t 0.148 (0.164)] [data_t 0.003] [optim_t 0.145] [lr 0.000639] [CE 4.170 (4.330)] [KD 3.698 (3.758)] 2024-10-14 23:50:13,508 - Train: 70.08% [876700/1251000] [700.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000639] [CE 3.895 (4.318)] [KD 3.693 (3.763)] 2024-10-14 23:50:21,264 - Train: 70.08% [876750/1251000] [700.8/1000.0] [batch_t 0.161 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.000639] [CE 3.579 (4.301)] [KD 3.537 (3.734)] 2024-10-14 23:50:29,060 - Train: 70.09% [876800/1251000] [700.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000639] [CE 4.649 (4.314)] [KD 4.017 (3.764)] 2024-10-14 23:50:36,661 - Train: 70.09% [876850/1251000] [700.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000639] [CE 4.046 (4.372)] [KD 3.451 (3.769)] 2024-10-14 23:50:44,387 - Train: 70.10% [876900/1251000] [701.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000639] [CE 4.435 (4.421)] [KD 3.792 (3.824)] 2024-10-14 23:50:52,220 - Train: 70.10% [876950/1251000] [701.0/1000.0] [batch_t 0.145 (0.157)] [data_t 0.005] [optim_t 0.139] [lr 0.000638] [CE 4.555 (4.369)] [KD 3.830 (3.780)] 2024-10-14 23:50:58,267 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36227] [top5_cnt 45545] [top_all 50000] 2024-10-14 23:50:58,268 - net: 72.454 (91.090) 2024-10-14 23:51:04,039 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37910] [top5_cnt 46368] [top_all 50000] 2024-10-14 23:51:04,039 - net_E: 75.820 (92.736) 2024-10-14 23:51:04,215 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.896 (epoch: 696)] 2024-10-14 23:51:04,215 - ==> Total time: 1 day, 9:48:47 Eta: 14:25:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:51:15,910 - Train: 70.10% [877000/1251000] [701.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.004] [optim_t 0.144] [lr 0.000638] [CE 4.318 (4.371)] [KD 3.911 (3.778)] 2024-10-14 23:51:23,913 - Train: 70.11% [877050/1251000] [701.1/1000.0] [batch_t 0.155 (0.160)] [data_t 0.004] [optim_t 0.151] [lr 0.000638] [CE 4.672 (4.418)] [KD 3.859 (3.806)] 2024-10-14 23:51:31,635 - Train: 70.11% [877100/1251000] [701.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000638] [CE 4.531 (4.330)] [KD 3.914 (3.779)] 2024-10-14 23:51:39,242 - Train: 70.12% [877150/1251000] [701.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000638] [CE 4.391 (4.403)] [KD 3.629 (3.780)] 2024-10-14 23:51:46,939 - Train: 70.12% [877200/1251000] [701.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000638] [CE 3.635 (4.371)] [KD 3.559 (3.804)] 2024-10-14 23:51:54,540 - Train: 70.12% [877250/1251000] [701.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000637] [CE 4.151 (4.330)] [KD 3.910 (3.750)] 2024-10-14 23:52:02,132 - Train: 70.13% [877300/1251000] [701.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000637] [CE 4.733 (4.332)] [KD 4.228 (3.766)] 2024-10-14 23:52:10,147 - Train: 70.13% [877350/1251000] [701.3/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000637] [CE 4.649 (4.303)] [KD 3.976 (3.747)] 2024-10-14 23:52:17,857 - Train: 70.14% [877400/1251000] [701.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000637] [CE 4.631 (4.382)] [KD 4.072 (3.765)] 2024-10-14 23:52:25,824 - Train: 70.14% [877450/1251000] [701.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000637] [CE 4.536 (4.406)] [KD 3.857 (3.786)] 2024-10-14 23:52:33,432 - Train: 70.14% [877500/1251000] [701.4/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.156] [lr 0.000637] [CE 4.217 (4.403)] [KD 3.555 (3.787)] 2024-10-14 23:52:41,198 - Train: 70.15% [877550/1251000] [701.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000637] [CE 4.462 (4.449)] [KD 3.657 (3.778)] 2024-10-14 23:52:49,086 - Train: 70.15% [877600/1251000] [701.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.000636] [CE 4.411 (4.407)] [KD 3.850 (3.810)] 2024-10-14 23:52:56,715 - Train: 70.16% [877650/1251000] [701.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000636] [CE 4.194 (4.291)] [KD 3.863 (3.760)] 2024-10-14 23:53:04,309 - Train: 70.16% [877700/1251000] [701.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000636] [CE 4.588 (4.338)] [KD 3.828 (3.776)] 2024-10-14 23:53:12,033 - Train: 70.16% [877750/1251000] [701.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000636] [CE 4.182 (4.342)] [KD 3.534 (3.760)] 2024-10-14 23:53:19,912 - Train: 70.17% [877800/1251000] [701.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000636] [CE 4.148 (4.411)] [KD 3.665 (3.804)] 2024-10-14 23:53:27,683 - Train: 70.17% [877850/1251000] [701.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000636] [CE 4.381 (4.388)] [KD 3.624 (3.803)] 2024-10-14 23:53:35,574 - Train: 70.18% [877900/1251000] [701.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000636] [CE 4.690 (4.448)] [KD 3.969 (3.839)] 2024-10-14 23:53:43,306 - Train: 70.18% [877950/1251000] [701.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000635] [CE 4.040 (4.246)] [KD 3.622 (3.732)] 2024-10-14 23:53:51,148 - Train: 70.18% [878000/1251000] [701.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000635] [CE 4.426 (4.365)] [KD 3.725 (3.770)] 2024-10-14 23:53:58,857 - Train: 70.19% [878050/1251000] [701.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000635] [CE 4.268 (4.360)] [KD 3.688 (3.787)] 2024-10-14 23:54:06,546 - Train: 70.19% [878100/1251000] [701.9/1000.0] [batch_t 0.159 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000635] [CE 4.663 (4.396)] [KD 3.702 (3.823)] 2024-10-14 23:54:14,175 - Train: 70.20% [878150/1251000] [702.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000635] [CE 4.043 (4.383)] [KD 3.584 (3.760)] 2024-10-14 23:54:21,969 - Train: 70.20% [878200/1251000] [702.0/1000.0] [batch_t 0.144 (0.156)] [data_t 0.005] [optim_t 0.139] [lr 0.000635] [CE 4.603 (4.336)] [KD 3.846 (3.731)] 2024-10-14 23:54:28,055 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36256] [top5_cnt 45430] [top_all 50000] 2024-10-14 23:54:28,055 - net: 72.512 (90.860) 2024-10-14 23:54:33,858 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37964] [top5_cnt 46385] [top_all 50000] 2024-10-14 23:54:33,859 - net_E: 75.928 (92.770) 2024-10-14 23:54:34,024 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.928 (epoch: 702)] 2024-10-14 23:54:34,024 - ==> Total time: 1 day, 9:52:17 Eta: 14:22:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:54:50,391 - Train: 70.20% [878250/1251000] [702.0/1000.0] [batch_t 0.149 (0.167)] [data_t 0.004] [optim_t 0.145] [lr 0.000634] [CE 4.788 (4.365)] [KD 3.964 (3.757)] 2024-10-14 23:54:58,099 - Train: 70.21% [878300/1251000] [702.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000634] [CE 4.591 (4.461)] [KD 3.897 (3.806)] 2024-10-14 23:55:05,732 - Train: 70.21% [878350/1251000] [702.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000634] [CE 4.199 (4.356)] [KD 3.572 (3.730)] 2024-10-14 23:55:13,644 - Train: 70.22% [878400/1251000] [702.2/1000.0] [batch_t 0.306 (0.158)] [data_t 0.003] [optim_t 0.302] [lr 0.000634] [CE 4.212 (4.269)] [KD 3.639 (3.730)] 2024-10-14 23:55:21,439 - Train: 70.22% [878450/1251000] [702.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000634] [CE 4.570 (4.337)] [KD 3.735 (3.730)] 2024-10-14 23:55:29,161 - Train: 70.22% [878500/1251000] [702.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000634] [CE 3.993 (4.315)] [KD 3.487 (3.719)] 2024-10-14 23:55:36,839 - Train: 70.23% [878550/1251000] [702.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000634] [CE 4.025 (4.374)] [KD 3.476 (3.759)] 2024-10-14 23:55:44,552 - Train: 70.23% [878600/1251000] [702.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000633] [CE 3.811 (4.336)] [KD 3.742 (3.767)] 2024-10-14 23:55:52,273 - Train: 70.24% [878650/1251000] [702.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000633] [CE 4.176 (4.341)] [KD 3.833 (3.740)] 2024-10-14 23:55:59,889 - Train: 70.24% [878700/1251000] [702.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000633] [CE 4.865 (4.357)] [KD 4.226 (3.804)] 2024-10-14 23:56:07,801 - Train: 70.24% [878750/1251000] [702.4/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000633] [CE 4.482 (4.435)] [KD 3.564 (3.812)] 2024-10-14 23:56:15,716 - Train: 70.25% [878800/1251000] [702.5/1000.0] [batch_t 0.161 (0.158)] [data_t 0.003] [optim_t 0.158] [lr 0.000633] [CE 4.386 (4.451)] [KD 3.753 (3.827)] 2024-10-14 23:56:23,612 - Train: 70.25% [878850/1251000] [702.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000633] [CE 4.461 (4.400)] [KD 3.783 (3.770)] 2024-10-14 23:56:31,427 - Train: 70.26% [878900/1251000] [702.6/1000.0] [batch_t 0.163 (0.156)] [data_t 0.003] [optim_t 0.160] [lr 0.000633] [CE 3.846 (4.378)] [KD 3.524 (3.788)] 2024-10-14 23:56:39,107 - Train: 70.26% [878950/1251000] [702.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000632] [CE 4.510 (4.333)] [KD 3.980 (3.784)] 2024-10-14 23:56:46,889 - Train: 70.26% [879000/1251000] [702.6/1000.0] [batch_t 0.264 (0.156)] [data_t 0.004] [optim_t 0.261] [lr 0.000632] [CE 4.179 (4.362)] [KD 3.755 (3.768)] 2024-10-14 23:56:54,770 - Train: 70.27% [879050/1251000] [702.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000632] [CE 4.315 (4.368)] [KD 3.917 (3.756)] 2024-10-14 23:57:02,533 - Train: 70.27% [879100/1251000] [702.7/1000.0] [batch_t 0.173 (0.155)] [data_t 0.005] [optim_t 0.168] [lr 0.000632] [CE 4.060 (4.347)] [KD 3.727 (3.774)] 2024-10-14 23:57:10,463 - Train: 70.28% [879150/1251000] [702.8/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.000632] [CE 4.810 (4.345)] [KD 4.022 (3.752)] 2024-10-14 23:57:18,210 - Train: 70.28% [879200/1251000] [702.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000632] [CE 4.432 (4.432)] [KD 3.789 (3.825)] 2024-10-14 23:57:26,158 - Train: 70.28% [879250/1251000] [702.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000631] [CE 4.371 (4.358)] [KD 3.668 (3.761)] 2024-10-14 23:57:33,984 - Train: 70.29% [879300/1251000] [702.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000631] [CE 4.575 (4.372)] [KD 3.907 (3.753)] 2024-10-14 23:57:41,793 - Train: 70.29% [879350/1251000] [702.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000631] [CE 4.447 (4.376)] [KD 3.687 (3.756)] 2024-10-14 23:57:49,380 - Train: 70.30% [879400/1251000] [703.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000631] [CE 4.422 (4.388)] [KD 3.641 (3.777)] 2024-10-14 23:57:57,135 - Train: 70.30% [879450/1251000] [703.0/1000.0] [batch_t 0.144 (0.155)] [data_t 0.006] [optim_t 0.138] [lr 0.000631] [CE 4.201 (4.434)] [KD 3.776 (3.802)] 2024-10-14 23:58:03,431 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 36207] [top5_cnt 45460] [top_all 50000] 2024-10-14 23:58:03,432 - net: 72.414 (90.920) 2024-10-14 23:58:09,470 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37943] [top5_cnt 46401] [top_all 50000] 2024-10-14 23:58:09,470 - net_E: 75.886 (92.802) 2024-10-14 23:58:09,652 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.928 (epoch: 702)] 2024-10-14 23:58:09,652 - ==> Total time: 1 day, 9:55:52 Eta: 14:20:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-14 23:58:18,905 - Train: 70.30% [879500/1251000] [703.0/1000.0] [batch_t 0.165 (0.159)] [data_t 0.004] [optim_t 0.161] [lr 0.000631] [CE 4.441 (4.308)] [KD 3.887 (3.733)] 2024-10-14 23:58:26,673 - Train: 70.31% [879550/1251000] [703.1/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000631] [CE 4.519 (4.425)] [KD 3.884 (3.834)] 2024-10-14 23:58:34,568 - Train: 70.31% [879600/1251000] [703.1/1000.0] [batch_t 0.159 (0.158)] [data_t 0.005] [optim_t 0.155] [lr 0.000630] [CE 4.233 (4.407)] [KD 3.787 (3.781)] 2024-10-14 23:58:42,684 - Train: 70.32% [879650/1251000] [703.2/1000.0] [batch_t 0.159 (0.162)] [data_t 0.004] [optim_t 0.155] [lr 0.000630] [CE 4.391 (4.353)] [KD 3.734 (3.737)] 2024-10-14 23:58:50,766 - Train: 70.32% [879700/1251000] [703.2/1000.0] [batch_t 0.273 (0.162)] [data_t 0.005] [optim_t 0.269] [lr 0.000630] [CE 4.311 (4.302)] [KD 3.630 (3.745)] 2024-10-14 23:58:58,499 - Train: 70.32% [879750/1251000] [703.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000630] [CE 4.762 (4.358)] [KD 4.088 (3.770)] 2024-10-14 23:59:06,103 - Train: 70.33% [879800/1251000] [703.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000630] [CE 4.492 (4.361)] [KD 3.814 (3.760)] 2024-10-14 23:59:13,894 - Train: 70.33% [879850/1251000] [703.3/1000.0] [batch_t 0.310 (0.156)] [data_t 0.005] [optim_t 0.306] [lr 0.000630] [CE 4.514 (4.345)] [KD 3.960 (3.754)] 2024-10-14 23:59:21,519 - Train: 70.34% [879900/1251000] [703.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000630] [CE 4.060 (4.380)] [KD 3.428 (3.774)] 2024-10-14 23:59:29,236 - Train: 70.34% [879950/1251000] [703.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000629] [CE 4.435 (4.324)] [KD 3.661 (3.756)] 2024-10-14 23:59:37,062 - Train: 70.34% [880000/1251000] [703.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000629] [CE 4.196 (4.359)] [KD 3.660 (3.780)] 2024-10-14 23:59:45,088 - Train: 70.35% [880050/1251000] [703.5/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000629] [CE 3.634 (4.349)] [KD 3.306 (3.767)] 2024-10-14 23:59:52,635 - Train: 70.35% [880100/1251000] [703.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000629] [CE 4.512 (4.337)] [KD 3.858 (3.764)] 2024-10-15 00:00:00,310 - Train: 70.36% [880150/1251000] [703.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000629] [CE 4.013 (4.327)] [KD 3.652 (3.721)] 2024-10-15 00:00:07,966 - Train: 70.36% [880200/1251000] [703.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000629] [CE 4.353 (4.385)] [KD 3.873 (3.788)] 2024-10-15 00:00:15,589 - Train: 70.36% [880250/1251000] [703.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000628] [CE 4.509 (4.410)] [KD 3.659 (3.777)] 2024-10-15 00:00:23,372 - Train: 70.37% [880300/1251000] [703.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000628] [CE 5.002 (4.399)] [KD 4.185 (3.814)] 2024-10-15 00:00:31,030 - Train: 70.37% [880350/1251000] [703.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000628] [CE 4.412 (4.368)] [KD 3.826 (3.808)] 2024-10-15 00:00:38,758 - Train: 70.38% [880400/1251000] [703.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000628] [CE 4.035 (4.323)] [KD 3.649 (3.748)] 2024-10-15 00:00:46,490 - Train: 70.38% [880450/1251000] [703.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000628] [CE 4.295 (4.384)] [KD 3.682 (3.814)] 2024-10-15 00:00:54,360 - Train: 70.38% [880500/1251000] [703.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000628] [CE 4.284 (4.313)] [KD 3.771 (3.804)] 2024-10-15 00:01:02,048 - Train: 70.39% [880550/1251000] [703.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.006] [optim_t 0.150] [lr 0.000628] [CE 4.332 (4.308)] [KD 3.501 (3.756)] 2024-10-15 00:01:09,818 - Train: 70.39% [880600/1251000] [703.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000627] [CE 4.323 (4.285)] [KD 3.483 (3.727)] 2024-10-15 00:01:17,441 - Train: 70.40% [880650/1251000] [704.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000627] [CE 4.479 (4.388)] [KD 3.760 (3.819)] 2024-10-15 00:01:25,123 - Train: 70.40% [880700/1251000] [704.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.006] [optim_t 0.137] [lr 0.000627] [CE 4.521 (4.337)] [KD 3.751 (3.749)] 2024-10-15 00:01:31,541 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36337] [top5_cnt 45517] [top_all 50000] 2024-10-15 00:01:31,541 - net: 72.674 (91.034) 2024-10-15 00:01:37,543 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37937] [top5_cnt 46382] [top_all 50000] 2024-10-15 00:01:37,544 - net_E: 75.874 (92.764) 2024-10-15 00:01:37,719 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.928 (epoch: 702)] 2024-10-15 00:01:37,719 - ==> Total time: 1 day, 9:59:20 Eta: 14:17:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:01:47,557 - Train: 70.40% [880750/1251000] [704.0/1000.0] [batch_t 0.152 (0.166)] [data_t 0.004] [optim_t 0.148] [lr 0.000627] [CE 3.918 (4.371)] [KD 3.617 (3.745)] 2024-10-15 00:01:55,303 - Train: 70.41% [880800/1251000] [704.1/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000627] [CE 4.660 (4.387)] [KD 3.906 (3.723)] 2024-10-15 00:02:03,472 - Train: 70.41% [880850/1251000] [704.1/1000.0] [batch_t 0.305 (0.163)] [data_t 0.004] [optim_t 0.300] [lr 0.000627] [CE 4.633 (4.415)] [KD 3.889 (3.756)] 2024-10-15 00:02:11,117 - Train: 70.42% [880900/1251000] [704.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000627] [CE 4.242 (4.374)] [KD 3.563 (3.743)] 2024-10-15 00:02:18,864 - Train: 70.42% [880950/1251000] [704.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000626] [CE 4.740 (4.300)] [KD 3.998 (3.736)] 2024-10-15 00:02:26,606 - Train: 70.42% [881000/1251000] [704.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000626] [CE 4.537 (4.346)] [KD 3.696 (3.737)] 2024-10-15 00:02:34,357 - Train: 70.43% [881050/1251000] [704.3/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000626] [CE 3.840 (4.295)] [KD 3.470 (3.718)] 2024-10-15 00:02:42,185 - Train: 70.43% [881100/1251000] [704.3/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000626] [CE 4.276 (4.395)] [KD 3.781 (3.806)] 2024-10-15 00:02:50,017 - Train: 70.44% [881150/1251000] [704.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000626] [CE 3.698 (4.328)] [KD 3.356 (3.750)] 2024-10-15 00:02:57,624 - Train: 70.44% [881200/1251000] [704.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000626] [CE 4.477 (4.274)] [KD 3.835 (3.708)] 2024-10-15 00:03:05,410 - Train: 70.44% [881250/1251000] [704.4/1000.0] [batch_t 0.279 (0.156)] [data_t 0.005] [optim_t 0.274] [lr 0.000625] [CE 4.412 (4.286)] [KD 3.618 (3.714)] 2024-10-15 00:03:13,156 - Train: 70.45% [881300/1251000] [704.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000625] [CE 4.302 (4.355)] [KD 3.726 (3.716)] 2024-10-15 00:03:20,969 - Train: 70.45% [881350/1251000] [704.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000625] [CE 4.285 (4.360)] [KD 3.694 (3.729)] 2024-10-15 00:03:28,757 - Train: 70.46% [881400/1251000] [704.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000625] [CE 4.478 (4.334)] [KD 3.783 (3.713)] 2024-10-15 00:03:36,334 - Train: 70.46% [881450/1251000] [704.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000625] [CE 4.400 (4.402)] [KD 3.965 (3.789)] 2024-10-15 00:03:43,917 - Train: 70.46% [881500/1251000] [704.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000625] [CE 3.912 (4.401)] [KD 3.579 (3.792)] 2024-10-15 00:03:51,748 - Train: 70.47% [881550/1251000] [704.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000625] [CE 4.841 (4.361)] [KD 3.884 (3.735)] 2024-10-15 00:03:59,343 - Train: 70.47% [881600/1251000] [704.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000624] [CE 4.153 (4.331)] [KD 3.690 (3.726)] 2024-10-15 00:04:06,948 - Train: 70.48% [881650/1251000] [704.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000624] [CE 4.690 (4.327)] [KD 3.950 (3.707)] 2024-10-15 00:04:15,091 - Train: 70.48% [881700/1251000] [704.8/1000.0] [batch_t 0.155 (0.163)] [data_t 0.005] [optim_t 0.150] [lr 0.000624] [CE 4.030 (4.337)] [KD 3.524 (3.764)] 2024-10-15 00:04:22,642 - Train: 70.48% [881750/1251000] [704.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000624] [CE 4.360 (4.339)] [KD 3.637 (3.730)] 2024-10-15 00:04:30,345 - Train: 70.49% [881800/1251000] [704.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000624] [CE 4.070 (4.416)] [KD 3.885 (3.797)] 2024-10-15 00:04:37,949 - Train: 70.49% [881850/1251000] [704.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000624] [CE 4.277 (4.347)] [KD 3.748 (3.770)] 2024-10-15 00:04:45,604 - Train: 70.50% [881900/1251000] [705.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000624] [CE 4.592 (4.414)] [KD 4.047 (3.806)] 2024-10-15 00:04:53,255 - Train: 70.50% [881950/1251000] [705.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.141] [lr 0.000623] [CE 4.608 (4.389)] [KD 4.020 (3.787)] 2024-10-15 00:04:59,843 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 36309] [top5_cnt 45599] [top_all 50000] 2024-10-15 00:04:59,844 - net: 72.618 (91.198) 2024-10-15 00:05:05,809 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37977] [top5_cnt 46370] [top_all 50000] 2024-10-15 00:05:05,809 - net_E: 75.954 (92.740) 2024-10-15 00:05:05,977 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.954 (epoch: 705)] 2024-10-15 00:05:05,978 - ==> Total time: 1 day, 10:02:49 Eta: 14:14:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:05:22,102 - Train: 70.50% [882000/1251000] [705.0/1000.0] [batch_t 0.154 (0.171)] [data_t 0.005] [optim_t 0.149] [lr 0.000623] [CE 4.194 (4.365)] [KD 3.753 (3.702)] 2024-10-15 00:05:30,000 - Train: 70.51% [882050/1251000] [705.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000623] [CE 3.874 (4.336)] [KD 3.507 (3.739)] 2024-10-15 00:05:37,539 - Train: 70.51% [882100/1251000] [705.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000623] [CE 4.222 (4.360)] [KD 3.612 (3.727)] 2024-10-15 00:05:45,258 - Train: 70.52% [882150/1251000] [705.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000623] [CE 4.233 (4.330)] [KD 3.750 (3.743)] 2024-10-15 00:05:52,968 - Train: 70.52% [882200/1251000] [705.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000623] [CE 4.685 (4.396)] [KD 4.049 (3.782)] 2024-10-15 00:06:00,524 - Train: 70.52% [882250/1251000] [705.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000622] [CE 4.450 (4.349)] [KD 3.813 (3.774)] 2024-10-15 00:06:08,311 - Train: 70.53% [882300/1251000] [705.3/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000622] [CE 4.326 (4.281)] [KD 3.644 (3.682)] 2024-10-15 00:06:16,005 - Train: 70.53% [882350/1251000] [705.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000622] [CE 4.581 (4.354)] [KD 3.704 (3.728)] 2024-10-15 00:06:23,946 - Train: 70.54% [882400/1251000] [705.4/1000.0] [batch_t 0.157 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000622] [CE 4.452 (4.282)] [KD 3.957 (3.708)] 2024-10-15 00:06:31,627 - Train: 70.54% [882450/1251000] [705.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000622] [CE 4.475 (4.352)] [KD 3.820 (3.757)] 2024-10-15 00:06:39,338 - Train: 70.54% [882500/1251000] [705.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000622] [CE 4.367 (4.297)] [KD 3.710 (3.698)] 2024-10-15 00:06:46,897 - Train: 70.55% [882550/1251000] [705.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000622] [CE 3.900 (4.339)] [KD 3.564 (3.750)] 2024-10-15 00:06:54,614 - Train: 70.55% [882600/1251000] [705.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000621] [CE 4.064 (4.352)] [KD 3.625 (3.721)] 2024-10-15 00:07:02,340 - Train: 70.56% [882650/1251000] [705.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000621] [CE 4.553 (4.357)] [KD 3.893 (3.739)] 2024-10-15 00:07:10,246 - Train: 70.56% [882700/1251000] [705.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000621] [CE 4.061 (4.310)] [KD 3.872 (3.734)] 2024-10-15 00:07:17,865 - Train: 70.56% [882750/1251000] [705.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000621] [CE 4.662 (4.368)] [KD 3.936 (3.774)] 2024-10-15 00:07:25,866 - Train: 70.57% [882800/1251000] [705.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000621] [CE 3.997 (4.302)] [KD 3.603 (3.753)] 2024-10-15 00:07:33,607 - Train: 70.57% [882850/1251000] [705.7/1000.0] [batch_t 0.159 (0.155)] [data_t 0.006] [optim_t 0.153] [lr 0.000621] [CE 4.600 (4.378)] [KD 3.927 (3.802)] 2024-10-15 00:07:41,317 - Train: 70.58% [882900/1251000] [705.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000621] [CE 4.809 (4.376)] [KD 4.143 (3.760)] 2024-10-15 00:07:48,921 - Train: 70.58% [882950/1251000] [705.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000620] [CE 4.183 (4.334)] [KD 3.792 (3.817)] 2024-10-15 00:07:56,493 - Train: 70.58% [883000/1251000] [705.8/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000620] [CE 3.814 (4.323)] [KD 3.538 (3.734)] 2024-10-15 00:08:04,501 - Train: 70.59% [883050/1251000] [705.9/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000620] [CE 4.447 (4.328)] [KD 3.743 (3.732)] 2024-10-15 00:08:12,297 - Train: 70.59% [883100/1251000] [705.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000620] [CE 4.328 (4.376)] [KD 3.619 (3.748)] 2024-10-15 00:08:19,971 - Train: 70.60% [883150/1251000] [706.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000620] [CE 4.467 (4.331)] [KD 3.901 (3.734)] 2024-10-15 00:08:27,490 - Train: 70.60% [883200/1251000] [706.0/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000620] [CE 4.519 (4.375)] [KD 4.014 (3.734)] 2024-10-15 00:08:34,179 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36242] [top5_cnt 45467] [top_all 50000] 2024-10-15 00:08:34,179 - net: 72.484 (90.934) 2024-10-15 00:08:40,311 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37990] [top5_cnt 46388] [top_all 50000] 2024-10-15 00:08:40,312 - net_E: 75.980 (92.776) 2024-10-15 00:08:40,465 - Max [top1: 72.842 (epoch: 697)] [top1-ema: 75.980 (epoch: 706)] 2024-10-15 00:08:40,466 - ==> Total time: 1 day, 10:06:23 Eta: 14:12:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:08:55,994 - Train: 70.60% [883250/1251000] [706.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.004] [optim_t 0.148] [lr 0.000620] [CE 4.401 (4.403)] [KD 3.409 (3.772)] 2024-10-15 00:09:03,720 - Train: 70.61% [883300/1251000] [706.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000619] [CE 3.951 (4.360)] [KD 3.435 (3.722)] 2024-10-15 00:09:11,486 - Train: 70.61% [883350/1251000] [706.1/1000.0] [batch_t 0.168 (0.155)] [data_t 0.006] [optim_t 0.162] [lr 0.000619] [CE 4.707 (4.381)] [KD 4.199 (3.744)] 2024-10-15 00:09:19,440 - Train: 70.62% [883400/1251000] [706.2/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000619] [CE 3.857 (4.302)] [KD 3.666 (3.735)] 2024-10-15 00:09:27,195 - Train: 70.62% [883450/1251000] [706.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.002] [optim_t 0.147] [lr 0.000619] [CE 5.010 (4.429)] [KD 4.519 (3.820)] 2024-10-15 00:09:35,002 - Train: 70.62% [883500/1251000] [706.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000619] [CE 4.538 (4.285)] [KD 3.941 (3.720)] 2024-10-15 00:09:42,777 - Train: 70.63% [883550/1251000] [706.3/1000.0] [batch_t 0.273 (0.155)] [data_t 0.004] [optim_t 0.269] [lr 0.000619] [CE 4.659 (4.350)] [KD 3.792 (3.701)] 2024-10-15 00:09:50,331 - Train: 70.63% [883600/1251000] [706.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000618] [CE 4.092 (4.348)] [KD 3.468 (3.725)] 2024-10-15 00:09:58,093 - Train: 70.64% [883650/1251000] [706.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000618] [CE 4.605 (4.403)] [KD 4.068 (3.764)] 2024-10-15 00:10:05,716 - Train: 70.64% [883700/1251000] [706.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000618] [CE 4.154 (4.425)] [KD 3.682 (3.705)] 2024-10-15 00:10:13,389 - Train: 70.64% [883750/1251000] [706.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000618] [CE 4.612 (4.383)] [KD 3.962 (3.773)] 2024-10-15 00:10:20,968 - Train: 70.65% [883800/1251000] [706.5/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000618] [CE 4.266 (4.359)] [KD 3.591 (3.729)] 2024-10-15 00:10:28,942 - Train: 70.65% [883850/1251000] [706.5/1000.0] [batch_t 0.157 (0.159)] [data_t 0.004] [optim_t 0.153] [lr 0.000618] [CE 4.221 (4.289)] [KD 3.535 (3.721)] 2024-10-15 00:10:36,650 - Train: 70.66% [883900/1251000] [706.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000618] [CE 4.178 (4.325)] [KD 3.590 (3.720)] 2024-10-15 00:10:44,567 - Train: 70.66% [883950/1251000] [706.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000617] [CE 4.765 (4.376)] [KD 3.847 (3.734)] 2024-10-15 00:10:52,229 - Train: 70.66% [884000/1251000] [706.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000617] [CE 3.995 (4.446)] [KD 3.772 (3.801)] 2024-10-15 00:10:59,872 - Train: 70.67% [884050/1251000] [706.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000617] [CE 4.268 (4.397)] [KD 3.503 (3.763)] 2024-10-15 00:11:07,634 - Train: 70.67% [884100/1251000] [706.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000617] [CE 3.928 (4.379)] [KD 3.402 (3.754)] 2024-10-15 00:11:15,360 - Train: 70.68% [884150/1251000] [706.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000617] [CE 4.114 (4.361)] [KD 3.551 (3.758)] 2024-10-15 00:11:23,159 - Train: 70.68% [884200/1251000] [706.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000617] [CE 4.150 (4.397)] [KD 3.727 (3.752)] 2024-10-15 00:11:31,057 - Train: 70.68% [884250/1251000] [706.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000617] [CE 4.134 (4.366)] [KD 3.731 (3.750)] 2024-10-15 00:11:38,728 - Train: 70.69% [884300/1251000] [706.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000616] [CE 5.031 (4.365)] [KD 4.319 (3.722)] 2024-10-15 00:11:46,278 - Train: 70.69% [884350/1251000] [706.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000616] [CE 4.235 (4.352)] [KD 3.469 (3.737)] 2024-10-15 00:11:53,931 - Train: 70.70% [884400/1251000] [707.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000616] [CE 4.712 (4.342)] [KD 3.797 (3.733)] 2024-10-15 00:12:01,544 - Train: 70.70% [884450/1251000] [707.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.006] [optim_t 0.138] [lr 0.000616] [CE 4.732 (4.372)] [KD 3.887 (3.775)] 2024-10-15 00:12:08,217 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 36532] [top5_cnt 45596] [top_all 50000] 2024-10-15 00:12:08,217 - net: 73.064 (91.192) 2024-10-15 00:12:14,013 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37986] [top5_cnt 46416] [top_all 50000] 2024-10-15 00:12:14,013 - net_E: 75.972 (92.832) 2024-10-15 00:12:14,181 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 75.980 (epoch: 706)] 2024-10-15 00:12:14,181 - ==> Total time: 1 day, 10:09:57 Eta: 14:09:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:12:30,321 - Train: 70.70% [884500/1251000] [707.0/1000.0] [batch_t 0.153 (0.172)] [data_t 0.005] [optim_t 0.148] [lr 0.000616] [CE 4.497 (4.317)] [KD 3.798 (3.660)] 2024-10-15 00:12:37,915 - Train: 70.71% [884550/1251000] [707.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000616] [CE 3.986 (4.354)] [KD 3.486 (3.743)] 2024-10-15 00:12:45,603 - Train: 70.71% [884600/1251000] [707.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000616] [CE 4.156 (4.288)] [KD 3.647 (3.711)] 2024-10-15 00:12:53,476 - Train: 70.72% [884650/1251000] [707.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000615] [CE 4.151 (4.371)] [KD 3.731 (3.725)] 2024-10-15 00:13:01,213 - Train: 70.72% [884700/1251000] [707.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000615] [CE 4.239 (4.276)] [KD 3.460 (3.701)] 2024-10-15 00:13:08,872 - Train: 70.72% [884750/1251000] [707.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000615] [CE 4.562 (4.285)] [KD 3.828 (3.705)] 2024-10-15 00:13:16,654 - Train: 70.73% [884800/1251000] [707.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000615] [CE 4.176 (4.291)] [KD 3.600 (3.687)] 2024-10-15 00:13:24,230 - Train: 70.73% [884850/1251000] [707.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000615] [CE 4.553 (4.342)] [KD 3.911 (3.729)] 2024-10-15 00:13:31,799 - Train: 70.74% [884900/1251000] [707.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000615] [CE 4.216 (4.357)] [KD 3.815 (3.707)] 2024-10-15 00:13:39,898 - Train: 70.74% [884950/1251000] [707.4/1000.0] [batch_t 0.153 (0.162)] [data_t 0.004] [optim_t 0.149] [lr 0.000614] [CE 3.810 (4.302)] [KD 3.609 (3.685)] 2024-10-15 00:13:47,690 - Train: 70.74% [885000/1251000] [707.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000614] [CE 4.587 (4.355)] [KD 3.581 (3.730)] 2024-10-15 00:13:55,202 - Train: 70.75% [885050/1251000] [707.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000614] [CE 4.518 (4.321)] [KD 3.956 (3.699)] 2024-10-15 00:14:02,921 - Train: 70.75% [885100/1251000] [707.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000614] [CE 4.502 (4.367)] [KD 3.914 (3.756)] 2024-10-15 00:14:10,567 - Train: 70.76% [885150/1251000] [707.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000614] [CE 4.520 (4.318)] [KD 3.947 (3.752)] 2024-10-15 00:14:18,190 - Train: 70.76% [885200/1251000] [707.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000614] [CE 4.745 (4.383)] [KD 3.874 (3.797)] 2024-10-15 00:14:26,133 - Train: 70.76% [885250/1251000] [707.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000614] [CE 4.440 (4.403)] [KD 3.926 (3.748)] 2024-10-15 00:14:33,820 - Train: 70.77% [885300/1251000] [707.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000613] [CE 4.509 (4.277)] [KD 3.813 (3.674)] 2024-10-15 00:14:41,791 - Train: 70.77% [885350/1251000] [707.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000613] [CE 4.489 (4.328)] [KD 3.810 (3.726)] 2024-10-15 00:14:49,374 - Train: 70.78% [885400/1251000] [707.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000613] [CE 3.946 (4.331)] [KD 3.577 (3.759)] 2024-10-15 00:14:56,988 - Train: 70.78% [885450/1251000] [707.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000613] [CE 4.348 (4.326)] [KD 3.680 (3.737)] 2024-10-15 00:15:04,774 - Train: 70.78% [885500/1251000] [707.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000613] [CE 4.127 (4.386)] [KD 3.672 (3.722)] 2024-10-15 00:15:12,616 - Train: 70.79% [885550/1251000] [707.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000613] [CE 4.151 (4.355)] [KD 3.789 (3.734)] 2024-10-15 00:15:20,313 - Train: 70.79% [885600/1251000] [707.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000613] [CE 3.663 (4.352)] [KD 3.482 (3.760)] 2024-10-15 00:15:28,118 - Train: 70.80% [885650/1251000] [708.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000612] [CE 4.429 (4.375)] [KD 3.894 (3.736)] 2024-10-15 00:15:35,666 - Train: 70.80% [885700/1251000] [708.0/1000.0] [batch_t 0.142 (0.151)] [data_t 0.003] [optim_t 0.139] [lr 0.000612] [CE 4.206 (4.368)] [KD 3.595 (3.774)] 2024-10-15 00:15:42,726 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36423] [top5_cnt 45595] [top_all 50000] 2024-10-15 00:15:42,726 - net: 72.846 (91.190) 2024-10-15 00:15:48,449 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 37988] [top5_cnt 46403] [top_all 50000] 2024-10-15 00:15:48,449 - net_E: 75.976 (92.806) 2024-10-15 00:15:48,582 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 75.980 (epoch: 706)] 2024-10-15 00:15:48,583 - ==> Total time: 1 day, 10:13:31 Eta: 14:06:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:15:57,130 - Train: 70.80% [885750/1251000] [708.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.004] [optim_t 0.146] [lr 0.000612] [CE 4.596 (4.343)] [KD 3.893 (3.688)] 2024-10-15 00:16:05,030 - Train: 70.81% [885800/1251000] [708.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000612] [CE 4.232 (4.349)] [KD 3.676 (3.783)] 2024-10-15 00:16:13,085 - Train: 70.81% [885850/1251000] [708.1/1000.0] [batch_t 0.309 (0.161)] [data_t 0.003] [optim_t 0.306] [lr 0.000612] [CE 4.323 (4.379)] [KD 3.806 (3.715)] 2024-10-15 00:16:20,824 - Train: 70.82% [885900/1251000] [708.2/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000612] [CE 4.888 (4.313)] [KD 4.205 (3.717)] 2024-10-15 00:16:28,556 - Train: 70.82% [885950/1251000] [708.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000612] [CE 3.980 (4.368)] [KD 3.478 (3.767)] 2024-10-15 00:16:36,128 - Train: 70.82% [886000/1251000] [708.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000611] [CE 4.542 (4.401)] [KD 3.837 (3.783)] 2024-10-15 00:16:43,730 - Train: 70.83% [886050/1251000] [708.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000611] [CE 4.345 (4.375)] [KD 3.675 (3.748)] 2024-10-15 00:16:51,531 - Train: 70.83% [886100/1251000] [708.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000611] [CE 4.068 (4.308)] [KD 3.449 (3.736)] 2024-10-15 00:16:59,362 - Train: 70.84% [886150/1251000] [708.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000611] [CE 4.310 (4.377)] [KD 3.709 (3.747)] 2024-10-15 00:17:07,262 - Train: 70.84% [886200/1251000] [708.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000611] [CE 4.320 (4.390)] [KD 3.616 (3.746)] 2024-10-15 00:17:14,976 - Train: 70.84% [886250/1251000] [708.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000611] [CE 4.420 (4.353)] [KD 3.936 (3.728)] 2024-10-15 00:17:22,552 - Train: 70.85% [886300/1251000] [708.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000610] [CE 4.706 (4.398)] [KD 3.929 (3.766)] 2024-10-15 00:17:30,119 - Train: 70.85% [886350/1251000] [708.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000610] [CE 4.779 (4.429)] [KD 3.778 (3.779)] 2024-10-15 00:17:37,875 - Train: 70.86% [886400/1251000] [708.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000610] [CE 4.082 (4.333)] [KD 3.719 (3.709)] 2024-10-15 00:17:45,558 - Train: 70.86% [886450/1251000] [708.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000610] [CE 4.150 (4.384)] [KD 3.716 (3.718)] 2024-10-15 00:17:53,478 - Train: 70.86% [886500/1251000] [708.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000610] [CE 4.187 (4.330)] [KD 3.435 (3.689)] 2024-10-15 00:18:01,128 - Train: 70.87% [886550/1251000] [708.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000610] [CE 4.455 (4.406)] [KD 3.690 (3.776)] 2024-10-15 00:18:08,855 - Train: 70.87% [886600/1251000] [708.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000610] [CE 4.349 (4.331)] [KD 3.536 (3.745)] 2024-10-15 00:18:16,414 - Train: 70.88% [886650/1251000] [708.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000609] [CE 4.486 (4.366)] [KD 3.771 (3.716)] 2024-10-15 00:18:24,271 - Train: 70.88% [886700/1251000] [708.8/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000609] [CE 4.592 (4.392)] [KD 3.692 (3.758)] 2024-10-15 00:18:31,980 - Train: 70.88% [886750/1251000] [708.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000609] [CE 4.292 (4.277)] [KD 3.697 (3.732)] 2024-10-15 00:18:39,807 - Train: 70.89% [886800/1251000] [708.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000609] [CE 4.382 (4.307)] [KD 3.745 (3.728)] 2024-10-15 00:18:47,523 - Train: 70.89% [886850/1251000] [708.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000609] [CE 4.196 (4.313)] [KD 3.969 (3.747)] 2024-10-15 00:18:55,159 - Train: 70.90% [886900/1251000] [709.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000609] [CE 4.264 (4.330)] [KD 3.861 (3.794)] 2024-10-15 00:19:02,826 - Train: 70.90% [886950/1251000] [709.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000609] [CE 4.733 (4.281)] [KD 3.981 (3.720)] 2024-10-15 00:19:10,112 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36469] [top5_cnt 45579] [top_all 50000] 2024-10-15 00:19:10,113 - net: 72.938 (91.158) 2024-10-15 00:19:16,026 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37994] [top5_cnt 46414] [top_all 50000] 2024-10-15 00:19:16,027 - net_E: 75.988 (92.828) 2024-10-15 00:19:16,176 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 75.988 (epoch: 709)] 2024-10-15 00:19:16,176 - ==> Total time: 1 day, 10:16:59 Eta: 14:04:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:19:29,994 - Train: 70.90% [887000/1251000] [709.0/1000.0] [batch_t 0.152 (0.169)] [data_t 0.004] [optim_t 0.148] [lr 0.000608] [CE 4.390 (4.336)] [KD 3.664 (3.695)] 2024-10-15 00:19:37,577 - Train: 70.91% [887050/1251000] [709.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000608] [CE 4.872 (4.334)] [KD 4.235 (3.702)] 2024-10-15 00:19:45,530 - Train: 70.91% [887100/1251000] [709.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.000608] [CE 4.397 (4.324)] [KD 3.762 (3.693)] 2024-10-15 00:19:53,279 - Train: 70.92% [887150/1251000] [709.2/1000.0] [batch_t 0.164 (0.155)] [data_t 0.005] [optim_t 0.159] [lr 0.000608] [CE 4.974 (4.372)] [KD 3.980 (3.772)] 2024-10-15 00:20:00,969 - Train: 70.92% [887200/1251000] [709.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000608] [CE 4.637 (4.331)] [KD 4.047 (3.684)] 2024-10-15 00:20:08,616 - Train: 70.92% [887250/1251000] [709.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000608] [CE 4.567 (4.419)] [KD 3.855 (3.742)] 2024-10-15 00:20:16,370 - Train: 70.93% [887300/1251000] [709.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000608] [CE 4.424 (4.346)] [KD 3.738 (3.689)] 2024-10-15 00:20:23,968 - Train: 70.93% [887350/1251000] [709.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000607] [CE 4.633 (4.396)] [KD 3.836 (3.731)] 2024-10-15 00:20:31,809 - Train: 70.94% [887400/1251000] [709.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000607] [CE 4.196 (4.334)] [KD 3.484 (3.704)] 2024-10-15 00:20:39,547 - Train: 70.94% [887450/1251000] [709.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000607] [CE 4.164 (4.293)] [KD 3.634 (3.712)] 2024-10-15 00:20:47,268 - Train: 70.94% [887500/1251000] [709.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000607] [CE 4.136 (4.335)] [KD 3.667 (3.766)] 2024-10-15 00:20:55,224 - Train: 70.95% [887550/1251000] [709.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000607] [CE 4.421 (4.324)] [KD 3.671 (3.730)] 2024-10-15 00:21:02,853 - Train: 70.95% [887600/1251000] [709.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000607] [CE 4.010 (4.424)] [KD 3.546 (3.795)] 2024-10-15 00:21:10,615 - Train: 70.96% [887650/1251000] [709.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000606] [CE 4.626 (4.324)] [KD 3.985 (3.713)] 2024-10-15 00:21:18,196 - Train: 70.96% [887700/1251000] [709.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.145] [lr 0.000606] [CE 4.128 (4.318)] [KD 3.640 (3.703)] 2024-10-15 00:21:25,760 - Train: 70.96% [887750/1251000] [709.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000606] [CE 3.806 (4.230)] [KD 3.420 (3.660)] 2024-10-15 00:21:33,541 - Train: 70.97% [887800/1251000] [709.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000606] [CE 4.326 (4.272)] [KD 3.827 (3.674)] 2024-10-15 00:21:41,338 - Train: 70.97% [887850/1251000] [709.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000606] [CE 4.411 (4.299)] [KD 3.667 (3.698)] 2024-10-15 00:21:48,881 - Train: 70.98% [887900/1251000] [709.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000606] [CE 4.523 (4.324)] [KD 3.732 (3.749)] 2024-10-15 00:21:56,823 - Train: 70.98% [887950/1251000] [709.8/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000606] [CE 4.672 (4.258)] [KD 3.918 (3.692)] 2024-10-15 00:22:04,429 - Train: 70.98% [888000/1251000] [709.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000605] [CE 4.710 (4.333)] [KD 3.839 (3.681)] 2024-10-15 00:22:12,126 - Train: 70.99% [888050/1251000] [709.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000605] [CE 4.892 (4.376)] [KD 3.943 (3.718)] 2024-10-15 00:22:19,871 - Train: 70.99% [888100/1251000] [709.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000605] [CE 4.214 (4.342)] [KD 3.614 (3.737)] 2024-10-15 00:22:27,571 - Train: 71.00% [888150/1251000] [710.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000605] [CE 4.650 (4.353)] [KD 3.851 (3.741)] 2024-10-15 00:22:35,418 - Train: 71.00% [888200/1251000] [710.0/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000605] [CE 4.420 (4.371)] [KD 3.819 (3.779)] 2024-10-15 00:22:42,939 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 36376] [top5_cnt 45569] [top_all 50000] 2024-10-15 00:22:42,939 - net: 72.752 (91.138) 2024-10-15 00:22:51,033 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37989] [top5_cnt 46400] [top_all 50000] 2024-10-15 00:22:51,034 - net_E: 75.978 (92.800) 2024-10-15 00:22:51,216 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 75.988 (epoch: 709)] 2024-10-15 00:22:51,217 - ==> Total time: 1 day, 10:20:34 Eta: 14:01:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:22:59,864 - Train: 71.00% [888250/1251000] [710.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.005] [optim_t 0.146] [lr 0.000605] [CE 4.318 (4.297)] [KD 3.694 (3.729)] 2024-10-15 00:23:07,687 - Train: 71.01% [888300/1251000] [710.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000605] [CE 4.303 (4.264)] [KD 3.642 (3.664)] 2024-10-15 00:23:15,452 - Train: 71.01% [888350/1251000] [710.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000604] [CE 4.222 (4.318)] [KD 3.747 (3.696)] 2024-10-15 00:23:23,239 - Train: 71.02% [888400/1251000] [710.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000604] [CE 4.203 (4.290)] [KD 3.667 (3.669)] 2024-10-15 00:23:30,933 - Train: 71.02% [888450/1251000] [710.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000604] [CE 3.789 (4.403)] [KD 3.520 (3.759)] 2024-10-15 00:23:39,001 - Train: 71.02% [888500/1251000] [710.2/1000.0] [batch_t 0.151 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000604] [CE 4.582 (4.419)] [KD 3.690 (3.731)] 2024-10-15 00:23:46,639 - Train: 71.03% [888550/1251000] [710.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000604] [CE 4.593 (4.417)] [KD 3.757 (3.761)] 2024-10-15 00:23:54,302 - Train: 71.03% [888600/1251000] [710.3/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.000604] [CE 4.357 (4.326)] [KD 3.653 (3.688)] 2024-10-15 00:24:01,986 - Train: 71.04% [888650/1251000] [710.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000604] [CE 3.995 (4.298)] [KD 3.482 (3.708)] 2024-10-15 00:24:09,905 - Train: 71.04% [888700/1251000] [710.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000603] [CE 4.410 (4.290)] [KD 3.649 (3.660)] 2024-10-15 00:24:17,608 - Train: 71.04% [888750/1251000] [710.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000603] [CE 4.266 (4.294)] [KD 3.534 (3.660)] 2024-10-15 00:24:25,353 - Train: 71.05% [888800/1251000] [710.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000603] [CE 4.325 (4.307)] [KD 3.484 (3.707)] 2024-10-15 00:24:33,268 - Train: 71.05% [888850/1251000] [710.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000603] [CE 5.060 (4.344)] [KD 4.028 (3.668)] 2024-10-15 00:24:41,155 - Train: 71.06% [888900/1251000] [710.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000603] [CE 4.339 (4.394)] [KD 3.728 (3.714)] 2024-10-15 00:24:48,988 - Train: 71.06% [888950/1251000] [710.6/1000.0] [batch_t 0.155 (0.157)] [data_t 0.006] [optim_t 0.149] [lr 0.000603] [CE 4.285 (4.389)] [KD 3.628 (3.761)] 2024-10-15 00:24:56,866 - Train: 71.06% [889000/1251000] [710.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000603] [CE 4.525 (4.338)] [KD 3.872 (3.720)] 2024-10-15 00:25:04,527 - Train: 71.07% [889050/1251000] [710.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000602] [CE 4.545 (4.319)] [KD 3.690 (3.709)] 2024-10-15 00:25:12,323 - Train: 71.07% [889100/1251000] [710.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000602] [CE 4.587 (4.400)] [KD 3.785 (3.743)] 2024-10-15 00:25:20,105 - Train: 71.08% [889150/1251000] [710.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000602] [CE 4.279 (4.348)] [KD 3.682 (3.730)] 2024-10-15 00:25:27,828 - Train: 71.08% [889200/1251000] [710.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000602] [CE 4.251 (4.486)] [KD 3.548 (3.759)] 2024-10-15 00:25:35,551 - Train: 71.08% [889250/1251000] [710.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000602] [CE 4.448 (4.325)] [KD 3.958 (3.675)] 2024-10-15 00:25:43,421 - Train: 71.09% [889300/1251000] [710.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000602] [CE 4.230 (4.297)] [KD 3.735 (3.716)] 2024-10-15 00:25:51,353 - Train: 71.09% [889350/1251000] [710.9/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000601] [CE 4.134 (4.306)] [KD 3.604 (3.684)] 2024-10-15 00:25:59,327 - Train: 71.10% [889400/1251000] [711.0/1000.0] [batch_t 0.158 (0.159)] [data_t 0.004] [optim_t 0.154] [lr 0.000601] [CE 4.500 (4.326)] [KD 3.660 (3.710)] 2024-10-15 00:26:07,150 - Train: 71.10% [889450/1251000] [711.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000601] [CE 3.966 (4.362)] [KD 3.538 (3.726)] 2024-10-15 00:26:14,562 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36302] [top5_cnt 45519] [top_all 50000] 2024-10-15 00:26:14,562 - net: 72.604 (91.038) 2024-10-15 00:26:20,444 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38032] [top5_cnt 46408] [top_all 50000] 2024-10-15 00:26:20,444 - net_E: 76.064 (92.816) 2024-10-15 00:26:20,594 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 76.064 (epoch: 711)] 2024-10-15 00:26:20,594 - ==> Total time: 1 day, 10:24:03 Eta: 13:58:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:26:33,776 - Train: 71.10% [889500/1251000] [711.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.005] [optim_t 0.145] [lr 0.000601] [CE 4.522 (4.365)] [KD 3.614 (3.681)] 2024-10-15 00:26:41,378 - Train: 71.11% [889550/1251000] [711.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000601] [CE 4.506 (4.395)] [KD 4.116 (3.757)] 2024-10-15 00:26:49,102 - Train: 71.11% [889600/1251000] [711.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000601] [CE 4.297 (4.283)] [KD 3.411 (3.692)] 2024-10-15 00:26:56,806 - Train: 71.12% [889650/1251000] [711.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000601] [CE 4.303 (4.401)] [KD 3.434 (3.713)] 2024-10-15 00:27:04,729 - Train: 71.12% [889700/1251000] [711.2/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.000600] [CE 4.046 (4.394)] [KD 3.486 (3.749)] 2024-10-15 00:27:12,457 - Train: 71.12% [889750/1251000] [711.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000600] [CE 4.193 (4.328)] [KD 3.744 (3.703)] 2024-10-15 00:27:20,305 - Train: 71.13% [889800/1251000] [711.3/1000.0] [batch_t 0.164 (0.157)] [data_t 0.003] [optim_t 0.160] [lr 0.000600] [CE 4.189 (4.381)] [KD 3.500 (3.711)] 2024-10-15 00:27:28,113 - Train: 71.13% [889850/1251000] [711.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000600] [CE 4.445 (4.360)] [KD 3.622 (3.711)] 2024-10-15 00:27:35,804 - Train: 71.14% [889900/1251000] [711.4/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000600] [CE 4.433 (4.471)] [KD 3.755 (3.778)] 2024-10-15 00:27:43,539 - Train: 71.14% [889950/1251000] [711.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000600] [CE 4.573 (4.351)] [KD 3.945 (3.730)] 2024-10-15 00:27:51,154 - Train: 71.14% [890000/1251000] [711.4/1000.0] [batch_t 0.162 (0.152)] [data_t 0.003] [optim_t 0.158] [lr 0.000600] [CE 4.416 (4.339)] [KD 3.690 (3.701)] 2024-10-15 00:27:58,889 - Train: 71.15% [890050/1251000] [711.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000599] [CE 4.065 (4.303)] [KD 3.508 (3.724)] 2024-10-15 00:28:06,687 - Train: 71.15% [890100/1251000] [711.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000599] [CE 4.183 (4.355)] [KD 3.638 (3.754)] 2024-10-15 00:28:14,561 - Train: 71.16% [890150/1251000] [711.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000599] [CE 4.557 (4.366)] [KD 3.646 (3.747)] 2024-10-15 00:28:22,286 - Train: 71.16% [890200/1251000] [711.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000599] [CE 4.091 (4.306)] [KD 3.668 (3.667)] 2024-10-15 00:28:30,250 - Train: 71.16% [890250/1251000] [711.6/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000599] [CE 3.887 (4.316)] [KD 3.304 (3.660)] 2024-10-15 00:28:37,849 - Train: 71.17% [890300/1251000] [711.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000599] [CE 3.898 (4.344)] [KD 3.536 (3.696)] 2024-10-15 00:28:45,452 - Train: 71.17% [890350/1251000] [711.7/1000.0] [batch_t 0.161 (0.152)] [data_t 0.004] [optim_t 0.157] [lr 0.000599] [CE 4.714 (4.316)] [KD 3.797 (3.713)] 2024-10-15 00:28:53,062 - Train: 71.18% [890400/1251000] [711.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000598] [CE 4.463 (4.436)] [KD 3.798 (3.773)] 2024-10-15 00:29:00,785 - Train: 71.18% [890450/1251000] [711.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000598] [CE 4.217 (4.376)] [KD 3.693 (3.718)] 2024-10-15 00:29:08,512 - Train: 71.18% [890500/1251000] [711.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000598] [CE 3.885 (4.319)] [KD 3.376 (3.709)] 2024-10-15 00:29:16,622 - Train: 71.19% [890550/1251000] [711.9/1000.0] [batch_t 0.150 (0.162)] [data_t 0.004] [optim_t 0.146] [lr 0.000598] [CE 3.903 (4.290)] [KD 3.419 (3.703)] 2024-10-15 00:29:24,185 - Train: 71.19% [890600/1251000] [711.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000598] [CE 4.371 (4.262)] [KD 3.564 (3.692)] 2024-10-15 00:29:32,028 - Train: 71.20% [890650/1251000] [712.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000598] [CE 4.138 (4.293)] [KD 3.874 (3.724)] 2024-10-15 00:29:39,733 - Train: 71.20% [890700/1251000] [712.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.003] [optim_t 0.139] [lr 0.000598] [CE 4.615 (4.334)] [KD 3.905 (3.725)] 2024-10-15 00:29:47,213 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36131] [top5_cnt 45404] [top_all 50000] 2024-10-15 00:29:47,214 - net: 72.262 (90.808) 2024-10-15 00:29:53,187 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38002] [top5_cnt 46406] [top_all 50000] 2024-10-15 00:29:53,188 - net_E: 76.004 (92.812) 2024-10-15 00:29:53,355 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 76.064 (epoch: 711)] 2024-10-15 00:29:53,355 - ==> Total time: 1 day, 10:27:36 Eta: 13:56:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:30:01,651 - Train: 71.20% [890750/1251000] [712.0/1000.0] [batch_t 0.164 (0.165)] [data_t 0.004] [optim_t 0.161] [lr 0.000597] [CE 4.815 (4.356)] [KD 3.765 (3.742)] 2024-10-15 00:30:09,489 - Train: 71.21% [890800/1251000] [712.1/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000597] [CE 4.168 (4.314)] [KD 3.684 (3.682)] 2024-10-15 00:30:17,290 - Train: 71.21% [890850/1251000] [712.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000597] [CE 4.326 (4.376)] [KD 3.899 (3.713)] 2024-10-15 00:30:25,193 - Train: 71.22% [890900/1251000] [712.2/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000597] [CE 3.836 (4.321)] [KD 3.459 (3.671)] 2024-10-15 00:30:33,198 - Train: 71.22% [890950/1251000] [712.2/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000597] [CE 4.625 (4.304)] [KD 3.651 (3.715)] 2024-10-15 00:30:41,152 - Train: 71.22% [891000/1251000] [712.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000597] [CE 4.370 (4.390)] [KD 3.722 (3.714)] 2024-10-15 00:30:48,840 - Train: 71.23% [891050/1251000] [712.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000596] [CE 4.473 (4.312)] [KD 3.633 (3.684)] 2024-10-15 00:30:56,455 - Train: 71.23% [891100/1251000] [712.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000596] [CE 4.251 (4.358)] [KD 3.608 (3.744)] 2024-10-15 00:31:04,101 - Train: 71.24% [891150/1251000] [712.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000596] [CE 4.545 (4.322)] [KD 3.759 (3.674)] 2024-10-15 00:31:11,741 - Train: 71.24% [891200/1251000] [712.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000596] [CE 4.233 (4.298)] [KD 3.792 (3.652)] 2024-10-15 00:31:19,711 - Train: 71.24% [891250/1251000] [712.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000596] [CE 4.773 (4.387)] [KD 3.854 (3.723)] 2024-10-15 00:31:27,396 - Train: 71.25% [891300/1251000] [712.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000596] [CE 4.172 (4.352)] [KD 3.959 (3.719)] 2024-10-15 00:31:35,215 - Train: 71.25% [891350/1251000] [712.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000596] [CE 4.099 (4.382)] [KD 3.772 (3.743)] 2024-10-15 00:31:42,923 - Train: 71.25% [891400/1251000] [712.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000595] [CE 4.473 (4.364)] [KD 3.677 (3.720)] 2024-10-15 00:31:50,604 - Train: 71.26% [891450/1251000] [712.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000595] [CE 4.511 (4.320)] [KD 3.774 (3.718)] 2024-10-15 00:31:58,155 - Train: 71.26% [891500/1251000] [712.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000595] [CE 3.994 (4.390)] [KD 3.733 (3.819)] 2024-10-15 00:32:05,842 - Train: 71.27% [891550/1251000] [712.7/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000595] [CE 4.879 (4.345)] [KD 3.859 (3.737)] 2024-10-15 00:32:13,439 - Train: 71.27% [891600/1251000] [712.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000595] [CE 4.152 (4.326)] [KD 3.597 (3.697)] 2024-10-15 00:32:21,159 - Train: 71.27% [891650/1251000] [712.7/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000595] [CE 3.872 (4.269)] [KD 3.752 (3.671)] 2024-10-15 00:32:28,811 - Train: 71.28% [891700/1251000] [712.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000595] [CE 4.001 (4.343)] [KD 3.606 (3.679)] 2024-10-15 00:32:36,827 - Train: 71.28% [891750/1251000] [712.8/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000594] [CE 3.920 (4.380)] [KD 3.416 (3.735)] 2024-10-15 00:32:44,576 - Train: 71.29% [891800/1251000] [712.9/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000594] [CE 4.203 (4.381)] [KD 3.674 (3.747)] 2024-10-15 00:32:52,355 - Train: 71.29% [891850/1251000] [712.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000594] [CE 3.866 (4.358)] [KD 3.286 (3.734)] 2024-10-15 00:32:59,893 - Train: 71.29% [891900/1251000] [712.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000594] [CE 4.417 (4.288)] [KD 3.765 (3.686)] 2024-10-15 00:33:07,513 - Train: 71.30% [891950/1251000] [713.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000594] [CE 4.281 (4.405)] [KD 4.029 (3.737)] 2024-10-15 00:33:15,118 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36276] [top5_cnt 45473] [top_all 50000] 2024-10-15 00:33:15,118 - net: 72.552 (90.946) 2024-10-15 00:33:20,942 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38020] [top5_cnt 46379] [top_all 50000] 2024-10-15 00:33:20,943 - net_E: 76.040 (92.758) 2024-10-15 00:33:21,104 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 76.064 (epoch: 711)] 2024-10-15 00:33:21,104 - ==> Total time: 1 day, 10:31:04 Eta: 13:53:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:33:29,069 - Train: 71.30% [892000/1251000] [713.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.004] [optim_t 0.148] [lr 0.000594] [CE 4.123 (4.374)] [KD 3.325 (3.732)] 2024-10-15 00:33:36,801 - Train: 71.31% [892050/1251000] [713.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000594] [CE 4.472 (4.376)] [KD 3.854 (3.711)] 2024-10-15 00:33:45,000 - Train: 71.31% [892100/1251000] [713.1/1000.0] [batch_t 0.324 (0.164)] [data_t 0.004] [optim_t 0.320] [lr 0.000593] [CE 4.571 (4.321)] [KD 3.633 (3.705)] 2024-10-15 00:33:52,829 - Train: 71.31% [892150/1251000] [713.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000593] [CE 4.400 (4.348)] [KD 3.609 (3.729)] 2024-10-15 00:34:00,496 - Train: 71.32% [892200/1251000] [713.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000593] [CE 4.139 (4.306)] [KD 3.471 (3.686)] 2024-10-15 00:34:08,114 - Train: 71.32% [892250/1251000] [713.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000593] [CE 4.667 (4.381)] [KD 3.806 (3.748)] 2024-10-15 00:34:15,669 - Train: 71.33% [892300/1251000] [713.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000593] [CE 4.581 (4.369)] [KD 3.882 (3.755)] 2024-10-15 00:34:23,265 - Train: 71.33% [892350/1251000] [713.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000593] [CE 4.473 (4.322)] [KD 3.814 (3.719)] 2024-10-15 00:34:30,955 - Train: 71.33% [892400/1251000] [713.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000593] [CE 3.740 (4.307)] [KD 3.254 (3.696)] 2024-10-15 00:34:38,532 - Train: 71.34% [892450/1251000] [713.4/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000592] [CE 4.602 (4.360)] [KD 3.817 (3.724)] 2024-10-15 00:34:46,671 - Train: 71.34% [892500/1251000] [713.4/1000.0] [batch_t 0.150 (0.163)] [data_t 0.003] [optim_t 0.147] [lr 0.000592] [CE 3.874 (4.244)] [KD 3.479 (3.624)] 2024-10-15 00:34:54,243 - Train: 71.35% [892550/1251000] [713.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000592] [CE 4.039 (4.329)] [KD 3.596 (3.663)] 2024-10-15 00:35:02,221 - Train: 71.35% [892600/1251000] [713.5/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000592] [CE 4.849 (4.351)] [KD 3.995 (3.734)] 2024-10-15 00:35:09,906 - Train: 71.35% [892650/1251000] [713.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000592] [CE 4.249 (4.213)] [KD 3.442 (3.601)] 2024-10-15 00:35:17,647 - Train: 71.36% [892700/1251000] [713.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000592] [CE 4.187 (4.365)] [KD 3.499 (3.739)] 2024-10-15 00:35:25,377 - Train: 71.36% [892750/1251000] [713.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000592] [CE 4.336 (4.396)] [KD 3.758 (3.734)] 2024-10-15 00:35:32,969 - Train: 71.37% [892800/1251000] [713.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000591] [CE 4.771 (4.421)] [KD 3.869 (3.746)] 2024-10-15 00:35:40,626 - Train: 71.37% [892850/1251000] [713.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000591] [CE 4.063 (4.310)] [KD 3.521 (3.707)] 2024-10-15 00:35:48,275 - Train: 71.37% [892900/1251000] [713.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000591] [CE 4.669 (4.304)] [KD 3.723 (3.681)] 2024-10-15 00:35:56,123 - Train: 71.38% [892950/1251000] [713.8/1000.0] [batch_t 0.279 (0.157)] [data_t 0.004] [optim_t 0.275] [lr 0.000591] [CE 4.703 (4.397)] [KD 4.138 (3.758)] 2024-10-15 00:36:03,971 - Train: 71.38% [893000/1251000] [713.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000591] [CE 4.295 (4.360)] [KD 3.645 (3.712)] 2024-10-15 00:36:11,869 - Train: 71.39% [893050/1251000] [713.9/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000591] [CE 4.492 (4.300)] [KD 3.836 (3.691)] 2024-10-15 00:36:19,418 - Train: 71.39% [893100/1251000] [713.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000590] [CE 4.102 (4.363)] [KD 3.622 (3.748)] 2024-10-15 00:36:26,994 - Train: 71.39% [893150/1251000] [713.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000590] [CE 4.291 (4.349)] [KD 3.630 (3.756)] 2024-10-15 00:36:34,718 - Train: 71.40% [893200/1251000] [714.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000590] [CE 4.478 (4.355)] [KD 3.800 (3.745)] 2024-10-15 00:36:42,642 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36344] [top5_cnt 45537] [top_all 50000] 2024-10-15 00:36:42,642 - net: 72.688 (91.074) 2024-10-15 00:36:48,433 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38017] [top5_cnt 46379] [top_all 50000] 2024-10-15 00:36:48,434 - net_E: 76.034 (92.758) 2024-10-15 00:36:48,620 - Max [top1: 73.064 (epoch: 707)] [top1-ema: 76.064 (epoch: 711)] 2024-10-15 00:36:48,621 - ==> Total time: 1 day, 10:34:31 Eta: 13:50:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:36:56,432 - Train: 71.40% [893250/1251000] [714.0/1000.0] [batch_t 0.151 (0.166)] [data_t 0.004] [optim_t 0.147] [lr 0.000590] [CE 4.783 (4.269)] [KD 3.857 (3.677)] 2024-10-15 00:37:04,208 - Train: 71.41% [893300/1251000] [714.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000590] [CE 4.073 (4.356)] [KD 3.514 (3.702)] 2024-10-15 00:37:12,243 - Train: 71.41% [893350/1251000] [714.1/1000.0] [batch_t 0.151 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000590] [CE 4.246 (4.374)] [KD 3.758 (3.732)] 2024-10-15 00:37:19,795 - Train: 71.41% [893400/1251000] [714.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000590] [CE 4.757 (4.276)] [KD 3.900 (3.623)] 2024-10-15 00:37:27,467 - Train: 71.42% [893450/1251000] [714.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000589] [CE 3.900 (4.342)] [KD 3.652 (3.702)] 2024-10-15 00:37:35,167 - Train: 71.42% [893500/1251000] [714.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000589] [CE 4.129 (4.441)] [KD 3.608 (3.749)] 2024-10-15 00:37:42,769 - Train: 71.43% [893550/1251000] [714.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000589] [CE 4.345 (4.294)] [KD 3.569 (3.666)] 2024-10-15 00:37:50,584 - Train: 71.43% [893600/1251000] [714.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000589] [CE 4.949 (4.382)] [KD 3.926 (3.681)] 2024-10-15 00:37:58,290 - Train: 71.43% [893650/1251000] [714.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000589] [CE 4.192 (4.313)] [KD 3.431 (3.706)] 2024-10-15 00:38:06,009 - Train: 71.44% [893700/1251000] [714.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000589] [CE 4.097 (4.366)] [KD 3.454 (3.681)] 2024-10-15 00:38:13,677 - Train: 71.44% [893750/1251000] [714.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000589] [CE 4.327 (4.333)] [KD 3.580 (3.657)] 2024-10-15 00:38:21,550 - Train: 71.45% [893800/1251000] [714.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000588] [CE 4.291 (4.346)] [KD 3.739 (3.678)] 2024-10-15 00:38:29,237 - Train: 71.45% [893850/1251000] [714.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000588] [CE 4.962 (4.341)] [KD 4.045 (3.672)] 2024-10-15 00:38:36,795 - Train: 71.45% [893900/1251000] [714.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.000588] [CE 4.331 (4.336)] [KD 3.910 (3.690)] 2024-10-15 00:38:44,593 - Train: 71.46% [893950/1251000] [714.6/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000588] [CE 4.534 (4.417)] [KD 3.585 (3.731)] 2024-10-15 00:38:52,235 - Train: 71.46% [894000/1251000] [714.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000588] [CE 4.465 (4.334)] [KD 3.744 (3.694)] 2024-10-15 00:39:00,144 - Train: 71.47% [894050/1251000] [714.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000588] [CE 4.464 (4.236)] [KD 3.926 (3.618)] 2024-10-15 00:39:07,933 - Train: 71.47% [894100/1251000] [714.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000588] [CE 4.169 (4.340)] [KD 3.722 (3.693)] 2024-10-15 00:39:15,537 - Train: 71.47% [894150/1251000] [714.7/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000587] [CE 3.738 (4.284)] [KD 3.259 (3.666)] 2024-10-15 00:39:23,512 - Train: 71.48% [894200/1251000] [714.8/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000587] [CE 4.094 (4.361)] [KD 3.454 (3.704)] 2024-10-15 00:39:31,113 - Train: 71.48% [894250/1251000] [714.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000587] [CE 4.473 (4.416)] [KD 3.852 (3.729)] 2024-10-15 00:39:38,777 - Train: 71.49% [894300/1251000] [714.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000587] [CE 4.453 (4.401)] [KD 3.841 (3.772)] 2024-10-15 00:39:46,590 - Train: 71.49% [894350/1251000] [714.9/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000587] [CE 4.294 (4.329)] [KD 3.528 (3.690)] 2024-10-15 00:39:54,152 - Train: 71.49% [894400/1251000] [714.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000587] [CE 4.319 (4.348)] [KD 3.799 (3.778)] 2024-10-15 00:40:01,818 - Train: 71.50% [894450/1251000] [715.0/1000.0] [batch_t 0.157 (0.153)] [data_t 0.011] [optim_t 0.145] [lr 0.000587] [CE 4.934 (4.340)] [KD 4.094 (3.685)] 2024-10-15 00:40:09,810 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36542] [top5_cnt 45672] [top_all 50000] 2024-10-15 00:40:09,811 - net: 73.084 (91.344) 2024-10-15 00:40:15,739 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38024] [top5_cnt 46409] [top_all 50000] 2024-10-15 00:40:15,740 - net_E: 76.048 (92.818) 2024-10-15 00:40:15,900 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.064 (epoch: 711)] 2024-10-15 00:40:15,900 - ==> Total time: 1 day, 10:37:59 Eta: 13:48:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:40:28,304 - Train: 71.50% [894500/1251000] [715.0/1000.0] [batch_t 0.147 (0.172)] [data_t 0.004] [optim_t 0.143] [lr 0.000586] [CE 4.359 (4.292)] [KD 3.721 (3.664)] 2024-10-15 00:40:35,822 - Train: 71.51% [894550/1251000] [715.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000586] [CE 4.406 (4.314)] [KD 3.736 (3.710)] 2024-10-15 00:40:43,466 - Train: 71.51% [894600/1251000] [715.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000586] [CE 4.376 (4.303)] [KD 3.748 (3.664)] 2024-10-15 00:40:51,444 - Train: 71.51% [894650/1251000] [715.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000586] [CE 3.766 (4.327)] [KD 3.408 (3.638)] 2024-10-15 00:40:59,030 - Train: 71.52% [894700/1251000] [715.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000586] [CE 4.623 (4.359)] [KD 3.619 (3.671)] 2024-10-15 00:41:06,630 - Train: 71.52% [894750/1251000] [715.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.006] [optim_t 0.149] [lr 0.000586] [CE 4.362 (4.311)] [KD 3.886 (3.655)] 2024-10-15 00:41:14,655 - Train: 71.53% [894800/1251000] [715.3/1000.0] [batch_t 0.156 (0.160)] [data_t 0.005] [optim_t 0.151] [lr 0.000586] [CE 4.255 (4.375)] [KD 3.544 (3.683)] 2024-10-15 00:41:22,253 - Train: 71.53% [894850/1251000] [715.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000585] [CE 4.073 (4.406)] [KD 3.462 (3.711)] 2024-10-15 00:41:30,193 - Train: 71.53% [894900/1251000] [715.3/1000.0] [batch_t 0.157 (0.159)] [data_t 0.005] [optim_t 0.152] [lr 0.000585] [CE 4.093 (4.343)] [KD 3.488 (3.692)] 2024-10-15 00:41:37,828 - Train: 71.54% [894950/1251000] [715.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000585] [CE 3.511 (4.376)] [KD 3.285 (3.699)] 2024-10-15 00:41:45,410 - Train: 71.54% [895000/1251000] [715.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000585] [CE 4.241 (4.355)] [KD 3.498 (3.712)] 2024-10-15 00:41:53,226 - Train: 71.55% [895050/1251000] [715.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000585] [CE 3.715 (4.301)] [KD 3.290 (3.631)] 2024-10-15 00:42:00,979 - Train: 71.55% [895100/1251000] [715.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000585] [CE 4.093 (4.373)] [KD 3.596 (3.678)] 2024-10-15 00:42:08,575 - Train: 71.55% [895150/1251000] [715.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000585] [CE 4.892 (4.349)] [KD 3.988 (3.684)] 2024-10-15 00:42:16,488 - Train: 71.56% [895200/1251000] [715.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000584] [CE 4.074 (4.231)] [KD 3.502 (3.606)] 2024-10-15 00:42:24,156 - Train: 71.56% [895250/1251000] [715.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000584] [CE 4.185 (4.331)] [KD 3.474 (3.711)] 2024-10-15 00:42:31,699 - Train: 71.57% [895300/1251000] [715.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000584] [CE 4.472 (4.378)] [KD 3.771 (3.725)] 2024-10-15 00:42:39,635 - Train: 71.57% [895350/1251000] [715.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000584] [CE 4.339 (4.369)] [KD 3.675 (3.710)] 2024-10-15 00:42:47,195 - Train: 71.57% [895400/1251000] [715.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000584] [CE 4.672 (4.409)] [KD 3.941 (3.735)] 2024-10-15 00:42:54,905 - Train: 71.58% [895450/1251000] [715.8/1000.0] [batch_t 0.267 (0.154)] [data_t 0.005] [optim_t 0.263] [lr 0.000584] [CE 4.593 (4.414)] [KD 3.711 (3.733)] 2024-10-15 00:43:02,585 - Train: 71.58% [895500/1251000] [715.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000584] [CE 4.599 (4.231)] [KD 3.916 (3.652)] 2024-10-15 00:43:10,126 - Train: 71.59% [895550/1251000] [715.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000583] [CE 4.519 (4.334)] [KD 3.638 (3.667)] 2024-10-15 00:43:17,792 - Train: 71.59% [895600/1251000] [715.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000583] [CE 4.607 (4.363)] [KD 3.838 (3.753)] 2024-10-15 00:43:25,743 - Train: 71.59% [895650/1251000] [715.9/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000583] [CE 4.961 (4.402)] [KD 3.946 (3.737)] 2024-10-15 00:43:33,411 - Train: 71.60% [895700/1251000] [716.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000583] [CE 4.361 (4.340)] [KD 3.831 (3.701)] 2024-10-15 00:43:41,436 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 36506] [top5_cnt 45603] [top_all 50000] 2024-10-15 00:43:41,437 - net: 73.012 (91.206) 2024-10-15 00:43:47,264 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38072] [top5_cnt 46398] [top_all 50000] 2024-10-15 00:43:47,265 - net_E: 76.144 (92.796) 2024-10-15 00:43:47,461 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.144 (epoch: 716)] 2024-10-15 00:43:47,461 - ==> Total time: 1 day, 10:41:30 Eta: 13:45:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:43:59,093 - Train: 71.60% [895750/1251000] [716.0/1000.0] [batch_t 0.149 (0.172)] [data_t 0.003] [optim_t 0.146] [lr 0.000583] [CE 3.946 (4.364)] [KD 3.579 (3.698)] 2024-10-15 00:44:06,804 - Train: 71.61% [895800/1251000] [716.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000583] [CE 4.316 (4.295)] [KD 3.767 (3.679)] 2024-10-15 00:44:14,527 - Train: 71.61% [895850/1251000] [716.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.000582] [CE 3.643 (4.313)] [KD 3.441 (3.657)] 2024-10-15 00:44:22,085 - Train: 71.61% [895900/1251000] [716.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000582] [CE 4.635 (4.402)] [KD 4.036 (3.724)] 2024-10-15 00:44:29,927 - Train: 71.62% [895950/1251000] [716.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000582] [CE 4.565 (4.345)] [KD 3.782 (3.687)] 2024-10-15 00:44:37,562 - Train: 71.62% [896000/1251000] [716.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000582] [CE 4.791 (4.405)] [KD 3.789 (3.710)] 2024-10-15 00:44:45,412 - Train: 71.63% [896050/1251000] [716.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000582] [CE 4.161 (4.349)] [KD 3.714 (3.651)] 2024-10-15 00:44:53,193 - Train: 71.63% [896100/1251000] [716.3/1000.0] [batch_t 0.166 (0.156)] [data_t 0.003] [optim_t 0.163] [lr 0.000582] [CE 4.122 (4.381)] [KD 3.601 (3.696)] 2024-10-15 00:45:00,915 - Train: 71.63% [896150/1251000] [716.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000582] [CE 4.430 (4.394)] [KD 3.577 (3.671)] 2024-10-15 00:45:08,826 - Train: 71.64% [896200/1251000] [716.4/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000581] [CE 4.469 (4.359)] [KD 3.711 (3.708)] 2024-10-15 00:45:16,861 - Train: 71.64% [896250/1251000] [716.4/1000.0] [batch_t 0.155 (0.161)] [data_t 0.003] [optim_t 0.152] [lr 0.000581] [CE 4.119 (4.293)] [KD 3.506 (3.646)] 2024-10-15 00:45:24,454 - Train: 71.65% [896300/1251000] [716.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000581] [CE 4.194 (4.334)] [KD 3.493 (3.691)] 2024-10-15 00:45:32,076 - Train: 71.65% [896350/1251000] [716.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000581] [CE 4.579 (4.392)] [KD 3.725 (3.703)] 2024-10-15 00:45:39,690 - Train: 71.65% [896400/1251000] [716.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000581] [CE 3.803 (4.314)] [KD 3.371 (3.649)] 2024-10-15 00:45:47,568 - Train: 71.66% [896450/1251000] [716.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000581] [CE 3.714 (4.302)] [KD 3.501 (3.649)] 2024-10-15 00:45:55,471 - Train: 71.66% [896500/1251000] [716.6/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.000581] [CE 4.150 (4.313)] [KD 3.705 (3.662)] 2024-10-15 00:46:03,377 - Train: 71.67% [896550/1251000] [716.7/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000580] [CE 4.925 (4.381)] [KD 3.965 (3.682)] 2024-10-15 00:46:10,966 - Train: 71.67% [896600/1251000] [716.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000580] [CE 4.244 (4.300)] [KD 3.734 (3.656)] 2024-10-15 00:46:18,603 - Train: 71.67% [896650/1251000] [716.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000580] [CE 4.573 (4.371)] [KD 3.823 (3.718)] 2024-10-15 00:46:26,280 - Train: 71.68% [896700/1251000] [716.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000580] [CE 4.549 (4.297)] [KD 3.812 (3.652)] 2024-10-15 00:46:33,855 - Train: 71.68% [896750/1251000] [716.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000580] [CE 3.738 (4.351)] [KD 3.580 (3.672)] 2024-10-15 00:46:41,522 - Train: 71.69% [896800/1251000] [716.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000580] [CE 4.379 (4.343)] [KD 3.655 (3.680)] 2024-10-15 00:46:49,217 - Train: 71.69% [896850/1251000] [716.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000580] [CE 4.204 (4.298)] [KD 3.681 (3.661)] 2024-10-15 00:46:57,137 - Train: 71.69% [896900/1251000] [716.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000579] [CE 4.327 (4.378)] [KD 3.852 (3.724)] 2024-10-15 00:47:04,704 - Train: 71.70% [896950/1251000] [717.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000579] [CE 3.874 (4.261)] [KD 3.258 (3.694)] 2024-10-15 00:47:12,969 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36380] [top5_cnt 45467] [top_all 50000] 2024-10-15 00:47:12,970 - net: 72.760 (90.934) 2024-10-15 00:47:18,963 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38088] [top5_cnt 46384] [top_all 50000] 2024-10-15 00:47:18,963 - net_E: 76.176 (92.768) 2024-10-15 00:47:19,143 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.176 (epoch: 717)] 2024-10-15 00:47:19,143 - ==> Total time: 1 day, 10:45:02 Eta: 13:42:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:47:30,625 - Train: 71.70% [897000/1251000] [717.0/1000.0] [batch_t 0.149 (0.163)] [data_t 0.004] [optim_t 0.145] [lr 0.000579] [CE 4.707 (4.350)] [KD 3.813 (3.720)] 2024-10-15 00:47:38,437 - Train: 71.71% [897050/1251000] [717.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000579] [CE 4.113 (4.329)] [KD 3.428 (3.658)] 2024-10-15 00:47:46,152 - Train: 71.71% [897100/1251000] [717.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000579] [CE 4.705 (4.325)] [KD 3.930 (3.679)] 2024-10-15 00:47:53,841 - Train: 71.71% [897150/1251000] [717.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000579] [CE 4.760 (4.336)] [KD 3.769 (3.677)] 2024-10-15 00:48:01,552 - Train: 71.72% [897200/1251000] [717.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000579] [CE 4.175 (4.344)] [KD 3.528 (3.660)] 2024-10-15 00:48:09,432 - Train: 71.72% [897250/1251000] [717.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000578] [CE 4.306 (4.305)] [KD 3.596 (3.664)] 2024-10-15 00:48:17,091 - Train: 71.73% [897300/1251000] [717.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000578] [CE 4.877 (4.364)] [KD 3.739 (3.692)] 2024-10-15 00:48:24,752 - Train: 71.73% [897350/1251000] [717.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000578] [CE 4.711 (4.389)] [KD 3.803 (3.710)] 2024-10-15 00:48:32,400 - Train: 71.73% [897400/1251000] [717.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000578] [CE 4.727 (4.438)] [KD 3.978 (3.752)] 2024-10-15 00:48:39,962 - Train: 71.74% [897450/1251000] [717.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000578] [CE 4.088 (4.373)] [KD 3.569 (3.708)] 2024-10-15 00:48:47,866 - Train: 71.74% [897500/1251000] [717.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000578] [CE 4.388 (4.334)] [KD 4.021 (3.680)] 2024-10-15 00:48:55,532 - Train: 71.75% [897550/1251000] [717.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000578] [CE 4.635 (4.353)] [KD 3.791 (3.691)] 2024-10-15 00:49:03,095 - Train: 71.75% [897600/1251000] [717.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000577] [CE 5.013 (4.379)] [KD 4.103 (3.711)] 2024-10-15 00:49:10,729 - Train: 71.75% [897650/1251000] [717.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000577] [CE 3.875 (4.336)] [KD 3.385 (3.685)] 2024-10-15 00:49:18,667 - Train: 71.76% [897700/1251000] [717.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000577] [CE 4.301 (4.370)] [KD 3.498 (3.685)] 2024-10-15 00:49:26,232 - Train: 71.76% [897750/1251000] [717.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000577] [CE 4.660 (4.357)] [KD 3.984 (3.700)] 2024-10-15 00:49:33,866 - Train: 71.77% [897800/1251000] [717.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000577] [CE 4.424 (4.358)] [KD 3.970 (3.671)] 2024-10-15 00:49:41,499 - Train: 71.77% [897850/1251000] [717.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000577] [CE 4.625 (4.325)] [KD 3.849 (3.688)] 2024-10-15 00:49:49,272 - Train: 71.77% [897900/1251000] [717.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000577] [CE 4.798 (4.359)] [KD 3.949 (3.692)] 2024-10-15 00:49:57,092 - Train: 71.78% [897950/1251000] [717.8/1000.0] [batch_t 0.267 (0.156)] [data_t 0.004] [optim_t 0.263] [lr 0.000576] [CE 4.405 (4.382)] [KD 3.542 (3.696)] 2024-10-15 00:50:04,806 - Train: 71.78% [898000/1251000] [717.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000576] [CE 4.771 (4.323)] [KD 3.892 (3.700)] 2024-10-15 00:50:12,456 - Train: 71.79% [898050/1251000] [717.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000576] [CE 4.283 (4.363)] [KD 3.648 (3.714)] 2024-10-15 00:50:20,154 - Train: 71.79% [898100/1251000] [717.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000576] [CE 4.985 (4.301)] [KD 4.130 (3.655)] 2024-10-15 00:50:27,880 - Train: 71.79% [898150/1251000] [717.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000576] [CE 4.282 (4.308)] [KD 3.595 (3.704)] 2024-10-15 00:50:35,607 - Train: 71.80% [898200/1251000] [718.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000576] [CE 4.193 (4.311)] [KD 3.616 (3.721)] 2024-10-15 00:50:43,869 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36201] [top5_cnt 45468] [top_all 50000] 2024-10-15 00:50:43,869 - net: 72.402 (90.936) 2024-10-15 00:50:49,764 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38088] [top5_cnt 46393] [top_all 50000] 2024-10-15 00:50:49,765 - net_E: 76.176 (92.786) 2024-10-15 00:50:49,968 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.176 (epoch: 717)] 2024-10-15 00:50:49,968 - ==> Total time: 1 day, 10:48:33 Eta: 13:40:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:50:57,523 - Train: 71.80% [898250/1251000] [718.0/1000.0] [batch_t 0.154 (0.178)] [data_t 0.006] [optim_t 0.147] [lr 0.000576] [CE 3.907 (4.406)] [KD 3.627 (3.714)] 2024-10-15 00:51:05,237 - Train: 71.81% [898300/1251000] [718.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000575] [CE 4.637 (4.339)] [KD 3.911 (3.676)] 2024-10-15 00:51:12,993 - Train: 71.81% [898350/1251000] [718.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000575] [CE 4.463 (4.363)] [KD 3.923 (3.690)] 2024-10-15 00:51:20,775 - Train: 71.81% [898400/1251000] [718.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000575] [CE 3.764 (4.364)] [KD 3.271 (3.755)] 2024-10-15 00:51:28,372 - Train: 71.82% [898450/1251000] [718.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000575] [CE 3.993 (4.348)] [KD 3.411 (3.661)] 2024-10-15 00:51:35,903 - Train: 71.82% [898500/1251000] [718.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000575] [CE 4.200 (4.348)] [KD 3.353 (3.696)] 2024-10-15 00:51:43,686 - Train: 71.83% [898550/1251000] [718.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000575] [CE 4.269 (4.352)] [KD 3.543 (3.704)] 2024-10-15 00:51:51,361 - Train: 71.83% [898600/1251000] [718.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000575] [CE 4.668 (4.323)] [KD 3.689 (3.661)] 2024-10-15 00:51:58,947 - Train: 71.83% [898650/1251000] [718.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000574] [CE 4.155 (4.355)] [KD 3.701 (3.718)] 2024-10-15 00:52:06,885 - Train: 71.84% [898700/1251000] [718.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000574] [CE 4.278 (4.408)] [KD 3.686 (3.704)] 2024-10-15 00:52:14,575 - Train: 71.84% [898750/1251000] [718.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000574] [CE 4.289 (4.381)] [KD 3.701 (3.708)] 2024-10-15 00:52:22,244 - Train: 71.85% [898800/1251000] [718.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000574] [CE 4.433 (4.348)] [KD 3.782 (3.661)] 2024-10-15 00:52:29,816 - Train: 71.85% [898850/1251000] [718.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000574] [CE 4.484 (4.324)] [KD 3.894 (3.679)] 2024-10-15 00:52:37,645 - Train: 71.85% [898900/1251000] [718.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000574] [CE 4.524 (4.277)] [KD 3.840 (3.640)] 2024-10-15 00:52:45,349 - Train: 71.86% [898950/1251000] [718.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000574] [CE 3.956 (4.403)] [KD 3.234 (3.712)] 2024-10-15 00:52:53,213 - Train: 71.86% [899000/1251000] [718.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000573] [CE 4.908 (4.368)] [KD 3.995 (3.722)] 2024-10-15 00:53:00,847 - Train: 71.87% [899050/1251000] [718.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000573] [CE 4.244 (4.328)] [KD 3.602 (3.737)] 2024-10-15 00:53:08,636 - Train: 71.87% [899100/1251000] [718.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000573] [CE 4.293 (4.342)] [KD 3.786 (3.711)] 2024-10-15 00:53:16,257 - Train: 71.87% [899150/1251000] [718.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000573] [CE 4.734 (4.348)] [KD 3.842 (3.695)] 2024-10-15 00:53:23,921 - Train: 71.88% [899200/1251000] [718.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000573] [CE 4.349 (4.316)] [KD 3.757 (3.686)] 2024-10-15 00:53:31,605 - Train: 71.88% [899250/1251000] [718.8/1000.0] [batch_t 0.165 (0.154)] [data_t 0.005] [optim_t 0.161] [lr 0.000573] [CE 4.500 (4.332)] [KD 3.920 (3.687)] 2024-10-15 00:53:39,286 - Train: 71.89% [899300/1251000] [718.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000573] [CE 4.060 (4.354)] [KD 3.803 (3.721)] 2024-10-15 00:53:46,987 - Train: 71.89% [899350/1251000] [718.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000572] [CE 4.290 (4.318)] [KD 3.618 (3.665)] 2024-10-15 00:53:54,691 - Train: 71.89% [899400/1251000] [718.9/1000.0] [batch_t 0.158 (0.154)] [data_t 0.006] [optim_t 0.152] [lr 0.000572] [CE 4.163 (4.356)] [KD 3.439 (3.652)] 2024-10-15 00:54:02,505 - Train: 71.90% [899450/1251000] [719.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000572] [CE 4.462 (4.361)] [KD 3.590 (3.696)] 2024-10-15 00:54:11,061 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36442] [top5_cnt 45528] [top_all 50000] 2024-10-15 00:54:11,062 - net: 72.884 (91.056) 2024-10-15 00:54:16,878 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 38081] [top5_cnt 46397] [top_all 50000] 2024-10-15 00:54:16,878 - net_E: 76.162 (92.794) 2024-10-15 00:54:17,062 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.176 (epoch: 717)] 2024-10-15 00:54:17,063 - ==> Total time: 1 day, 10:52:00 Eta: 13:37:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:54:23,844 - Train: 71.90% [899500/1251000] [719.0/1000.0] [batch_t 0.156 (0.161)] [data_t 0.004] [optim_t 0.152] [lr 0.000572] [CE 4.115 (4.355)] [KD 3.518 (3.676)] 2024-10-15 00:54:31,896 - Train: 71.91% [899550/1251000] [719.1/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.143] [lr 0.000572] [CE 4.401 (4.319)] [KD 3.835 (3.646)] 2024-10-15 00:54:39,753 - Train: 71.91% [899600/1251000] [719.1/1000.0] [batch_t 0.156 (0.157)] [data_t 0.006] [optim_t 0.150] [lr 0.000572] [CE 3.796 (4.240)] [KD 3.320 (3.612)] 2024-10-15 00:54:47,516 - Train: 71.91% [899650/1251000] [719.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000572] [CE 4.625 (4.381)] [KD 3.930 (3.666)] 2024-10-15 00:54:55,071 - Train: 71.92% [899700/1251000] [719.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000571] [CE 4.304 (4.273)] [KD 3.578 (3.649)] 2024-10-15 00:55:02,633 - Train: 71.92% [899750/1251000] [719.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000571] [CE 4.444 (4.327)] [KD 3.691 (3.685)] 2024-10-15 00:55:10,261 - Train: 71.93% [899800/1251000] [719.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000571] [CE 4.071 (4.378)] [KD 3.080 (3.683)] 2024-10-15 00:55:18,268 - Train: 71.93% [899850/1251000] [719.3/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000571] [CE 4.170 (4.255)] [KD 3.627 (3.590)] 2024-10-15 00:55:26,111 - Train: 71.93% [899900/1251000] [719.3/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000571] [CE 4.364 (4.378)] [KD 3.741 (3.685)] 2024-10-15 00:55:33,981 - Train: 71.94% [899950/1251000] [719.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000571] [CE 4.288 (4.320)] [KD 3.606 (3.683)] 2024-10-15 00:55:41,719 - Train: 71.94% [900000/1251000] [719.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000570] [CE 4.405 (4.312)] [KD 3.749 (3.659)] 2024-10-15 00:55:49,284 - Train: 71.95% [900050/1251000] [719.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000570] [CE 3.813 (4.164)] [KD 3.438 (3.569)] 2024-10-15 00:55:56,917 - Train: 71.95% [900100/1251000] [719.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000570] [CE 4.708 (4.451)] [KD 3.788 (3.718)] 2024-10-15 00:56:04,520 - Train: 71.95% [900150/1251000] [719.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000570] [CE 4.083 (4.285)] [KD 3.485 (3.680)] 2024-10-15 00:56:12,369 - Train: 71.96% [900200/1251000] [719.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000570] [CE 4.151 (4.315)] [KD 3.725 (3.682)] 2024-10-15 00:56:20,383 - Train: 71.96% [900250/1251000] [719.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000570] [CE 4.305 (4.387)] [KD 3.739 (3.681)] 2024-10-15 00:56:28,190 - Train: 71.97% [900300/1251000] [719.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000570] [CE 4.249 (4.386)] [KD 3.465 (3.686)] 2024-10-15 00:56:35,765 - Train: 71.97% [900350/1251000] [719.7/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.000569] [CE 4.486 (4.325)] [KD 3.554 (3.659)] 2024-10-15 00:56:43,472 - Train: 71.97% [900400/1251000] [719.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000569] [CE 4.202 (4.359)] [KD 3.639 (3.699)] 2024-10-15 00:56:51,194 - Train: 71.98% [900450/1251000] [719.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000569] [CE 4.494 (4.372)] [KD 3.694 (3.720)] 2024-10-15 00:56:58,933 - Train: 71.98% [900500/1251000] [719.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000569] [CE 4.847 (4.354)] [KD 4.034 (3.705)] 2024-10-15 00:57:06,715 - Train: 71.99% [900550/1251000] [719.9/1000.0] [batch_t 0.161 (0.156)] [data_t 0.004] [optim_t 0.157] [lr 0.000569] [CE 3.768 (4.353)] [KD 3.289 (3.658)] 2024-10-15 00:57:14,487 - Train: 71.99% [900600/1251000] [719.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000569] [CE 4.296 (4.337)] [KD 3.631 (3.664)] 2024-10-15 00:57:22,254 - Train: 71.99% [900650/1251000] [719.9/1000.0] [batch_t 0.290 (0.155)] [data_t 0.005] [optim_t 0.285] [lr 0.000569] [CE 4.240 (4.389)] [KD 3.577 (3.631)] 2024-10-15 00:57:30,106 - Train: 72.00% [900700/1251000] [720.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000568] [CE 3.897 (4.287)] [KD 3.424 (3.622)] 2024-10-15 00:57:38,813 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36484] [top5_cnt 45623] [top_all 50000] 2024-10-15 00:57:38,813 - net: 72.968 (91.246) 2024-10-15 00:57:44,616 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38084] [top5_cnt 46402] [top_all 50000] 2024-10-15 00:57:44,616 - net_E: 76.168 (92.804) 2024-10-15 00:57:44,838 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.176 (epoch: 717)] 2024-10-15 00:57:44,839 - ==> Total time: 1 day, 10:55:28 Eta: 13:34:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 00:57:56,373 - Train: 72.00% [900750/1251000] [720.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.004] [optim_t 0.144] [lr 0.000568] [CE 4.063 (4.322)] [KD 3.719 (3.633)] 2024-10-15 00:58:04,110 - Train: 72.01% [900800/1251000] [720.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000568] [CE 3.730 (4.290)] [KD 3.263 (3.614)] 2024-10-15 00:58:12,077 - Train: 72.01% [900850/1251000] [720.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000568] [CE 4.295 (4.321)] [KD 3.652 (3.609)] 2024-10-15 00:58:19,655 - Train: 72.01% [900900/1251000] [720.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000568] [CE 4.497 (4.372)] [KD 3.772 (3.649)] 2024-10-15 00:58:27,354 - Train: 72.02% [900950/1251000] [720.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000568] [CE 4.061 (4.260)] [KD 3.310 (3.616)] 2024-10-15 00:58:35,191 - Train: 72.02% [901000/1251000] [720.2/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.000568] [CE 4.159 (4.345)] [KD 3.654 (3.621)] 2024-10-15 00:58:42,737 - Train: 72.03% [901050/1251000] [720.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000567] [CE 3.440 (4.313)] [KD 3.159 (3.638)] 2024-10-15 00:58:50,523 - Train: 72.03% [901100/1251000] [720.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000567] [CE 4.137 (4.317)] [KD 3.546 (3.660)] 2024-10-15 00:58:58,265 - Train: 72.03% [901150/1251000] [720.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000567] [CE 4.659 (4.370)] [KD 4.037 (3.671)] 2024-10-15 00:59:06,058 - Train: 72.04% [901200/1251000] [720.4/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000567] [CE 4.330 (4.353)] [KD 3.632 (3.650)] 2024-10-15 00:59:14,009 - Train: 72.04% [901250/1251000] [720.4/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000567] [CE 4.612 (4.358)] [KD 3.896 (3.665)] 2024-10-15 00:59:21,537 - Train: 72.05% [901300/1251000] [720.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000567] [CE 3.917 (4.346)] [KD 3.575 (3.669)] 2024-10-15 00:59:29,076 - Train: 72.05% [901350/1251000] [720.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000567] [CE 4.175 (4.369)] [KD 3.566 (3.722)] 2024-10-15 00:59:36,820 - Train: 72.05% [901400/1251000] [720.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000566] [CE 3.948 (4.335)] [KD 3.315 (3.621)] 2024-10-15 00:59:44,324 - Train: 72.06% [901450/1251000] [720.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000566] [CE 4.572 (4.358)] [KD 3.660 (3.671)] 2024-10-15 00:59:52,075 - Train: 72.06% [901500/1251000] [720.6/1000.0] [batch_t 0.281 (0.155)] [data_t 0.004] [optim_t 0.277] [lr 0.000566] [CE 4.467 (4.296)] [KD 3.824 (3.675)] 2024-10-15 00:59:59,811 - Train: 72.07% [901550/1251000] [720.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000566] [CE 4.044 (4.359)] [KD 3.479 (3.671)] 2024-10-15 01:00:07,386 - Train: 72.07% [901600/1251000] [720.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000566] [CE 4.399 (4.329)] [KD 3.666 (3.643)] 2024-10-15 01:00:14,962 - Train: 72.07% [901650/1251000] [720.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000566] [CE 3.572 (4.307)] [KD 3.412 (3.680)] 2024-10-15 01:00:22,792 - Train: 72.08% [901700/1251000] [720.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000566] [CE 4.061 (4.301)] [KD 3.560 (3.669)] 2024-10-15 01:00:30,296 - Train: 72.08% [901750/1251000] [720.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.006] [optim_t 0.146] [lr 0.000565] [CE 4.622 (4.341)] [KD 3.915 (3.711)] 2024-10-15 01:00:37,940 - Train: 72.09% [901800/1251000] [720.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000565] [CE 4.440 (4.337)] [KD 3.711 (3.716)] 2024-10-15 01:00:45,843 - Train: 72.09% [901850/1251000] [720.9/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000565] [CE 4.358 (4.360)] [KD 3.783 (3.721)] 2024-10-15 01:00:53,403 - Train: 72.09% [901900/1251000] [720.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000565] [CE 4.391 (4.358)] [KD 3.734 (3.688)] 2024-10-15 01:01:01,309 - Train: 72.10% [901950/1251000] [721.0/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000565] [CE 4.204 (4.315)] [KD 3.483 (3.670)] 2024-10-15 01:01:10,067 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36350] [top5_cnt 45467] [top_all 50000] 2024-10-15 01:01:10,067 - net: 72.700 (90.934) 2024-10-15 01:01:15,917 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38105] [top5_cnt 46397] [top_all 50000] 2024-10-15 01:01:15,917 - net_E: 76.210 (92.794) 2024-10-15 01:01:16,075 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.210 (epoch: 721)] 2024-10-15 01:01:16,076 - ==> Total time: 1 day, 10:58:59 Eta: 13:32:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:01:27,486 - Train: 72.10% [902000/1251000] [721.0/1000.0] [batch_t 0.150 (0.170)] [data_t 0.004] [optim_t 0.145] [lr 0.000565] [CE 4.492 (4.396)] [KD 3.854 (3.694)] 2024-10-15 01:01:35,159 - Train: 72.11% [902050/1251000] [721.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000565] [CE 4.328 (4.326)] [KD 3.693 (3.635)] 2024-10-15 01:01:42,993 - Train: 72.11% [902100/1251000] [721.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000564] [CE 4.106 (4.308)] [KD 3.485 (3.627)] 2024-10-15 01:01:50,862 - Train: 72.11% [902150/1251000] [721.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000564] [CE 4.122 (4.350)] [KD 3.582 (3.651)] 2024-10-15 01:01:58,417 - Train: 72.12% [902200/1251000] [721.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000564] [CE 4.445 (4.298)] [KD 3.518 (3.641)] 2024-10-15 01:02:06,325 - Train: 72.12% [902250/1251000] [721.2/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000564] [CE 4.579 (4.265)] [KD 3.794 (3.620)] 2024-10-15 01:02:13,911 - Train: 72.13% [902300/1251000] [721.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000564] [CE 4.231 (4.322)] [KD 3.585 (3.647)] 2024-10-15 01:02:21,812 - Train: 72.13% [902350/1251000] [721.3/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000564] [CE 4.583 (4.359)] [KD 3.745 (3.702)] 2024-10-15 01:02:29,529 - Train: 72.13% [902400/1251000] [721.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000564] [CE 4.760 (4.361)] [KD 3.814 (3.683)] 2024-10-15 01:02:37,170 - Train: 72.14% [902450/1251000] [721.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000563] [CE 3.706 (4.364)] [KD 3.280 (3.686)] 2024-10-15 01:02:44,821 - Train: 72.14% [902500/1251000] [721.4/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.000563] [CE 4.277 (4.303)] [KD 3.699 (3.611)] 2024-10-15 01:02:52,880 - Train: 72.15% [902550/1251000] [721.5/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000563] [CE 4.595 (4.390)] [KD 3.777 (3.674)] 2024-10-15 01:03:00,597 - Train: 72.15% [902600/1251000] [721.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000563] [CE 4.241 (4.372)] [KD 3.650 (3.683)] 2024-10-15 01:03:08,279 - Train: 72.15% [902650/1251000] [721.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000563] [CE 4.601 (4.319)] [KD 3.789 (3.712)] 2024-10-15 01:03:16,074 - Train: 72.16% [902700/1251000] [721.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000563] [CE 4.113 (4.402)] [KD 3.397 (3.674)] 2024-10-15 01:03:23,585 - Train: 72.16% [902750/1251000] [721.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000563] [CE 4.225 (4.391)] [KD 3.382 (3.726)] 2024-10-15 01:03:31,209 - Train: 72.17% [902800/1251000] [721.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000562] [CE 4.397 (4.296)] [KD 3.587 (3.643)] 2024-10-15 01:03:38,753 - Train: 72.17% [902850/1251000] [721.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000562] [CE 4.722 (4.338)] [KD 3.847 (3.634)] 2024-10-15 01:03:46,482 - Train: 72.17% [902900/1251000] [721.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000562] [CE 4.298 (4.370)] [KD 3.493 (3.681)] 2024-10-15 01:03:54,400 - Train: 72.18% [902950/1251000] [721.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000562] [CE 4.329 (4.350)] [KD 3.700 (3.666)] 2024-10-15 01:04:02,079 - Train: 72.18% [903000/1251000] [721.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000562] [CE 4.614 (4.383)] [KD 3.724 (3.685)] 2024-10-15 01:04:09,690 - Train: 72.19% [903050/1251000] [721.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000562] [CE 4.441 (4.350)] [KD 3.731 (3.650)] 2024-10-15 01:04:17,453 - Train: 72.19% [903100/1251000] [721.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000562] [CE 4.441 (4.371)] [KD 3.871 (3.727)] 2024-10-15 01:04:24,996 - Train: 72.19% [903150/1251000] [721.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000561] [CE 4.180 (4.351)] [KD 3.686 (3.698)] 2024-10-15 01:04:32,608 - Train: 72.20% [903200/1251000] [722.0/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000561] [CE 4.469 (4.346)] [KD 3.841 (3.700)] 2024-10-15 01:04:44,153 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.155)] [top1_cnt 36340] [top5_cnt 45552] [top_all 50000] 2024-10-15 01:04:44,153 - net: 72.680 (91.104) 2024-10-15 01:04:50,141 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38111] [top5_cnt 46412] [top_all 50000] 2024-10-15 01:04:50,142 - net_E: 76.222 (92.824) 2024-10-15 01:04:50,306 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.222 (epoch: 722)] 2024-10-15 01:04:50,306 - ==> Total time: 1 day, 11:02:33 Eta: 13:29:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:05:00,605 - Train: 72.20% [903250/1251000] [722.0/1000.0] [batch_t 0.149 (0.169)] [data_t 0.003] [optim_t 0.146] [lr 0.000561] [CE 4.342 (4.349)] [KD 3.616 (3.649)] 2024-10-15 01:05:08,494 - Train: 72.21% [903300/1251000] [722.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000561] [CE 4.531 (4.403)] [KD 3.800 (3.721)] 2024-10-15 01:05:16,103 - Train: 72.21% [903350/1251000] [722.1/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000561] [CE 4.143 (4.309)] [KD 3.629 (3.629)] 2024-10-15 01:05:23,837 - Train: 72.21% [903400/1251000] [722.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000561] [CE 4.332 (4.311)] [KD 3.674 (3.649)] 2024-10-15 01:05:31,731 - Train: 72.22% [903450/1251000] [722.2/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000561] [CE 4.639 (4.292)] [KD 3.935 (3.666)] 2024-10-15 01:05:39,437 - Train: 72.22% [903500/1251000] [722.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000560] [CE 4.809 (4.312)] [KD 3.932 (3.658)] 2024-10-15 01:05:47,111 - Train: 72.23% [903550/1251000] [722.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000560] [CE 4.220 (4.296)] [KD 3.564 (3.623)] 2024-10-15 01:05:54,791 - Train: 72.23% [903600/1251000] [722.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000560] [CE 4.294 (4.333)] [KD 3.386 (3.634)] 2024-10-15 01:06:02,603 - Train: 72.23% [903650/1251000] [722.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000560] [CE 3.956 (4.371)] [KD 3.304 (3.687)] 2024-10-15 01:06:10,209 - Train: 72.24% [903700/1251000] [722.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000560] [CE 4.274 (4.354)] [KD 3.525 (3.648)] 2024-10-15 01:06:18,006 - Train: 72.24% [903750/1251000] [722.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000560] [CE 4.186 (4.314)] [KD 3.677 (3.679)] 2024-10-15 01:06:25,872 - Train: 72.25% [903800/1251000] [722.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000560] [CE 3.920 (4.359)] [KD 3.310 (3.651)] 2024-10-15 01:06:33,761 - Train: 72.25% [903850/1251000] [722.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000559] [CE 5.016 (4.294)] [KD 4.213 (3.612)] 2024-10-15 01:06:41,497 - Train: 72.25% [903900/1251000] [722.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000559] [CE 4.023 (4.269)] [KD 3.416 (3.591)] 2024-10-15 01:06:49,218 - Train: 72.26% [903950/1251000] [722.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000559] [CE 4.267 (4.312)] [KD 3.625 (3.619)] 2024-10-15 01:06:56,846 - Train: 72.26% [904000/1251000] [722.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000559] [CE 4.879 (4.317)] [KD 3.972 (3.647)] 2024-10-15 01:07:04,641 - Train: 72.27% [904050/1251000] [722.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000559] [CE 4.377 (4.242)] [KD 3.641 (3.607)] 2024-10-15 01:07:12,441 - Train: 72.27% [904100/1251000] [722.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000559] [CE 4.399 (4.289)] [KD 3.763 (3.643)] 2024-10-15 01:07:20,108 - Train: 72.27% [904150/1251000] [722.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000559] [CE 4.176 (4.359)] [KD 3.541 (3.655)] 2024-10-15 01:07:27,803 - Train: 72.28% [904200/1251000] [722.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000558] [CE 4.452 (4.331)] [KD 3.774 (3.663)] 2024-10-15 01:07:35,615 - Train: 72.28% [904250/1251000] [722.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000558] [CE 4.677 (4.336)] [KD 4.001 (3.695)] 2024-10-15 01:07:43,362 - Train: 72.29% [904300/1251000] [722.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000558] [CE 4.199 (4.285)] [KD 3.607 (3.633)] 2024-10-15 01:07:51,113 - Train: 72.29% [904350/1251000] [722.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000558] [CE 4.169 (4.345)] [KD 3.781 (3.655)] 2024-10-15 01:07:58,708 - Train: 72.29% [904400/1251000] [722.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000558] [CE 4.084 (4.324)] [KD 3.552 (3.644)] 2024-10-15 01:08:06,318 - Train: 72.30% [904450/1251000] [723.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000558] [CE 4.191 (4.327)] [KD 3.642 (3.652)] 2024-10-15 01:08:15,791 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36504] [top5_cnt 45629] [top_all 50000] 2024-10-15 01:08:15,792 - net: 73.008 (91.258) 2024-10-15 01:08:21,789 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38099] [top5_cnt 46443] [top_all 50000] 2024-10-15 01:08:21,790 - net_E: 76.198 (92.886) 2024-10-15 01:08:21,979 - Max [top1: 73.084 (epoch: 715)] [top1-ema: 76.222 (epoch: 722)] 2024-10-15 01:08:21,979 - ==> Total time: 1 day, 11:06:05 Eta: 13:26:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:08:28,518 - Train: 72.30% [904500/1251000] [723.0/1000.0] [batch_t 0.153 (0.175)] [data_t 0.003] [optim_t 0.150] [lr 0.000558] [CE 4.055 (4.254)] [KD 3.510 (3.621)] 2024-10-15 01:08:36,678 - Train: 72.31% [904550/1251000] [723.1/1000.0] [batch_t 0.150 (0.163)] [data_t 0.004] [optim_t 0.146] [lr 0.000557] [CE 4.108 (4.390)] [KD 3.473 (3.668)] 2024-10-15 01:08:44,417 - Train: 72.31% [904600/1251000] [723.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000557] [CE 4.643 (4.358)] [KD 3.959 (3.656)] 2024-10-15 01:08:52,029 - Train: 72.31% [904650/1251000] [723.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000557] [CE 4.470 (4.309)] [KD 3.710 (3.630)] 2024-10-15 01:08:59,910 - Train: 72.32% [904700/1251000] [723.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000557] [CE 3.779 (4.344)] [KD 3.542 (3.650)] 2024-10-15 01:09:07,947 - Train: 72.32% [904750/1251000] [723.2/1000.0] [batch_t 0.156 (0.161)] [data_t 0.004] [optim_t 0.152] [lr 0.000557] [CE 4.347 (4.279)] [KD 3.826 (3.651)] 2024-10-15 01:09:15,604 - Train: 72.33% [904800/1251000] [723.3/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000557] [CE 4.373 (4.377)] [KD 3.753 (3.676)] 2024-10-15 01:09:23,417 - Train: 72.33% [904850/1251000] [723.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000557] [CE 4.088 (4.400)] [KD 3.456 (3.709)] 2024-10-15 01:09:31,219 - Train: 72.33% [904900/1251000] [723.3/1000.0] [batch_t 0.161 (0.156)] [data_t 0.003] [optim_t 0.158] [lr 0.000556] [CE 4.720 (4.383)] [KD 4.047 (3.717)] 2024-10-15 01:09:39,153 - Train: 72.34% [904950/1251000] [723.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000556] [CE 4.488 (4.330)] [KD 3.895 (3.647)] 2024-10-15 01:09:46,769 - Train: 72.34% [905000/1251000] [723.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000556] [CE 4.247 (4.346)] [KD 3.652 (3.655)] 2024-10-15 01:09:54,631 - Train: 72.35% [905050/1251000] [723.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000556] [CE 3.981 (4.252)] [KD 3.455 (3.550)] 2024-10-15 01:10:02,373 - Train: 72.35% [905100/1251000] [723.5/1000.0] [batch_t 0.164 (0.155)] [data_t 0.003] [optim_t 0.161] [lr 0.000556] [CE 4.314 (4.343)] [KD 3.766 (3.639)] 2024-10-15 01:10:10,371 - Train: 72.35% [905150/1251000] [723.5/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000556] [CE 3.840 (4.305)] [KD 3.645 (3.633)] 2024-10-15 01:10:18,042 - Train: 72.36% [905200/1251000] [723.6/1000.0] [batch_t 0.159 (0.153)] [data_t 0.005] [optim_t 0.154] [lr 0.000556] [CE 4.493 (4.385)] [KD 3.861 (3.695)] 2024-10-15 01:10:25,682 - Train: 72.36% [905250/1251000] [723.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000555] [CE 4.313 (4.336)] [KD 3.716 (3.656)] 2024-10-15 01:10:33,445 - Train: 72.37% [905300/1251000] [723.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000555] [CE 4.226 (4.324)] [KD 3.483 (3.664)] 2024-10-15 01:10:41,271 - Train: 72.37% [905350/1251000] [723.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000555] [CE 4.696 (4.394)] [KD 3.924 (3.661)] 2024-10-15 01:10:49,012 - Train: 72.37% [905400/1251000] [723.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000555] [CE 4.273 (4.264)] [KD 3.553 (3.594)] 2024-10-15 01:10:57,007 - Train: 72.38% [905450/1251000] [723.8/1000.0] [batch_t 0.151 (0.160)] [data_t 0.006] [optim_t 0.146] [lr 0.000555] [CE 4.549 (4.392)] [KD 3.770 (3.702)] 2024-10-15 01:11:04,628 - Train: 72.38% [905500/1251000] [723.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000555] [CE 3.937 (4.347)] [KD 3.574 (3.703)] 2024-10-15 01:11:12,309 - Train: 72.39% [905550/1251000] [723.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000555] [CE 4.340 (4.277)] [KD 3.628 (3.646)] 2024-10-15 01:11:20,136 - Train: 72.39% [905600/1251000] [723.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000554] [CE 4.155 (4.320)] [KD 3.712 (3.638)] 2024-10-15 01:11:27,710 - Train: 72.39% [905650/1251000] [723.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000554] [CE 4.532 (4.302)] [KD 3.880 (3.619)] 2024-10-15 01:11:35,350 - Train: 72.40% [905700/1251000] [724.0/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000554] [CE 4.396 (4.357)] [KD 3.618 (3.682)] 2024-10-15 01:11:44,671 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36701] [top5_cnt 45759] [top_all 50000] 2024-10-15 01:11:44,672 - net: 73.402 (91.518) 2024-10-15 01:11:50,469 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.103)] [top1_cnt 38093] [top5_cnt 46434] [top_all 50000] 2024-10-15 01:11:50,470 - net_E: 76.186 (92.868) 2024-10-15 01:11:50,642 - Max [top1: 73.402 (epoch: 724)] [top1-ema: 76.222 (epoch: 722)] 2024-10-15 01:11:50,643 - ==> Total time: 1 day, 11:09:33 Eta: 13:24:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:12:01,090 - Train: 72.40% [905750/1251000] [724.0/1000.0] [batch_t 0.157 (0.183)] [data_t 0.005] [optim_t 0.152] [lr 0.000554] [CE 4.443 (4.286)] [KD 3.775 (3.607)] 2024-10-15 01:12:09,050 - Train: 72.41% [905800/1251000] [724.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000554] [CE 4.119 (4.407)] [KD 3.608 (3.724)] 2024-10-15 01:12:17,051 - Train: 72.41% [905850/1251000] [724.1/1000.0] [batch_t 0.168 (0.160)] [data_t 0.005] [optim_t 0.163] [lr 0.000554] [CE 4.687 (4.359)] [KD 3.769 (3.671)] 2024-10-15 01:12:25,138 - Train: 72.41% [905900/1251000] [724.1/1000.0] [batch_t 0.155 (0.162)] [data_t 0.003] [optim_t 0.152] [lr 0.000554] [CE 4.674 (4.367)] [KD 3.878 (3.705)] 2024-10-15 01:12:32,831 - Train: 72.42% [905950/1251000] [724.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000553] [CE 4.572 (4.370)] [KD 3.695 (3.670)] 2024-10-15 01:12:40,498 - Train: 72.42% [906000/1251000] [724.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000553] [CE 4.048 (4.312)] [KD 3.738 (3.668)] 2024-10-15 01:12:48,296 - Train: 72.43% [906050/1251000] [724.3/1000.0] [batch_t 0.160 (0.156)] [data_t 0.005] [optim_t 0.155] [lr 0.000553] [CE 4.481 (4.280)] [KD 3.661 (3.613)] 2024-10-15 01:12:56,070 - Train: 72.43% [906100/1251000] [724.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000553] [CE 4.173 (4.293)] [KD 3.444 (3.619)] 2024-10-15 01:13:03,937 - Train: 72.43% [906150/1251000] [724.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000553] [CE 4.532 (4.328)] [KD 3.817 (3.636)] 2024-10-15 01:13:11,897 - Train: 72.44% [906200/1251000] [724.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000553] [CE 4.469 (4.284)] [KD 3.732 (3.626)] 2024-10-15 01:13:19,615 - Train: 72.44% [906250/1251000] [724.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000553] [CE 4.060 (4.372)] [KD 3.587 (3.639)] 2024-10-15 01:13:27,175 - Train: 72.45% [906300/1251000] [724.5/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000552] [CE 4.006 (4.248)] [KD 3.474 (3.620)] 2024-10-15 01:13:35,010 - Train: 72.45% [906350/1251000] [724.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000552] [CE 4.283 (4.345)] [KD 3.798 (3.655)] 2024-10-15 01:13:42,588 - Train: 72.45% [906400/1251000] [724.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000552] [CE 4.120 (4.220)] [KD 3.326 (3.585)] 2024-10-15 01:13:50,328 - Train: 72.46% [906450/1251000] [724.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000552] [CE 4.653 (4.363)] [KD 3.818 (3.694)] 2024-10-15 01:13:58,061 - Train: 72.46% [906500/1251000] [724.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000552] [CE 4.448 (4.323)] [KD 3.684 (3.628)] 2024-10-15 01:14:05,859 - Train: 72.47% [906550/1251000] [724.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000552] [CE 4.431 (4.274)] [KD 3.929 (3.632)] 2024-10-15 01:14:13,695 - Train: 72.47% [906600/1251000] [724.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000552] [CE 4.273 (4.301)] [KD 3.696 (3.603)] 2024-10-15 01:14:21,374 - Train: 72.47% [906650/1251000] [724.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000551] [CE 4.282 (4.367)] [KD 3.541 (3.649)] 2024-10-15 01:14:29,176 - Train: 72.48% [906700/1251000] [724.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000551] [CE 4.050 (4.326)] [KD 3.629 (3.605)] 2024-10-15 01:14:36,950 - Train: 72.48% [906750/1251000] [724.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000551] [CE 3.975 (4.325)] [KD 3.323 (3.670)] 2024-10-15 01:14:44,528 - Train: 72.49% [906800/1251000] [724.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000551] [CE 3.572 (4.229)] [KD 3.171 (3.571)] 2024-10-15 01:14:52,119 - Train: 72.49% [906850/1251000] [724.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000551] [CE 3.661 (4.373)] [KD 3.283 (3.687)] 2024-10-15 01:14:59,855 - Train: 72.49% [906900/1251000] [724.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000551] [CE 4.074 (4.212)] [KD 3.568 (3.569)] 2024-10-15 01:15:07,670 - Train: 72.50% [906950/1251000] [725.0/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.000551] [CE 4.106 (4.394)] [KD 3.463 (3.688)] 2024-10-15 01:15:17,130 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36436] [top5_cnt 45517] [top_all 50000] 2024-10-15 01:15:17,130 - net: 72.872 (91.034) 2024-10-15 01:15:22,946 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38087] [top5_cnt 46432] [top_all 50000] 2024-10-15 01:15:22,946 - net_E: 76.174 (92.864) 2024-10-15 01:15:23,110 - Max [top1: 73.402 (epoch: 724)] [top1-ema: 76.222 (epoch: 722)] 2024-10-15 01:15:23,110 - ==> Total time: 1 day, 11:13:06 Eta: 13:21:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:15:29,686 - Train: 72.50% [907000/1251000] [725.0/1000.0] [batch_t 0.150 (0.183)] [data_t 0.004] [optim_t 0.147] [lr 0.000551] [CE 4.062 (4.281)] [KD 3.558 (3.574)] 2024-10-15 01:15:37,598 - Train: 72.51% [907050/1251000] [725.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000550] [CE 4.313 (4.353)] [KD 3.707 (3.608)] 2024-10-15 01:15:45,487 - Train: 72.51% [907100/1251000] [725.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000550] [CE 4.092 (4.279)] [KD 3.287 (3.588)] 2024-10-15 01:15:53,121 - Train: 72.51% [907150/1251000] [725.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000550] [CE 3.697 (4.324)] [KD 3.389 (3.631)] 2024-10-15 01:16:00,782 - Train: 72.52% [907200/1251000] [725.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000550] [CE 4.562 (4.314)] [KD 3.916 (3.597)] 2024-10-15 01:16:08,690 - Train: 72.52% [907250/1251000] [725.2/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000550] [CE 4.640 (4.328)] [KD 4.001 (3.641)] 2024-10-15 01:16:16,393 - Train: 72.53% [907300/1251000] [725.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000550] [CE 4.413 (4.330)] [KD 3.691 (3.633)] 2024-10-15 01:16:24,204 - Train: 72.53% [907350/1251000] [725.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000550] [CE 4.550 (4.343)] [KD 3.775 (3.635)] 2024-10-15 01:16:31,765 - Train: 72.53% [907400/1251000] [725.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000549] [CE 4.672 (4.332)] [KD 3.656 (3.644)] 2024-10-15 01:16:39,450 - Train: 72.54% [907450/1251000] [725.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000549] [CE 4.584 (4.418)] [KD 3.779 (3.703)] 2024-10-15 01:16:47,276 - Train: 72.54% [907500/1251000] [725.4/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000549] [CE 4.249 (4.372)] [KD 3.517 (3.613)] 2024-10-15 01:16:54,991 - Train: 72.55% [907550/1251000] [725.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000549] [CE 4.135 (4.330)] [KD 3.375 (3.621)] 2024-10-15 01:17:02,538 - Train: 72.55% [907600/1251000] [725.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000549] [CE 4.734 (4.310)] [KD 3.835 (3.624)] 2024-10-15 01:17:10,352 - Train: 72.55% [907650/1251000] [725.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000549] [CE 3.902 (4.302)] [KD 3.137 (3.604)] 2024-10-15 01:17:18,059 - Train: 72.56% [907700/1251000] [725.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000549] [CE 3.903 (4.360)] [KD 3.618 (3.654)] 2024-10-15 01:17:25,743 - Train: 72.56% [907750/1251000] [725.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.000548] [CE 3.649 (4.313)] [KD 3.137 (3.622)] 2024-10-15 01:17:33,478 - Train: 72.57% [907800/1251000] [725.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000548] [CE 4.895 (4.360)] [KD 4.022 (3.644)] 2024-10-15 01:17:41,117 - Train: 72.57% [907850/1251000] [725.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000548] [CE 3.485 (4.268)] [KD 3.364 (3.600)] 2024-10-15 01:17:48,976 - Train: 72.57% [907900/1251000] [725.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000548] [CE 4.056 (4.303)] [KD 3.474 (3.641)] 2024-10-15 01:17:56,829 - Train: 72.58% [907950/1251000] [725.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000548] [CE 4.637 (4.302)] [KD 3.678 (3.587)] 2024-10-15 01:18:04,502 - Train: 72.58% [908000/1251000] [725.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000548] [CE 4.323 (4.396)] [KD 3.608 (3.718)] 2024-10-15 01:18:12,264 - Train: 72.59% [908050/1251000] [725.9/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000548] [CE 4.178 (4.378)] [KD 3.576 (3.706)] 2024-10-15 01:18:20,032 - Train: 72.59% [908100/1251000] [725.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000547] [CE 4.509 (4.258)] [KD 3.708 (3.588)] 2024-10-15 01:18:27,770 - Train: 72.59% [908150/1251000] [725.9/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000547] [CE 4.454 (4.264)] [KD 4.065 (3.641)] 2024-10-15 01:18:35,443 - Train: 72.60% [908200/1251000] [726.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000547] [CE 4.403 (4.373)] [KD 3.737 (3.651)] 2024-10-15 01:18:45,114 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36790] [top5_cnt 45690] [top_all 50000] 2024-10-15 01:18:45,114 - net: 73.580 (91.380) 2024-10-15 01:18:50,991 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 38122] [top5_cnt 46426] [top_all 50000] 2024-10-15 01:18:50,991 - net_E: 76.244 (92.852) 2024-10-15 01:18:51,152 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.244 (epoch: 726)] 2024-10-15 01:18:51,153 - ==> Total time: 1 day, 11:16:34 Eta: 13:18:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:19:02,804 - Train: 72.60% [908250/1251000] [726.0/1000.0] [batch_t 0.153 (0.171)] [data_t 0.005] [optim_t 0.148] [lr 0.000547] [CE 4.198 (4.243)] [KD 3.220 (3.581)] 2024-10-15 01:19:10,654 - Train: 72.61% [908300/1251000] [726.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000547] [CE 4.053 (4.387)] [KD 3.490 (3.654)] 2024-10-15 01:19:18,368 - Train: 72.61% [908350/1251000] [726.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000547] [CE 4.526 (4.273)] [KD 3.733 (3.606)] 2024-10-15 01:19:26,083 - Train: 72.61% [908400/1251000] [726.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000547] [CE 4.048 (4.280)] [KD 3.492 (3.543)] 2024-10-15 01:19:33,830 - Train: 72.62% [908450/1251000] [726.2/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000546] [CE 4.125 (4.298)] [KD 3.606 (3.651)] 2024-10-15 01:19:41,470 - Train: 72.62% [908500/1251000] [726.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000546] [CE 4.293 (4.329)] [KD 3.918 (3.660)] 2024-10-15 01:19:49,226 - Train: 72.63% [908550/1251000] [726.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000546] [CE 3.991 (4.356)] [KD 3.492 (3.652)] 2024-10-15 01:19:57,159 - Train: 72.63% [908600/1251000] [726.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.000546] [CE 4.598 (4.327)] [KD 3.837 (3.593)] 2024-10-15 01:20:05,064 - Train: 72.63% [908650/1251000] [726.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000546] [CE 4.418 (4.279)] [KD 3.620 (3.568)] 2024-10-15 01:20:12,701 - Train: 72.64% [908700/1251000] [726.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000546] [CE 4.247 (4.318)] [KD 3.801 (3.636)] 2024-10-15 01:20:20,465 - Train: 72.64% [908750/1251000] [726.4/1000.0] [batch_t 0.160 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000546] [CE 4.603 (4.249)] [KD 3.724 (3.627)] 2024-10-15 01:20:28,344 - Train: 72.65% [908800/1251000] [726.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000545] [CE 4.046 (4.250)] [KD 3.662 (3.621)] 2024-10-15 01:20:36,167 - Train: 72.65% [908850/1251000] [726.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000545] [CE 4.162 (4.347)] [KD 3.616 (3.647)] 2024-10-15 01:20:44,015 - Train: 72.65% [908900/1251000] [726.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000545] [CE 4.023 (4.221)] [KD 3.641 (3.545)] 2024-10-15 01:20:51,680 - Train: 72.66% [908950/1251000] [726.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000545] [CE 4.376 (4.323)] [KD 3.637 (3.651)] 2024-10-15 01:20:59,326 - Train: 72.66% [909000/1251000] [726.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000545] [CE 4.585 (4.341)] [KD 3.693 (3.650)] 2024-10-15 01:21:07,253 - Train: 72.67% [909050/1251000] [726.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000545] [CE 3.633 (4.392)] [KD 3.170 (3.654)] 2024-10-15 01:21:15,054 - Train: 72.67% [909100/1251000] [726.7/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000545] [CE 4.188 (4.277)] [KD 3.790 (3.575)] 2024-10-15 01:21:22,906 - Train: 72.67% [909150/1251000] [726.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000544] [CE 4.020 (4.313)] [KD 3.575 (3.623)] 2024-10-15 01:21:30,600 - Train: 72.68% [909200/1251000] [726.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000544] [CE 4.542 (4.366)] [KD 3.820 (3.679)] 2024-10-15 01:21:38,483 - Train: 72.68% [909250/1251000] [726.8/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000544] [CE 4.741 (4.275)] [KD 3.888 (3.589)] 2024-10-15 01:21:46,147 - Train: 72.69% [909300/1251000] [726.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000544] [CE 3.929 (4.330)] [KD 3.335 (3.635)] 2024-10-15 01:21:53,786 - Train: 72.69% [909350/1251000] [726.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000544] [CE 4.200 (4.243)] [KD 3.768 (3.620)] 2024-10-15 01:22:01,435 - Train: 72.69% [909400/1251000] [726.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000544] [CE 4.575 (4.352)] [KD 3.919 (3.654)] 2024-10-15 01:22:09,338 - Train: 72.70% [909450/1251000] [727.0/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000544] [CE 4.618 (4.371)] [KD 3.761 (3.654)] 2024-10-15 01:22:19,347 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36480] [top5_cnt 45696] [top_all 50000] 2024-10-15 01:22:19,348 - net: 72.960 (91.392) 2024-10-15 01:22:25,189 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38134] [top5_cnt 46427] [top_all 50000] 2024-10-15 01:22:25,190 - net_E: 76.268 (92.854) 2024-10-15 01:22:25,337 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.268 (epoch: 727)] 2024-10-15 01:22:25,338 - ==> Total time: 1 day, 11:20:08 Eta: 13:16:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:22:38,651 - Train: 72.70% [909500/1251000] [727.0/1000.0] [batch_t 0.153 (0.185)] [data_t 0.003] [optim_t 0.150] [lr 0.000543] [CE 4.874 (4.371)] [KD 3.843 (3.674)] 2024-10-15 01:22:46,218 - Train: 72.71% [909550/1251000] [727.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000543] [CE 4.559 (4.376)] [KD 3.770 (3.644)] 2024-10-15 01:22:53,976 - Train: 72.71% [909600/1251000] [727.1/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000543] [CE 4.063 (4.307)] [KD 3.315 (3.605)] 2024-10-15 01:23:01,601 - Train: 72.71% [909650/1251000] [727.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000543] [CE 3.933 (4.305)] [KD 3.459 (3.612)] 2024-10-15 01:23:09,243 - Train: 72.72% [909700/1251000] [727.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000543] [CE 4.892 (4.320)] [KD 3.946 (3.624)] 2024-10-15 01:23:17,019 - Train: 72.72% [909750/1251000] [727.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000543] [CE 4.331 (4.312)] [KD 3.743 (3.643)] 2024-10-15 01:23:24,611 - Train: 72.73% [909800/1251000] [727.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000543] [CE 3.855 (4.305)] [KD 3.388 (3.617)] 2024-10-15 01:23:32,368 - Train: 72.73% [909850/1251000] [727.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000542] [CE 4.327 (4.339)] [KD 3.537 (3.619)] 2024-10-15 01:23:40,515 - Train: 72.73% [909900/1251000] [727.3/1000.0] [batch_t 0.155 (0.163)] [data_t 0.005] [optim_t 0.150] [lr 0.000542] [CE 4.700 (4.326)] [KD 3.861 (3.657)] 2024-10-15 01:23:48,298 - Train: 72.74% [909950/1251000] [727.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000542] [CE 4.289 (4.258)] [KD 3.532 (3.592)] 2024-10-15 01:23:55,910 - Train: 72.74% [910000/1251000] [727.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000542] [CE 4.148 (4.282)] [KD 3.509 (3.601)] 2024-10-15 01:24:03,648 - Train: 72.75% [910050/1251000] [727.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000542] [CE 4.526 (4.359)] [KD 3.920 (3.655)] 2024-10-15 01:24:11,259 - Train: 72.75% [910100/1251000] [727.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000542] [CE 4.376 (4.353)] [KD 3.738 (3.640)] 2024-10-15 01:24:18,870 - Train: 72.75% [910150/1251000] [727.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000542] [CE 3.815 (4.300)] [KD 3.392 (3.617)] 2024-10-15 01:24:26,729 - Train: 72.76% [910200/1251000] [727.6/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000541] [CE 4.505 (4.304)] [KD 3.768 (3.603)] 2024-10-15 01:24:34,586 - Train: 72.76% [910250/1251000] [727.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000541] [CE 4.145 (4.435)] [KD 3.579 (3.676)] 2024-10-15 01:24:42,446 - Train: 72.77% [910300/1251000] [727.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000541] [CE 4.656 (4.370)] [KD 3.884 (3.645)] 2024-10-15 01:24:50,237 - Train: 72.77% [910350/1251000] [727.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000541] [CE 4.273 (4.303)] [KD 3.276 (3.606)] 2024-10-15 01:24:57,824 - Train: 72.77% [910400/1251000] [727.7/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000541] [CE 4.346 (4.358)] [KD 3.733 (3.636)] 2024-10-15 01:25:05,480 - Train: 72.78% [910450/1251000] [727.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000541] [CE 4.309 (4.275)] [KD 3.864 (3.608)] 2024-10-15 01:25:13,131 - Train: 72.78% [910500/1251000] [727.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000541] [CE 4.416 (4.400)] [KD 3.991 (3.691)] 2024-10-15 01:25:20,871 - Train: 72.79% [910550/1251000] [727.9/1000.0] [batch_t 0.161 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000540] [CE 4.317 (4.392)] [KD 3.544 (3.697)] 2024-10-15 01:25:28,692 - Train: 72.79% [910600/1251000] [727.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000540] [CE 4.679 (4.318)] [KD 3.764 (3.631)] 2024-10-15 01:25:36,595 - Train: 72.79% [910650/1251000] [727.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000540] [CE 3.919 (4.338)] [KD 3.410 (3.619)] 2024-10-15 01:25:44,220 - Train: 72.80% [910700/1251000] [728.0/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000540] [CE 3.627 (4.317)] [KD 3.331 (3.637)] 2024-10-15 01:25:54,388 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 36567] [top5_cnt 45688] [top_all 50000] 2024-10-15 01:25:54,388 - net: 73.134 (91.376) 2024-10-15 01:26:00,261 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38161] [top5_cnt 46433] [top_all 50000] 2024-10-15 01:26:00,261 - net_E: 76.322 (92.866) 2024-10-15 01:26:00,408 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.322 (epoch: 728)] 2024-10-15 01:26:00,409 - ==> Total time: 1 day, 11:23:43 Eta: 13:13:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:26:15,924 - Train: 72.80% [910750/1251000] [728.0/1000.0] [batch_t 0.151 (0.180)] [data_t 0.003] [optim_t 0.147] [lr 0.000540] [CE 4.612 (4.288)] [KD 3.833 (3.602)] 2024-10-15 01:26:23,632 - Train: 72.81% [910800/1251000] [728.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000540] [CE 4.155 (4.388)] [KD 3.735 (3.604)] 2024-10-15 01:26:31,360 - Train: 72.81% [910850/1251000] [728.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000540] [CE 3.811 (4.285)] [KD 3.425 (3.612)] 2024-10-15 01:26:38,929 - Train: 72.81% [910900/1251000] [728.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000539] [CE 4.859 (4.249)] [KD 3.768 (3.573)] 2024-10-15 01:26:46,649 - Train: 72.82% [910950/1251000] [728.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000539] [CE 4.671 (4.343)] [KD 3.847 (3.624)] 2024-10-15 01:26:54,458 - Train: 72.82% [911000/1251000] [728.2/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.154] [lr 0.000539] [CE 4.526 (4.385)] [KD 3.824 (3.648)] 2024-10-15 01:27:02,301 - Train: 72.83% [911050/1251000] [728.3/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000539] [CE 4.507 (4.380)] [KD 3.738 (3.638)] 2024-10-15 01:27:10,237 - Train: 72.83% [911100/1251000] [728.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000539] [CE 4.669 (4.388)] [KD 3.680 (3.631)] 2024-10-15 01:27:17,993 - Train: 72.83% [911150/1251000] [728.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000539] [CE 4.068 (4.295)] [KD 3.319 (3.599)] 2024-10-15 01:27:25,653 - Train: 72.84% [911200/1251000] [728.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000539] [CE 4.503 (4.364)] [KD 3.597 (3.600)] 2024-10-15 01:27:33,308 - Train: 72.84% [911250/1251000] [728.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000539] [CE 4.258 (4.377)] [KD 3.481 (3.648)] 2024-10-15 01:27:41,333 - Train: 72.85% [911300/1251000] [728.5/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000538] [CE 3.884 (4.332)] [KD 3.546 (3.651)] 2024-10-15 01:27:49,046 - Train: 72.85% [911350/1251000] [728.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000538] [CE 4.393 (4.349)] [KD 3.469 (3.641)] 2024-10-15 01:27:56,792 - Train: 72.85% [911400/1251000] [728.5/1000.0] [batch_t 0.291 (0.155)] [data_t 0.003] [optim_t 0.289] [lr 0.000538] [CE 4.492 (4.289)] [KD 3.683 (3.620)] 2024-10-15 01:28:04,443 - Train: 72.86% [911450/1251000] [728.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000538] [CE 4.460 (4.318)] [KD 3.615 (3.584)] 2024-10-15 01:28:12,254 - Train: 72.86% [911500/1251000] [728.6/1000.0] [batch_t 0.157 (0.156)] [data_t 0.007] [optim_t 0.150] [lr 0.000538] [CE 4.034 (4.310)] [KD 3.564 (3.621)] 2024-10-15 01:28:20,144 - Train: 72.87% [911550/1251000] [728.7/1000.0] [batch_t 0.269 (0.158)] [data_t 0.004] [optim_t 0.265] [lr 0.000538] [CE 3.557 (4.329)] [KD 3.133 (3.670)] 2024-10-15 01:28:28,018 - Train: 72.87% [911600/1251000] [728.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000538] [CE 4.053 (4.336)] [KD 3.478 (3.681)] 2024-10-15 01:28:35,679 - Train: 72.87% [911650/1251000] [728.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000537] [CE 4.553 (4.305)] [KD 3.835 (3.600)] 2024-10-15 01:28:43,505 - Train: 72.88% [911700/1251000] [728.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000537] [CE 4.171 (4.353)] [KD 3.579 (3.647)] 2024-10-15 01:28:51,280 - Train: 72.88% [911750/1251000] [728.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000537] [CE 3.721 (4.235)] [KD 3.443 (3.594)] 2024-10-15 01:28:58,930 - Train: 72.89% [911800/1251000] [728.9/1000.0] [batch_t 0.160 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.000537] [CE 4.507 (4.331)] [KD 3.642 (3.625)] 2024-10-15 01:29:06,709 - Train: 72.89% [911850/1251000] [728.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000537] [CE 4.869 (4.319)] [KD 4.029 (3.627)] 2024-10-15 01:29:14,765 - Train: 72.89% [911900/1251000] [728.9/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000537] [CE 4.113 (4.362)] [KD 3.457 (3.644)] 2024-10-15 01:29:22,583 - Train: 72.90% [911950/1251000] [729.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000537] [CE 4.399 (4.358)] [KD 3.835 (3.645)] 2024-10-15 01:29:32,935 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36628] [top5_cnt 45621] [top_all 50000] 2024-10-15 01:29:32,936 - net: 73.256 (91.242) 2024-10-15 01:29:38,884 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38155] [top5_cnt 46439] [top_all 50000] 2024-10-15 01:29:38,885 - net_E: 76.310 (92.878) 2024-10-15 01:29:39,061 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.322 (epoch: 728)] 2024-10-15 01:29:39,062 - ==> Total time: 1 day, 11:27:22 Eta: 13:10:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:29:44,441 - Train: 72.90% [912000/1251000] [729.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.005] [optim_t 0.145] [lr 0.000536] [CE 4.428 (4.310)] [KD 3.668 (3.665)] 2024-10-15 01:29:52,027 - Train: 72.91% [912050/1251000] [729.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000536] [CE 4.309 (4.411)] [KD 3.574 (3.653)] 2024-10-15 01:29:59,805 - Train: 72.91% [912100/1251000] [729.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000536] [CE 4.614 (4.329)] [KD 4.065 (3.629)] 2024-10-15 01:30:07,660 - Train: 72.91% [912150/1251000] [729.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000536] [CE 4.630 (4.299)] [KD 4.032 (3.592)] 2024-10-15 01:30:15,294 - Train: 72.92% [912200/1251000] [729.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000536] [CE 4.426 (4.254)] [KD 3.754 (3.579)] 2024-10-15 01:30:23,595 - Train: 72.92% [912250/1251000] [729.2/1000.0] [batch_t 0.155 (0.166)] [data_t 0.004] [optim_t 0.151] [lr 0.000536] [CE 4.449 (4.303)] [KD 3.736 (3.578)] 2024-10-15 01:30:31,229 - Train: 72.93% [912300/1251000] [729.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000536] [CE 3.519 (4.362)] [KD 3.269 (3.618)] 2024-10-15 01:30:39,005 - Train: 72.93% [912350/1251000] [729.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000535] [CE 4.212 (4.362)] [KD 3.481 (3.645)] 2024-10-15 01:30:46,941 - Train: 72.93% [912400/1251000] [729.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000535] [CE 3.544 (4.312)] [KD 3.322 (3.600)] 2024-10-15 01:30:54,530 - Train: 72.94% [912450/1251000] [729.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000535] [CE 4.518 (4.337)] [KD 3.798 (3.620)] 2024-10-15 01:31:02,349 - Train: 72.94% [912500/1251000] [729.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000535] [CE 3.924 (4.305)] [KD 3.327 (3.626)] 2024-10-15 01:31:10,190 - Train: 72.95% [912550/1251000] [729.5/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.000535] [CE 4.668 (4.257)] [KD 3.863 (3.605)] 2024-10-15 01:31:17,882 - Train: 72.95% [912600/1251000] [729.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000535] [CE 4.494 (4.355)] [KD 3.552 (3.575)] 2024-10-15 01:31:25,722 - Train: 72.95% [912650/1251000] [729.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000535] [CE 4.463 (4.274)] [KD 3.550 (3.588)] 2024-10-15 01:31:33,726 - Train: 72.96% [912700/1251000] [729.6/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000534] [CE 4.383 (4.322)] [KD 3.524 (3.618)] 2024-10-15 01:31:41,466 - Train: 72.96% [912750/1251000] [729.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000534] [CE 4.326 (4.329)] [KD 3.579 (3.621)] 2024-10-15 01:31:49,245 - Train: 72.97% [912800/1251000] [729.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000534] [CE 4.389 (4.298)] [KD 3.576 (3.600)] 2024-10-15 01:31:56,853 - Train: 72.97% [912850/1251000] [729.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000534] [CE 4.839 (4.376)] [KD 4.109 (3.623)] 2024-10-15 01:32:04,624 - Train: 72.97% [912900/1251000] [729.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.000534] [CE 4.563 (4.361)] [KD 3.406 (3.668)] 2024-10-15 01:32:12,395 - Train: 72.98% [912950/1251000] [729.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000534] [CE 3.890 (4.262)] [KD 3.449 (3.569)] 2024-10-15 01:32:20,145 - Train: 72.98% [913000/1251000] [729.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000534] [CE 4.430 (4.334)] [KD 3.587 (3.617)] 2024-10-15 01:32:27,908 - Train: 72.99% [913050/1251000] [729.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000533] [CE 4.456 (4.347)] [KD 3.869 (3.647)] 2024-10-15 01:32:36,029 - Train: 72.99% [913100/1251000] [729.9/1000.0] [batch_t 0.148 (0.162)] [data_t 0.004] [optim_t 0.144] [lr 0.000533] [CE 4.301 (4.337)] [KD 3.664 (3.633)] 2024-10-15 01:32:43,621 - Train: 72.99% [913150/1251000] [729.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000533] [CE 4.276 (4.355)] [KD 3.709 (3.635)] 2024-10-15 01:32:51,232 - Train: 73.00% [913200/1251000] [730.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000533] [CE 4.450 (4.317)] [KD 3.624 (3.635)] 2024-10-15 01:33:01,544 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 36733] [top5_cnt 45756] [top_all 50000] 2024-10-15 01:33:01,544 - net: 73.466 (91.512) 2024-10-15 01:33:07,383 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.104)] [top1_cnt 38142] [top5_cnt 46452] [top_all 50000] 2024-10-15 01:33:07,383 - net_E: 76.284 (92.904) 2024-10-15 01:33:07,578 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.322 (epoch: 728)] 2024-10-15 01:33:07,578 - ==> Total time: 1 day, 11:30:50 Eta: 13:08:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:33:13,195 - Train: 73.00% [913250/1251000] [730.0/1000.0] [batch_t 0.152 (0.180)] [data_t 0.005] [optim_t 0.147] [lr 0.000533] [CE 4.371 (4.339)] [KD 3.832 (3.614)] 2024-10-15 01:33:20,814 - Train: 73.01% [913300/1251000] [730.1/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000533] [CE 4.471 (4.384)] [KD 3.706 (3.639)] 2024-10-15 01:33:28,675 - Train: 73.01% [913350/1251000] [730.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000533] [CE 4.320 (4.359)] [KD 3.648 (3.641)] 2024-10-15 01:33:36,395 - Train: 73.01% [913400/1251000] [730.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000532] [CE 4.095 (4.326)] [KD 3.374 (3.618)] 2024-10-15 01:33:44,153 - Train: 73.02% [913450/1251000] [730.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000532] [CE 3.886 (4.252)] [KD 3.256 (3.580)] 2024-10-15 01:33:52,122 - Train: 73.02% [913500/1251000] [730.2/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000532] [CE 4.195 (4.350)] [KD 3.379 (3.603)] 2024-10-15 01:33:59,781 - Train: 73.03% [913550/1251000] [730.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000532] [CE 4.362 (4.311)] [KD 3.561 (3.615)] 2024-10-15 01:34:07,362 - Train: 73.03% [913600/1251000] [730.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000532] [CE 3.732 (4.332)] [KD 3.302 (3.614)] 2024-10-15 01:34:14,936 - Train: 73.03% [913650/1251000] [730.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.006] [optim_t 0.150] [lr 0.000532] [CE 4.057 (4.316)] [KD 3.576 (3.601)] 2024-10-15 01:34:22,575 - Train: 73.04% [913700/1251000] [730.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000532] [CE 3.930 (4.234)] [KD 3.520 (3.564)] 2024-10-15 01:34:30,477 - Train: 73.04% [913750/1251000] [730.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000532] [CE 4.162 (4.356)] [KD 3.328 (3.633)] 2024-10-15 01:34:38,181 - Train: 73.05% [913800/1251000] [730.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000531] [CE 4.102 (4.312)] [KD 3.322 (3.598)] 2024-10-15 01:34:46,141 - Train: 73.05% [913850/1251000] [730.5/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000531] [CE 4.661 (4.330)] [KD 3.710 (3.593)] 2024-10-15 01:34:53,753 - Train: 73.05% [913900/1251000] [730.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000531] [CE 4.548 (4.264)] [KD 3.582 (3.578)] 2024-10-15 01:35:01,572 - Train: 73.06% [913950/1251000] [730.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000531] [CE 4.064 (4.322)] [KD 3.741 (3.617)] 2024-10-15 01:35:09,270 - Train: 73.06% [914000/1251000] [730.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000531] [CE 4.539 (4.321)] [KD 3.932 (3.626)] 2024-10-15 01:35:16,935 - Train: 73.07% [914050/1251000] [730.7/1000.0] [batch_t 0.168 (0.153)] [data_t 0.005] [optim_t 0.163] [lr 0.000531] [CE 3.961 (4.329)] [KD 3.289 (3.619)] 2024-10-15 01:35:24,764 - Train: 73.07% [914100/1251000] [730.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000531] [CE 4.557 (4.310)] [KD 3.590 (3.610)] 2024-10-15 01:35:32,367 - Train: 73.07% [914150/1251000] [730.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000530] [CE 4.085 (4.248)] [KD 3.617 (3.601)] 2024-10-15 01:35:40,257 - Train: 73.08% [914200/1251000] [730.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000530] [CE 4.416 (4.304)] [KD 3.701 (3.630)] 2024-10-15 01:35:47,994 - Train: 73.08% [914250/1251000] [730.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000530] [CE 3.484 (4.349)] [KD 3.140 (3.615)] 2024-10-15 01:35:55,706 - Train: 73.09% [914300/1251000] [730.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000530] [CE 4.244 (4.315)] [KD 3.639 (3.645)] 2024-10-15 01:36:03,581 - Train: 73.09% [914350/1251000] [730.9/1000.0] [batch_t 0.154 (0.157)] [data_t 0.002] [optim_t 0.151] [lr 0.000530] [CE 3.653 (4.388)] [KD 3.215 (3.673)] 2024-10-15 01:36:11,392 - Train: 73.09% [914400/1251000] [730.9/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000530] [CE 4.514 (4.296)] [KD 3.641 (3.605)] 2024-10-15 01:36:19,274 - Train: 73.10% [914450/1251000] [731.0/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000530] [CE 4.272 (4.318)] [KD 3.469 (3.591)] 2024-10-15 01:36:29,606 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 36440] [top5_cnt 45522] [top_all 50000] 2024-10-15 01:36:29,607 - net: 72.880 (91.044) 2024-10-15 01:36:35,428 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.103)] [top1_cnt 38140] [top5_cnt 46460] [top_all 50000] 2024-10-15 01:36:35,428 - net_E: 76.280 (92.920) 2024-10-15 01:36:35,595 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.322 (epoch: 728)] 2024-10-15 01:36:35,596 - ==> Total time: 1 day, 11:34:18 Eta: 13:05:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:36:40,534 - Train: 73.10% [914500/1251000] [731.0/1000.0] [batch_t 0.149 (0.168)] [data_t 0.004] [optim_t 0.144] [lr 0.000529] [CE 4.551 (4.241)] [KD 3.480 (3.585)] 2024-10-15 01:36:48,298 - Train: 73.11% [914550/1251000] [731.1/1000.0] [batch_t 0.281 (0.155)] [data_t 0.003] [optim_t 0.278] [lr 0.000529] [CE 4.194 (4.274)] [KD 3.733 (3.587)] 2024-10-15 01:36:55,866 - Train: 73.11% [914600/1251000] [731.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000529] [CE 4.581 (4.307)] [KD 3.805 (3.579)] 2024-10-15 01:37:03,712 - Train: 73.11% [914650/1251000] [731.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000529] [CE 4.127 (4.241)] [KD 3.644 (3.578)] 2024-10-15 01:37:11,295 - Train: 73.12% [914700/1251000] [731.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000529] [CE 4.508 (4.416)] [KD 3.589 (3.677)] 2024-10-15 01:37:19,129 - Train: 73.12% [914750/1251000] [731.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000529] [CE 4.197 (4.346)] [KD 3.494 (3.621)] 2024-10-15 01:37:27,146 - Train: 73.13% [914800/1251000] [731.3/1000.0] [batch_t 0.153 (0.160)] [data_t 0.006] [optim_t 0.148] [lr 0.000529] [CE 4.610 (4.250)] [KD 3.702 (3.592)] 2024-10-15 01:37:34,824 - Train: 73.13% [914850/1251000] [731.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000528] [CE 4.238 (4.308)] [KD 3.553 (3.568)] 2024-10-15 01:37:42,539 - Train: 73.13% [914900/1251000] [731.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000528] [CE 4.163 (4.247)] [KD 3.493 (3.539)] 2024-10-15 01:37:50,100 - Train: 73.14% [914950/1251000] [731.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000528] [CE 3.777 (4.332)] [KD 3.106 (3.589)] 2024-10-15 01:37:57,672 - Train: 73.14% [915000/1251000] [731.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000528] [CE 3.472 (4.302)] [KD 3.213 (3.579)] 2024-10-15 01:38:05,421 - Train: 73.15% [915050/1251000] [731.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000528] [CE 4.039 (4.351)] [KD 3.188 (3.573)] 2024-10-15 01:38:12,984 - Train: 73.15% [915100/1251000] [731.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000528] [CE 4.501 (4.300)] [KD 3.630 (3.586)] 2024-10-15 01:38:20,877 - Train: 73.15% [915150/1251000] [731.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000528] [CE 4.156 (4.326)] [KD 3.614 (3.567)] 2024-10-15 01:38:28,936 - Train: 73.16% [915200/1251000] [731.6/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.144] [lr 0.000527] [CE 4.109 (4.329)] [KD 3.558 (3.605)] 2024-10-15 01:38:36,486 - Train: 73.16% [915250/1251000] [731.6/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.000527] [CE 4.383 (4.385)] [KD 3.534 (3.630)] 2024-10-15 01:38:44,012 - Train: 73.17% [915300/1251000] [731.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000527] [CE 4.389 (4.334)] [KD 3.698 (3.593)] 2024-10-15 01:38:51,578 - Train: 73.17% [915350/1251000] [731.7/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.000527] [CE 3.847 (4.260)] [KD 3.300 (3.568)] 2024-10-15 01:38:59,133 - Train: 73.17% [915400/1251000] [731.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000527] [CE 4.414 (4.349)] [KD 3.755 (3.626)] 2024-10-15 01:39:06,839 - Train: 73.18% [915450/1251000] [731.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000527] [CE 4.172 (4.277)] [KD 3.574 (3.586)] 2024-10-15 01:39:14,721 - Train: 73.18% [915500/1251000] [731.8/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000527] [CE 4.503 (4.328)] [KD 3.803 (3.601)] 2024-10-15 01:39:22,315 - Train: 73.19% [915550/1251000] [731.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000526] [CE 3.997 (4.347)] [KD 3.377 (3.609)] 2024-10-15 01:39:30,251 - Train: 73.19% [915600/1251000] [731.9/1000.0] [batch_t 0.265 (0.159)] [data_t 0.004] [optim_t 0.261] [lr 0.000526] [CE 4.129 (4.291)] [KD 3.640 (3.614)] 2024-10-15 01:39:38,115 - Train: 73.19% [915650/1251000] [731.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000526] [CE 4.287 (4.289)] [KD 3.550 (3.579)] 2024-10-15 01:39:45,673 - Train: 73.20% [915700/1251000] [732.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000526] [CE 4.216 (4.287)] [KD 3.463 (3.587)] 2024-10-15 01:39:56,082 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 36565] [top5_cnt 45537] [top_all 50000] 2024-10-15 01:39:56,083 - net: 73.130 (91.074) 2024-10-15 01:40:01,930 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38135] [top5_cnt 46482] [top_all 50000] 2024-10-15 01:40:01,931 - net_E: 76.270 (92.964) 2024-10-15 01:40:02,085 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.322 (epoch: 728)] 2024-10-15 01:40:02,085 - ==> Total time: 1 day, 11:37:45 Eta: 13:02:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:40:10,881 - Train: 73.20% [915750/1251000] [732.0/1000.0] [batch_t 0.151 (0.171)] [data_t 0.004] [optim_t 0.147] [lr 0.000526] [CE 4.779 (4.403)] [KD 3.987 (3.597)] 2024-10-15 01:40:18,603 - Train: 73.21% [915800/1251000] [732.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000526] [CE 4.531 (4.342)] [KD 3.479 (3.616)] 2024-10-15 01:40:26,307 - Train: 73.21% [915850/1251000] [732.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000526] [CE 4.481 (4.245)] [KD 3.592 (3.522)] 2024-10-15 01:40:34,065 - Train: 73.21% [915900/1251000] [732.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000526] [CE 4.557 (4.381)] [KD 3.779 (3.600)] 2024-10-15 01:40:41,775 - Train: 73.22% [915950/1251000] [732.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000525] [CE 4.151 (4.347)] [KD 3.463 (3.605)] 2024-10-15 01:40:49,747 - Train: 73.22% [916000/1251000] [732.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000525] [CE 4.620 (4.314)] [KD 3.826 (3.624)] 2024-10-15 01:40:57,474 - Train: 73.23% [916050/1251000] [732.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000525] [CE 4.052 (4.290)] [KD 3.555 (3.565)] 2024-10-15 01:41:05,126 - Train: 73.23% [916100/1251000] [732.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000525] [CE 4.569 (4.351)] [KD 3.836 (3.599)] 2024-10-15 01:41:12,738 - Train: 73.23% [916150/1251000] [732.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000525] [CE 4.737 (4.381)] [KD 3.657 (3.633)] 2024-10-15 01:41:20,585 - Train: 73.24% [916200/1251000] [732.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000525] [CE 4.362 (4.330)] [KD 3.566 (3.631)] 2024-10-15 01:41:28,525 - Train: 73.24% [916250/1251000] [732.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000525] [CE 4.211 (4.273)] [KD 3.543 (3.587)] 2024-10-15 01:41:36,355 - Train: 73.25% [916300/1251000] [732.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.002] [optim_t 0.151] [lr 0.000524] [CE 4.521 (4.240)] [KD 3.955 (3.562)] 2024-10-15 01:41:43,970 - Train: 73.25% [916350/1251000] [732.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000524] [CE 4.110 (4.368)] [KD 3.612 (3.637)] 2024-10-15 01:41:51,607 - Train: 73.25% [916400/1251000] [732.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000524] [CE 4.379 (4.336)] [KD 3.742 (3.623)] 2024-10-15 01:41:59,522 - Train: 73.26% [916450/1251000] [732.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000524] [CE 4.685 (4.341)] [KD 3.871 (3.650)] 2024-10-15 01:42:07,269 - Train: 73.26% [916500/1251000] [732.6/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000524] [CE 4.056 (4.344)] [KD 3.460 (3.657)] 2024-10-15 01:42:15,253 - Train: 73.27% [916550/1251000] [732.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000524] [CE 4.435 (4.338)] [KD 3.633 (3.631)] 2024-10-15 01:42:22,926 - Train: 73.27% [916600/1251000] [732.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000524] [CE 4.707 (4.319)] [KD 3.847 (3.632)] 2024-10-15 01:42:30,636 - Train: 73.27% [916650/1251000] [732.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000523] [CE 4.289 (4.289)] [KD 3.506 (3.593)] 2024-10-15 01:42:38,222 - Train: 73.28% [916700/1251000] [732.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000523] [CE 4.493 (4.315)] [KD 3.736 (3.616)] 2024-10-15 01:42:45,887 - Train: 73.28% [916750/1251000] [732.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000523] [CE 4.217 (4.350)] [KD 3.746 (3.621)] 2024-10-15 01:42:53,567 - Train: 73.29% [916800/1251000] [732.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000523] [CE 4.377 (4.278)] [KD 3.828 (3.598)] 2024-10-15 01:43:01,522 - Train: 73.29% [916850/1251000] [732.9/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000523] [CE 4.427 (4.354)] [KD 3.605 (3.636)] 2024-10-15 01:43:09,367 - Train: 73.29% [916900/1251000] [732.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000523] [CE 4.305 (4.354)] [KD 3.633 (3.640)] 2024-10-15 01:43:16,967 - Train: 73.30% [916950/1251000] [733.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000523] [CE 4.274 (4.315)] [KD 3.633 (3.600)] 2024-10-15 01:43:27,713 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36525] [top5_cnt 45604] [top_all 50000] 2024-10-15 01:43:27,713 - net: 73.050 (91.208) 2024-10-15 01:43:33,520 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 38153] [top5_cnt 46446] [top_all 50000] 2024-10-15 01:43:33,520 - net_E: 76.306 (92.892) 2024-10-15 01:43:33,703 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.322 (epoch: 728)] 2024-10-15 01:43:33,704 - ==> Total time: 1 day, 11:41:16 Eta: 12:59:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:43:38,777 - Train: 73.30% [917000/1251000] [733.0/1000.0] [batch_t 0.154 (0.176)] [data_t 0.004] [optim_t 0.150] [lr 0.000522] [CE 4.407 (4.355)] [KD 3.795 (3.612)] 2024-10-15 01:43:46,665 - Train: 73.31% [917050/1251000] [733.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000522] [CE 4.727 (4.313)] [KD 3.807 (3.579)] 2024-10-15 01:43:54,261 - Train: 73.31% [917100/1251000] [733.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000522] [CE 4.109 (4.326)] [KD 3.469 (3.605)] 2024-10-15 01:44:02,403 - Train: 73.31% [917150/1251000] [733.1/1000.0] [batch_t 0.150 (0.163)] [data_t 0.004] [optim_t 0.146] [lr 0.000522] [CE 4.246 (4.315)] [KD 3.486 (3.587)] 2024-10-15 01:44:09,971 - Train: 73.32% [917200/1251000] [733.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000522] [CE 4.296 (4.315)] [KD 3.594 (3.630)] 2024-10-15 01:44:17,611 - Train: 73.32% [917250/1251000] [733.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000522] [CE 4.884 (4.370)] [KD 4.099 (3.636)] 2024-10-15 01:44:25,519 - Train: 73.33% [917300/1251000] [733.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000522] [CE 4.121 (4.347)] [KD 3.471 (3.597)] 2024-10-15 01:44:33,283 - Train: 73.33% [917350/1251000] [733.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000521] [CE 4.225 (4.292)] [KD 3.450 (3.607)] 2024-10-15 01:44:41,044 - Train: 73.33% [917400/1251000] [733.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000521] [CE 4.287 (4.271)] [KD 3.744 (3.576)] 2024-10-15 01:44:48,775 - Train: 73.34% [917450/1251000] [733.4/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000521] [CE 4.923 (4.410)] [KD 3.842 (3.658)] 2024-10-15 01:44:56,346 - Train: 73.34% [917500/1251000] [733.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000521] [CE 4.482 (4.326)] [KD 3.820 (3.600)] 2024-10-15 01:45:03,966 - Train: 73.35% [917550/1251000] [733.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000521] [CE 4.493 (4.327)] [KD 3.523 (3.624)] 2024-10-15 01:45:12,013 - Train: 73.35% [917600/1251000] [733.5/1000.0] [batch_t 0.151 (0.161)] [data_t 0.004] [optim_t 0.147] [lr 0.000521] [CE 4.560 (4.344)] [KD 3.736 (3.614)] 2024-10-15 01:45:19,736 - Train: 73.35% [917650/1251000] [733.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000521] [CE 4.432 (4.295)] [KD 3.912 (3.609)] 2024-10-15 01:45:27,459 - Train: 73.36% [917700/1251000] [733.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000521] [CE 4.488 (4.374)] [KD 3.602 (3.640)] 2024-10-15 01:45:35,277 - Train: 73.36% [917750/1251000] [733.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000520] [CE 3.873 (4.293)] [KD 3.306 (3.566)] 2024-10-15 01:45:42,867 - Train: 73.37% [917800/1251000] [733.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000520] [CE 4.490 (4.354)] [KD 3.837 (3.613)] 2024-10-15 01:45:50,453 - Train: 73.37% [917850/1251000] [733.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000520] [CE 4.622 (4.393)] [KD 3.722 (3.653)] 2024-10-15 01:45:58,264 - Train: 73.37% [917900/1251000] [733.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000520] [CE 4.291 (4.328)] [KD 3.504 (3.593)] 2024-10-15 01:46:05,874 - Train: 73.38% [917950/1251000] [733.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000520] [CE 4.838 (4.351)] [KD 3.773 (3.615)] 2024-10-15 01:46:14,038 - Train: 73.38% [918000/1251000] [733.8/1000.0] [batch_t 0.152 (0.163)] [data_t 0.003] [optim_t 0.148] [lr 0.000520] [CE 4.270 (4.301)] [KD 3.541 (3.616)] 2024-10-15 01:46:21,596 - Train: 73.39% [918050/1251000] [733.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000520] [CE 4.113 (4.355)] [KD 3.711 (3.608)] 2024-10-15 01:46:29,197 - Train: 73.39% [918100/1251000] [733.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000519] [CE 4.580 (4.338)] [KD 3.856 (3.657)] 2024-10-15 01:46:36,997 - Train: 73.39% [918150/1251000] [733.9/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000519] [CE 4.222 (4.281)] [KD 3.633 (3.536)] 2024-10-15 01:46:44,663 - Train: 73.40% [918200/1251000] [734.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000519] [CE 4.866 (4.286)] [KD 3.969 (3.587)] 2024-10-15 01:46:55,319 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36529] [top5_cnt 45481] [top_all 50000] 2024-10-15 01:46:55,319 - net: 73.058 (90.962) 2024-10-15 01:47:01,074 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38163] [top5_cnt 46461] [top_all 50000] 2024-10-15 01:47:01,075 - net_E: 76.326 (92.922) 2024-10-15 01:47:01,252 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.326 (epoch: 734)] 2024-10-15 01:47:01,253 - ==> Total time: 1 day, 11:44:44 Eta: 12:57:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:47:14,848 - Train: 73.40% [918250/1251000] [734.0/1000.0] [batch_t 0.151 (0.183)] [data_t 0.003] [optim_t 0.147] [lr 0.000519] [CE 4.155 (4.376)] [KD 3.436 (3.628)] 2024-10-15 01:47:22,586 - Train: 73.41% [918300/1251000] [734.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000519] [CE 4.040 (4.322)] [KD 3.372 (3.604)] 2024-10-15 01:47:30,310 - Train: 73.41% [918350/1251000] [734.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000519] [CE 4.131 (4.281)] [KD 3.694 (3.558)] 2024-10-15 01:47:38,146 - Train: 73.41% [918400/1251000] [734.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.006] [optim_t 0.146] [lr 0.000519] [CE 3.568 (4.241)] [KD 3.172 (3.516)] 2024-10-15 01:47:45,901 - Train: 73.42% [918450/1251000] [734.2/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000518] [CE 4.390 (4.273)] [KD 3.445 (3.563)] 2024-10-15 01:47:53,548 - Train: 73.42% [918500/1251000] [734.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000518] [CE 4.356 (4.325)] [KD 3.492 (3.571)] 2024-10-15 01:48:01,385 - Train: 73.43% [918550/1251000] [734.3/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000518] [CE 4.423 (4.315)] [KD 3.573 (3.559)] 2024-10-15 01:48:09,340 - Train: 73.43% [918600/1251000] [734.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.149] [lr 0.000518] [CE 4.034 (4.277)] [KD 3.400 (3.576)] 2024-10-15 01:48:17,278 - Train: 73.43% [918650/1251000] [734.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000518] [CE 4.446 (4.320)] [KD 3.695 (3.555)] 2024-10-15 01:48:24,963 - Train: 73.44% [918700/1251000] [734.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000518] [CE 4.021 (4.286)] [KD 3.360 (3.594)] 2024-10-15 01:48:32,642 - Train: 73.44% [918750/1251000] [734.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000518] [CE 4.472 (4.266)] [KD 3.667 (3.554)] 2024-10-15 01:48:40,237 - Train: 73.45% [918800/1251000] [734.5/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000517] [CE 4.230 (4.361)] [KD 3.553 (3.603)] 2024-10-15 01:48:48,090 - Train: 73.45% [918850/1251000] [734.5/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000517] [CE 4.078 (4.318)] [KD 3.552 (3.592)] 2024-10-15 01:48:55,770 - Train: 73.45% [918900/1251000] [734.5/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.000517] [CE 4.413 (4.371)] [KD 3.675 (3.598)] 2024-10-15 01:49:03,682 - Train: 73.46% [918950/1251000] [734.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000517] [CE 4.446 (4.270)] [KD 3.760 (3.587)] 2024-10-15 01:49:11,479 - Train: 73.46% [919000/1251000] [734.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000517] [CE 4.849 (4.292)] [KD 3.898 (3.595)] 2024-10-15 01:49:19,195 - Train: 73.47% [919050/1251000] [734.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000517] [CE 4.104 (4.360)] [KD 3.364 (3.638)] 2024-10-15 01:49:26,796 - Train: 73.47% [919100/1251000] [734.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000517] [CE 4.532 (4.349)] [KD 3.808 (3.611)] 2024-10-15 01:49:34,553 - Train: 73.47% [919150/1251000] [734.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000517] [CE 4.520 (4.358)] [KD 3.741 (3.627)] 2024-10-15 01:49:42,311 - Train: 73.48% [919200/1251000] [734.8/1000.0] [batch_t 0.314 (0.155)] [data_t 0.004] [optim_t 0.310] [lr 0.000516] [CE 4.300 (4.269)] [KD 3.404 (3.551)] 2024-10-15 01:49:50,258 - Train: 73.48% [919250/1251000] [734.8/1000.0] [batch_t 0.157 (0.159)] [data_t 0.003] [optim_t 0.154] [lr 0.000516] [CE 4.264 (4.247)] [KD 3.592 (3.569)] 2024-10-15 01:49:57,849 - Train: 73.49% [919300/1251000] [734.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000516] [CE 4.213 (4.383)] [KD 3.493 (3.608)] 2024-10-15 01:50:05,492 - Train: 73.49% [919350/1251000] [734.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000516] [CE 4.302 (4.385)] [KD 3.421 (3.661)] 2024-10-15 01:50:13,298 - Train: 73.49% [919400/1251000] [734.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000516] [CE 4.333 (4.340)] [KD 3.497 (3.604)] 2024-10-15 01:50:20,947 - Train: 73.50% [919450/1251000] [735.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000516] [CE 4.299 (4.312)] [KD 3.569 (3.634)] 2024-10-15 01:50:32,157 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36593] [top5_cnt 45634] [top_all 50000] 2024-10-15 01:50:32,157 - net: 73.186 (91.268) 2024-10-15 01:50:38,049 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38187] [top5_cnt 46485] [top_all 50000] 2024-10-15 01:50:38,050 - net_E: 76.374 (92.970) 2024-10-15 01:50:38,189 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.374 (epoch: 735)] 2024-10-15 01:50:38,189 - ==> Total time: 1 day, 11:48:21 Eta: 12:54:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:50:48,757 - Train: 73.50% [919500/1251000] [735.0/1000.0] [batch_t 0.150 (0.182)] [data_t 0.003] [optim_t 0.147] [lr 0.000516] [CE 4.290 (4.259)] [KD 3.584 (3.572)] 2024-10-15 01:50:56,359 - Train: 73.51% [919550/1251000] [735.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000515] [CE 3.639 (4.204)] [KD 3.184 (3.469)] 2024-10-15 01:51:04,380 - Train: 73.51% [919600/1251000] [735.1/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000515] [CE 4.321 (4.360)] [KD 3.552 (3.614)] 2024-10-15 01:51:12,117 - Train: 73.51% [919650/1251000] [735.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000515] [CE 4.412 (4.382)] [KD 3.872 (3.600)] 2024-10-15 01:51:19,658 - Train: 73.52% [919700/1251000] [735.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000515] [CE 4.723 (4.315)] [KD 3.889 (3.572)] 2024-10-15 01:51:27,197 - Train: 73.52% [919750/1251000] [735.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000515] [CE 4.476 (4.353)] [KD 3.820 (3.553)] 2024-10-15 01:51:35,168 - Train: 73.53% [919800/1251000] [735.3/1000.0] [batch_t 0.157 (0.159)] [data_t 0.003] [optim_t 0.153] [lr 0.000515] [CE 3.785 (4.317)] [KD 3.320 (3.543)] 2024-10-15 01:51:42,935 - Train: 73.53% [919850/1251000] [735.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000515] [CE 4.017 (4.280)] [KD 3.447 (3.580)] 2024-10-15 01:51:50,541 - Train: 73.53% [919900/1251000] [735.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000514] [CE 3.888 (4.277)] [KD 3.177 (3.559)] 2024-10-15 01:51:58,159 - Train: 73.54% [919950/1251000] [735.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000514] [CE 4.611 (4.344)] [KD 3.609 (3.602)] 2024-10-15 01:52:06,219 - Train: 73.54% [920000/1251000] [735.4/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.149] [lr 0.000514] [CE 4.497 (4.375)] [KD 3.691 (3.631)] 2024-10-15 01:52:14,034 - Train: 73.55% [920050/1251000] [735.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.007] [optim_t 0.148] [lr 0.000514] [CE 4.121 (4.397)] [KD 3.541 (3.648)] 2024-10-15 01:52:21,645 - Train: 73.55% [920100/1251000] [735.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000514] [CE 3.865 (4.290)] [KD 3.322 (3.551)] 2024-10-15 01:52:29,294 - Train: 73.55% [920150/1251000] [735.5/1000.0] [batch_t 0.161 (0.153)] [data_t 0.003] [optim_t 0.158] [lr 0.000514] [CE 4.699 (4.398)] [KD 3.779 (3.618)] 2024-10-15 01:52:37,002 - Train: 73.56% [920200/1251000] [735.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000514] [CE 4.601 (4.286)] [KD 3.607 (3.568)] 2024-10-15 01:52:44,668 - Train: 73.56% [920250/1251000] [735.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000513] [CE 4.382 (4.415)] [KD 3.532 (3.624)] 2024-10-15 01:52:52,484 - Train: 73.57% [920300/1251000] [735.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000513] [CE 4.021 (4.346)] [KD 3.466 (3.622)] 2024-10-15 01:53:00,094 - Train: 73.57% [920350/1251000] [735.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000513] [CE 3.676 (4.388)] [KD 3.298 (3.640)] 2024-10-15 01:53:08,023 - Train: 73.57% [920400/1251000] [735.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000513] [CE 4.570 (4.393)] [KD 3.757 (3.612)] 2024-10-15 01:53:15,892 - Train: 73.58% [920450/1251000] [735.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000513] [CE 4.265 (4.321)] [KD 3.582 (3.596)] 2024-10-15 01:53:23,562 - Train: 73.58% [920500/1251000] [735.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000513] [CE 4.584 (4.307)] [KD 3.840 (3.600)] 2024-10-15 01:53:31,169 - Train: 73.59% [920550/1251000] [735.9/1000.0] [batch_t 0.163 (0.152)] [data_t 0.004] [optim_t 0.159] [lr 0.000513] [CE 4.029 (4.297)] [KD 3.482 (3.609)] 2024-10-15 01:53:38,734 - Train: 73.59% [920600/1251000] [735.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000513] [CE 4.378 (4.324)] [KD 3.785 (3.588)] 2024-10-15 01:53:46,577 - Train: 73.59% [920650/1251000] [735.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000512] [CE 4.476 (4.350)] [KD 3.689 (3.592)] 2024-10-15 01:53:54,508 - Train: 73.60% [920700/1251000] [736.0/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000512] [CE 4.474 (4.305)] [KD 3.480 (3.581)] 2024-10-15 01:54:05,442 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 36318] [top5_cnt 45448] [top_all 50000] 2024-10-15 01:54:05,442 - net: 72.636 (90.896) 2024-10-15 01:54:11,164 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.102)] [top1_cnt 38163] [top5_cnt 46479] [top_all 50000] 2024-10-15 01:54:11,164 - net_E: 76.326 (92.958) 2024-10-15 01:54:11,328 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.374 (epoch: 735)] 2024-10-15 01:54:11,329 - ==> Total time: 1 day, 11:51:54 Eta: 12:51:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:54:15,623 - Train: 73.60% [920750/1251000] [736.0/1000.0] [batch_t 0.152 (0.178)] [data_t 0.004] [optim_t 0.149] [lr 0.000512] [CE 4.089 (4.405)] [KD 3.550 (3.605)] 2024-10-15 01:54:23,371 - Train: 73.61% [920800/1251000] [736.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000512] [CE 4.420 (4.276)] [KD 3.706 (3.564)] 2024-10-15 01:54:31,325 - Train: 73.61% [920850/1251000] [736.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000512] [CE 4.427 (4.327)] [KD 3.612 (3.563)] 2024-10-15 01:54:38,917 - Train: 73.61% [920900/1251000] [736.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000512] [CE 4.469 (4.307)] [KD 3.738 (3.588)] 2024-10-15 01:54:46,578 - Train: 73.62% [920950/1251000] [736.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000512] [CE 4.337 (4.343)] [KD 3.489 (3.574)] 2024-10-15 01:54:54,180 - Train: 73.62% [921000/1251000] [736.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000511] [CE 4.793 (4.314)] [KD 3.928 (3.572)] 2024-10-15 01:55:01,870 - Train: 73.63% [921050/1251000] [736.3/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000511] [CE 4.343 (4.309)] [KD 3.766 (3.574)] 2024-10-15 01:55:10,010 - Train: 73.63% [921100/1251000] [736.3/1000.0] [batch_t 0.152 (0.163)] [data_t 0.004] [optim_t 0.148] [lr 0.000511] [CE 4.511 (4.318)] [KD 3.764 (3.607)] 2024-10-15 01:55:17,569 - Train: 73.63% [921150/1251000] [736.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000511] [CE 4.124 (4.337)] [KD 3.525 (3.572)] 2024-10-15 01:55:25,311 - Train: 73.64% [921200/1251000] [736.4/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.157] [lr 0.000511] [CE 3.682 (4.301)] [KD 3.279 (3.590)] 2024-10-15 01:55:33,162 - Train: 73.64% [921250/1251000] [736.4/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000511] [CE 4.231 (4.358)] [KD 3.284 (3.607)] 2024-10-15 01:55:40,695 - Train: 73.65% [921300/1251000] [736.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000511] [CE 4.310 (4.304)] [KD 3.438 (3.558)] 2024-10-15 01:55:48,287 - Train: 73.65% [921350/1251000] [736.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000510] [CE 4.766 (4.302)] [KD 3.746 (3.550)] 2024-10-15 01:55:56,071 - Train: 73.65% [921400/1251000] [736.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000510] [CE 4.167 (4.336)] [KD 3.367 (3.615)] 2024-10-15 01:56:03,930 - Train: 73.66% [921450/1251000] [736.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000510] [CE 4.640 (4.385)] [KD 3.904 (3.636)] 2024-10-15 01:56:11,685 - Train: 73.66% [921500/1251000] [736.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000510] [CE 4.229 (4.262)] [KD 3.570 (3.544)] 2024-10-15 01:56:19,478 - Train: 73.67% [921550/1251000] [736.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000510] [CE 3.814 (4.271)] [KD 3.313 (3.542)] 2024-10-15 01:56:27,066 - Train: 73.67% [921600/1251000] [736.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000510] [CE 3.797 (4.309)] [KD 3.157 (3.591)] 2024-10-15 01:56:34,677 - Train: 73.67% [921650/1251000] [736.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000510] [CE 4.133 (4.339)] [KD 3.503 (3.597)] 2024-10-15 01:56:42,772 - Train: 73.68% [921700/1251000] [736.8/1000.0] [batch_t 0.148 (0.162)] [data_t 0.003] [optim_t 0.145] [lr 0.000509] [CE 4.284 (4.262)] [KD 3.616 (3.534)] 2024-10-15 01:56:50,476 - Train: 73.68% [921750/1251000] [736.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000509] [CE 4.108 (4.334)] [KD 3.495 (3.575)] 2024-10-15 01:56:58,073 - Train: 73.69% [921800/1251000] [736.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000509] [CE 4.628 (4.363)] [KD 3.933 (3.611)] 2024-10-15 01:57:05,768 - Train: 73.69% [921850/1251000] [736.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000509] [CE 4.309 (4.311)] [KD 3.516 (3.599)] 2024-10-15 01:57:13,456 - Train: 73.69% [921900/1251000] [736.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000509] [CE 4.074 (4.308)] [KD 3.491 (3.600)] 2024-10-15 01:57:21,278 - Train: 73.70% [921950/1251000] [737.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000509] [CE 4.213 (4.256)] [KD 3.528 (3.548)] 2024-10-15 01:57:32,706 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36742] [top5_cnt 45704] [top_all 50000] 2024-10-15 01:57:32,706 - net: 73.484 (91.408) 2024-10-15 01:57:38,452 - Test (net_E): 100.00% [50/50] [batch_t 0.089 (0.101)] [top1_cnt 38198] [top5_cnt 46503] [top_all 50000] 2024-10-15 01:57:38,453 - net_E: 76.396 (93.006) 2024-10-15 01:57:38,634 - Max [top1: 73.580 (epoch: 726)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 01:57:38,635 - ==> Total time: 1 day, 11:55:21 Eta: 12:49:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 01:57:47,894 - Train: 73.70% [922000/1251000] [737.0/1000.0] [batch_t 0.305 (0.199)] [data_t 0.004] [optim_t 0.300] [lr 0.000509] [CE 4.597 (4.371)] [KD 3.630 (3.539)] 2024-10-15 01:57:55,504 - Train: 73.71% [922050/1251000] [737.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000509] [CE 4.558 (4.337)] [KD 3.639 (3.593)] 2024-10-15 01:58:03,244 - Train: 73.71% [922100/1251000] [737.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000508] [CE 3.479 (4.291)] [KD 3.119 (3.529)] 2024-10-15 01:58:10,969 - Train: 73.71% [922150/1251000] [737.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000508] [CE 4.734 (4.344)] [KD 4.035 (3.584)] 2024-10-15 01:58:18,809 - Train: 73.72% [922200/1251000] [737.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000508] [CE 4.077 (4.301)] [KD 3.370 (3.557)] 2024-10-15 01:58:26,367 - Train: 73.72% [922250/1251000] [737.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000508] [CE 4.676 (4.277)] [KD 4.018 (3.548)] 2024-10-15 01:58:34,012 - Train: 73.73% [922300/1251000] [737.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000508] [CE 4.536 (4.344)] [KD 3.763 (3.596)] 2024-10-15 01:58:41,816 - Train: 73.73% [922350/1251000] [737.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000508] [CE 4.649 (4.329)] [KD 3.885 (3.587)] 2024-10-15 01:58:49,712 - Train: 73.73% [922400/1251000] [737.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000508] [CE 4.398 (4.238)] [KD 3.722 (3.532)] 2024-10-15 01:58:57,392 - Train: 73.74% [922450/1251000] [737.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000507] [CE 4.248 (4.316)] [KD 3.679 (3.592)] 2024-10-15 01:59:04,936 - Train: 73.74% [922500/1251000] [737.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000507] [CE 3.997 (4.398)] [KD 3.296 (3.616)] 2024-10-15 01:59:12,578 - Train: 73.75% [922550/1251000] [737.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000507] [CE 4.204 (4.322)] [KD 3.530 (3.572)] 2024-10-15 01:59:20,245 - Train: 73.75% [922600/1251000] [737.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000507] [CE 4.494 (4.292)] [KD 3.795 (3.571)] 2024-10-15 01:59:28,136 - Train: 73.75% [922650/1251000] [737.5/1000.0] [batch_t 0.159 (0.158)] [data_t 0.005] [optim_t 0.154] [lr 0.000507] [CE 4.094 (4.301)] [KD 3.233 (3.578)] 2024-10-15 01:59:35,703 - Train: 73.76% [922700/1251000] [737.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000507] [CE 3.997 (4.355)] [KD 3.261 (3.594)] 2024-10-15 01:59:43,364 - Train: 73.76% [922750/1251000] [737.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000507] [CE 4.293 (4.320)] [KD 3.357 (3.554)] 2024-10-15 01:59:51,038 - Train: 73.76% [922800/1251000] [737.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000506] [CE 4.439 (4.351)] [KD 3.602 (3.605)] 2024-10-15 01:59:58,698 - Train: 73.77% [922850/1251000] [737.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000506] [CE 4.695 (4.282)] [KD 3.735 (3.552)] 2024-10-15 02:00:06,438 - Train: 73.77% [922900/1251000] [737.7/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000506] [CE 4.396 (4.390)] [KD 3.618 (3.681)] 2024-10-15 02:00:14,244 - Train: 73.78% [922950/1251000] [737.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000506] [CE 4.225 (4.318)] [KD 3.551 (3.596)] 2024-10-15 02:00:21,883 - Train: 73.78% [923000/1251000] [737.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000506] [CE 4.324 (4.354)] [KD 3.741 (3.590)] 2024-10-15 02:00:29,895 - Train: 73.78% [923050/1251000] [737.8/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000506] [CE 4.652 (4.266)] [KD 3.707 (3.532)] 2024-10-15 02:00:37,657 - Train: 73.79% [923100/1251000] [737.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000506] [CE 4.334 (4.340)] [KD 3.522 (3.622)] 2024-10-15 02:00:45,398 - Train: 73.79% [923150/1251000] [737.9/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000506] [CE 4.734 (4.243)] [KD 3.897 (3.549)] 2024-10-15 02:00:53,233 - Train: 73.80% [923200/1251000] [738.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000505] [CE 4.058 (4.292)] [KD 3.603 (3.583)] 2024-10-15 02:01:04,580 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 36842] [top5_cnt 45788] [top_all 50000] 2024-10-15 02:01:04,581 - net: 73.684 (91.576) 2024-10-15 02:01:10,302 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38197] [top5_cnt 46505] [top_all 50000] 2024-10-15 02:01:10,303 - net_E: 76.394 (93.010) 2024-10-15 02:01:10,459 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 02:01:10,459 - ==> Total time: 1 day, 11:58:53 Eta: 12:46:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:01:18,691 - Train: 73.80% [923250/1251000] [738.0/1000.0] [batch_t 0.155 (0.192)] [data_t 0.003] [optim_t 0.152] [lr 0.000505] [CE 4.203 (4.399)] [KD 3.507 (3.561)] 2024-10-15 02:01:26,488 - Train: 73.80% [923300/1251000] [738.0/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000505] [CE 4.488 (4.352)] [KD 3.623 (3.593)] 2024-10-15 02:01:34,378 - Train: 73.81% [923350/1251000] [738.1/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000505] [CE 4.482 (4.284)] [KD 3.577 (3.549)] 2024-10-15 02:01:42,007 - Train: 73.81% [923400/1251000] [738.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000505] [CE 3.994 (4.346)] [KD 3.239 (3.568)] 2024-10-15 02:01:49,755 - Train: 73.82% [923450/1251000] [738.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000505] [CE 4.203 (4.287)] [KD 3.410 (3.557)] 2024-10-15 02:01:57,736 - Train: 73.82% [923500/1251000] [738.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.000505] [CE 4.808 (4.416)] [KD 4.003 (3.615)] 2024-10-15 02:02:05,389 - Train: 73.82% [923550/1251000] [738.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000504] [CE 4.740 (4.278)] [KD 3.767 (3.559)] 2024-10-15 02:02:13,247 - Train: 73.83% [923600/1251000] [738.3/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000504] [CE 4.413 (4.319)] [KD 3.670 (3.595)] 2024-10-15 02:02:21,159 - Train: 73.83% [923650/1251000] [738.3/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000504] [CE 4.738 (4.312)] [KD 3.719 (3.550)] 2024-10-15 02:02:28,914 - Train: 73.84% [923700/1251000] [738.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000504] [CE 4.504 (4.345)] [KD 3.659 (3.553)] 2024-10-15 02:02:36,539 - Train: 73.84% [923750/1251000] [738.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000504] [CE 4.598 (4.326)] [KD 3.720 (3.534)] 2024-10-15 02:02:44,272 - Train: 73.84% [923800/1251000] [738.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000504] [CE 4.806 (4.371)] [KD 3.879 (3.580)] 2024-10-15 02:02:51,974 - Train: 73.85% [923850/1251000] [738.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000504] [CE 4.789 (4.340)] [KD 3.921 (3.593)] 2024-10-15 02:02:59,776 - Train: 73.85% [923900/1251000] [738.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000503] [CE 4.344 (4.397)] [KD 3.643 (3.633)] 2024-10-15 02:03:07,442 - Train: 73.86% [923950/1251000] [738.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000503] [CE 4.517 (4.289)] [KD 3.898 (3.545)] 2024-10-15 02:03:15,421 - Train: 73.86% [924000/1251000] [738.6/1000.0] [batch_t 0.147 (0.159)] [data_t 0.003] [optim_t 0.144] [lr 0.000503] [CE 4.234 (4.297)] [KD 3.587 (3.557)] 2024-10-15 02:03:23,112 - Train: 73.86% [924050/1251000] [738.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000503] [CE 4.650 (4.390)] [KD 3.801 (3.609)] 2024-10-15 02:03:30,825 - Train: 73.87% [924100/1251000] [738.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000503] [CE 4.332 (4.392)] [KD 3.628 (3.647)] 2024-10-15 02:03:38,436 - Train: 73.87% [924150/1251000] [738.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000503] [CE 5.084 (4.285)] [KD 3.923 (3.576)] 2024-10-15 02:03:46,062 - Train: 73.88% [924200/1251000] [738.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000503] [CE 4.153 (4.335)] [KD 3.606 (3.565)] 2024-10-15 02:03:53,876 - Train: 73.88% [924250/1251000] [738.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000503] [CE 3.929 (4.248)] [KD 3.397 (3.546)] 2024-10-15 02:04:01,718 - Train: 73.88% [924300/1251000] [738.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.000502] [CE 4.016 (4.314)] [KD 3.565 (3.544)] 2024-10-15 02:04:09,471 - Train: 73.89% [924350/1251000] [738.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000502] [CE 4.415 (4.263)] [KD 3.754 (3.565)] 2024-10-15 02:04:17,237 - Train: 73.89% [924400/1251000] [738.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000502] [CE 4.908 (4.322)] [KD 3.784 (3.538)] 2024-10-15 02:04:25,067 - Train: 73.90% [924450/1251000] [739.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000502] [CE 4.548 (4.416)] [KD 3.597 (3.647)] 2024-10-15 02:04:36,566 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 36737] [top5_cnt 45767] [top_all 50000] 2024-10-15 02:04:36,566 - net: 73.474 (91.534) 2024-10-15 02:04:42,512 - Test (net_E): 100.00% [50/50] [batch_t 0.085 (0.103)] [top1_cnt 38185] [top5_cnt 46514] [top_all 50000] 2024-10-15 02:04:42,513 - net_E: 76.370 (93.028) 2024-10-15 02:04:42,700 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 02:04:42,701 - ==> Total time: 1 day, 12:02:25 Eta: 12:43:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:04:47,041 - Train: 73.90% [924500/1251000] [739.0/1000.0] [batch_t 0.152 (0.187)] [data_t 0.003] [optim_t 0.149] [lr 0.000502] [CE 4.144 (4.239)] [KD 3.456 (3.469)] 2024-10-15 02:04:54,720 - Train: 73.90% [924550/1251000] [739.0/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000502] [CE 4.258 (4.247)] [KD 3.745 (3.503)] 2024-10-15 02:05:02,394 - Train: 73.91% [924600/1251000] [739.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000502] [CE 4.988 (4.408)] [KD 3.829 (3.575)] 2024-10-15 02:05:10,231 - Train: 73.91% [924650/1251000] [739.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000501] [CE 4.644 (4.362)] [KD 3.701 (3.563)] 2024-10-15 02:05:17,907 - Train: 73.92% [924700/1251000] [739.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000501] [CE 4.645 (4.356)] [KD 3.792 (3.600)] 2024-10-15 02:05:25,602 - Train: 73.92% [924750/1251000] [739.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000501] [CE 4.352 (4.254)] [KD 3.520 (3.516)] 2024-10-15 02:05:33,177 - Train: 73.92% [924800/1251000] [739.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000501] [CE 4.577 (4.276)] [KD 3.687 (3.551)] 2024-10-15 02:05:41,047 - Train: 73.93% [924850/1251000] [739.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000501] [CE 4.134 (4.309)] [KD 3.376 (3.550)] 2024-10-15 02:05:48,569 - Train: 73.93% [924900/1251000] [739.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000501] [CE 4.786 (4.328)] [KD 3.672 (3.535)] 2024-10-15 02:05:56,351 - Train: 73.94% [924950/1251000] [739.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000501] [CE 4.141 (4.290)] [KD 3.559 (3.548)] 2024-10-15 02:06:04,038 - Train: 73.94% [925000/1251000] [739.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000500] [CE 4.446 (4.406)] [KD 3.756 (3.630)] 2024-10-15 02:06:11,856 - Train: 73.94% [925050/1251000] [739.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000500] [CE 4.441 (4.278)] [KD 3.633 (3.544)] 2024-10-15 02:06:19,521 - Train: 73.95% [925100/1251000] [739.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000500] [CE 4.221 (4.311)] [KD 3.519 (3.550)] 2024-10-15 02:06:27,120 - Train: 73.95% [925150/1251000] [739.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000500] [CE 4.010 (4.314)] [KD 3.458 (3.552)] 2024-10-15 02:06:34,788 - Train: 73.96% [925200/1251000] [739.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000500] [CE 4.131 (4.202)] [KD 3.597 (3.502)] 2024-10-15 02:06:42,384 - Train: 73.96% [925250/1251000] [739.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000500] [CE 3.985 (4.311)] [KD 3.521 (3.567)] 2024-10-15 02:06:50,187 - Train: 73.96% [925300/1251000] [739.6/1000.0] [batch_t 0.160 (0.156)] [data_t 0.003] [optim_t 0.157] [lr 0.000500] [CE 4.223 (4.335)] [KD 3.754 (3.624)] 2024-10-15 02:06:57,852 - Train: 73.97% [925350/1251000] [739.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000500] [CE 4.438 (4.419)] [KD 3.519 (3.616)] 2024-10-15 02:07:05,576 - Train: 73.97% [925400/1251000] [739.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000499] [CE 4.447 (4.327)] [KD 3.558 (3.559)] 2024-10-15 02:07:13,372 - Train: 73.98% [925450/1251000] [739.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000499] [CE 3.693 (4.308)] [KD 3.336 (3.618)] 2024-10-15 02:07:21,123 - Train: 73.98% [925500/1251000] [739.8/1000.0] [batch_t 0.182 (0.155)] [data_t 0.003] [optim_t 0.179] [lr 0.000499] [CE 4.037 (4.266)] [KD 3.523 (3.617)] 2024-10-15 02:07:28,925 - Train: 73.98% [925550/1251000] [739.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000499] [CE 4.966 (4.302)] [KD 3.765 (3.576)] 2024-10-15 02:07:36,644 - Train: 73.99% [925600/1251000] [739.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000499] [CE 4.684 (4.333)] [KD 3.646 (3.571)] 2024-10-15 02:07:44,338 - Train: 73.99% [925650/1251000] [739.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000499] [CE 3.915 (4.226)] [KD 3.396 (3.538)] 2024-10-15 02:07:52,029 - Train: 74.00% [925700/1251000] [740.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000499] [CE 4.250 (4.293)] [KD 3.512 (3.583)] 2024-10-15 02:08:03,546 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.100)] [top1_cnt 36826] [top5_cnt 45838] [top_all 50000] 2024-10-15 02:08:03,547 - net: 73.652 (91.676) 2024-10-15 02:08:09,241 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.101)] [top1_cnt 38183] [top5_cnt 46478] [top_all 50000] 2024-10-15 02:08:09,242 - net_E: 76.366 (92.956) 2024-10-15 02:08:09,404 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 02:08:09,404 - ==> Total time: 1 day, 12:05:52 Eta: 12:40:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:08:13,007 - Train: 74.00% [925750/1251000] [740.0/1000.0] [batch_t 0.152 (0.190)] [data_t 0.004] [optim_t 0.148] [lr 0.000498] [CE 4.369 (4.068)] [KD 3.660 (3.350)] 2024-10-15 02:08:20,799 - Train: 74.00% [925800/1251000] [740.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000498] [CE 4.545 (4.344)] [KD 3.630 (3.584)] 2024-10-15 02:08:28,362 - Train: 74.01% [925850/1251000] [740.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000498] [CE 4.455 (4.272)] [KD 3.600 (3.553)] 2024-10-15 02:08:36,311 - Train: 74.01% [925900/1251000] [740.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000498] [CE 4.351 (4.336)] [KD 3.442 (3.574)] 2024-10-15 02:08:44,031 - Train: 74.02% [925950/1251000] [740.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000498] [CE 3.827 (4.323)] [KD 3.464 (3.565)] 2024-10-15 02:08:51,728 - Train: 74.02% [926000/1251000] [740.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000498] [CE 4.838 (4.293)] [KD 3.916 (3.540)] 2024-10-15 02:08:59,379 - Train: 74.02% [926050/1251000] [740.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000498] [CE 4.493 (4.358)] [KD 3.600 (3.550)] 2024-10-15 02:09:07,114 - Train: 74.03% [926100/1251000] [740.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000497] [CE 3.422 (4.351)] [KD 3.309 (3.557)] 2024-10-15 02:09:14,872 - Train: 74.03% [926150/1251000] [740.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000497] [CE 4.201 (4.258)] [KD 3.451 (3.523)] 2024-10-15 02:09:22,614 - Train: 74.04% [926200/1251000] [740.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000497] [CE 4.399 (4.347)] [KD 3.666 (3.578)] 2024-10-15 02:09:30,210 - Train: 74.04% [926250/1251000] [740.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000497] [CE 4.154 (4.424)] [KD 3.513 (3.667)] 2024-10-15 02:09:38,145 - Train: 74.04% [926300/1251000] [740.4/1000.0] [batch_t 0.146 (0.159)] [data_t 0.003] [optim_t 0.144] [lr 0.000497] [CE 4.317 (4.262)] [KD 3.774 (3.538)] 2024-10-15 02:09:45,689 - Train: 74.05% [926350/1251000] [740.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000497] [CE 4.232 (4.274)] [KD 3.669 (3.534)] 2024-10-15 02:09:53,350 - Train: 74.05% [926400/1251000] [740.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000497] [CE 4.600 (4.290)] [KD 3.620 (3.543)] 2024-10-15 02:10:01,017 - Train: 74.06% [926450/1251000] [740.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000497] [CE 4.336 (4.316)] [KD 3.493 (3.557)] 2024-10-15 02:10:08,777 - Train: 74.06% [926500/1251000] [740.6/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.157] [lr 0.000496] [CE 4.480 (4.340)] [KD 3.618 (3.561)] 2024-10-15 02:10:16,532 - Train: 74.06% [926550/1251000] [740.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000496] [CE 4.077 (4.317)] [KD 3.494 (3.576)] 2024-10-15 02:10:24,260 - Train: 74.07% [926600/1251000] [740.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000496] [CE 3.717 (4.258)] [KD 3.308 (3.557)] 2024-10-15 02:10:31,890 - Train: 74.07% [926650/1251000] [740.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000496] [CE 4.023 (4.309)] [KD 3.527 (3.577)] 2024-10-15 02:10:39,492 - Train: 74.08% [926700/1251000] [740.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000496] [CE 4.314 (4.313)] [KD 3.749 (3.549)] 2024-10-15 02:10:47,456 - Train: 74.08% [926750/1251000] [740.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000496] [CE 4.586 (4.375)] [KD 3.739 (3.616)] 2024-10-15 02:10:55,148 - Train: 74.08% [926800/1251000] [740.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000496] [CE 4.570 (4.393)] [KD 3.831 (3.586)] 2024-10-15 02:11:02,842 - Train: 74.09% [926850/1251000] [740.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000495] [CE 4.622 (4.286)] [KD 3.849 (3.516)] 2024-10-15 02:11:10,729 - Train: 74.09% [926900/1251000] [740.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000495] [CE 3.790 (4.319)] [KD 3.348 (3.595)] 2024-10-15 02:11:18,279 - Train: 74.10% [926950/1251000] [741.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000495] [CE 4.291 (4.278)] [KD 3.737 (3.542)] 2024-10-15 02:11:30,227 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36607] [top5_cnt 45625] [top_all 50000] 2024-10-15 02:11:30,227 - net: 73.214 (91.250) 2024-10-15 02:11:35,944 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38176] [top5_cnt 46500] [top_all 50000] 2024-10-15 02:11:35,944 - net_E: 76.352 (93.000) 2024-10-15 02:11:36,075 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 02:11:36,076 - ==> Total time: 1 day, 12:09:19 Eta: 12:38:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:11:39,696 - Train: 74.10% [927000/1251000] [741.0/1000.0] [batch_t 0.152 (0.205)] [data_t 0.004] [optim_t 0.148] [lr 0.000495] [CE 4.311 (4.254)] [KD 3.496 (3.449)] 2024-10-15 02:11:47,236 - Train: 74.10% [927050/1251000] [741.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000495] [CE 4.081 (4.291)] [KD 3.444 (3.506)] 2024-10-15 02:11:55,223 - Train: 74.11% [927100/1251000] [741.1/1000.0] [batch_t 0.153 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000495] [CE 4.633 (4.316)] [KD 3.702 (3.514)] 2024-10-15 02:12:02,955 - Train: 74.11% [927150/1251000] [741.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000495] [CE 4.526 (4.334)] [KD 3.635 (3.558)] 2024-10-15 02:12:10,711 - Train: 74.12% [927200/1251000] [741.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000494] [CE 4.077 (4.318)] [KD 3.462 (3.550)] 2024-10-15 02:12:18,484 - Train: 74.12% [927250/1251000] [741.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000494] [CE 4.147 (4.366)] [KD 3.625 (3.591)] 2024-10-15 02:12:26,198 - Train: 74.12% [927300/1251000] [741.2/1000.0] [batch_t 0.169 (0.154)] [data_t 0.004] [optim_t 0.165] [lr 0.000494] [CE 4.385 (4.379)] [KD 3.530 (3.615)] 2024-10-15 02:12:34,274 - Train: 74.13% [927350/1251000] [741.3/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.000494] [CE 3.873 (4.263)] [KD 3.105 (3.557)] 2024-10-15 02:12:42,308 - Train: 74.13% [927400/1251000] [741.3/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.000494] [CE 3.921 (4.219)] [KD 3.276 (3.527)] 2024-10-15 02:12:49,866 - Train: 74.14% [927450/1251000] [741.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000494] [CE 4.649 (4.363)] [KD 3.830 (3.622)] 2024-10-15 02:12:57,416 - Train: 74.14% [927500/1251000] [741.4/1000.0] [batch_t 0.163 (0.151)] [data_t 0.004] [optim_t 0.159] [lr 0.000494] [CE 4.321 (4.304)] [KD 3.475 (3.558)] 2024-10-15 02:13:05,120 - Train: 74.14% [927550/1251000] [741.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000494] [CE 4.450 (4.256)] [KD 3.582 (3.528)] 2024-10-15 02:13:12,700 - Train: 74.15% [927600/1251000] [741.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000493] [CE 4.413 (4.329)] [KD 3.652 (3.566)] 2024-10-15 02:13:20,619 - Train: 74.15% [927650/1251000] [741.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000493] [CE 4.670 (4.318)] [KD 4.013 (3.568)] 2024-10-15 02:13:28,522 - Train: 74.16% [927700/1251000] [741.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000493] [CE 4.109 (4.310)] [KD 3.743 (3.571)] 2024-10-15 02:13:36,289 - Train: 74.16% [927750/1251000] [741.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.142] [lr 0.000493] [CE 4.575 (4.370)] [KD 3.637 (3.601)] 2024-10-15 02:13:44,046 - Train: 74.16% [927800/1251000] [741.6/1000.0] [batch_t 0.292 (0.155)] [data_t 0.004] [optim_t 0.287] [lr 0.000493] [CE 4.134 (4.278)] [KD 3.507 (3.543)] 2024-10-15 02:13:51,625 - Train: 74.17% [927850/1251000] [741.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000493] [CE 4.439 (4.331)] [KD 3.533 (3.580)] 2024-10-15 02:13:59,214 - Train: 74.17% [927900/1251000] [741.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000493] [CE 4.634 (4.331)] [KD 3.729 (3.579)] 2024-10-15 02:14:07,224 - Train: 74.18% [927950/1251000] [741.8/1000.0] [batch_t 0.157 (0.160)] [data_t 0.004] [optim_t 0.153] [lr 0.000492] [CE 3.732 (4.326)] [KD 3.324 (3.570)] 2024-10-15 02:14:14,849 - Train: 74.18% [928000/1251000] [741.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000492] [CE 3.918 (4.320)] [KD 3.429 (3.549)] 2024-10-15 02:14:22,552 - Train: 74.18% [928050/1251000] [741.8/1000.0] [batch_t 0.163 (0.154)] [data_t 0.003] [optim_t 0.160] [lr 0.000492] [CE 4.605 (4.304)] [KD 3.934 (3.575)] 2024-10-15 02:14:30,146 - Train: 74.19% [928100/1251000] [741.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000492] [CE 4.579 (4.355)] [KD 3.760 (3.575)] 2024-10-15 02:14:37,845 - Train: 74.19% [928150/1251000] [741.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000492] [CE 3.956 (4.235)] [KD 3.365 (3.506)] 2024-10-15 02:14:45,585 - Train: 74.20% [928200/1251000] [742.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000492] [CE 4.735 (4.348)] [KD 3.960 (3.586)] 2024-10-15 02:14:57,913 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36690] [top5_cnt 45666] [top_all 50000] 2024-10-15 02:14:57,914 - net: 73.380 (91.332) 2024-10-15 02:15:03,523 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.103)] [top1_cnt 38172] [top5_cnt 46501] [top_all 50000] 2024-10-15 02:15:03,523 - net_E: 76.344 (93.002) 2024-10-15 02:15:03,657 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 02:15:03,657 - ==> Total time: 1 day, 12:12:46 Eta: 12:35:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:15:09,879 - Train: 74.20% [928250/1251000] [742.0/1000.0] [batch_t 0.148 (0.207)] [data_t 0.003] [optim_t 0.145] [lr 0.000492] [CE 4.294 (4.288)] [KD 3.623 (3.581)] 2024-10-15 02:15:17,398 - Train: 74.20% [928300/1251000] [742.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000492] [CE 3.781 (4.253)] [KD 3.325 (3.529)] 2024-10-15 02:15:24,880 - Train: 74.21% [928350/1251000] [742.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000491] [CE 4.577 (4.319)] [KD 3.700 (3.530)] 2024-10-15 02:15:32,554 - Train: 74.21% [928400/1251000] [742.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000491] [CE 4.392 (4.358)] [KD 3.421 (3.594)] 2024-10-15 02:15:40,077 - Train: 74.22% [928450/1251000] [742.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000491] [CE 4.061 (4.317)] [KD 3.281 (3.505)] 2024-10-15 02:15:47,867 - Train: 74.22% [928500/1251000] [742.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.002] [optim_t 0.149] [lr 0.000491] [CE 4.655 (4.287)] [KD 3.977 (3.527)] 2024-10-15 02:15:55,820 - Train: 74.22% [928550/1251000] [742.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000491] [CE 4.891 (4.334)] [KD 3.739 (3.575)] 2024-10-15 02:16:03,423 - Train: 74.23% [928600/1251000] [742.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000491] [CE 4.411 (4.346)] [KD 3.722 (3.570)] 2024-10-15 02:16:11,120 - Train: 74.23% [928650/1251000] [742.3/1000.0] [batch_t 0.160 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000491] [CE 4.666 (4.400)] [KD 3.929 (3.580)] 2024-10-15 02:16:18,767 - Train: 74.24% [928700/1251000] [742.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000490] [CE 4.711 (4.329)] [KD 3.886 (3.537)] 2024-10-15 02:16:26,346 - Train: 74.24% [928750/1251000] [742.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000490] [CE 3.976 (4.351)] [KD 3.457 (3.596)] 2024-10-15 02:16:34,000 - Train: 74.24% [928800/1251000] [742.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000490] [CE 4.488 (4.264)] [KD 3.593 (3.559)] 2024-10-15 02:16:41,626 - Train: 74.25% [928850/1251000] [742.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000490] [CE 4.172 (4.252)] [KD 3.438 (3.508)] 2024-10-15 02:16:49,182 - Train: 74.25% [928900/1251000] [742.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000490] [CE 4.516 (4.317)] [KD 3.823 (3.574)] 2024-10-15 02:16:57,021 - Train: 74.26% [928950/1251000] [742.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000490] [CE 4.482 (4.269)] [KD 3.859 (3.518)] 2024-10-15 02:17:04,672 - Train: 74.26% [929000/1251000] [742.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000490] [CE 3.965 (4.313)] [KD 3.519 (3.571)] 2024-10-15 02:17:12,275 - Train: 74.26% [929050/1251000] [742.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000489] [CE 4.445 (4.276)] [KD 3.626 (3.519)] 2024-10-15 02:17:20,006 - Train: 74.27% [929100/1251000] [742.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000489] [CE 4.603 (4.301)] [KD 3.783 (3.590)] 2024-10-15 02:17:27,610 - Train: 74.27% [929150/1251000] [742.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000489] [CE 3.958 (4.296)] [KD 3.449 (3.572)] 2024-10-15 02:17:35,104 - Train: 74.28% [929200/1251000] [742.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000489] [CE 4.406 (4.297)] [KD 3.590 (3.584)] 2024-10-15 02:17:42,785 - Train: 74.28% [929250/1251000] [742.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000489] [CE 4.061 (4.284)] [KD 3.541 (3.581)] 2024-10-15 02:17:50,256 - Train: 74.28% [929300/1251000] [742.8/1000.0] [batch_t 0.149 (0.149)] [data_t 0.005] [optim_t 0.144] [lr 0.000489] [CE 4.224 (4.275)] [KD 3.701 (3.548)] 2024-10-15 02:17:57,973 - Train: 74.29% [929350/1251000] [742.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000489] [CE 4.168 (4.350)] [KD 3.194 (3.569)] 2024-10-15 02:18:05,865 - Train: 74.29% [929400/1251000] [742.9/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.142] [lr 0.000489] [CE 4.555 (4.347)] [KD 3.473 (3.546)] 2024-10-15 02:18:13,402 - Train: 74.30% [929450/1251000] [743.0/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000488] [CE 3.920 (4.338)] [KD 3.315 (3.588)] 2024-10-15 02:18:25,694 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 36581] [top5_cnt 45690] [top_all 50000] 2024-10-15 02:18:25,694 - net: 73.162 (91.380) 2024-10-15 02:18:31,415 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 38184] [top5_cnt 46500] [top_all 50000] 2024-10-15 02:18:31,415 - net_E: 76.368 (93.000) 2024-10-15 02:18:31,564 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.396 (epoch: 737)] 2024-10-15 02:18:31,564 - ==> Total time: 1 day, 12:16:14 Eta: 12:32:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:18:35,047 - Train: 74.30% [929500/1251000] [743.0/1000.0] [batch_t 0.156 (0.240)] [data_t 0.005] [optim_t 0.151] [lr 0.000488] [CE 4.557 (4.413)] [KD 3.591 (3.638)] 2024-10-15 02:18:42,534 - Train: 74.30% [929550/1251000] [743.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000488] [CE 3.897 (4.245)] [KD 3.335 (3.473)] 2024-10-15 02:18:50,043 - Train: 74.31% [929600/1251000] [743.1/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000488] [CE 4.308 (4.307)] [KD 3.674 (3.548)] 2024-10-15 02:18:57,632 - Train: 74.31% [929650/1251000] [743.1/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000488] [CE 4.560 (4.282)] [KD 3.593 (3.515)] 2024-10-15 02:19:05,280 - Train: 74.32% [929700/1251000] [743.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000488] [CE 4.112 (4.267)] [KD 3.335 (3.547)] 2024-10-15 02:19:13,054 - Train: 74.32% [929750/1251000] [743.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000488] [CE 3.885 (4.327)] [KD 3.394 (3.586)] 2024-10-15 02:19:20,889 - Train: 74.32% [929800/1251000] [743.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000487] [CE 3.919 (4.282)] [KD 3.251 (3.547)] 2024-10-15 02:19:28,516 - Train: 74.33% [929850/1251000] [743.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000487] [CE 3.987 (4.257)] [KD 3.236 (3.506)] 2024-10-15 02:19:36,016 - Train: 74.33% [929900/1251000] [743.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.142] [lr 0.000487] [CE 4.270 (4.370)] [KD 3.668 (3.597)] 2024-10-15 02:19:43,601 - Train: 74.34% [929950/1251000] [743.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000487] [CE 4.851 (4.319)] [KD 3.708 (3.510)] 2024-10-15 02:19:51,185 - Train: 74.34% [930000/1251000] [743.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000487] [CE 3.972 (4.382)] [KD 3.508 (3.596)] 2024-10-15 02:19:58,766 - Train: 74.34% [930050/1251000] [743.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000487] [CE 4.390 (4.317)] [KD 3.757 (3.586)] 2024-10-15 02:20:06,540 - Train: 74.35% [930100/1251000] [743.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000487] [CE 4.319 (4.321)] [KD 3.637 (3.568)] 2024-10-15 02:20:14,243 - Train: 74.35% [930150/1251000] [743.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000487] [CE 4.078 (4.369)] [KD 3.424 (3.575)] 2024-10-15 02:20:21,918 - Train: 74.36% [930200/1251000] [743.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000486] [CE 4.737 (4.338)] [KD 3.927 (3.561)] 2024-10-15 02:20:29,739 - Train: 74.36% [930250/1251000] [743.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000486] [CE 4.401 (4.261)] [KD 3.560 (3.532)] 2024-10-15 02:20:37,424 - Train: 74.36% [930300/1251000] [743.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000486] [CE 3.957 (4.325)] [KD 3.363 (3.567)] 2024-10-15 02:20:45,244 - Train: 74.37% [930350/1251000] [743.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000486] [CE 3.970 (4.243)] [KD 3.423 (3.518)] 2024-10-15 02:20:52,956 - Train: 74.37% [930400/1251000] [743.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000486] [CE 4.075 (4.309)] [KD 3.360 (3.533)] 2024-10-15 02:21:00,532 - Train: 74.38% [930450/1251000] [743.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000486] [CE 4.701 (4.290)] [KD 3.733 (3.538)] 2024-10-15 02:21:08,388 - Train: 74.38% [930500/1251000] [743.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000486] [CE 4.064 (4.201)] [KD 3.415 (3.476)] 2024-10-15 02:21:15,971 - Train: 74.38% [930550/1251000] [743.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000485] [CE 4.672 (4.263)] [KD 3.868 (3.552)] 2024-10-15 02:21:23,786 - Train: 74.39% [930600/1251000] [743.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000485] [CE 4.077 (4.313)] [KD 3.372 (3.574)] 2024-10-15 02:21:31,434 - Train: 74.39% [930650/1251000] [743.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000485] [CE 4.039 (4.359)] [KD 3.423 (3.597)] 2024-10-15 02:21:39,064 - Train: 74.40% [930700/1251000] [744.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000485] [CE 4.408 (4.310)] [KD 3.445 (3.517)] 2024-10-15 02:21:51,328 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 36837] [top5_cnt 45852] [top_all 50000] 2024-10-15 02:21:51,329 - net: 73.674 (91.704) 2024-10-15 02:21:57,425 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 38209] [top5_cnt 46512] [top_all 50000] 2024-10-15 02:21:57,426 - net_E: 76.418 (93.024) 2024-10-15 02:21:57,576 - Max [top1: 73.684 (epoch: 738)] [top1-ema: 76.418 (epoch: 744)] 2024-10-15 02:21:57,577 - ==> Total time: 1 day, 12:19:40 Eta: 12:29:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:22:08,420 - Train: 74.40% [930750/1251000] [744.0/1000.0] [batch_t 0.149 (0.225)] [data_t 0.004] [optim_t 0.145] [lr 0.000485] [CE 4.400 (4.237)] [KD 3.582 (3.523)] 2024-10-15 02:22:16,063 - Train: 74.40% [930800/1251000] [744.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000485] [CE 4.361 (4.351)] [KD 3.375 (3.551)] 2024-10-15 02:22:23,692 - Train: 74.41% [930850/1251000] [744.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000485] [CE 4.479 (4.308)] [KD 3.485 (3.535)] 2024-10-15 02:22:31,450 - Train: 74.41% [930900/1251000] [744.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000485] [CE 4.567 (4.265)] [KD 3.809 (3.511)] 2024-10-15 02:22:39,164 - Train: 74.42% [930950/1251000] [744.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000484] [CE 4.368 (4.295)] [KD 3.687 (3.532)] 2024-10-15 02:22:46,661 - Train: 74.42% [931000/1251000] [744.2/1000.0] [batch_t 0.155 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000484] [CE 4.712 (4.300)] [KD 3.921 (3.548)] 2024-10-15 02:22:54,285 - Train: 74.42% [931050/1251000] [744.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000484] [CE 4.262 (4.205)] [KD 3.346 (3.482)] 2024-10-15 02:23:02,060 - Train: 74.43% [931100/1251000] [744.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000484] [CE 4.443 (4.257)] [KD 3.876 (3.532)] 2024-10-15 02:23:09,976 - Train: 74.43% [931150/1251000] [744.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000484] [CE 4.426 (4.283)] [KD 3.689 (3.509)] 2024-10-15 02:23:17,674 - Train: 74.44% [931200/1251000] [744.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000484] [CE 3.823 (4.240)] [KD 3.256 (3.504)] 2024-10-15 02:23:25,352 - Train: 74.44% [931250/1251000] [744.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000484] [CE 4.348 (4.305)] [KD 3.512 (3.528)] 2024-10-15 02:23:33,131 - Train: 74.44% [931300/1251000] [744.4/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000483] [CE 4.720 (4.328)] [KD 3.792 (3.568)] 2024-10-15 02:23:41,063 - Train: 74.45% [931350/1251000] [744.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000483] [CE 4.340 (4.205)] [KD 3.402 (3.513)] 2024-10-15 02:23:48,818 - Train: 74.45% [931400/1251000] [744.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000483] [CE 4.679 (4.375)] [KD 3.969 (3.585)] 2024-10-15 02:23:56,668 - Train: 74.46% [931450/1251000] [744.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000483] [CE 3.817 (4.320)] [KD 3.250 (3.553)] 2024-10-15 02:24:04,346 - Train: 74.46% [931500/1251000] [744.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000483] [CE 4.285 (4.324)] [KD 3.461 (3.585)] 2024-10-15 02:24:12,031 - Train: 74.46% [931550/1251000] [744.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000483] [CE 3.960 (4.385)] [KD 3.152 (3.591)] 2024-10-15 02:24:19,652 - Train: 74.47% [931600/1251000] [744.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000483] [CE 4.332 (4.278)] [KD 3.592 (3.531)] 2024-10-15 02:24:27,172 - Train: 74.47% [931650/1251000] [744.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000482] [CE 3.665 (4.287)] [KD 3.195 (3.590)] 2024-10-15 02:24:34,878 - Train: 74.48% [931700/1251000] [744.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000482] [CE 4.759 (4.326)] [KD 3.752 (3.576)] 2024-10-15 02:24:42,653 - Train: 74.48% [931750/1251000] [744.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000482] [CE 4.120 (4.318)] [KD 3.351 (3.531)] 2024-10-15 02:24:50,282 - Train: 74.48% [931800/1251000] [744.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000482] [CE 4.326 (4.322)] [KD 3.449 (3.558)] 2024-10-15 02:24:57,845 - Train: 74.49% [931850/1251000] [744.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000482] [CE 4.188 (4.317)] [KD 3.366 (3.536)] 2024-10-15 02:25:05,615 - Train: 74.49% [931900/1251000] [744.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000482] [CE 4.402 (4.265)] [KD 3.563 (3.501)] 2024-10-15 02:25:13,374 - Train: 74.50% [931950/1251000] [745.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000482] [CE 4.153 (4.272)] [KD 3.481 (3.496)] 2024-10-15 02:25:25,958 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37001] [top5_cnt 45804] [top_all 50000] 2024-10-15 02:25:25,959 - net: 74.002 (91.608) 2024-10-15 02:25:31,891 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38237] [top5_cnt 46528] [top_all 50000] 2024-10-15 02:25:31,891 - net_E: 76.474 (93.056) 2024-10-15 02:25:32,019 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.474 (epoch: 745)] 2024-10-15 02:25:32,019 - ==> Total time: 1 day, 12:23:15 Eta: 12:27:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:25:41,228 - Train: 74.50% [932000/1251000] [745.0/1000.0] [batch_t 0.152 (0.248)] [data_t 0.005] [optim_t 0.148] [lr 0.000482] [CE 4.571 (4.294)] [KD 3.752 (3.596)] 2024-10-15 02:25:48,827 - Train: 74.50% [932050/1251000] [745.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000481] [CE 4.767 (4.365)] [KD 3.685 (3.530)] 2024-10-15 02:25:56,326 - Train: 74.51% [932100/1251000] [745.1/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000481] [CE 4.913 (4.187)] [KD 3.777 (3.506)] 2024-10-15 02:26:04,015 - Train: 74.51% [932150/1251000] [745.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000481] [CE 4.246 (4.337)] [KD 3.497 (3.562)] 2024-10-15 02:26:11,676 - Train: 74.52% [932200/1251000] [745.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000481] [CE 4.664 (4.262)] [KD 3.873 (3.514)] 2024-10-15 02:26:19,471 - Train: 74.52% [932250/1251000] [745.2/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000481] [CE 4.285 (4.234)] [KD 3.329 (3.470)] 2024-10-15 02:26:27,211 - Train: 74.52% [932300/1251000] [745.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000481] [CE 4.102 (4.331)] [KD 3.435 (3.539)] 2024-10-15 02:26:34,856 - Train: 74.53% [932350/1251000] [745.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000481] [CE 4.277 (4.260)] [KD 3.583 (3.502)] 2024-10-15 02:26:42,621 - Train: 74.53% [932400/1251000] [745.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000480] [CE 4.728 (4.316)] [KD 3.787 (3.538)] 2024-10-15 02:26:50,151 - Train: 74.54% [932450/1251000] [745.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000480] [CE 4.408 (4.286)] [KD 3.504 (3.509)] 2024-10-15 02:26:57,684 - Train: 74.54% [932500/1251000] [745.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000480] [CE 4.585 (4.321)] [KD 3.770 (3.546)] 2024-10-15 02:27:05,646 - Train: 74.54% [932550/1251000] [745.4/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000480] [CE 4.259 (4.387)] [KD 3.356 (3.583)] 2024-10-15 02:27:13,472 - Train: 74.55% [932600/1251000] [745.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000480] [CE 4.439 (4.271)] [KD 3.621 (3.509)] 2024-10-15 02:27:21,044 - Train: 74.55% [932650/1251000] [745.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000480] [CE 4.142 (4.281)] [KD 3.531 (3.524)] 2024-10-15 02:27:28,701 - Train: 74.56% [932700/1251000] [745.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000480] [CE 4.428 (4.334)] [KD 3.645 (3.510)] 2024-10-15 02:27:36,317 - Train: 74.56% [932750/1251000] [745.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000480] [CE 4.807 (4.313)] [KD 3.854 (3.543)] 2024-10-15 02:27:44,208 - Train: 74.56% [932800/1251000] [745.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000479] [CE 4.289 (4.276)] [KD 3.487 (3.534)] 2024-10-15 02:27:52,248 - Train: 74.57% [932850/1251000] [745.7/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.000479] [CE 4.263 (4.314)] [KD 3.500 (3.570)] 2024-10-15 02:27:59,802 - Train: 74.57% [932900/1251000] [745.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000479] [CE 4.264 (4.293)] [KD 3.523 (3.532)] 2024-10-15 02:28:07,431 - Train: 74.58% [932950/1251000] [745.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000479] [CE 4.725 (4.300)] [KD 3.856 (3.533)] 2024-10-15 02:28:15,236 - Train: 74.58% [933000/1251000] [745.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000479] [CE 3.817 (4.300)] [KD 3.308 (3.517)] 2024-10-15 02:28:22,803 - Train: 74.58% [933050/1251000] [745.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000479] [CE 4.076 (4.206)] [KD 3.217 (3.468)] 2024-10-15 02:28:30,724 - Train: 74.59% [933100/1251000] [745.9/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000479] [CE 4.520 (4.278)] [KD 3.718 (3.515)] 2024-10-15 02:28:38,601 - Train: 74.59% [933150/1251000] [745.9/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000478] [CE 4.309 (4.313)] [KD 3.235 (3.530)] 2024-10-15 02:28:46,350 - Train: 74.60% [933200/1251000] [746.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000478] [CE 4.532 (4.301)] [KD 3.624 (3.536)] 2024-10-15 02:28:59,127 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 36724] [top5_cnt 45724] [top_all 50000] 2024-10-15 02:28:59,127 - net: 73.448 (91.448) 2024-10-15 02:29:04,819 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38279] [top5_cnt 46536] [top_all 50000] 2024-10-15 02:29:04,819 - net_E: 76.558 (93.072) 2024-10-15 02:29:04,969 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.558 (epoch: 746)] 2024-10-15 02:29:04,969 - ==> Total time: 1 day, 12:26:48 Eta: 12:24:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:29:13,313 - Train: 74.60% [933250/1251000] [746.0/1000.0] [batch_t 0.150 (0.246)] [data_t 0.004] [optim_t 0.146] [lr 0.000478] [CE 4.276 (4.381)] [KD 3.548 (3.570)] 2024-10-15 02:29:20,958 - Train: 74.60% [933300/1251000] [746.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000478] [CE 4.482 (4.290)] [KD 3.707 (3.483)] 2024-10-15 02:29:28,557 - Train: 74.61% [933350/1251000] [746.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000478] [CE 4.612 (4.284)] [KD 3.575 (3.513)] 2024-10-15 02:29:36,266 - Train: 74.61% [933400/1251000] [746.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000478] [CE 3.977 (4.250)] [KD 3.302 (3.519)] 2024-10-15 02:29:44,096 - Train: 74.62% [933450/1251000] [746.2/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000478] [CE 4.560 (4.279)] [KD 3.647 (3.504)] 2024-10-15 02:29:51,983 - Train: 74.62% [933500/1251000] [746.2/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000478] [CE 4.509 (4.299)] [KD 3.842 (3.535)] 2024-10-15 02:29:59,560 - Train: 74.62% [933550/1251000] [746.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000477] [CE 4.291 (4.299)] [KD 3.455 (3.564)] 2024-10-15 02:30:07,337 - Train: 74.63% [933600/1251000] [746.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000477] [CE 4.099 (4.228)] [KD 3.338 (3.464)] 2024-10-15 02:30:15,178 - Train: 74.63% [933650/1251000] [746.3/1000.0] [batch_t 0.164 (0.157)] [data_t 0.004] [optim_t 0.160] [lr 0.000477] [CE 4.107 (4.224)] [KD 3.485 (3.460)] 2024-10-15 02:30:23,105 - Train: 74.64% [933700/1251000] [746.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000477] [CE 4.131 (4.325)] [KD 3.415 (3.514)] 2024-10-15 02:30:30,776 - Train: 74.64% [933750/1251000] [746.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000477] [CE 4.721 (4.221)] [KD 3.750 (3.506)] 2024-10-15 02:30:38,440 - Train: 74.64% [933800/1251000] [746.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000477] [CE 4.115 (4.351)] [KD 3.443 (3.571)] 2024-10-15 02:30:46,341 - Train: 74.65% [933850/1251000] [746.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000477] [CE 4.122 (4.242)] [KD 3.502 (3.505)] 2024-10-15 02:30:54,227 - Train: 74.65% [933900/1251000] [746.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000476] [CE 4.583 (4.261)] [KD 3.547 (3.473)] 2024-10-15 02:31:01,986 - Train: 74.66% [933950/1251000] [746.6/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000476] [CE 3.918 (4.308)] [KD 3.289 (3.514)] 2024-10-15 02:31:09,645 - Train: 74.66% [934000/1251000] [746.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000476] [CE 3.991 (4.312)] [KD 3.359 (3.540)] 2024-10-15 02:31:17,230 - Train: 74.66% [934050/1251000] [746.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000476] [CE 4.015 (4.297)] [KD 3.439 (3.528)] 2024-10-15 02:31:25,126 - Train: 74.67% [934100/1251000] [746.7/1000.0] [batch_t 0.286 (0.158)] [data_t 0.003] [optim_t 0.283] [lr 0.000476] [CE 3.869 (4.258)] [KD 3.045 (3.505)] 2024-10-15 02:31:32,663 - Train: 74.67% [934150/1251000] [746.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000476] [CE 4.563 (4.398)] [KD 3.639 (3.579)] 2024-10-15 02:31:40,325 - Train: 74.68% [934200/1251000] [746.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000476] [CE 4.420 (4.255)] [KD 3.674 (3.500)] 2024-10-15 02:31:47,900 - Train: 74.68% [934250/1251000] [746.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000476] [CE 4.093 (4.403)] [KD 3.367 (3.595)] 2024-10-15 02:31:55,742 - Train: 74.68% [934300/1251000] [746.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000475] [CE 4.208 (4.309)] [KD 3.441 (3.532)] 2024-10-15 02:32:03,567 - Train: 74.69% [934350/1251000] [746.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000475] [CE 4.438 (4.321)] [KD 3.554 (3.527)] 2024-10-15 02:32:11,170 - Train: 74.69% [934400/1251000] [746.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000475] [CE 4.675 (4.346)] [KD 3.644 (3.548)] 2024-10-15 02:32:18,715 - Train: 74.70% [934450/1251000] [747.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000475] [CE 4.433 (4.315)] [KD 3.532 (3.530)] 2024-10-15 02:32:31,458 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36671] [top5_cnt 45674] [top_all 50000] 2024-10-15 02:32:31,458 - net: 73.342 (91.348) 2024-10-15 02:32:37,206 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38275] [top5_cnt 46516] [top_all 50000] 2024-10-15 02:32:37,206 - net_E: 76.550 (93.032) 2024-10-15 02:32:37,368 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.558 (epoch: 746)] 2024-10-15 02:32:37,368 - ==> Total time: 1 day, 12:30:20 Eta: 12:21:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:32:40,272 - Train: 74.70% [934500/1251000] [747.0/1000.0] [batch_t 0.149 (0.279)] [data_t 0.003] [optim_t 0.146] [lr 0.000475] [CE 4.359 (4.414)] [KD 3.559 (3.605)] 2024-10-15 02:32:48,071 - Train: 74.70% [934550/1251000] [747.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000475] [CE 4.518 (4.244)] [KD 3.499 (3.449)] 2024-10-15 02:32:55,813 - Train: 74.71% [934600/1251000] [747.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000475] [CE 4.442 (4.368)] [KD 3.596 (3.546)] 2024-10-15 02:33:03,395 - Train: 74.71% [934650/1251000] [747.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000474] [CE 4.332 (4.350)] [KD 3.512 (3.512)] 2024-10-15 02:33:11,113 - Train: 74.72% [934700/1251000] [747.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000474] [CE 3.601 (4.289)] [KD 2.999 (3.510)] 2024-10-15 02:33:18,932 - Train: 74.72% [934750/1251000] [747.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000474] [CE 4.246 (4.327)] [KD 3.521 (3.533)] 2024-10-15 02:33:26,757 - Train: 74.72% [934800/1251000] [747.2/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000474] [CE 4.251 (4.192)] [KD 3.490 (3.419)] 2024-10-15 02:33:34,294 - Train: 74.73% [934850/1251000] [747.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000474] [CE 4.361 (4.334)] [KD 3.328 (3.517)] 2024-10-15 02:33:41,824 - Train: 74.73% [934900/1251000] [747.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000474] [CE 4.623 (4.319)] [KD 3.731 (3.522)] 2024-10-15 02:33:49,639 - Train: 74.74% [934950/1251000] [747.4/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000474] [CE 4.182 (4.327)] [KD 3.338 (3.534)] 2024-10-15 02:33:57,160 - Train: 74.74% [935000/1251000] [747.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000474] [CE 3.727 (4.308)] [KD 3.268 (3.501)] 2024-10-15 02:34:04,923 - Train: 74.74% [935050/1251000] [747.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000473] [CE 4.365 (4.280)] [KD 3.341 (3.458)] 2024-10-15 02:34:12,469 - Train: 74.75% [935100/1251000] [747.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000473] [CE 4.278 (4.278)] [KD 3.418 (3.521)] 2024-10-15 02:34:20,253 - Train: 74.75% [935150/1251000] [747.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000473] [CE 4.413 (4.258)] [KD 3.521 (3.513)] 2024-10-15 02:34:28,042 - Train: 74.76% [935200/1251000] [747.6/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000473] [CE 4.424 (4.250)] [KD 3.397 (3.488)] 2024-10-15 02:34:35,573 - Train: 74.76% [935250/1251000] [747.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000473] [CE 3.697 (4.280)] [KD 3.203 (3.511)] 2024-10-15 02:34:43,102 - Train: 74.76% [935300/1251000] [747.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000473] [CE 4.356 (4.241)] [KD 3.580 (3.487)] 2024-10-15 02:34:50,867 - Train: 74.77% [935350/1251000] [747.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000473] [CE 3.828 (4.317)] [KD 3.278 (3.560)] 2024-10-15 02:34:58,610 - Train: 74.77% [935400/1251000] [747.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000472] [CE 4.571 (4.344)] [KD 3.581 (3.586)] 2024-10-15 02:35:06,368 - Train: 74.78% [935450/1251000] [747.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000472] [CE 4.148 (4.281)] [KD 3.558 (3.487)] 2024-10-15 02:35:14,013 - Train: 74.78% [935500/1251000] [747.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000472] [CE 4.630 (4.355)] [KD 3.741 (3.558)] 2024-10-15 02:35:21,720 - Train: 74.78% [935550/1251000] [747.8/1000.0] [batch_t 0.162 (0.154)] [data_t 0.003] [optim_t 0.159] [lr 0.000472] [CE 4.158 (4.351)] [KD 3.420 (3.523)] 2024-10-15 02:35:29,696 - Train: 74.79% [935600/1251000] [747.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000472] [CE 4.488 (4.343)] [KD 3.654 (3.519)] 2024-10-15 02:35:37,624 - Train: 74.79% [935650/1251000] [747.9/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000472] [CE 4.366 (4.253)] [KD 3.650 (3.472)] 2024-10-15 02:35:45,208 - Train: 74.80% [935700/1251000] [748.0/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000472] [CE 4.352 (4.364)] [KD 3.562 (3.564)] 2024-10-15 02:35:58,221 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 36944] [top5_cnt 45798] [top_all 50000] 2024-10-15 02:35:58,221 - net: 73.888 (91.596) 2024-10-15 02:36:04,182 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38305] [top5_cnt 46510] [top_all 50000] 2024-10-15 02:36:04,182 - net_E: 76.610 (93.020) 2024-10-15 02:36:04,347 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:36:04,348 - ==> Total time: 1 day, 12:33:47 Eta: 12:19:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:36:14,378 - Train: 74.80% [935750/1251000] [748.0/1000.0] [batch_t 0.155 (0.344)] [data_t 0.003] [optim_t 0.153] [lr 0.000472] [CE 4.057 (4.144)] [KD 3.383 (3.472)] 2024-10-15 02:36:22,142 - Train: 74.80% [935800/1251000] [748.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000471] [CE 3.976 (4.301)] [KD 3.383 (3.504)] 2024-10-15 02:36:29,771 - Train: 74.81% [935850/1251000] [748.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000471] [CE 4.475 (4.411)] [KD 3.611 (3.568)] 2024-10-15 02:36:37,676 - Train: 74.81% [935900/1251000] [748.1/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.000471] [CE 4.758 (4.283)] [KD 3.851 (3.483)] 2024-10-15 02:36:45,400 - Train: 74.82% [935950/1251000] [748.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000471] [CE 4.437 (4.320)] [KD 3.689 (3.486)] 2024-10-15 02:36:53,278 - Train: 74.82% [936000/1251000] [748.2/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000471] [CE 4.094 (4.330)] [KD 3.267 (3.488)] 2024-10-15 02:37:01,156 - Train: 74.82% [936050/1251000] [748.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000471] [CE 4.599 (4.360)] [KD 3.494 (3.561)] 2024-10-15 02:37:08,830 - Train: 74.83% [936100/1251000] [748.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000471] [CE 4.479 (4.262)] [KD 3.618 (3.482)] 2024-10-15 02:37:16,476 - Train: 74.83% [936150/1251000] [748.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000471] [CE 4.487 (4.303)] [KD 3.497 (3.512)] 2024-10-15 02:37:24,290 - Train: 74.84% [936200/1251000] [748.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000470] [CE 4.521 (4.282)] [KD 3.639 (3.488)] 2024-10-15 02:37:32,157 - Train: 74.84% [936250/1251000] [748.4/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000470] [CE 4.443 (4.299)] [KD 3.461 (3.510)] 2024-10-15 02:37:39,888 - Train: 74.84% [936300/1251000] [748.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000470] [CE 4.141 (4.321)] [KD 3.412 (3.526)] 2024-10-15 02:37:47,745 - Train: 74.85% [936350/1251000] [748.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000470] [CE 4.304 (4.288)] [KD 3.389 (3.559)] 2024-10-15 02:37:55,340 - Train: 74.85% [936400/1251000] [748.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000470] [CE 4.786 (4.281)] [KD 3.905 (3.501)] 2024-10-15 02:38:03,221 - Train: 74.86% [936450/1251000] [748.6/1000.0] [batch_t 0.155 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.000470] [CE 4.550 (4.267)] [KD 3.502 (3.515)] 2024-10-15 02:38:10,939 - Train: 74.86% [936500/1251000] [748.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000470] [CE 4.037 (4.364)] [KD 3.387 (3.576)] 2024-10-15 02:38:18,612 - Train: 74.86% [936550/1251000] [748.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000469] [CE 3.864 (4.300)] [KD 3.561 (3.547)] 2024-10-15 02:38:26,168 - Train: 74.87% [936600/1251000] [748.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000469] [CE 4.499 (4.322)] [KD 3.512 (3.513)] 2024-10-15 02:38:34,114 - Train: 74.87% [936650/1251000] [748.7/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000469] [CE 4.431 (4.274)] [KD 3.520 (3.506)] 2024-10-15 02:38:41,691 - Train: 74.88% [936700/1251000] [748.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000469] [CE 4.618 (4.351)] [KD 3.637 (3.541)] 2024-10-15 02:38:49,480 - Train: 74.88% [936750/1251000] [748.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.000469] [CE 4.361 (4.244)] [KD 3.614 (3.469)] 2024-10-15 02:38:57,150 - Train: 74.88% [936800/1251000] [748.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000469] [CE 4.746 (4.291)] [KD 3.752 (3.498)] 2024-10-15 02:39:04,905 - Train: 74.89% [936850/1251000] [748.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000469] [CE 4.729 (4.335)] [KD 3.760 (3.540)] 2024-10-15 02:39:12,844 - Train: 74.89% [936900/1251000] [748.9/1000.0] [batch_t 0.146 (0.159)] [data_t 0.003] [optim_t 0.143] [lr 0.000469] [CE 4.246 (4.298)] [KD 3.496 (3.494)] 2024-10-15 02:39:20,479 - Train: 74.90% [936950/1251000] [749.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000468] [CE 4.070 (4.300)] [KD 3.434 (3.527)] 2024-10-15 02:39:33,631 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36876] [top5_cnt 45727] [top_all 50000] 2024-10-15 02:39:33,631 - net: 73.752 (91.454) 2024-10-15 02:39:39,591 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38283] [top5_cnt 46532] [top_all 50000] 2024-10-15 02:39:39,591 - net_E: 76.566 (93.064) 2024-10-15 02:39:39,789 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:39:39,790 - ==> Total time: 1 day, 12:37:23 Eta: 12:16:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:39:42,111 - Train: 74.90% [937000/1251000] [749.0/1000.0] [batch_t 0.491 (0.491)] [data_t 0.313] [optim_t 0.178] [lr 0.000468] [CE 4.408 (4.408)] [KD 3.438 (3.438)] 2024-10-15 02:39:49,744 - Train: 74.90% [937050/1251000] [749.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000468] [CE 3.825 (4.308)] [KD 3.243 (3.468)] 2024-10-15 02:39:57,588 - Train: 74.91% [937100/1251000] [749.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000468] [CE 4.226 (4.339)] [KD 3.474 (3.500)] 2024-10-15 02:40:05,302 - Train: 74.91% [937150/1251000] [749.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000468] [CE 4.352 (4.356)] [KD 3.739 (3.500)] 2024-10-15 02:40:13,168 - Train: 74.92% [937200/1251000] [749.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000468] [CE 3.905 (4.309)] [KD 3.414 (3.500)] 2024-10-15 02:40:20,764 - Train: 74.92% [937250/1251000] [749.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000468] [CE 3.964 (4.287)] [KD 3.280 (3.495)] 2024-10-15 02:40:28,590 - Train: 74.92% [937300/1251000] [749.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000467] [CE 4.148 (4.309)] [KD 3.346 (3.496)] 2024-10-15 02:40:36,238 - Train: 74.93% [937350/1251000] [749.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000467] [CE 4.426 (4.299)] [KD 3.816 (3.509)] 2024-10-15 02:40:43,866 - Train: 74.93% [937400/1251000] [749.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000467] [CE 4.377 (4.228)] [KD 3.458 (3.486)] 2024-10-15 02:40:51,570 - Train: 74.94% [937450/1251000] [749.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000467] [CE 4.486 (4.231)] [KD 3.590 (3.485)] 2024-10-15 02:40:59,259 - Train: 74.94% [937500/1251000] [749.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000467] [CE 4.288 (4.220)] [KD 3.516 (3.471)] 2024-10-15 02:41:06,968 - Train: 74.94% [937550/1251000] [749.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000467] [CE 4.610 (4.323)] [KD 3.748 (3.532)] 2024-10-15 02:41:14,702 - Train: 74.95% [937600/1251000] [749.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000467] [CE 4.594 (4.341)] [KD 3.836 (3.549)] 2024-10-15 02:41:22,434 - Train: 74.95% [937650/1251000] [749.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000467] [CE 4.257 (4.282)] [KD 3.431 (3.504)] 2024-10-15 02:41:30,288 - Train: 74.96% [937700/1251000] [749.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000466] [CE 3.917 (4.259)] [KD 3.319 (3.477)] 2024-10-15 02:41:38,019 - Train: 74.96% [937750/1251000] [749.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000466] [CE 3.866 (4.266)] [KD 3.087 (3.476)] 2024-10-15 02:41:45,801 - Train: 74.96% [937800/1251000] [749.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000466] [CE 4.222 (4.328)] [KD 3.441 (3.489)] 2024-10-15 02:41:53,444 - Train: 74.97% [937850/1251000] [749.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000466] [CE 4.331 (4.210)] [KD 3.620 (3.416)] 2024-10-15 02:42:01,262 - Train: 74.97% [937900/1251000] [749.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000466] [CE 4.103 (4.243)] [KD 3.527 (3.475)] 2024-10-15 02:42:08,905 - Train: 74.98% [937950/1251000] [749.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000466] [CE 4.723 (4.314)] [KD 3.697 (3.512)] 2024-10-15 02:42:16,521 - Train: 74.98% [938000/1251000] [749.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000466] [CE 4.438 (4.352)] [KD 3.573 (3.552)] 2024-10-15 02:42:24,650 - Train: 74.98% [938050/1251000] [749.8/1000.0] [batch_t 0.152 (0.162)] [data_t 0.005] [optim_t 0.147] [lr 0.000465] [CE 4.268 (4.315)] [KD 3.626 (3.520)] 2024-10-15 02:42:32,243 - Train: 74.99% [938100/1251000] [749.9/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000465] [CE 4.258 (4.258)] [KD 3.434 (3.484)] 2024-10-15 02:42:40,059 - Train: 74.99% [938150/1251000] [749.9/1000.0] [batch_t 0.162 (0.156)] [data_t 0.004] [optim_t 0.158] [lr 0.000465] [CE 3.612 (4.308)] [KD 3.149 (3.544)] 2024-10-15 02:42:47,776 - Train: 75.00% [938200/1251000] [750.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000465] [CE 4.099 (4.315)] [KD 3.309 (3.545)] 2024-10-15 02:42:55,255 - Train: 75.00% [938250/1251000] [750.0/1000.0] [batch_t 0.144 (0.149)] [data_t 0.006] [optim_t 0.138] [lr 0.000465] [CE 3.953 (4.293)] [KD 3.388 (3.522)] 2024-10-15 02:43:01,041 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 36967] [top5_cnt 45863] [top_all 50000] 2024-10-15 02:43:01,041 - net: 73.934 (91.726) 2024-10-15 02:43:06,962 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38260] [top5_cnt 46502] [top_all 50000] 2024-10-15 02:43:06,962 - net_E: 76.520 (93.004) 2024-10-15 02:43:07,102 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:43:07,103 - ==> Total time: 1 day, 12:40:50 Eta: 12:13:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:43:21,286 - Train: 75.00% [938300/1251000] [750.0/1000.0] [batch_t 0.158 (0.160)] [data_t 0.004] [optim_t 0.154] [lr 0.000465] [CE 4.318 (4.332)] [KD 3.619 (3.513)] 2024-10-15 02:43:28,776 - Train: 75.01% [938350/1251000] [750.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000465] [CE 4.413 (4.310)] [KD 3.624 (3.510)] 2024-10-15 02:43:36,611 - Train: 75.01% [938400/1251000] [750.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000465] [CE 4.000 (4.245)] [KD 3.332 (3.476)] 2024-10-15 02:43:44,553 - Train: 75.02% [938450/1251000] [750.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000464] [CE 4.110 (4.306)] [KD 3.561 (3.522)] 2024-10-15 02:43:52,058 - Train: 75.02% [938500/1251000] [750.2/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000464] [CE 4.118 (4.314)] [KD 3.310 (3.523)] 2024-10-15 02:43:59,712 - Train: 75.02% [938550/1251000] [750.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000464] [CE 4.629 (4.272)] [KD 3.654 (3.479)] 2024-10-15 02:44:07,397 - Train: 75.03% [938600/1251000] [750.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000464] [CE 3.854 (4.281)] [KD 3.165 (3.492)] 2024-10-15 02:44:14,926 - Train: 75.03% [938650/1251000] [750.3/1000.0] [batch_t 0.160 (0.150)] [data_t 0.003] [optim_t 0.158] [lr 0.000464] [CE 4.447 (4.325)] [KD 3.574 (3.557)] 2024-10-15 02:44:22,701 - Train: 75.04% [938700/1251000] [750.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000464] [CE 4.177 (4.337)] [KD 3.588 (3.539)] 2024-10-15 02:44:30,380 - Train: 75.04% [938750/1251000] [750.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000464] [CE 4.785 (4.372)] [KD 3.817 (3.543)] 2024-10-15 02:44:38,059 - Train: 75.04% [938800/1251000] [750.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000463] [CE 4.350 (4.336)] [KD 3.593 (3.548)] 2024-10-15 02:44:45,610 - Train: 75.05% [938850/1251000] [750.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000463] [CE 4.539 (4.257)] [KD 3.717 (3.450)] 2024-10-15 02:44:53,449 - Train: 75.05% [938900/1251000] [750.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000463] [CE 3.776 (4.319)] [KD 3.120 (3.474)] 2024-10-15 02:45:01,028 - Train: 75.06% [938950/1251000] [750.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000463] [CE 4.635 (4.251)] [KD 3.837 (3.479)] 2024-10-15 02:45:08,914 - Train: 75.06% [939000/1251000] [750.6/1000.0] [batch_t 0.159 (0.158)] [data_t 0.005] [optim_t 0.154] [lr 0.000463] [CE 4.729 (4.271)] [KD 3.644 (3.471)] 2024-10-15 02:45:16,600 - Train: 75.06% [939050/1251000] [750.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000463] [CE 4.140 (4.257)] [KD 3.574 (3.463)] 2024-10-15 02:45:24,263 - Train: 75.07% [939100/1251000] [750.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000463] [CE 4.609 (4.245)] [KD 3.809 (3.444)] 2024-10-15 02:45:31,950 - Train: 75.07% [939150/1251000] [750.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000463] [CE 4.663 (4.280)] [KD 3.889 (3.466)] 2024-10-15 02:45:39,531 - Train: 75.08% [939200/1251000] [750.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000462] [CE 4.716 (4.285)] [KD 3.747 (3.503)] 2024-10-15 02:45:47,162 - Train: 75.08% [939250/1251000] [750.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000462] [CE 4.054 (4.266)] [KD 3.345 (3.466)] 2024-10-15 02:45:55,188 - Train: 75.08% [939300/1251000] [750.8/1000.0] [batch_t 0.157 (0.160)] [data_t 0.005] [optim_t 0.153] [lr 0.000462] [CE 4.410 (4.328)] [KD 3.701 (3.497)] 2024-10-15 02:46:02,727 - Train: 75.09% [939350/1251000] [750.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.000462] [CE 3.986 (4.298)] [KD 3.429 (3.522)] 2024-10-15 02:46:10,279 - Train: 75.09% [939400/1251000] [750.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.007] [optim_t 0.145] [lr 0.000462] [CE 4.618 (4.334)] [KD 3.752 (3.517)] 2024-10-15 02:46:18,009 - Train: 75.10% [939450/1251000] [751.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000462] [CE 4.219 (4.352)] [KD 3.571 (3.558)] 2024-10-15 02:46:25,585 - Train: 75.10% [939500/1251000] [751.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000462] [CE 4.001 (4.325)] [KD 3.523 (3.544)] 2024-10-15 02:46:31,459 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 36961] [top5_cnt 45891] [top_all 50000] 2024-10-15 02:46:31,459 - net: 73.922 (91.782) 2024-10-15 02:46:37,348 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38256] [top5_cnt 46487] [top_all 50000] 2024-10-15 02:46:37,348 - net_E: 76.512 (92.974) 2024-10-15 02:46:37,468 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:46:37,469 - ==> Total time: 1 day, 12:44:20 Eta: 12:10:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:46:47,393 - Train: 75.10% [939550/1251000] [751.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.005] [optim_t 0.146] [lr 0.000462] [CE 4.894 (4.311)] [KD 3.851 (3.517)] 2024-10-15 02:46:55,405 - Train: 75.11% [939600/1251000] [751.1/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.000461] [CE 3.829 (4.315)] [KD 3.411 (3.522)] 2024-10-15 02:47:03,183 - Train: 75.11% [939650/1251000] [751.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000461] [CE 4.598 (4.306)] [KD 3.613 (3.509)] 2024-10-15 02:47:10,768 - Train: 75.12% [939700/1251000] [751.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000461] [CE 4.002 (4.295)] [KD 3.279 (3.490)] 2024-10-15 02:47:18,398 - Train: 75.12% [939750/1251000] [751.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000461] [CE 3.989 (4.316)] [KD 3.442 (3.528)] 2024-10-15 02:47:25,995 - Train: 75.12% [939800/1251000] [751.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000461] [CE 3.929 (4.295)] [KD 3.222 (3.473)] 2024-10-15 02:47:33,561 - Train: 75.13% [939850/1251000] [751.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000461] [CE 4.348 (4.306)] [KD 3.486 (3.513)] 2024-10-15 02:47:41,377 - Train: 75.13% [939900/1251000] [751.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.002] [optim_t 0.149] [lr 0.000461] [CE 4.395 (4.320)] [KD 3.644 (3.493)] 2024-10-15 02:47:49,230 - Train: 75.14% [939950/1251000] [751.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000460] [CE 4.451 (4.322)] [KD 3.419 (3.502)] 2024-10-15 02:47:56,993 - Train: 75.14% [940000/1251000] [751.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000460] [CE 4.032 (4.303)] [KD 3.296 (3.501)] 2024-10-15 02:48:04,691 - Train: 75.14% [940050/1251000] [751.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000460] [CE 4.476 (4.310)] [KD 3.678 (3.515)] 2024-10-15 02:48:12,242 - Train: 75.15% [940100/1251000] [751.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000460] [CE 4.403 (4.272)] [KD 3.661 (3.490)] 2024-10-15 02:48:19,767 - Train: 75.15% [940150/1251000] [751.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000460] [CE 4.254 (4.286)] [KD 3.549 (3.468)] 2024-10-15 02:48:27,412 - Train: 75.16% [940200/1251000] [751.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000460] [CE 4.212 (4.255)] [KD 3.578 (3.438)] 2024-10-15 02:48:35,203 - Train: 75.16% [940250/1251000] [751.6/1000.0] [batch_t 0.266 (0.156)] [data_t 0.005] [optim_t 0.261] [lr 0.000460] [CE 4.056 (4.232)] [KD 3.197 (3.474)] 2024-10-15 02:48:42,749 - Train: 75.16% [940300/1251000] [751.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000460] [CE 4.175 (4.376)] [KD 3.330 (3.566)] 2024-10-15 02:48:50,332 - Train: 75.17% [940350/1251000] [751.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000459] [CE 4.486 (4.338)] [KD 3.502 (3.527)] 2024-10-15 02:48:58,245 - Train: 75.17% [940400/1251000] [751.7/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000459] [CE 4.384 (4.251)] [KD 3.401 (3.480)] 2024-10-15 02:49:06,193 - Train: 75.18% [940450/1251000] [751.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000459] [CE 4.093 (4.259)] [KD 3.622 (3.489)] 2024-10-15 02:49:13,869 - Train: 75.18% [940500/1251000] [751.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000459] [CE 3.758 (4.328)] [KD 3.285 (3.547)] 2024-10-15 02:49:21,382 - Train: 75.18% [940550/1251000] [751.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000459] [CE 4.316 (4.307)] [KD 3.512 (3.525)] 2024-10-15 02:49:28,985 - Train: 75.19% [940600/1251000] [751.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000459] [CE 4.336 (4.259)] [KD 3.552 (3.464)] 2024-10-15 02:49:36,567 - Train: 75.19% [940650/1251000] [751.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000459] [CE 4.586 (4.307)] [KD 3.804 (3.501)] 2024-10-15 02:49:44,306 - Train: 75.20% [940700/1251000] [752.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000459] [CE 4.141 (4.200)] [KD 3.298 (3.428)] 2024-10-15 02:49:52,000 - Train: 75.20% [940750/1251000] [752.0/1000.0] [batch_t 0.144 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.000458] [CE 4.163 (4.325)] [KD 3.416 (3.490)] 2024-10-15 02:49:58,056 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 36911] [top5_cnt 45833] [top_all 50000] 2024-10-15 02:49:58,056 - net: 73.822 (91.666) 2024-10-15 02:50:03,996 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38283] [top5_cnt 46497] [top_all 50000] 2024-10-15 02:50:03,997 - net_E: 76.566 (92.994) 2024-10-15 02:50:04,106 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:50:04,106 - ==> Total time: 1 day, 12:47:47 Eta: 12:08:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:50:16,773 - Train: 75.20% [940800/1251000] [752.0/1000.0] [batch_t 0.148 (0.164)] [data_t 0.003] [optim_t 0.146] [lr 0.000458] [CE 4.124 (4.316)] [KD 3.324 (3.481)] 2024-10-15 02:50:24,595 - Train: 75.21% [940850/1251000] [752.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000458] [CE 4.362 (4.268)] [KD 3.796 (3.463)] 2024-10-15 02:50:32,168 - Train: 75.21% [940900/1251000] [752.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000458] [CE 4.376 (4.301)] [KD 3.539 (3.486)] 2024-10-15 02:50:39,737 - Train: 75.22% [940950/1251000] [752.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000458] [CE 4.546 (4.274)] [KD 3.631 (3.472)] 2024-10-15 02:50:47,381 - Train: 75.22% [941000/1251000] [752.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000458] [CE 4.569 (4.261)] [KD 3.777 (3.491)] 2024-10-15 02:50:55,000 - Train: 75.22% [941050/1251000] [752.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000458] [CE 4.183 (4.283)] [KD 3.395 (3.478)] 2024-10-15 02:51:02,825 - Train: 75.23% [941100/1251000] [752.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000457] [CE 4.506 (4.240)] [KD 3.635 (3.458)] 2024-10-15 02:51:10,512 - Train: 75.23% [941150/1251000] [752.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000457] [CE 4.165 (4.325)] [KD 3.426 (3.499)] 2024-10-15 02:51:18,218 - Train: 75.24% [941200/1251000] [752.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000457] [CE 4.556 (4.314)] [KD 3.550 (3.499)] 2024-10-15 02:51:25,914 - Train: 75.24% [941250/1251000] [752.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000457] [CE 4.598 (4.308)] [KD 3.597 (3.473)] 2024-10-15 02:51:33,591 - Train: 75.24% [941300/1251000] [752.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000457] [CE 4.119 (4.222)] [KD 3.409 (3.450)] 2024-10-15 02:51:41,225 - Train: 75.25% [941350/1251000] [752.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000457] [CE 3.869 (4.308)] [KD 3.357 (3.479)] 2024-10-15 02:51:49,009 - Train: 75.25% [941400/1251000] [752.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000457] [CE 4.396 (4.324)] [KD 3.498 (3.498)] 2024-10-15 02:51:56,974 - Train: 75.26% [941450/1251000] [752.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000457] [CE 4.015 (4.209)] [KD 3.296 (3.444)] 2024-10-15 02:52:04,617 - Train: 75.26% [941500/1251000] [752.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000456] [CE 4.273 (4.222)] [KD 3.444 (3.465)] 2024-10-15 02:52:12,243 - Train: 75.26% [941550/1251000] [752.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000456] [CE 3.932 (4.314)] [KD 3.275 (3.485)] 2024-10-15 02:52:19,889 - Train: 75.27% [941600/1251000] [752.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000456] [CE 4.166 (4.326)] [KD 3.394 (3.520)] 2024-10-15 02:52:27,907 - Train: 75.27% [941650/1251000] [752.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000456] [CE 4.142 (4.318)] [KD 3.675 (3.505)] 2024-10-15 02:52:35,678 - Train: 75.28% [941700/1251000] [752.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000456] [CE 4.287 (4.305)] [KD 3.496 (3.493)] 2024-10-15 02:52:43,208 - Train: 75.28% [941750/1251000] [752.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000456] [CE 3.633 (4.266)] [KD 3.123 (3.493)] 2024-10-15 02:52:50,700 - Train: 75.28% [941800/1251000] [752.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000456] [CE 4.409 (4.353)] [KD 3.507 (3.498)] 2024-10-15 02:52:58,364 - Train: 75.29% [941850/1251000] [752.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000455] [CE 4.503 (4.344)] [KD 3.446 (3.541)] 2024-10-15 02:53:06,054 - Train: 75.29% [941900/1251000] [752.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000455] [CE 4.250 (4.345)] [KD 3.526 (3.503)] 2024-10-15 02:53:13,795 - Train: 75.30% [941950/1251000] [753.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000455] [CE 4.265 (4.311)] [KD 3.627 (3.497)] 2024-10-15 02:53:21,489 - Train: 75.30% [942000/1251000] [753.0/1000.0] [batch_t 0.141 (0.154)] [data_t 0.003] [optim_t 0.137] [lr 0.000455] [CE 4.686 (4.259)] [KD 3.582 (3.472)] 2024-10-15 02:53:27,534 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36899] [top5_cnt 45812] [top_all 50000] 2024-10-15 02:53:27,535 - net: 73.798 (91.624) 2024-10-15 02:53:33,378 - Test (net_E): 100.00% [50/50] [batch_t 0.033 (0.107)] [top1_cnt 38302] [top5_cnt 46500] [top_all 50000] 2024-10-15 02:53:33,378 - net_E: 76.604 (93.000) 2024-10-15 02:53:33,558 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:53:33,559 - ==> Total time: 1 day, 12:51:16 Eta: 12:05:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:53:43,198 - Train: 75.30% [942050/1251000] [753.0/1000.0] [batch_t 0.147 (0.163)] [data_t 0.003] [optim_t 0.144] [lr 0.000455] [CE 3.663 (4.265)] [KD 3.244 (3.454)] 2024-10-15 02:53:50,759 - Train: 75.31% [942100/1251000] [753.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000455] [CE 4.032 (4.319)] [KD 3.212 (3.470)] 2024-10-15 02:53:58,323 - Train: 75.31% [942150/1251000] [753.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000455] [CE 4.140 (4.292)] [KD 3.330 (3.458)] 2024-10-15 02:54:06,316 - Train: 75.32% [942200/1251000] [753.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000455] [CE 4.287 (4.327)] [KD 3.390 (3.486)] 2024-10-15 02:54:14,151 - Train: 75.32% [942250/1251000] [753.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000454] [CE 4.175 (4.202)] [KD 3.473 (3.449)] 2024-10-15 02:54:22,082 - Train: 75.32% [942300/1251000] [753.2/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.000454] [CE 4.662 (4.282)] [KD 3.680 (3.469)] 2024-10-15 02:54:29,735 - Train: 75.33% [942350/1251000] [753.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000454] [CE 4.660 (4.279)] [KD 3.529 (3.486)] 2024-10-15 02:54:37,341 - Train: 75.33% [942400/1251000] [753.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000454] [CE 4.492 (4.227)] [KD 3.597 (3.438)] 2024-10-15 02:54:44,992 - Train: 75.34% [942450/1251000] [753.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000454] [CE 4.027 (4.200)] [KD 3.329 (3.402)] 2024-10-15 02:54:52,612 - Train: 75.34% [942500/1251000] [753.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000454] [CE 4.340 (4.274)] [KD 3.745 (3.478)] 2024-10-15 02:55:00,374 - Train: 75.34% [942550/1251000] [753.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.002] [optim_t 0.147] [lr 0.000454] [CE 3.997 (4.256)] [KD 3.234 (3.455)] 2024-10-15 02:55:08,195 - Train: 75.35% [942600/1251000] [753.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000454] [CE 4.510 (4.296)] [KD 3.393 (3.508)] 2024-10-15 02:55:15,986 - Train: 75.35% [942650/1251000] [753.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000453] [CE 4.078 (4.334)] [KD 3.423 (3.521)] 2024-10-15 02:55:23,679 - Train: 75.36% [942700/1251000] [753.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000453] [CE 4.787 (4.377)] [KD 3.981 (3.562)] 2024-10-15 02:55:31,330 - Train: 75.36% [942750/1251000] [753.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000453] [CE 4.285 (4.294)] [KD 3.583 (3.528)] 2024-10-15 02:55:38,942 - Train: 75.36% [942800/1251000] [753.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000453] [CE 4.159 (4.355)] [KD 3.256 (3.522)] 2024-10-15 02:55:46,587 - Train: 75.37% [942850/1251000] [753.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000453] [CE 3.817 (4.294)] [KD 3.250 (3.513)] 2024-10-15 02:55:54,476 - Train: 75.37% [942900/1251000] [753.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000453] [CE 4.966 (4.301)] [KD 3.672 (3.493)] 2024-10-15 02:56:02,010 - Train: 75.38% [942950/1251000] [753.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000453] [CE 4.122 (4.219)] [KD 3.604 (3.429)] 2024-10-15 02:56:09,869 - Train: 75.38% [943000/1251000] [753.8/1000.0] [batch_t 0.163 (0.157)] [data_t 0.004] [optim_t 0.159] [lr 0.000452] [CE 4.774 (4.362)] [KD 3.822 (3.549)] 2024-10-15 02:56:17,713 - Train: 75.38% [943050/1251000] [753.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000452] [CE 4.681 (4.218)] [KD 3.633 (3.454)] 2024-10-15 02:56:25,317 - Train: 75.39% [943100/1251000] [753.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000452] [CE 4.025 (4.306)] [KD 3.440 (3.482)] 2024-10-15 02:56:33,219 - Train: 75.39% [943150/1251000] [753.9/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000452] [CE 4.697 (4.375)] [KD 3.610 (3.545)] 2024-10-15 02:56:40,901 - Train: 75.40% [943200/1251000] [754.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000452] [CE 4.689 (4.271)] [KD 3.577 (3.465)] 2024-10-15 02:56:48,575 - Train: 75.40% [943250/1251000] [754.0/1000.0] [batch_t 0.142 (0.153)] [data_t 0.004] [optim_t 0.138] [lr 0.000452] [CE 4.174 (4.331)] [KD 3.372 (3.516)] 2024-10-15 02:56:54,858 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 36883] [top5_cnt 45810] [top_all 50000] 2024-10-15 02:56:54,858 - net: 73.766 (91.620) 2024-10-15 02:57:01,099 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.114)] [top1_cnt 38300] [top5_cnt 46497] [top_all 50000] 2024-10-15 02:57:01,100 - net_E: 76.600 (92.994) 2024-10-15 02:57:01,252 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.610 (epoch: 748)] 2024-10-15 02:57:01,253 - ==> Total time: 1 day, 12:54:44 Eta: 12:02:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 02:57:15,356 - Train: 75.40% [943300/1251000] [754.0/1000.0] [batch_t 0.282 (0.164)] [data_t 0.004] [optim_t 0.278] [lr 0.000452] [CE 4.346 (4.332)] [KD 3.524 (3.489)] 2024-10-15 02:57:23,173 - Train: 75.41% [943350/1251000] [754.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000452] [CE 4.434 (4.313)] [KD 3.602 (3.508)] 2024-10-15 02:57:30,935 - Train: 75.41% [943400/1251000] [754.1/1000.0] [batch_t 0.318 (0.155)] [data_t 0.003] [optim_t 0.315] [lr 0.000451] [CE 4.150 (4.231)] [KD 3.477 (3.466)] 2024-10-15 02:57:38,573 - Train: 75.42% [943450/1251000] [754.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000451] [CE 3.981 (4.366)] [KD 3.320 (3.546)] 2024-10-15 02:57:46,507 - Train: 75.42% [943500/1251000] [754.2/1000.0] [batch_t 0.157 (0.159)] [data_t 0.003] [optim_t 0.154] [lr 0.000451] [CE 4.371 (4.318)] [KD 3.524 (3.498)] 2024-10-15 02:57:54,250 - Train: 75.42% [943550/1251000] [754.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000451] [CE 3.738 (4.330)] [KD 3.418 (3.532)] 2024-10-15 02:58:01,855 - Train: 75.43% [943600/1251000] [754.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000451] [CE 4.156 (4.234)] [KD 3.316 (3.450)] 2024-10-15 02:58:09,539 - Train: 75.43% [943650/1251000] [754.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000451] [CE 4.331 (4.308)] [KD 3.575 (3.532)] 2024-10-15 02:58:17,289 - Train: 75.44% [943700/1251000] [754.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000451] [CE 4.065 (4.228)] [KD 3.167 (3.468)] 2024-10-15 02:58:25,034 - Train: 75.44% [943750/1251000] [754.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000451] [CE 4.399 (4.305)] [KD 3.353 (3.506)] 2024-10-15 02:58:32,601 - Train: 75.44% [943800/1251000] [754.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000450] [CE 3.707 (4.307)] [KD 3.316 (3.512)] 2024-10-15 02:58:40,341 - Train: 75.45% [943850/1251000] [754.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000450] [CE 4.458 (4.292)] [KD 3.460 (3.503)] 2024-10-15 02:58:48,219 - Train: 75.45% [943900/1251000] [754.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000450] [CE 4.077 (4.366)] [KD 3.389 (3.530)] 2024-10-15 02:58:55,756 - Train: 75.46% [943950/1251000] [754.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000450] [CE 4.524 (4.283)] [KD 3.822 (3.505)] 2024-10-15 02:59:03,370 - Train: 75.46% [944000/1251000] [754.6/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000450] [CE 4.100 (4.330)] [KD 3.383 (3.467)] 2024-10-15 02:59:11,037 - Train: 75.46% [944050/1251000] [754.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000450] [CE 4.483 (4.279)] [KD 3.612 (3.477)] 2024-10-15 02:59:18,831 - Train: 75.47% [944100/1251000] [754.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000450] [CE 4.345 (4.266)] [KD 3.531 (3.465)] 2024-10-15 02:59:26,618 - Train: 75.47% [944150/1251000] [754.7/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000450] [CE 4.099 (4.280)] [KD 3.346 (3.474)] 2024-10-15 02:59:34,294 - Train: 75.48% [944200/1251000] [754.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000449] [CE 4.469 (4.240)] [KD 3.565 (3.463)] 2024-10-15 02:59:42,017 - Train: 75.48% [944250/1251000] [754.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000449] [CE 4.942 (4.346)] [KD 3.934 (3.537)] 2024-10-15 02:59:49,705 - Train: 75.48% [944300/1251000] [754.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.002] [optim_t 0.152] [lr 0.000449] [CE 4.140 (4.242)] [KD 3.199 (3.451)] 2024-10-15 02:59:57,419 - Train: 75.49% [944350/1251000] [754.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000449] [CE 4.167 (4.258)] [KD 3.580 (3.472)] 2024-10-15 03:00:04,988 - Train: 75.49% [944400/1251000] [754.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000449] [CE 3.808 (4.347)] [KD 3.249 (3.484)] 2024-10-15 03:00:12,637 - Train: 75.50% [944450/1251000] [755.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000449] [CE 4.413 (4.331)] [KD 3.703 (3.511)] 2024-10-15 03:00:20,372 - Train: 75.50% [944500/1251000] [755.0/1000.0] [batch_t 0.142 (0.155)] [data_t 0.006] [optim_t 0.136] [lr 0.000449] [CE 4.236 (4.251)] [KD 3.566 (3.488)] 2024-10-15 03:00:26,851 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 36794] [top5_cnt 45776] [top_all 50000] 2024-10-15 03:00:26,851 - net: 73.588 (91.552) 2024-10-15 03:00:32,639 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38328] [top5_cnt 46521] [top_all 50000] 2024-10-15 03:00:32,640 - net_E: 76.656 (93.042) 2024-10-15 03:00:32,780 - Max [top1: 74.002 (epoch: 745)] [top1-ema: 76.656 (epoch: 755)] 2024-10-15 03:00:32,780 - ==> Total time: 1 day, 12:58:16 Eta: 11:59:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:00:46,360 - Train: 75.50% [944550/1251000] [755.0/1000.0] [batch_t 0.148 (0.162)] [data_t 0.005] [optim_t 0.143] [lr 0.000448] [CE 4.470 (4.354)] [KD 3.583 (3.531)] 2024-10-15 03:00:54,214 - Train: 75.51% [944600/1251000] [755.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000448] [CE 4.130 (4.258)] [KD 3.388 (3.454)] 2024-10-15 03:01:01,935 - Train: 75.51% [944650/1251000] [755.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000448] [CE 4.607 (4.309)] [KD 3.486 (3.458)] 2024-10-15 03:01:09,607 - Train: 75.52% [944700/1251000] [755.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000448] [CE 4.745 (4.341)] [KD 3.623 (3.459)] 2024-10-15 03:01:17,355 - Train: 75.52% [944750/1251000] [755.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000448] [CE 4.529 (4.278)] [KD 3.710 (3.483)] 2024-10-15 03:01:25,112 - Train: 75.52% [944800/1251000] [755.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000448] [CE 4.518 (4.334)] [KD 3.385 (3.506)] 2024-10-15 03:01:32,945 - Train: 75.53% [944850/1251000] [755.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000448] [CE 4.632 (4.268)] [KD 3.794 (3.470)] 2024-10-15 03:01:40,657 - Train: 75.53% [944900/1251000] [755.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000448] [CE 4.476 (4.235)] [KD 3.634 (3.437)] 2024-10-15 03:01:48,514 - Train: 75.54% [944950/1251000] [755.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000447] [CE 4.334 (4.322)] [KD 3.297 (3.502)] 2024-10-15 03:01:56,203 - Train: 75.54% [945000/1251000] [755.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000447] [CE 4.101 (4.352)] [KD 3.461 (3.471)] 2024-10-15 03:02:04,108 - Train: 75.54% [945050/1251000] [755.4/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.000447] [CE 4.114 (4.326)] [KD 3.299 (3.487)] 2024-10-15 03:02:11,873 - Train: 75.55% [945100/1251000] [755.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000447] [CE 4.246 (4.318)] [KD 3.456 (3.473)] 2024-10-15 03:02:19,718 - Train: 75.55% [945150/1251000] [755.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000447] [CE 4.556 (4.299)] [KD 3.522 (3.479)] 2024-10-15 03:02:27,492 - Train: 75.56% [945200/1251000] [755.6/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000447] [CE 4.305 (4.348)] [KD 3.288 (3.498)] 2024-10-15 03:02:35,078 - Train: 75.56% [945250/1251000] [755.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000447] [CE 4.293 (4.259)] [KD 3.252 (3.459)] 2024-10-15 03:02:42,906 - Train: 75.56% [945300/1251000] [755.6/1000.0] [batch_t 0.262 (0.156)] [data_t 0.003] [optim_t 0.259] [lr 0.000447] [CE 3.895 (4.244)] [KD 3.446 (3.466)] 2024-10-15 03:02:50,632 - Train: 75.57% [945350/1251000] [755.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000446] [CE 4.477 (4.326)] [KD 3.504 (3.495)] 2024-10-15 03:02:58,428 - Train: 75.57% [945400/1251000] [755.7/1000.0] [batch_t 0.270 (0.156)] [data_t 0.003] [optim_t 0.267] [lr 0.000446] [CE 4.340 (4.312)] [KD 3.569 (3.478)] 2024-10-15 03:03:06,250 - Train: 75.58% [945450/1251000] [755.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000446] [CE 4.160 (4.281)] [KD 3.615 (3.492)] 2024-10-15 03:03:13,963 - Train: 75.58% [945500/1251000] [755.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000446] [CE 4.607 (4.238)] [KD 3.591 (3.467)] 2024-10-15 03:03:21,486 - Train: 75.58% [945550/1251000] [755.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000446] [CE 4.605 (4.223)] [KD 3.828 (3.445)] 2024-10-15 03:03:29,155 - Train: 75.59% [945600/1251000] [755.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000446] [CE 4.203 (4.252)] [KD 3.367 (3.468)] 2024-10-15 03:03:36,723 - Train: 75.59% [945650/1251000] [755.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000446] [CE 3.950 (4.314)] [KD 3.348 (3.491)] 2024-10-15 03:03:44,593 - Train: 75.60% [945700/1251000] [756.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000445] [CE 4.313 (4.354)] [KD 3.599 (3.526)] 2024-10-15 03:03:52,335 - Train: 75.60% [945750/1251000] [756.0/1000.0] [batch_t 0.146 (0.155)] [data_t 0.002] [optim_t 0.144] [lr 0.000445] [CE 4.295 (4.226)] [KD 3.323 (3.438)] 2024-10-15 03:03:58,877 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 37024] [top5_cnt 45928] [top_all 50000] 2024-10-15 03:03:58,878 - net: 74.048 (91.856) 2024-10-15 03:04:04,559 - Test (net_E): 100.00% [50/50] [batch_t 0.047 (0.101)] [top1_cnt 38327] [top5_cnt 46527] [top_all 50000] 2024-10-15 03:04:04,559 - net_E: 76.654 (93.054) 2024-10-15 03:04:04,719 - Max [top1: 74.048 (epoch: 756)] [top1-ema: 76.656 (epoch: 755)] 2024-10-15 03:04:04,720 - ==> Total time: 1 day, 13:01:47 Eta: 11:57:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:04:20,930 - Train: 75.60% [945800/1251000] [756.0/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.146] [lr 0.000445] [CE 4.286 (4.279)] [KD 3.435 (3.480)] 2024-10-15 03:04:28,619 - Train: 75.61% [945850/1251000] [756.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000445] [CE 4.707 (4.289)] [KD 3.595 (3.460)] 2024-10-15 03:04:36,175 - Train: 75.61% [945900/1251000] [756.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000445] [CE 4.283 (4.299)] [KD 3.403 (3.446)] 2024-10-15 03:04:43,846 - Train: 75.62% [945950/1251000] [756.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000445] [CE 4.675 (4.338)] [KD 3.605 (3.502)] 2024-10-15 03:04:51,524 - Train: 75.62% [946000/1251000] [756.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000445] [CE 4.146 (4.294)] [KD 3.302 (3.486)] 2024-10-15 03:04:59,384 - Train: 75.62% [946050/1251000] [756.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000445] [CE 4.737 (4.243)] [KD 3.617 (3.456)] 2024-10-15 03:05:07,195 - Train: 75.63% [946100/1251000] [756.3/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000444] [CE 4.100 (4.234)] [KD 3.129 (3.452)] 2024-10-15 03:05:15,052 - Train: 75.63% [946150/1251000] [756.3/1000.0] [batch_t 0.159 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000444] [CE 4.087 (4.367)] [KD 3.314 (3.506)] 2024-10-15 03:05:22,616 - Train: 75.64% [946200/1251000] [756.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000444] [CE 3.831 (4.278)] [KD 3.197 (3.494)] 2024-10-15 03:05:30,171 - Train: 75.64% [946250/1251000] [756.4/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000444] [CE 4.149 (4.279)] [KD 3.389 (3.452)] 2024-10-15 03:05:37,959 - Train: 75.64% [946300/1251000] [756.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000444] [CE 4.587 (4.279)] [KD 3.706 (3.448)] 2024-10-15 03:05:45,546 - Train: 75.65% [946350/1251000] [756.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000444] [CE 4.744 (4.216)] [KD 3.779 (3.429)] 2024-10-15 03:05:53,372 - Train: 75.65% [946400/1251000] [756.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000444] [CE 3.824 (4.315)] [KD 3.290 (3.463)] 2024-10-15 03:06:01,070 - Train: 75.66% [946450/1251000] [756.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000444] [CE 4.316 (4.328)] [KD 3.544 (3.457)] 2024-10-15 03:06:09,001 - Train: 75.66% [946500/1251000] [756.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000443] [CE 3.978 (4.265)] [KD 3.301 (3.462)] 2024-10-15 03:06:16,609 - Train: 75.66% [946550/1251000] [756.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000443] [CE 4.179 (4.272)] [KD 3.284 (3.475)] 2024-10-15 03:06:24,442 - Train: 75.67% [946600/1251000] [756.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000443] [CE 4.327 (4.380)] [KD 3.812 (3.559)] 2024-10-15 03:06:32,091 - Train: 75.67% [946650/1251000] [756.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000443] [CE 4.346 (4.268)] [KD 3.576 (3.475)] 2024-10-15 03:06:39,902 - Train: 75.68% [946700/1251000] [756.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000443] [CE 5.045 (4.245)] [KD 3.883 (3.472)] 2024-10-15 03:06:47,552 - Train: 75.68% [946750/1251000] [756.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000443] [CE 4.547 (4.312)] [KD 3.559 (3.495)] 2024-10-15 03:06:55,106 - Train: 75.68% [946800/1251000] [756.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000443] [CE 4.472 (4.277)] [KD 3.484 (3.488)] 2024-10-15 03:07:02,841 - Train: 75.69% [946850/1251000] [756.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000443] [CE 4.312 (4.285)] [KD 3.621 (3.496)] 2024-10-15 03:07:10,648 - Train: 75.69% [946900/1251000] [756.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000442] [CE 4.259 (4.253)] [KD 3.478 (3.461)] 2024-10-15 03:07:18,492 - Train: 75.70% [946950/1251000] [757.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000442] [CE 4.579 (4.333)] [KD 3.572 (3.521)] 2024-10-15 03:07:26,311 - Train: 75.70% [947000/1251000] [757.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.002] [optim_t 0.146] [lr 0.000442] [CE 4.426 (4.281)] [KD 3.549 (3.474)] 2024-10-15 03:07:32,956 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37160] [top5_cnt 45906] [top_all 50000] 2024-10-15 03:07:32,957 - net: 74.320 (91.812) 2024-10-15 03:07:38,867 - Test (net_E): 100.00% [50/50] [batch_t 0.086 (0.106)] [top1_cnt 38313] [top5_cnt 46537] [top_all 50000] 2024-10-15 03:07:38,868 - net_E: 76.626 (93.074) 2024-10-15 03:07:39,038 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.656 (epoch: 755)] 2024-10-15 03:07:39,038 - ==> Total time: 1 day, 13:05:22 Eta: 11:54:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:07:52,402 - Train: 75.70% [947050/1251000] [757.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.003] [optim_t 0.146] [lr 0.000442] [CE 4.424 (4.314)] [KD 3.755 (3.449)] 2024-10-15 03:08:00,010 - Train: 75.71% [947100/1251000] [757.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000442] [CE 3.890 (4.213)] [KD 3.250 (3.385)] 2024-10-15 03:08:07,691 - Train: 75.71% [947150/1251000] [757.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000442] [CE 4.089 (4.241)] [KD 3.348 (3.414)] 2024-10-15 03:08:15,226 - Train: 75.72% [947200/1251000] [757.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000442] [CE 4.076 (4.237)] [KD 3.338 (3.429)] 2024-10-15 03:08:23,307 - Train: 75.72% [947250/1251000] [757.2/1000.0] [batch_t 0.155 (0.161)] [data_t 0.003] [optim_t 0.152] [lr 0.000441] [CE 4.051 (4.262)] [KD 3.433 (3.453)] 2024-10-15 03:08:31,003 - Train: 75.72% [947300/1251000] [757.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000441] [CE 4.723 (4.299)] [KD 3.688 (3.448)] 2024-10-15 03:08:38,715 - Train: 75.73% [947350/1251000] [757.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000441] [CE 4.234 (4.330)] [KD 3.487 (3.469)] 2024-10-15 03:08:46,408 - Train: 75.73% [947400/1251000] [757.3/1000.0] [batch_t 0.161 (0.154)] [data_t 0.003] [optim_t 0.158] [lr 0.000441] [CE 4.380 (4.187)] [KD 3.500 (3.426)] 2024-10-15 03:08:54,013 - Train: 75.74% [947450/1251000] [757.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000441] [CE 4.571 (4.281)] [KD 3.778 (3.447)] 2024-10-15 03:09:01,811 - Train: 75.74% [947500/1251000] [757.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000441] [CE 4.173 (4.239)] [KD 3.499 (3.416)] 2024-10-15 03:09:09,563 - Train: 75.74% [947550/1251000] [757.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000441] [CE 4.000 (4.303)] [KD 3.255 (3.477)] 2024-10-15 03:09:17,252 - Train: 75.75% [947600/1251000] [757.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000441] [CE 4.111 (4.234)] [KD 3.415 (3.441)] 2024-10-15 03:09:24,966 - Train: 75.75% [947650/1251000] [757.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000440] [CE 4.303 (4.276)] [KD 3.563 (3.421)] 2024-10-15 03:09:32,690 - Train: 75.76% [947700/1251000] [757.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000440] [CE 4.631 (4.307)] [KD 3.828 (3.478)] 2024-10-15 03:09:40,385 - Train: 75.76% [947750/1251000] [757.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000440] [CE 4.428 (4.303)] [KD 3.649 (3.493)] 2024-10-15 03:09:48,200 - Train: 75.76% [947800/1251000] [757.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000440] [CE 4.836 (4.300)] [KD 3.884 (3.456)] 2024-10-15 03:09:56,039 - Train: 75.77% [947850/1251000] [757.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000440] [CE 3.910 (4.294)] [KD 3.115 (3.466)] 2024-10-15 03:10:03,787 - Train: 75.77% [947900/1251000] [757.7/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.159] [lr 0.000440] [CE 4.387 (4.263)] [KD 3.560 (3.429)] 2024-10-15 03:10:11,346 - Train: 75.78% [947950/1251000] [757.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000440] [CE 3.899 (4.327)] [KD 3.127 (3.487)] 2024-10-15 03:10:19,092 - Train: 75.78% [948000/1251000] [757.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000440] [CE 4.396 (4.223)] [KD 3.421 (3.415)] 2024-10-15 03:10:26,770 - Train: 75.78% [948050/1251000] [757.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000439] [CE 4.059 (4.281)] [KD 3.429 (3.460)] 2024-10-15 03:10:34,571 - Train: 75.79% [948100/1251000] [757.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000439] [CE 4.328 (4.321)] [KD 3.392 (3.460)] 2024-10-15 03:10:42,334 - Train: 75.79% [948150/1251000] [757.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000439] [CE 4.286 (4.282)] [KD 3.471 (3.519)] 2024-10-15 03:10:49,992 - Train: 75.80% [948200/1251000] [758.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000439] [CE 4.284 (4.275)] [KD 3.281 (3.490)] 2024-10-15 03:10:57,734 - Train: 75.80% [948250/1251000] [758.0/1000.0] [batch_t 0.143 (0.155)] [data_t 0.003] [optim_t 0.140] [lr 0.000439] [CE 4.399 (4.311)] [KD 3.426 (3.440)] 2024-10-15 03:11:04,518 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 36866] [top5_cnt 45724] [top_all 50000] 2024-10-15 03:11:04,518 - net: 73.732 (91.448) 2024-10-15 03:11:10,229 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38345] [top5_cnt 46532] [top_all 50000] 2024-10-15 03:11:10,230 - net_E: 76.690 (93.064) 2024-10-15 03:11:10,436 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.690 (epoch: 758)] 2024-10-15 03:11:10,437 - ==> Total time: 1 day, 13:08:53 Eta: 11:51:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:11:23,790 - Train: 75.80% [948300/1251000] [758.0/1000.0] [batch_t 0.151 (0.163)] [data_t 0.004] [optim_t 0.147] [lr 0.000439] [CE 4.621 (4.327)] [KD 3.424 (3.416)] 2024-10-15 03:11:31,506 - Train: 75.81% [948350/1251000] [758.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000439] [CE 4.123 (4.292)] [KD 3.297 (3.427)] 2024-10-15 03:11:39,065 - Train: 75.81% [948400/1251000] [758.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000439] [CE 4.733 (4.296)] [KD 3.586 (3.430)] 2024-10-15 03:11:46,596 - Train: 75.82% [948450/1251000] [758.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000438] [CE 4.666 (4.265)] [KD 3.792 (3.452)] 2024-10-15 03:11:54,651 - Train: 75.82% [948500/1251000] [758.2/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000438] [CE 4.505 (4.290)] [KD 3.695 (3.479)] 2024-10-15 03:12:02,505 - Train: 75.82% [948550/1251000] [758.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000438] [CE 4.572 (4.346)] [KD 3.497 (3.498)] 2024-10-15 03:12:10,138 - Train: 75.83% [948600/1251000] [758.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000438] [CE 4.506 (4.244)] [KD 3.594 (3.429)] 2024-10-15 03:12:17,700 - Train: 75.83% [948650/1251000] [758.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000438] [CE 4.136 (4.362)] [KD 3.461 (3.478)] 2024-10-15 03:12:25,384 - Train: 75.84% [948700/1251000] [758.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000438] [CE 4.464 (4.273)] [KD 3.522 (3.465)] 2024-10-15 03:12:33,082 - Train: 75.84% [948750/1251000] [758.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000438] [CE 4.446 (4.304)] [KD 3.436 (3.480)] 2024-10-15 03:12:40,888 - Train: 75.84% [948800/1251000] [758.4/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000438] [CE 4.603 (4.206)] [KD 3.440 (3.390)] 2024-10-15 03:12:48,543 - Train: 75.85% [948850/1251000] [758.5/1000.0] [batch_t 0.161 (0.153)] [data_t 0.003] [optim_t 0.158] [lr 0.000437] [CE 3.944 (4.293)] [KD 3.072 (3.451)] 2024-10-15 03:12:56,257 - Train: 75.85% [948900/1251000] [758.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000437] [CE 3.809 (4.249)] [KD 3.164 (3.439)] 2024-10-15 03:13:04,125 - Train: 75.86% [948950/1251000] [758.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000437] [CE 4.717 (4.308)] [KD 3.705 (3.494)] 2024-10-15 03:13:11,915 - Train: 75.86% [949000/1251000] [758.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000437] [CE 3.893 (4.235)] [KD 3.421 (3.447)] 2024-10-15 03:13:19,614 - Train: 75.86% [949050/1251000] [758.6/1000.0] [batch_t 0.275 (0.154)] [data_t 0.004] [optim_t 0.271] [lr 0.000437] [CE 4.336 (4.254)] [KD 3.556 (3.458)] 2024-10-15 03:13:27,455 - Train: 75.87% [949100/1251000] [758.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000437] [CE 4.380 (4.372)] [KD 3.674 (3.500)] 2024-10-15 03:13:35,021 - Train: 75.87% [949150/1251000] [758.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000437] [CE 4.027 (4.339)] [KD 3.143 (3.503)] 2024-10-15 03:13:42,738 - Train: 75.88% [949200/1251000] [758.8/1000.0] [batch_t 0.165 (0.154)] [data_t 0.004] [optim_t 0.161] [lr 0.000436] [CE 3.995 (4.391)] [KD 3.166 (3.527)] 2024-10-15 03:13:50,335 - Train: 75.88% [949250/1251000] [758.8/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000436] [CE 4.513 (4.329)] [KD 3.493 (3.488)] 2024-10-15 03:13:57,866 - Train: 75.88% [949300/1251000] [758.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000436] [CE 4.526 (4.323)] [KD 3.695 (3.519)] 2024-10-15 03:14:05,934 - Train: 75.89% [949350/1251000] [758.9/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.148] [lr 0.000436] [CE 4.152 (4.332)] [KD 3.453 (3.488)] 2024-10-15 03:14:13,716 - Train: 75.89% [949400/1251000] [758.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000436] [CE 4.080 (4.272)] [KD 3.413 (3.471)] 2024-10-15 03:14:21,348 - Train: 75.90% [949450/1251000] [759.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000436] [CE 4.012 (4.249)] [KD 3.525 (3.474)] 2024-10-15 03:14:28,934 - Train: 75.90% [949500/1251000] [759.0/1000.0] [batch_t 0.143 (0.152)] [data_t 0.005] [optim_t 0.138] [lr 0.000436] [CE 4.528 (4.291)] [KD 3.748 (3.454)] 2024-10-15 03:14:35,797 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 36974] [top5_cnt 45893] [top_all 50000] 2024-10-15 03:14:35,797 - net: 73.948 (91.786) 2024-10-15 03:14:41,620 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38360] [top5_cnt 46544] [top_all 50000] 2024-10-15 03:14:41,621 - net_E: 76.720 (93.088) 2024-10-15 03:14:41,796 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.720 (epoch: 759)] 2024-10-15 03:14:41,797 - ==> Total time: 1 day, 13:12:25 Eta: 11:48:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:14:54,604 - Train: 75.90% [949550/1251000] [759.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.000436] [CE 4.449 (4.303)] [KD 3.532 (3.463)] 2024-10-15 03:15:02,277 - Train: 75.91% [949600/1251000] [759.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000435] [CE 4.313 (4.269)] [KD 3.634 (3.431)] 2024-10-15 03:15:10,089 - Train: 75.91% [949650/1251000] [759.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000435] [CE 4.770 (4.274)] [KD 3.837 (3.432)] 2024-10-15 03:15:17,779 - Train: 75.92% [949700/1251000] [759.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000435] [CE 4.417 (4.236)] [KD 3.480 (3.388)] 2024-10-15 03:15:25,906 - Train: 75.92% [949750/1251000] [759.2/1000.0] [batch_t 0.150 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.000435] [CE 3.845 (4.256)] [KD 3.176 (3.430)] 2024-10-15 03:15:33,583 - Train: 75.92% [949800/1251000] [759.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000435] [CE 4.484 (4.336)] [KD 3.642 (3.453)] 2024-10-15 03:15:41,258 - Train: 75.93% [949850/1251000] [759.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000435] [CE 4.126 (4.250)] [KD 3.373 (3.453)] 2024-10-15 03:15:48,840 - Train: 75.93% [949900/1251000] [759.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000435] [CE 4.294 (4.298)] [KD 3.363 (3.464)] 2024-10-15 03:15:56,402 - Train: 75.94% [949950/1251000] [759.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000435] [CE 4.335 (4.286)] [KD 3.623 (3.439)] 2024-10-15 03:16:03,988 - Train: 75.94% [950000/1251000] [759.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000434] [CE 4.157 (4.268)] [KD 3.355 (3.445)] 2024-10-15 03:16:11,829 - Train: 75.94% [950050/1251000] [759.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000434] [CE 4.183 (4.286)] [KD 3.233 (3.459)] 2024-10-15 03:16:19,498 - Train: 75.95% [950100/1251000] [759.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000434] [CE 4.349 (4.260)] [KD 3.485 (3.442)] 2024-10-15 03:16:27,463 - Train: 75.95% [950150/1251000] [759.5/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.151] [lr 0.000434] [CE 3.849 (4.242)] [KD 3.303 (3.441)] 2024-10-15 03:16:35,344 - Train: 75.96% [950200/1251000] [759.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000434] [CE 4.473 (4.254)] [KD 3.510 (3.445)] 2024-10-15 03:16:42,944 - Train: 75.96% [950250/1251000] [759.6/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000434] [CE 4.568 (4.285)] [KD 3.602 (3.473)] 2024-10-15 03:16:50,540 - Train: 75.96% [950300/1251000] [759.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.007] [optim_t 0.144] [lr 0.000434] [CE 4.487 (4.277)] [KD 3.566 (3.431)] 2024-10-15 03:16:58,128 - Train: 75.97% [950350/1251000] [759.7/1000.0] [batch_t 0.164 (0.152)] [data_t 0.004] [optim_t 0.160] [lr 0.000434] [CE 3.785 (4.270)] [KD 3.190 (3.416)] 2024-10-15 03:17:05,756 - Train: 75.97% [950400/1251000] [759.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000433] [CE 4.312 (4.267)] [KD 3.340 (3.430)] 2024-10-15 03:17:13,589 - Train: 75.98% [950450/1251000] [759.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000433] [CE 4.173 (4.253)] [KD 3.387 (3.457)] 2024-10-15 03:17:21,415 - Train: 75.98% [950500/1251000] [759.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000433] [CE 4.513 (4.301)] [KD 3.609 (3.459)] 2024-10-15 03:17:29,021 - Train: 75.98% [950550/1251000] [759.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000433] [CE 3.961 (4.286)] [KD 3.199 (3.467)] 2024-10-15 03:17:37,086 - Train: 75.99% [950600/1251000] [759.9/1000.0] [batch_t 0.151 (0.161)] [data_t 0.003] [optim_t 0.148] [lr 0.000433] [CE 4.567 (4.309)] [KD 3.573 (3.433)] 2024-10-15 03:17:44,658 - Train: 75.99% [950650/1251000] [759.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000433] [CE 3.781 (4.270)] [KD 3.214 (3.445)] 2024-10-15 03:17:52,301 - Train: 76.00% [950700/1251000] [760.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000433] [CE 4.264 (4.281)] [KD 3.286 (3.464)] 2024-10-15 03:17:59,878 - Train: 76.00% [950750/1251000] [760.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.000433] [CE 4.142 (4.293)] [KD 3.405 (3.498)] 2024-10-15 03:18:07,034 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 36922] [top5_cnt 45861] [top_all 50000] 2024-10-15 03:18:07,035 - net: 73.844 (91.722) 2024-10-15 03:18:12,827 - Test (net_E): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 38366] [top5_cnt 46555] [top_all 50000] 2024-10-15 03:18:12,827 - net_E: 76.732 (93.110) 2024-10-15 03:18:12,951 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.732 (epoch: 760)] 2024-10-15 03:18:12,951 - ==> Total time: 1 day, 13:15:56 Eta: 11:46:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:18:25,213 - Train: 76.00% [950800/1251000] [760.0/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000432] [CE 3.929 (4.209)] [KD 3.164 (3.381)] 2024-10-15 03:18:33,025 - Train: 76.01% [950850/1251000] [760.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000432] [CE 5.037 (4.267)] [KD 3.937 (3.413)] 2024-10-15 03:18:40,572 - Train: 76.01% [950900/1251000] [760.1/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000432] [CE 4.200 (4.332)] [KD 3.595 (3.448)] 2024-10-15 03:18:48,524 - Train: 76.02% [950950/1251000] [760.2/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000432] [CE 4.601 (4.270)] [KD 3.536 (3.421)] 2024-10-15 03:18:56,397 - Train: 76.02% [951000/1251000] [760.2/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000432] [CE 3.949 (4.284)] [KD 3.284 (3.400)] 2024-10-15 03:19:04,013 - Train: 76.02% [951050/1251000] [760.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000432] [CE 4.346 (4.281)] [KD 3.414 (3.441)] 2024-10-15 03:19:11,828 - Train: 76.03% [951100/1251000] [760.3/1000.0] [batch_t 0.260 (0.156)] [data_t 0.003] [optim_t 0.257] [lr 0.000432] [CE 4.716 (4.287)] [KD 3.736 (3.447)] 2024-10-15 03:19:19,452 - Train: 76.03% [951150/1251000] [760.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000431] [CE 3.635 (4.254)] [KD 3.212 (3.451)] 2024-10-15 03:19:27,212 - Train: 76.04% [951200/1251000] [760.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000431] [CE 4.528 (4.257)] [KD 3.670 (3.409)] 2024-10-15 03:19:35,094 - Train: 76.04% [951250/1251000] [760.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000431] [CE 4.643 (4.251)] [KD 3.667 (3.458)] 2024-10-15 03:19:43,031 - Train: 76.04% [951300/1251000] [760.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000431] [CE 4.085 (4.228)] [KD 3.431 (3.406)] 2024-10-15 03:19:50,951 - Train: 76.05% [951350/1251000] [760.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000431] [CE 4.436 (4.244)] [KD 3.259 (3.411)] 2024-10-15 03:19:58,780 - Train: 76.05% [951400/1251000] [760.5/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000431] [CE 4.255 (4.321)] [KD 3.319 (3.472)] 2024-10-15 03:20:06,580 - Train: 76.06% [951450/1251000] [760.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000431] [CE 4.476 (4.275)] [KD 3.482 (3.445)] 2024-10-15 03:20:14,272 - Train: 76.06% [951500/1251000] [760.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000431] [CE 4.796 (4.300)] [KD 3.599 (3.474)] 2024-10-15 03:20:21,879 - Train: 76.06% [951550/1251000] [760.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000430] [CE 4.433 (4.328)] [KD 3.616 (3.479)] 2024-10-15 03:20:29,623 - Train: 76.07% [951600/1251000] [760.7/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000430] [CE 4.428 (4.299)] [KD 3.640 (3.437)] 2024-10-15 03:20:37,242 - Train: 76.07% [951650/1251000] [760.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000430] [CE 3.963 (4.247)] [KD 3.357 (3.397)] 2024-10-15 03:20:45,095 - Train: 76.08% [951700/1251000] [760.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.004] [optim_t 0.142] [lr 0.000430] [CE 4.596 (4.311)] [KD 3.644 (3.504)] 2024-10-15 03:20:52,631 - Train: 76.08% [951750/1251000] [760.8/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.000430] [CE 4.067 (4.313)] [KD 3.261 (3.465)] 2024-10-15 03:21:00,403 - Train: 76.08% [951800/1251000] [760.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000430] [CE 4.050 (4.260)] [KD 3.356 (3.460)] 2024-10-15 03:21:08,111 - Train: 76.09% [951850/1251000] [760.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000430] [CE 4.504 (4.306)] [KD 3.758 (3.502)] 2024-10-15 03:21:15,650 - Train: 76.09% [951900/1251000] [760.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000430] [CE 4.585 (4.314)] [KD 3.500 (3.474)] 2024-10-15 03:21:23,220 - Train: 76.10% [951950/1251000] [761.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000429] [CE 4.169 (4.380)] [KD 3.442 (3.539)] 2024-10-15 03:21:30,847 - Train: 76.10% [952000/1251000] [761.0/1000.0] [batch_t 0.145 (0.152)] [data_t 0.003] [optim_t 0.141] [lr 0.000429] [CE 4.200 (4.284)] [KD 3.549 (3.473)] 2024-10-15 03:21:38,161 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37050] [top5_cnt 45845] [top_all 50000] 2024-10-15 03:21:38,162 - net: 74.100 (91.690) 2024-10-15 03:21:43,923 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38386] [top5_cnt 46561] [top_all 50000] 2024-10-15 03:21:43,923 - net_E: 76.772 (93.122) 2024-10-15 03:21:44,096 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.772 (epoch: 761)] 2024-10-15 03:21:44,097 - ==> Total time: 1 day, 13:19:27 Eta: 11:43:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:21:56,324 - Train: 76.10% [952050/1251000] [761.0/1000.0] [batch_t 0.157 (0.167)] [data_t 0.004] [optim_t 0.152] [lr 0.000429] [CE 4.748 (4.315)] [KD 3.909 (3.494)] 2024-10-15 03:22:04,164 - Train: 76.11% [952100/1251000] [761.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000429] [CE 4.380 (4.351)] [KD 3.498 (3.470)] 2024-10-15 03:22:11,842 - Train: 76.11% [952150/1251000] [761.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000429] [CE 4.537 (4.261)] [KD 3.476 (3.433)] 2024-10-15 03:22:19,543 - Train: 76.12% [952200/1251000] [761.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000429] [CE 4.047 (4.296)] [KD 3.267 (3.435)] 2024-10-15 03:22:27,249 - Train: 76.12% [952250/1251000] [761.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000429] [CE 4.220 (4.322)] [KD 3.111 (3.425)] 2024-10-15 03:22:34,968 - Train: 76.12% [952300/1251000] [761.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000429] [CE 4.445 (4.347)] [KD 3.719 (3.501)] 2024-10-15 03:22:42,725 - Train: 76.13% [952350/1251000] [761.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000428] [CE 3.415 (4.309)] [KD 3.054 (3.434)] 2024-10-15 03:22:50,551 - Train: 76.13% [952400/1251000] [761.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000428] [CE 4.378 (4.320)] [KD 3.564 (3.472)] 2024-10-15 03:22:58,277 - Train: 76.14% [952450/1251000] [761.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000428] [CE 4.292 (4.256)] [KD 3.419 (3.422)] 2024-10-15 03:23:05,976 - Train: 76.14% [952500/1251000] [761.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000428] [CE 4.561 (4.298)] [KD 3.621 (3.435)] 2024-10-15 03:23:13,536 - Train: 76.14% [952550/1251000] [761.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000428] [CE 4.137 (4.266)] [KD 3.339 (3.413)] 2024-10-15 03:23:21,300 - Train: 76.15% [952600/1251000] [761.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000428] [CE 3.933 (4.254)] [KD 3.293 (3.452)] 2024-10-15 03:23:28,975 - Train: 76.15% [952650/1251000] [761.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000428] [CE 4.567 (4.324)] [KD 3.630 (3.454)] 2024-10-15 03:23:36,739 - Train: 76.16% [952700/1251000] [761.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000428] [CE 4.349 (4.345)] [KD 3.444 (3.459)] 2024-10-15 03:23:44,416 - Train: 76.16% [952750/1251000] [761.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000427] [CE 4.033 (4.348)] [KD 3.276 (3.480)] 2024-10-15 03:23:51,960 - Train: 76.16% [952800/1251000] [761.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000427] [CE 4.428 (4.251)] [KD 3.753 (3.430)] 2024-10-15 03:23:59,622 - Train: 76.17% [952850/1251000] [761.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000427] [CE 4.379 (4.304)] [KD 3.608 (3.478)] 2024-10-15 03:24:07,300 - Train: 76.17% [952900/1251000] [761.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000427] [CE 4.321 (4.338)] [KD 3.553 (3.474)] 2024-10-15 03:24:15,131 - Train: 76.18% [952950/1251000] [761.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000427] [CE 4.062 (4.342)] [KD 3.049 (3.482)] 2024-10-15 03:24:22,842 - Train: 76.18% [953000/1251000] [761.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000427] [CE 4.511 (4.355)] [KD 3.810 (3.466)] 2024-10-15 03:24:30,657 - Train: 76.18% [953050/1251000] [761.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000427] [CE 4.278 (4.356)] [KD 3.508 (3.498)] 2024-10-15 03:24:38,190 - Train: 76.19% [953100/1251000] [761.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000427] [CE 4.334 (4.357)] [KD 3.621 (3.482)] 2024-10-15 03:24:45,755 - Train: 76.19% [953150/1251000] [761.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000426] [CE 4.295 (4.253)] [KD 3.305 (3.444)] 2024-10-15 03:24:53,554 - Train: 76.20% [953200/1251000] [762.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.006] [optim_t 0.148] [lr 0.000426] [CE 4.411 (4.351)] [KD 3.516 (3.508)] 2024-10-15 03:25:01,247 - Train: 76.20% [953250/1251000] [762.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.002] [optim_t 0.147] [lr 0.000426] [CE 4.265 (4.314)] [KD 3.485 (3.477)] 2024-10-15 03:25:08,835 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 36970] [top5_cnt 45814] [top_all 50000] 2024-10-15 03:25:08,835 - net: 73.940 (91.628) 2024-10-15 03:25:14,586 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38390] [top5_cnt 46570] [top_all 50000] 2024-10-15 03:25:14,587 - net_E: 76.780 (93.140) 2024-10-15 03:25:14,750 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.780 (epoch: 762)] 2024-10-15 03:25:14,750 - ==> Total time: 1 day, 13:22:58 Eta: 11:40:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:25:27,782 - Train: 76.20% [953300/1251000] [762.0/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.149] [lr 0.000426] [CE 4.175 (4.273)] [KD 3.275 (3.428)] 2024-10-15 03:25:35,786 - Train: 76.21% [953350/1251000] [762.1/1000.0] [batch_t 0.157 (0.160)] [data_t 0.003] [optim_t 0.154] [lr 0.000426] [CE 4.298 (4.275)] [KD 3.588 (3.415)] 2024-10-15 03:25:43,519 - Train: 76.21% [953400/1251000] [762.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000426] [CE 3.509 (4.263)] [KD 2.975 (3.392)] 2024-10-15 03:25:51,069 - Train: 76.22% [953450/1251000] [762.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000426] [CE 4.436 (4.399)] [KD 3.661 (3.459)] 2024-10-15 03:25:58,772 - Train: 76.22% [953500/1251000] [762.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000426] [CE 4.257 (4.329)] [KD 3.363 (3.478)] 2024-10-15 03:26:06,540 - Train: 76.22% [953550/1251000] [762.2/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000425] [CE 4.903 (4.305)] [KD 3.845 (3.401)] 2024-10-15 03:26:14,266 - Train: 76.23% [953600/1251000] [762.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000425] [CE 3.887 (4.318)] [KD 3.247 (3.432)] 2024-10-15 03:26:21,810 - Train: 76.23% [953650/1251000] [762.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000425] [CE 4.491 (4.325)] [KD 3.550 (3.468)] 2024-10-15 03:26:29,645 - Train: 76.24% [953700/1251000] [762.4/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000425] [CE 4.857 (4.346)] [KD 3.762 (3.450)] 2024-10-15 03:26:37,327 - Train: 76.24% [953750/1251000] [762.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000425] [CE 3.996 (4.327)] [KD 3.401 (3.421)] 2024-10-15 03:26:45,293 - Train: 76.24% [953800/1251000] [762.4/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000425] [CE 4.119 (4.319)] [KD 3.301 (3.425)] 2024-10-15 03:26:52,916 - Train: 76.25% [953850/1251000] [762.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000425] [CE 4.131 (4.306)] [KD 3.385 (3.477)] 2024-10-15 03:27:00,515 - Train: 76.25% [953900/1251000] [762.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000425] [CE 4.249 (4.303)] [KD 3.425 (3.473)] 2024-10-15 03:27:08,174 - Train: 76.25% [953950/1251000] [762.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000424] [CE 4.131 (4.234)] [KD 3.400 (3.430)] 2024-10-15 03:27:16,107 - Train: 76.26% [954000/1251000] [762.6/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000424] [CE 4.711 (4.360)] [KD 3.835 (3.490)] 2024-10-15 03:27:23,924 - Train: 76.26% [954050/1251000] [762.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000424] [CE 4.811 (4.334)] [KD 3.623 (3.453)] 2024-10-15 03:27:31,782 - Train: 76.27% [954100/1251000] [762.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000424] [CE 4.503 (4.251)] [KD 3.481 (3.394)] 2024-10-15 03:27:39,377 - Train: 76.27% [954150/1251000] [762.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000424] [CE 4.682 (4.273)] [KD 3.714 (3.440)] 2024-10-15 03:27:47,062 - Train: 76.27% [954200/1251000] [762.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000424] [CE 4.195 (4.290)] [KD 3.171 (3.400)] 2024-10-15 03:27:54,769 - Train: 76.28% [954250/1251000] [762.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000424] [CE 4.406 (4.321)] [KD 3.555 (3.485)] 2024-10-15 03:28:02,430 - Train: 76.28% [954300/1251000] [762.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000423] [CE 4.195 (4.242)] [KD 3.274 (3.371)] 2024-10-15 03:28:10,346 - Train: 76.29% [954350/1251000] [762.9/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000423] [CE 4.202 (4.323)] [KD 3.483 (3.452)] 2024-10-15 03:28:18,066 - Train: 76.29% [954400/1251000] [762.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000423] [CE 4.323 (4.294)] [KD 3.506 (3.420)] 2024-10-15 03:28:25,895 - Train: 76.29% [954450/1251000] [762.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000423] [CE 4.312 (4.388)] [KD 3.219 (3.481)] 2024-10-15 03:28:33,448 - Train: 76.30% [954500/1251000] [763.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000423] [CE 4.280 (4.378)] [KD 3.579 (3.480)] 2024-10-15 03:28:40,933 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37042] [top5_cnt 45955] [top_all 50000] 2024-10-15 03:28:40,933 - net: 74.084 (91.910) 2024-10-15 03:28:46,569 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.101)] [top1_cnt 38387] [top5_cnt 46569] [top_all 50000] 2024-10-15 03:28:46,570 - net_E: 76.774 (93.138) 2024-10-15 03:28:46,718 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.780 (epoch: 762)] 2024-10-15 03:28:46,719 - ==> Total time: 1 day, 13:26:29 Eta: 11:37:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:28:54,545 - Train: 76.30% [954550/1251000] [763.0/1000.0] [batch_t 0.160 (0.166)] [data_t 0.004] [optim_t 0.156] [lr 0.000423] [CE 4.820 (4.255)] [KD 3.826 (3.407)] 2024-10-15 03:29:02,361 - Train: 76.31% [954600/1251000] [763.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000423] [CE 4.569 (4.257)] [KD 3.694 (3.425)] 2024-10-15 03:29:10,060 - Train: 76.31% [954650/1251000] [763.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000423] [CE 3.733 (4.330)] [KD 3.153 (3.421)] 2024-10-15 03:29:17,850 - Train: 76.31% [954700/1251000] [763.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000422] [CE 4.452 (4.239)] [KD 3.368 (3.386)] 2024-10-15 03:29:25,391 - Train: 76.32% [954750/1251000] [763.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000422] [CE 4.246 (4.263)] [KD 3.357 (3.387)] 2024-10-15 03:29:33,126 - Train: 76.32% [954800/1251000] [763.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000422] [CE 4.488 (4.291)] [KD 3.293 (3.430)] 2024-10-15 03:29:40,932 - Train: 76.33% [954850/1251000] [763.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000422] [CE 4.308 (4.334)] [KD 3.412 (3.440)] 2024-10-15 03:29:48,691 - Train: 76.33% [954900/1251000] [763.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000422] [CE 4.667 (4.371)] [KD 3.816 (3.487)] 2024-10-15 03:29:56,192 - Train: 76.33% [954950/1251000] [763.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000422] [CE 3.845 (4.209)] [KD 3.461 (3.371)] 2024-10-15 03:30:03,758 - Train: 76.34% [955000/1251000] [763.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000422] [CE 4.370 (4.195)] [KD 3.473 (3.342)] 2024-10-15 03:30:11,340 - Train: 76.34% [955050/1251000] [763.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000422] [CE 3.626 (4.266)] [KD 3.085 (3.425)] 2024-10-15 03:30:19,271 - Train: 76.35% [955100/1251000] [763.5/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000421] [CE 3.841 (4.302)] [KD 3.371 (3.479)] 2024-10-15 03:30:27,006 - Train: 76.35% [955150/1251000] [763.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000421] [CE 4.163 (4.314)] [KD 3.407 (3.423)] 2024-10-15 03:30:34,863 - Train: 76.35% [955200/1251000] [763.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000421] [CE 4.486 (4.295)] [KD 3.762 (3.447)] 2024-10-15 03:30:42,656 - Train: 76.36% [955250/1251000] [763.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000421] [CE 4.546 (4.252)] [KD 3.479 (3.427)] 2024-10-15 03:30:50,222 - Train: 76.36% [955300/1251000] [763.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000421] [CE 4.430 (4.350)] [KD 3.316 (3.428)] 2024-10-15 03:30:57,772 - Train: 76.37% [955350/1251000] [763.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000421] [CE 4.258 (4.283)] [KD 3.635 (3.430)] 2024-10-15 03:31:05,381 - Train: 76.37% [955400/1251000] [763.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000421] [CE 4.399 (4.277)] [KD 3.328 (3.421)] 2024-10-15 03:31:13,143 - Train: 76.37% [955450/1251000] [763.7/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000421] [CE 4.428 (4.296)] [KD 3.661 (3.407)] 2024-10-15 03:31:20,831 - Train: 76.38% [955500/1251000] [763.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000420] [CE 4.050 (4.315)] [KD 3.218 (3.412)] 2024-10-15 03:31:28,755 - Train: 76.38% [955550/1251000] [763.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000420] [CE 3.799 (4.278)] [KD 3.132 (3.457)] 2024-10-15 03:31:36,501 - Train: 76.39% [955600/1251000] [763.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000420] [CE 4.427 (4.272)] [KD 3.695 (3.403)] 2024-10-15 03:31:44,298 - Train: 76.39% [955650/1251000] [763.9/1000.0] [batch_t 0.262 (0.156)] [data_t 0.003] [optim_t 0.259] [lr 0.000420] [CE 4.306 (4.259)] [KD 3.577 (3.444)] 2024-10-15 03:31:51,970 - Train: 76.39% [955700/1251000] [763.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000420] [CE 4.065 (4.392)] [KD 3.265 (3.489)] 2024-10-15 03:31:59,647 - Train: 76.40% [955750/1251000] [764.0/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000420] [CE 4.129 (4.210)] [KD 3.390 (3.415)] 2024-10-15 03:32:07,266 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37117] [top5_cnt 45934] [top_all 50000] 2024-10-15 03:32:07,266 - net: 74.234 (91.868) 2024-10-15 03:32:13,518 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.113)] [top1_cnt 38360] [top5_cnt 46565] [top_all 50000] 2024-10-15 03:32:13,518 - net_E: 76.720 (93.130) 2024-10-15 03:32:13,682 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.780 (epoch: 762)] 2024-10-15 03:32:13,682 - ==> Total time: 1 day, 13:29:56 Eta: 11:35:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:32:21,187 - Train: 76.40% [955800/1251000] [764.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.003] [optim_t 0.146] [lr 0.000420] [CE 4.640 (4.285)] [KD 3.545 (3.412)] 2024-10-15 03:32:28,777 - Train: 76.41% [955850/1251000] [764.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000420] [CE 4.412 (4.247)] [KD 3.429 (3.387)] 2024-10-15 03:32:36,507 - Train: 76.41% [955900/1251000] [764.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000419] [CE 4.699 (4.282)] [KD 3.619 (3.402)] 2024-10-15 03:32:44,526 - Train: 76.41% [955950/1251000] [764.1/1000.0] [batch_t 0.156 (0.160)] [data_t 0.003] [optim_t 0.153] [lr 0.000419] [CE 4.457 (4.270)] [KD 3.546 (3.416)] 2024-10-15 03:32:52,309 - Train: 76.42% [956000/1251000] [764.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000419] [CE 4.529 (4.193)] [KD 3.458 (3.375)] 2024-10-15 03:33:00,132 - Train: 76.42% [956050/1251000] [764.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000419] [CE 4.118 (4.203)] [KD 3.647 (3.404)] 2024-10-15 03:33:07,870 - Train: 76.43% [956100/1251000] [764.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000419] [CE 4.280 (4.307)] [KD 3.428 (3.427)] 2024-10-15 03:33:15,472 - Train: 76.43% [956150/1251000] [764.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000419] [CE 4.438 (4.311)] [KD 3.528 (3.438)] 2024-10-15 03:33:23,189 - Train: 76.43% [956200/1251000] [764.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000419] [CE 4.275 (4.291)] [KD 3.406 (3.461)] 2024-10-15 03:33:30,971 - Train: 76.44% [956250/1251000] [764.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000419] [CE 4.298 (4.196)] [KD 3.310 (3.398)] 2024-10-15 03:33:38,739 - Train: 76.44% [956300/1251000] [764.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000418] [CE 4.994 (4.344)] [KD 3.604 (3.457)] 2024-10-15 03:33:46,568 - Train: 76.45% [956350/1251000] [764.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000418] [CE 4.400 (4.365)] [KD 3.354 (3.453)] 2024-10-15 03:33:54,434 - Train: 76.45% [956400/1251000] [764.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000418] [CE 4.688 (4.294)] [KD 3.303 (3.389)] 2024-10-15 03:34:02,267 - Train: 76.45% [956450/1251000] [764.5/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000418] [CE 4.448 (4.261)] [KD 3.570 (3.399)] 2024-10-15 03:34:10,122 - Train: 76.46% [956500/1251000] [764.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000418] [CE 4.738 (4.287)] [KD 3.754 (3.436)] 2024-10-15 03:34:17,697 - Train: 76.46% [956550/1251000] [764.6/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000418] [CE 3.992 (4.292)] [KD 3.270 (3.459)] 2024-10-15 03:34:25,253 - Train: 76.47% [956600/1251000] [764.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000418] [CE 4.203 (4.332)] [KD 3.375 (3.479)] 2024-10-15 03:34:32,819 - Train: 76.47% [956650/1251000] [764.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000418] [CE 3.631 (4.264)] [KD 3.008 (3.406)] 2024-10-15 03:34:40,478 - Train: 76.47% [956700/1251000] [764.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000417] [CE 3.973 (4.311)] [KD 3.221 (3.422)] 2024-10-15 03:34:48,095 - Train: 76.48% [956750/1251000] [764.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000417] [CE 4.169 (4.285)] [KD 3.265 (3.419)] 2024-10-15 03:34:56,101 - Train: 76.48% [956800/1251000] [764.8/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000417] [CE 4.422 (4.209)] [KD 3.362 (3.400)] 2024-10-15 03:35:03,670 - Train: 76.49% [956850/1251000] [764.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000417] [CE 4.725 (4.352)] [KD 3.459 (3.490)] 2024-10-15 03:35:11,317 - Train: 76.49% [956900/1251000] [764.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000417] [CE 4.802 (4.279)] [KD 3.904 (3.396)] 2024-10-15 03:35:18,973 - Train: 76.49% [956950/1251000] [764.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000417] [CE 4.708 (4.317)] [KD 3.616 (3.422)] 2024-10-15 03:35:26,496 - Train: 76.50% [957000/1251000] [765.0/1000.0] [batch_t 0.156 (0.150)] [data_t 0.012] [optim_t 0.144] [lr 0.000417] [CE 4.290 (4.235)] [KD 3.350 (3.409)] 2024-10-15 03:35:34,333 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37154] [top5_cnt 45952] [top_all 50000] 2024-10-15 03:35:34,333 - net: 74.308 (91.904) 2024-10-15 03:35:40,115 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38366] [top5_cnt 46536] [top_all 50000] 2024-10-15 03:35:40,115 - net_E: 76.732 (93.072) 2024-10-15 03:35:40,290 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.780 (epoch: 762)] 2024-10-15 03:35:40,291 - ==> Total time: 1 day, 13:33:23 Eta: 11:32:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:35:53,099 - Train: 76.50% [957050/1251000] [765.0/1000.0] [batch_t 0.152 (0.185)] [data_t 0.003] [optim_t 0.150] [lr 0.000417] [CE 3.726 (4.254)] [KD 3.078 (3.408)] 2024-10-15 03:36:00,875 - Train: 76.51% [957100/1251000] [765.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000416] [CE 4.468 (4.293)] [KD 3.522 (3.391)] 2024-10-15 03:36:08,697 - Train: 76.51% [957150/1251000] [765.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000416] [CE 4.265 (4.293)] [KD 3.492 (3.434)] 2024-10-15 03:36:16,435 - Train: 76.51% [957200/1251000] [765.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000416] [CE 4.765 (4.287)] [KD 3.645 (3.416)] 2024-10-15 03:36:24,168 - Train: 76.52% [957250/1251000] [765.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000416] [CE 4.039 (4.253)] [KD 3.324 (3.398)] 2024-10-15 03:36:31,830 - Train: 76.52% [957300/1251000] [765.2/1000.0] [batch_t 0.266 (0.153)] [data_t 0.003] [optim_t 0.263] [lr 0.000416] [CE 4.526 (4.206)] [KD 3.883 (3.426)] 2024-10-15 03:36:39,541 - Train: 76.53% [957350/1251000] [765.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000416] [CE 4.257 (4.212)] [KD 3.272 (3.387)] 2024-10-15 03:36:47,363 - Train: 76.53% [957400/1251000] [765.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000416] [CE 4.116 (4.285)] [KD 3.484 (3.403)] 2024-10-15 03:36:55,067 - Train: 76.53% [957450/1251000] [765.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000416] [CE 4.646 (4.273)] [KD 3.596 (3.448)] 2024-10-15 03:37:02,762 - Train: 76.54% [957500/1251000] [765.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000415] [CE 4.440 (4.288)] [KD 3.349 (3.431)] 2024-10-15 03:37:10,492 - Train: 76.54% [957550/1251000] [765.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000415] [CE 4.420 (4.300)] [KD 3.628 (3.453)] 2024-10-15 03:37:18,367 - Train: 76.55% [957600/1251000] [765.5/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000415] [CE 4.178 (4.309)] [KD 3.405 (3.417)] 2024-10-15 03:37:26,104 - Train: 76.55% [957650/1251000] [765.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000415] [CE 4.432 (4.329)] [KD 3.666 (3.452)] 2024-10-15 03:37:33,827 - Train: 76.55% [957700/1251000] [765.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000415] [CE 3.969 (4.304)] [KD 3.137 (3.437)] 2024-10-15 03:37:41,617 - Train: 76.56% [957750/1251000] [765.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000415] [CE 4.057 (4.267)] [KD 3.073 (3.426)] 2024-10-15 03:37:49,194 - Train: 76.56% [957800/1251000] [765.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000415] [CE 4.354 (4.349)] [KD 3.328 (3.451)] 2024-10-15 03:37:56,758 - Train: 76.57% [957850/1251000] [765.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000415] [CE 4.099 (4.214)] [KD 3.233 (3.365)] 2024-10-15 03:38:04,488 - Train: 76.57% [957900/1251000] [765.7/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000414] [CE 4.626 (4.261)] [KD 3.853 (3.424)] 2024-10-15 03:38:12,281 - Train: 76.57% [957950/1251000] [765.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000414] [CE 3.645 (4.275)] [KD 2.914 (3.432)] 2024-10-15 03:38:19,960 - Train: 76.58% [958000/1251000] [765.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000414] [CE 3.753 (4.241)] [KD 3.151 (3.433)] 2024-10-15 03:38:27,651 - Train: 76.58% [958050/1251000] [765.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000414] [CE 4.271 (4.311)] [KD 3.569 (3.439)] 2024-10-15 03:38:35,363 - Train: 76.59% [958100/1251000] [765.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000414] [CE 3.879 (4.320)] [KD 3.314 (3.453)] 2024-10-15 03:38:43,035 - Train: 76.59% [958150/1251000] [765.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000414] [CE 4.181 (4.306)] [KD 3.290 (3.451)] 2024-10-15 03:38:50,844 - Train: 76.59% [958200/1251000] [765.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000414] [CE 4.345 (4.333)] [KD 3.395 (3.497)] 2024-10-15 03:38:58,436 - Train: 76.60% [958250/1251000] [766.0/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000414] [CE 4.632 (4.277)] [KD 3.829 (3.443)] 2024-10-15 03:39:06,521 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37065] [top5_cnt 45833] [top_all 50000] 2024-10-15 03:39:06,522 - net: 74.130 (91.666) 2024-10-15 03:39:12,444 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38392] [top5_cnt 46535] [top_all 50000] 2024-10-15 03:39:12,445 - net_E: 76.784 (93.070) 2024-10-15 03:39:12,621 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.784 (epoch: 766)] 2024-10-15 03:39:12,622 - ==> Total time: 1 day, 13:36:55 Eta: 11:29:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:39:23,703 - Train: 76.60% [958300/1251000] [766.0/1000.0] [batch_t 0.154 (0.165)] [data_t 0.004] [optim_t 0.150] [lr 0.000413] [CE 4.662 (4.332)] [KD 3.600 (3.443)] 2024-10-15 03:39:31,585 - Train: 76.61% [958350/1251000] [766.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000413] [CE 4.087 (4.268)] [KD 3.290 (3.416)] 2024-10-15 03:39:39,443 - Train: 76.61% [958400/1251000] [766.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000413] [CE 4.360 (4.310)] [KD 3.222 (3.438)] 2024-10-15 03:39:47,320 - Train: 76.61% [958450/1251000] [766.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000413] [CE 4.318 (4.291)] [KD 3.563 (3.421)] 2024-10-15 03:39:55,024 - Train: 76.62% [958500/1251000] [766.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000413] [CE 3.952 (4.344)] [KD 3.188 (3.499)] 2024-10-15 03:40:02,806 - Train: 76.62% [958550/1251000] [766.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000413] [CE 4.282 (4.274)] [KD 3.444 (3.412)] 2024-10-15 03:40:10,532 - Train: 76.63% [958600/1251000] [766.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000413] [CE 3.549 (4.333)] [KD 2.970 (3.453)] 2024-10-15 03:40:18,243 - Train: 76.63% [958650/1251000] [766.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000413] [CE 3.902 (4.207)] [KD 3.348 (3.396)] 2024-10-15 03:40:25,991 - Train: 76.63% [958700/1251000] [766.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000412] [CE 3.901 (4.249)] [KD 3.353 (3.406)] 2024-10-15 03:40:33,834 - Train: 76.64% [958750/1251000] [766.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000412] [CE 3.425 (4.269)] [KD 3.080 (3.426)] 2024-10-15 03:40:41,700 - Train: 76.64% [958800/1251000] [766.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000412] [CE 4.449 (4.285)] [KD 3.368 (3.405)] 2024-10-15 03:40:49,338 - Train: 76.65% [958850/1251000] [766.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000412] [CE 4.131 (4.314)] [KD 3.442 (3.450)] 2024-10-15 03:40:56,937 - Train: 76.65% [958900/1251000] [766.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000412] [CE 4.100 (4.193)] [KD 3.338 (3.387)] 2024-10-15 03:41:04,797 - Train: 76.65% [958950/1251000] [766.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000412] [CE 4.482 (4.278)] [KD 3.513 (3.435)] 2024-10-15 03:41:12,501 - Train: 76.66% [959000/1251000] [766.6/1000.0] [batch_t 0.145 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000412] [CE 3.889 (4.283)] [KD 3.438 (3.440)] 2024-10-15 03:41:20,226 - Train: 76.66% [959050/1251000] [766.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000412] [CE 3.827 (4.282)] [KD 3.120 (3.440)] 2024-10-15 03:41:28,014 - Train: 76.67% [959100/1251000] [766.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000411] [CE 4.137 (4.203)] [KD 3.437 (3.362)] 2024-10-15 03:41:35,762 - Train: 76.67% [959150/1251000] [766.7/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.000411] [CE 4.262 (4.202)] [KD 3.424 (3.354)] 2024-10-15 03:41:43,766 - Train: 76.67% [959200/1251000] [766.7/1000.0] [batch_t 0.281 (0.160)] [data_t 0.004] [optim_t 0.277] [lr 0.000411] [CE 3.844 (4.234)] [KD 3.161 (3.399)] 2024-10-15 03:41:51,544 - Train: 76.68% [959250/1251000] [766.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000411] [CE 4.455 (4.319)] [KD 3.584 (3.433)] 2024-10-15 03:41:59,116 - Train: 76.68% [959300/1251000] [766.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000411] [CE 4.023 (4.247)] [KD 3.211 (3.442)] 2024-10-15 03:42:06,921 - Train: 76.69% [959350/1251000] [766.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000411] [CE 3.877 (4.187)] [KD 3.277 (3.389)] 2024-10-15 03:42:14,647 - Train: 76.69% [959400/1251000] [766.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000411] [CE 4.265 (4.336)] [KD 3.478 (3.459)] 2024-10-15 03:42:22,319 - Train: 76.69% [959450/1251000] [766.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000411] [CE 3.407 (4.227)] [KD 3.028 (3.399)] 2024-10-15 03:42:30,207 - Train: 76.70% [959500/1251000] [767.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.145] [lr 0.000410] [CE 4.176 (4.253)] [KD 3.224 (3.423)] 2024-10-15 03:42:38,282 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 36780] [top5_cnt 45788] [top_all 50000] 2024-10-15 03:42:38,283 - net: 73.560 (91.576) 2024-10-15 03:42:44,023 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 38375] [top5_cnt 46554] [top_all 50000] 2024-10-15 03:42:44,024 - net_E: 76.750 (93.108) 2024-10-15 03:42:44,165 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.784 (epoch: 766)] 2024-10-15 03:42:44,166 - ==> Total time: 1 day, 13:40:27 Eta: 11:26:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:42:51,555 - Train: 76.70% [959550/1251000] [767.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.003] [optim_t 0.149] [lr 0.000410] [CE 4.258 (4.385)] [KD 3.612 (3.468)] 2024-10-15 03:42:59,479 - Train: 76.71% [959600/1251000] [767.1/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000410] [CE 4.017 (4.213)] [KD 3.133 (3.380)] 2024-10-15 03:43:07,065 - Train: 76.71% [959650/1251000] [767.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000410] [CE 4.273 (4.287)] [KD 3.225 (3.394)] 2024-10-15 03:43:14,791 - Train: 76.71% [959700/1251000] [767.1/1000.0] [batch_t 0.162 (0.154)] [data_t 0.004] [optim_t 0.158] [lr 0.000410] [CE 4.157 (4.323)] [KD 3.455 (3.428)] 2024-10-15 03:43:22,691 - Train: 76.72% [959750/1251000] [767.2/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.153] [lr 0.000410] [CE 4.596 (4.243)] [KD 3.500 (3.378)] 2024-10-15 03:43:30,543 - Train: 76.72% [959800/1251000] [767.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.006] [optim_t 0.142] [lr 0.000410] [CE 4.605 (4.285)] [KD 3.531 (3.406)] 2024-10-15 03:43:38,199 - Train: 76.73% [959850/1251000] [767.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000410] [CE 4.421 (4.249)] [KD 3.654 (3.383)] 2024-10-15 03:43:45,751 - Train: 76.73% [959900/1251000] [767.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000409] [CE 4.147 (4.301)] [KD 3.435 (3.421)] 2024-10-15 03:43:53,599 - Train: 76.73% [959950/1251000] [767.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000409] [CE 3.719 (4.296)] [KD 3.126 (3.406)] 2024-10-15 03:44:01,148 - Train: 76.74% [960000/1251000] [767.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000409] [CE 4.335 (4.283)] [KD 3.498 (3.426)] 2024-10-15 03:44:09,048 - Train: 76.74% [960050/1251000] [767.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.002] [optim_t 0.148] [lr 0.000409] [CE 4.610 (4.293)] [KD 3.654 (3.398)] 2024-10-15 03:44:16,578 - Train: 76.75% [960100/1251000] [767.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000409] [CE 4.865 (4.319)] [KD 3.698 (3.425)] 2024-10-15 03:44:24,354 - Train: 76.75% [960150/1251000] [767.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000409] [CE 3.786 (4.244)] [KD 3.146 (3.389)] 2024-10-15 03:44:31,903 - Train: 76.75% [960200/1251000] [767.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000409] [CE 4.404 (4.357)] [KD 3.418 (3.467)] 2024-10-15 03:44:39,579 - Train: 76.76% [960250/1251000] [767.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000409] [CE 3.907 (4.317)] [KD 3.197 (3.446)] 2024-10-15 03:44:47,320 - Train: 76.76% [960300/1251000] [767.6/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000408] [CE 4.350 (4.310)] [KD 3.635 (3.456)] 2024-10-15 03:44:55,074 - Train: 76.77% [960350/1251000] [767.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000408] [CE 4.517 (4.216)] [KD 3.772 (3.405)] 2024-10-15 03:45:02,787 - Train: 76.77% [960400/1251000] [767.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000408] [CE 4.534 (4.342)] [KD 3.514 (3.471)] 2024-10-15 03:45:10,510 - Train: 76.77% [960450/1251000] [767.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000408] [CE 4.442 (4.237)] [KD 3.598 (3.404)] 2024-10-15 03:45:18,135 - Train: 76.78% [960500/1251000] [767.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000408] [CE 3.778 (4.267)] [KD 3.119 (3.416)] 2024-10-15 03:45:25,886 - Train: 76.78% [960550/1251000] [767.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000408] [CE 4.113 (4.299)] [KD 3.487 (3.424)] 2024-10-15 03:45:33,856 - Train: 76.79% [960600/1251000] [767.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000408] [CE 4.820 (4.226)] [KD 3.709 (3.380)] 2024-10-15 03:45:41,484 - Train: 76.79% [960650/1251000] [767.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000408] [CE 4.347 (4.307)] [KD 3.490 (3.458)] 2024-10-15 03:45:49,233 - Train: 76.79% [960700/1251000] [767.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000407] [CE 4.645 (4.254)] [KD 3.638 (3.387)] 2024-10-15 03:45:56,878 - Train: 76.80% [960750/1251000] [768.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000407] [CE 4.635 (4.312)] [KD 3.716 (3.431)] 2024-10-15 03:46:05,132 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 36875] [top5_cnt 45797] [top_all 50000] 2024-10-15 03:46:05,133 - net: 73.750 (91.594) 2024-10-15 03:46:11,194 - Test (net_E): 100.00% [50/50] [batch_t 0.199 (0.111)] [top1_cnt 38370] [top5_cnt 46554] [top_all 50000] 2024-10-15 03:46:11,194 - net_E: 76.740 (93.108) 2024-10-15 03:46:11,304 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.784 (epoch: 766)] 2024-10-15 03:46:11,304 - ==> Total time: 1 day, 13:43:54 Eta: 11:23:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:46:18,494 - Train: 76.80% [960800/1251000] [768.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.003] [optim_t 0.145] [lr 0.000407] [CE 4.730 (4.304)] [KD 3.711 (3.410)] 2024-10-15 03:46:26,252 - Train: 76.81% [960850/1251000] [768.1/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000407] [CE 4.298 (4.259)] [KD 3.590 (3.375)] 2024-10-15 03:46:34,176 - Train: 76.81% [960900/1251000] [768.1/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.000407] [CE 4.511 (4.261)] [KD 3.593 (3.387)] 2024-10-15 03:46:42,237 - Train: 76.81% [960950/1251000] [768.1/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000407] [CE 4.377 (4.276)] [KD 3.464 (3.390)] 2024-10-15 03:46:49,965 - Train: 76.82% [961000/1251000] [768.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000407] [CE 4.576 (4.345)] [KD 3.781 (3.407)] 2024-10-15 03:46:57,683 - Train: 76.82% [961050/1251000] [768.2/1000.0] [batch_t 0.159 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000407] [CE 4.393 (4.314)] [KD 3.295 (3.440)] 2024-10-15 03:47:05,597 - Train: 76.83% [961100/1251000] [768.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000406] [CE 4.092 (4.259)] [KD 3.328 (3.389)] 2024-10-15 03:47:13,528 - Train: 76.83% [961150/1251000] [768.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000406] [CE 4.405 (4.353)] [KD 3.501 (3.431)] 2024-10-15 03:47:21,229 - Train: 76.83% [961200/1251000] [768.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000406] [CE 4.466 (4.325)] [KD 3.494 (3.436)] 2024-10-15 03:47:28,886 - Train: 76.84% [961250/1251000] [768.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000406] [CE 4.261 (4.328)] [KD 3.435 (3.422)] 2024-10-15 03:47:36,735 - Train: 76.84% [961300/1251000] [768.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000406] [CE 4.340 (4.336)] [KD 3.335 (3.417)] 2024-10-15 03:47:44,558 - Train: 76.85% [961350/1251000] [768.5/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000406] [CE 4.262 (4.265)] [KD 3.270 (3.403)] 2024-10-15 03:47:52,276 - Train: 76.85% [961400/1251000] [768.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000406] [CE 3.831 (4.313)] [KD 3.196 (3.441)] 2024-10-15 03:47:59,875 - Train: 76.85% [961450/1251000] [768.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000406] [CE 4.111 (4.274)] [KD 3.408 (3.402)] 2024-10-15 03:48:07,758 - Train: 76.86% [961500/1251000] [768.6/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000405] [CE 4.147 (4.256)] [KD 3.447 (3.390)] 2024-10-15 03:48:15,460 - Train: 76.86% [961550/1251000] [768.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000405] [CE 4.655 (4.308)] [KD 3.477 (3.449)] 2024-10-15 03:48:23,136 - Train: 76.87% [961600/1251000] [768.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000405] [CE 4.419 (4.216)] [KD 3.477 (3.385)] 2024-10-15 03:48:30,715 - Train: 76.87% [961650/1251000] [768.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000405] [CE 3.990 (4.224)] [KD 3.269 (3.417)] 2024-10-15 03:48:38,476 - Train: 76.87% [961700/1251000] [768.7/1000.0] [batch_t 0.160 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000405] [CE 4.168 (4.264)] [KD 3.370 (3.433)] 2024-10-15 03:48:46,316 - Train: 76.88% [961750/1251000] [768.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000405] [CE 4.787 (4.249)] [KD 3.571 (3.411)] 2024-10-15 03:48:54,277 - Train: 76.88% [961800/1251000] [768.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000405] [CE 4.353 (4.325)] [KD 3.709 (3.462)] 2024-10-15 03:49:01,965 - Train: 76.89% [961850/1251000] [768.9/1000.0] [batch_t 0.255 (0.154)] [data_t 0.003] [optim_t 0.252] [lr 0.000405] [CE 4.632 (4.262)] [KD 3.344 (3.391)] 2024-10-15 03:49:09,600 - Train: 76.89% [961900/1251000] [768.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000404] [CE 3.965 (4.364)] [KD 3.115 (3.472)] 2024-10-15 03:49:17,532 - Train: 76.89% [961950/1251000] [768.9/1000.0] [batch_t 0.154 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000404] [CE 4.376 (4.245)] [KD 3.351 (3.394)] 2024-10-15 03:49:25,288 - Train: 76.90% [962000/1251000] [769.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000404] [CE 4.156 (4.240)] [KD 3.463 (3.401)] 2024-10-15 03:49:33,727 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 36875] [top5_cnt 45873] [top_all 50000] 2024-10-15 03:49:33,728 - net: 73.750 (91.746) 2024-10-15 03:49:39,670 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38366] [top5_cnt 46553] [top_all 50000] 2024-10-15 03:49:39,670 - net_E: 76.732 (93.106) 2024-10-15 03:49:39,831 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.784 (epoch: 766)] 2024-10-15 03:49:39,831 - ==> Total time: 1 day, 13:47:23 Eta: 11:21:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:49:46,773 - Train: 76.90% [962050/1251000] [769.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.004] [optim_t 0.148] [lr 0.000404] [CE 3.965 (4.317)] [KD 3.385 (3.404)] 2024-10-15 03:49:54,459 - Train: 76.91% [962100/1251000] [769.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000404] [CE 3.915 (4.342)] [KD 3.185 (3.381)] 2024-10-15 03:50:02,138 - Train: 76.91% [962150/1251000] [769.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000404] [CE 4.332 (4.273)] [KD 3.414 (3.391)] 2024-10-15 03:50:10,003 - Train: 76.91% [962200/1251000] [769.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000404] [CE 3.886 (4.243)] [KD 2.983 (3.396)] 2024-10-15 03:50:17,651 - Train: 76.92% [962250/1251000] [769.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000404] [CE 4.287 (4.280)] [KD 3.317 (3.385)] 2024-10-15 03:50:25,143 - Train: 76.92% [962300/1251000] [769.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000403] [CE 4.424 (4.308)] [KD 3.541 (3.448)] 2024-10-15 03:50:33,015 - Train: 76.93% [962350/1251000] [769.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000403] [CE 4.476 (4.245)] [KD 3.496 (3.396)] 2024-10-15 03:50:40,601 - Train: 76.93% [962400/1251000] [769.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000403] [CE 3.849 (4.210)] [KD 3.279 (3.342)] 2024-10-15 03:50:48,240 - Train: 76.93% [962450/1251000] [769.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000403] [CE 4.583 (4.287)] [KD 3.545 (3.416)] 2024-10-15 03:50:55,728 - Train: 76.94% [962500/1251000] [769.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000403] [CE 4.833 (4.280)] [KD 3.807 (3.416)] 2024-10-15 03:51:03,249 - Train: 76.94% [962550/1251000] [769.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000403] [CE 4.068 (4.230)] [KD 3.362 (3.377)] 2024-10-15 03:51:10,781 - Train: 76.95% [962600/1251000] [769.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000403] [CE 3.978 (4.171)] [KD 3.078 (3.302)] 2024-10-15 03:51:18,922 - Train: 76.95% [962650/1251000] [769.5/1000.0] [batch_t 0.148 (0.163)] [data_t 0.005] [optim_t 0.143] [lr 0.000403] [CE 4.197 (4.256)] [KD 3.132 (3.370)] 2024-10-15 03:51:26,527 - Train: 76.95% [962700/1251000] [769.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000402] [CE 4.084 (4.333)] [KD 3.276 (3.437)] 2024-10-15 03:51:34,028 - Train: 76.96% [962750/1251000] [769.6/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000402] [CE 4.940 (4.365)] [KD 3.880 (3.452)] 2024-10-15 03:51:41,562 - Train: 76.96% [962800/1251000] [769.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000402] [CE 4.675 (4.313)] [KD 3.641 (3.444)] 2024-10-15 03:51:49,171 - Train: 76.97% [962850/1251000] [769.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000402] [CE 4.579 (4.248)] [KD 3.438 (3.381)] 2024-10-15 03:51:56,914 - Train: 76.97% [962900/1251000] [769.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000402] [CE 4.025 (4.323)] [KD 3.081 (3.433)] 2024-10-15 03:52:04,675 - Train: 76.97% [962950/1251000] [769.7/1000.0] [batch_t 0.260 (0.155)] [data_t 0.004] [optim_t 0.256] [lr 0.000402] [CE 4.521 (4.265)] [KD 3.524 (3.401)] 2024-10-15 03:52:12,178 - Train: 76.98% [963000/1251000] [769.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000402] [CE 4.321 (4.209)] [KD 3.481 (3.363)] 2024-10-15 03:52:19,948 - Train: 76.98% [963050/1251000] [769.8/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000402] [CE 3.676 (4.301)] [KD 2.861 (3.408)] 2024-10-15 03:52:27,715 - Train: 76.99% [963100/1251000] [769.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000402] [CE 4.504 (4.260)] [KD 3.648 (3.369)] 2024-10-15 03:52:35,203 - Train: 76.99% [963150/1251000] [769.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000401] [CE 4.207 (4.293)] [KD 3.245 (3.393)] 2024-10-15 03:52:42,786 - Train: 76.99% [963200/1251000] [769.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000401] [CE 4.182 (4.281)] [KD 3.215 (3.445)] 2024-10-15 03:52:50,479 - Train: 77.00% [963250/1251000] [770.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000401] [CE 4.323 (4.297)] [KD 3.485 (3.458)] 2024-10-15 03:52:59,112 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37071] [top5_cnt 45977] [top_all 50000] 2024-10-15 03:52:59,112 - net: 74.142 (91.954) 2024-10-15 03:53:04,832 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38388] [top5_cnt 46570] [top_all 50000] 2024-10-15 03:53:04,833 - net_E: 76.776 (93.140) 2024-10-15 03:53:04,967 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.784 (epoch: 766)] 2024-10-15 03:53:04,967 - ==> Total time: 1 day, 13:50:48 Eta: 11:18:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:53:12,485 - Train: 77.00% [963300/1251000] [770.0/1000.0] [batch_t 0.158 (0.172)] [data_t 0.004] [optim_t 0.154] [lr 0.000401] [CE 4.271 (4.228)] [KD 3.446 (3.360)] 2024-10-15 03:53:20,037 - Train: 77.01% [963350/1251000] [770.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000401] [CE 4.678 (4.295)] [KD 3.592 (3.382)] 2024-10-15 03:53:27,733 - Train: 77.01% [963400/1251000] [770.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000401] [CE 4.067 (4.288)] [KD 3.437 (3.395)] 2024-10-15 03:53:35,535 - Train: 77.01% [963450/1251000] [770.1/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000401] [CE 4.566 (4.299)] [KD 3.609 (3.422)] 2024-10-15 03:53:43,309 - Train: 77.02% [963500/1251000] [770.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000401] [CE 4.540 (4.247)] [KD 3.416 (3.370)] 2024-10-15 03:53:50,988 - Train: 77.02% [963550/1251000] [770.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000400] [CE 4.369 (4.366)] [KD 3.386 (3.475)] 2024-10-15 03:53:58,745 - Train: 77.03% [963600/1251000] [770.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000400] [CE 3.850 (4.253)] [KD 3.112 (3.358)] 2024-10-15 03:54:06,375 - Train: 77.03% [963650/1251000] [770.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000400] [CE 4.137 (4.247)] [KD 3.547 (3.395)] 2024-10-15 03:54:14,145 - Train: 77.03% [963700/1251000] [770.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000400] [CE 4.487 (4.250)] [KD 3.557 (3.379)] 2024-10-15 03:54:21,755 - Train: 77.04% [963750/1251000] [770.4/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000400] [CE 3.958 (4.322)] [KD 3.519 (3.410)] 2024-10-15 03:54:29,558 - Train: 77.04% [963800/1251000] [770.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000400] [CE 3.913 (4.298)] [KD 3.362 (3.443)] 2024-10-15 03:54:37,136 - Train: 77.05% [963850/1251000] [770.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000400] [CE 4.232 (4.245)] [KD 3.111 (3.396)] 2024-10-15 03:54:45,067 - Train: 77.05% [963900/1251000] [770.5/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000400] [CE 4.057 (4.283)] [KD 3.197 (3.423)] 2024-10-15 03:54:52,636 - Train: 77.05% [963950/1251000] [770.5/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000399] [CE 4.328 (4.287)] [KD 3.511 (3.403)] 2024-10-15 03:55:00,577 - Train: 77.06% [964000/1251000] [770.6/1000.0] [batch_t 0.163 (0.159)] [data_t 0.004] [optim_t 0.158] [lr 0.000399] [CE 3.951 (4.278)] [KD 3.197 (3.397)] 2024-10-15 03:55:08,246 - Train: 77.06% [964050/1251000] [770.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000399] [CE 4.438 (4.248)] [KD 3.368 (3.362)] 2024-10-15 03:55:15,779 - Train: 77.07% [964100/1251000] [770.7/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000399] [CE 4.403 (4.305)] [KD 3.313 (3.424)] 2024-10-15 03:55:23,427 - Train: 77.07% [964150/1251000] [770.7/1000.0] [batch_t 0.261 (0.153)] [data_t 0.005] [optim_t 0.256] [lr 0.000399] [CE 4.375 (4.287)] [KD 3.470 (3.406)] 2024-10-15 03:55:31,084 - Train: 77.07% [964200/1251000] [770.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000399] [CE 4.742 (4.271)] [KD 3.573 (3.410)] 2024-10-15 03:55:38,863 - Train: 77.08% [964250/1251000] [770.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000399] [CE 4.465 (4.273)] [KD 3.477 (3.415)] 2024-10-15 03:55:46,866 - Train: 77.08% [964300/1251000] [770.8/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000399] [CE 4.535 (4.249)] [KD 3.503 (3.359)] 2024-10-15 03:55:54,638 - Train: 77.09% [964350/1251000] [770.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000398] [CE 4.144 (4.240)] [KD 3.159 (3.359)] 2024-10-15 03:56:02,196 - Train: 77.09% [964400/1251000] [770.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000398] [CE 4.052 (4.301)] [KD 3.219 (3.438)] 2024-10-15 03:56:09,940 - Train: 77.09% [964450/1251000] [770.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000398] [CE 4.003 (4.286)] [KD 3.293 (3.421)] 2024-10-15 03:56:17,509 - Train: 77.10% [964500/1251000] [771.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000398] [CE 4.825 (4.255)] [KD 3.466 (3.409)] 2024-10-15 03:56:26,199 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 36879] [top5_cnt 45858] [top_all 50000] 2024-10-15 03:56:26,200 - net: 73.758 (91.716) 2024-10-15 03:56:32,132 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38376] [top5_cnt 46557] [top_all 50000] 2024-10-15 03:56:32,132 - net_E: 76.752 (93.114) 2024-10-15 03:56:32,247 - Max [top1: 74.320 (epoch: 757)] [top1-ema: 76.784 (epoch: 766)] 2024-10-15 03:56:32,248 - ==> Total time: 1 day, 13:54:15 Eta: 11:15:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 03:56:38,920 - Train: 77.10% [964550/1251000] [771.0/1000.0] [batch_t 0.170 (0.174)] [data_t 0.003] [optim_t 0.168] [lr 0.000398] [CE 3.762 (4.276)] [KD 3.028 (3.361)] 2024-10-15 03:56:46,744 - Train: 77.11% [964600/1251000] [771.1/1000.0] [batch_t 0.302 (0.156)] [data_t 0.004] [optim_t 0.299] [lr 0.000398] [CE 4.792 (4.311)] [KD 3.879 (3.393)] 2024-10-15 03:56:54,489 - Train: 77.11% [964650/1251000] [771.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000398] [CE 4.506 (4.347)] [KD 3.756 (3.428)] 2024-10-15 03:57:02,140 - Train: 77.11% [964700/1251000] [771.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000398] [CE 4.434 (4.305)] [KD 3.452 (3.435)] 2024-10-15 03:57:09,987 - Train: 77.12% [964750/1251000] [771.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000397] [CE 4.193 (4.294)] [KD 3.489 (3.409)] 2024-10-15 03:57:17,595 - Train: 77.12% [964800/1251000] [771.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000397] [CE 4.495 (4.316)] [KD 3.575 (3.424)] 2024-10-15 03:57:25,170 - Train: 77.13% [964850/1251000] [771.3/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000397] [CE 4.273 (4.290)] [KD 3.260 (3.414)] 2024-10-15 03:57:32,763 - Train: 77.13% [964900/1251000] [771.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000397] [CE 4.547 (4.249)] [KD 3.471 (3.365)] 2024-10-15 03:57:40,577 - Train: 77.13% [964950/1251000] [771.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000397] [CE 4.480 (4.221)] [KD 3.403 (3.350)] 2024-10-15 03:57:48,451 - Train: 77.14% [965000/1251000] [771.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000397] [CE 4.355 (4.286)] [KD 3.394 (3.405)] 2024-10-15 03:57:56,495 - Train: 77.14% [965050/1251000] [771.4/1000.0] [batch_t 0.154 (0.161)] [data_t 0.003] [optim_t 0.151] [lr 0.000397] [CE 4.209 (4.316)] [KD 3.369 (3.424)] 2024-10-15 03:58:04,164 - Train: 77.15% [965100/1251000] [771.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000397] [CE 4.239 (4.259)] [KD 3.351 (3.380)] 2024-10-15 03:58:12,046 - Train: 77.15% [965150/1251000] [771.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.002] [optim_t 0.149] [lr 0.000396] [CE 4.072 (4.275)] [KD 3.331 (3.375)] 2024-10-15 03:58:19,698 - Train: 77.15% [965200/1251000] [771.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000396] [CE 4.223 (4.325)] [KD 3.431 (3.411)] 2024-10-15 03:58:27,479 - Train: 77.16% [965250/1251000] [771.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000396] [CE 4.318 (4.226)] [KD 3.564 (3.360)] 2024-10-15 03:58:35,107 - Train: 77.16% [965300/1251000] [771.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000396] [CE 4.389 (4.299)] [KD 3.539 (3.442)] 2024-10-15 03:58:42,982 - Train: 77.17% [965350/1251000] [771.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000396] [CE 3.872 (4.227)] [KD 3.179 (3.381)] 2024-10-15 03:58:50,779 - Train: 77.17% [965400/1251000] [771.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000396] [CE 4.371 (4.269)] [KD 3.386 (3.397)] 2024-10-15 03:58:58,836 - Train: 77.17% [965450/1251000] [771.7/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000396] [CE 3.929 (4.225)] [KD 3.299 (3.409)] 2024-10-15 03:59:06,630 - Train: 77.18% [965500/1251000] [771.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000396] [CE 4.455 (4.256)] [KD 3.427 (3.383)] 2024-10-15 03:59:14,423 - Train: 77.18% [965550/1251000] [771.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000395] [CE 4.227 (4.295)] [KD 3.391 (3.412)] 2024-10-15 03:59:22,050 - Train: 77.19% [965600/1251000] [771.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000395] [CE 3.594 (4.226)] [KD 3.093 (3.344)] 2024-10-15 03:59:29,614 - Train: 77.19% [965650/1251000] [771.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000395] [CE 4.022 (4.305)] [KD 3.213 (3.419)] 2024-10-15 03:59:37,312 - Train: 77.19% [965700/1251000] [771.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000395] [CE 3.936 (4.258)] [KD 3.405 (3.417)] 2024-10-15 03:59:45,041 - Train: 77.20% [965750/1251000] [772.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000395] [CE 4.169 (4.333)] [KD 3.518 (3.426)] 2024-10-15 03:59:53,862 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37263] [top5_cnt 46062] [top_all 50000] 2024-10-15 03:59:53,862 - net: 74.526 (92.124) 2024-10-15 03:59:59,721 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38403] [top5_cnt 46551] [top_all 50000] 2024-10-15 03:59:59,721 - net_E: 76.806 (93.102) 2024-10-15 03:59:59,863 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.806 (epoch: 772)] 2024-10-15 03:59:59,863 - ==> Total time: 1 day, 13:57:43 Eta: 11:12:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:00:13,998 - Train: 77.20% [965800/1251000] [772.0/1000.0] [batch_t 0.151 (0.176)] [data_t 0.003] [optim_t 0.148] [lr 0.000395] [CE 4.420 (4.262)] [KD 3.394 (3.351)] 2024-10-15 04:00:21,982 - Train: 77.21% [965850/1251000] [772.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000395] [CE 3.968 (4.216)] [KD 3.073 (3.345)] 2024-10-15 04:00:29,556 - Train: 77.21% [965900/1251000] [772.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000395] [CE 3.949 (4.352)] [KD 3.278 (3.442)] 2024-10-15 04:00:37,260 - Train: 77.21% [965950/1251000] [772.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000395] [CE 4.433 (4.314)] [KD 3.455 (3.380)] 2024-10-15 04:00:44,830 - Train: 77.22% [966000/1251000] [772.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000394] [CE 4.236 (4.335)] [KD 3.228 (3.394)] 2024-10-15 04:00:52,416 - Train: 77.22% [966050/1251000] [772.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000394] [CE 4.435 (4.234)] [KD 3.393 (3.366)] 2024-10-15 04:01:00,367 - Train: 77.23% [966100/1251000] [772.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000394] [CE 4.596 (4.309)] [KD 3.554 (3.392)] 2024-10-15 04:01:08,193 - Train: 77.23% [966150/1251000] [772.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000394] [CE 4.585 (4.292)] [KD 3.625 (3.406)] 2024-10-15 04:01:15,793 - Train: 77.23% [966200/1251000] [772.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000394] [CE 4.253 (4.330)] [KD 3.314 (3.413)] 2024-10-15 04:01:23,621 - Train: 77.24% [966250/1251000] [772.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000394] [CE 4.543 (4.316)] [KD 3.423 (3.428)] 2024-10-15 04:01:31,217 - Train: 77.24% [966300/1251000] [772.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000394] [CE 4.672 (4.282)] [KD 3.738 (3.398)] 2024-10-15 04:01:38,889 - Train: 77.25% [966350/1251000] [772.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000394] [CE 4.403 (4.296)] [KD 3.437 (3.425)] 2024-10-15 04:01:46,554 - Train: 77.25% [966400/1251000] [772.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000393] [CE 4.606 (4.320)] [KD 3.592 (3.413)] 2024-10-15 04:01:54,215 - Train: 77.25% [966450/1251000] [772.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000393] [CE 4.378 (4.261)] [KD 3.463 (3.381)] 2024-10-15 04:02:01,773 - Train: 77.26% [966500/1251000] [772.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000393] [CE 4.090 (4.317)] [KD 3.140 (3.397)] 2024-10-15 04:02:09,664 - Train: 77.26% [966550/1251000] [772.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000393] [CE 3.773 (4.228)] [KD 3.028 (3.346)] 2024-10-15 04:02:17,449 - Train: 77.27% [966600/1251000] [772.7/1000.0] [batch_t 0.163 (0.156)] [data_t 0.003] [optim_t 0.159] [lr 0.000393] [CE 4.197 (4.267)] [KD 3.412 (3.343)] 2024-10-15 04:02:25,538 - Train: 77.27% [966650/1251000] [772.7/1000.0] [batch_t 0.252 (0.162)] [data_t 0.004] [optim_t 0.248] [lr 0.000393] [CE 4.522 (4.279)] [KD 3.547 (3.393)] 2024-10-15 04:02:33,091 - Train: 77.27% [966700/1251000] [772.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000393] [CE 3.586 (4.264)] [KD 3.096 (3.402)] 2024-10-15 04:02:40,674 - Train: 77.28% [966750/1251000] [772.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000393] [CE 4.887 (4.289)] [KD 3.499 (3.391)] 2024-10-15 04:02:48,461 - Train: 77.28% [966800/1251000] [772.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000392] [CE 4.293 (4.292)] [KD 3.458 (3.374)] 2024-10-15 04:02:56,014 - Train: 77.29% [966850/1251000] [772.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000392] [CE 4.304 (4.319)] [KD 3.441 (3.394)] 2024-10-15 04:03:03,617 - Train: 77.29% [966900/1251000] [772.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000392] [CE 4.494 (4.248)] [KD 3.532 (3.367)] 2024-10-15 04:03:11,702 - Train: 77.29% [966950/1251000] [772.9/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.000392] [CE 4.825 (4.300)] [KD 3.675 (3.422)] 2024-10-15 04:03:19,249 - Train: 77.30% [967000/1251000] [773.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000392] [CE 3.938 (4.294)] [KD 3.069 (3.412)] 2024-10-15 04:03:28,248 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37084] [top5_cnt 45971] [top_all 50000] 2024-10-15 04:03:28,248 - net: 74.168 (91.942) 2024-10-15 04:03:33,964 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38422] [top5_cnt 46538] [top_all 50000] 2024-10-15 04:03:33,965 - net_E: 76.844 (93.076) 2024-10-15 04:03:34,099 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.844 (epoch: 773)] 2024-10-15 04:03:34,100 - ==> Total time: 1 day, 14:01:17 Eta: 11:09:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:03:44,016 - Train: 77.30% [967050/1251000] [773.0/1000.0] [batch_t 0.151 (0.170)] [data_t 0.005] [optim_t 0.146] [lr 0.000392] [CE 3.497 (4.265)] [KD 3.128 (3.321)] 2024-10-15 04:03:51,716 - Train: 77.31% [967100/1251000] [773.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000392] [CE 4.618 (4.295)] [KD 3.482 (3.424)] 2024-10-15 04:03:59,303 - Train: 77.31% [967150/1251000] [773.1/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.000392] [CE 4.393 (4.316)] [KD 3.435 (3.384)] 2024-10-15 04:04:07,177 - Train: 77.31% [967200/1251000] [773.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000391] [CE 3.873 (4.252)] [KD 3.218 (3.345)] 2024-10-15 04:04:14,876 - Train: 77.32% [967250/1251000] [773.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000391] [CE 4.770 (4.259)] [KD 3.627 (3.367)] 2024-10-15 04:04:22,569 - Train: 77.32% [967300/1251000] [773.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000391] [CE 3.964 (4.329)] [KD 3.311 (3.378)] 2024-10-15 04:04:30,352 - Train: 77.33% [967350/1251000] [773.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000391] [CE 3.809 (4.253)] [KD 2.963 (3.367)] 2024-10-15 04:04:38,008 - Train: 77.33% [967400/1251000] [773.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000391] [CE 4.380 (4.326)] [KD 3.708 (3.424)] 2024-10-15 04:04:45,561 - Train: 77.33% [967450/1251000] [773.3/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000391] [CE 4.309 (4.259)] [KD 3.458 (3.352)] 2024-10-15 04:04:53,282 - Train: 77.34% [967500/1251000] [773.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000391] [CE 4.023 (4.231)] [KD 3.235 (3.354)] 2024-10-15 04:05:00,941 - Train: 77.34% [967550/1251000] [773.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000391] [CE 3.983 (4.315)] [KD 3.220 (3.385)] 2024-10-15 04:05:08,580 - Train: 77.35% [967600/1251000] [773.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000390] [CE 3.695 (4.281)] [KD 3.118 (3.395)] 2024-10-15 04:05:16,438 - Train: 77.35% [967650/1251000] [773.5/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000390] [CE 4.182 (4.246)] [KD 3.316 (3.383)] 2024-10-15 04:05:24,114 - Train: 77.35% [967700/1251000] [773.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000390] [CE 3.776 (4.279)] [KD 3.314 (3.413)] 2024-10-15 04:05:31,800 - Train: 77.36% [967750/1251000] [773.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000390] [CE 4.636 (4.223)] [KD 3.571 (3.339)] 2024-10-15 04:05:39,523 - Train: 77.36% [967800/1251000] [773.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000390] [CE 4.131 (4.209)] [KD 3.213 (3.340)] 2024-10-15 04:05:47,125 - Train: 77.37% [967850/1251000] [773.7/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000390] [CE 4.320 (4.282)] [KD 3.353 (3.399)] 2024-10-15 04:05:54,934 - Train: 77.37% [967900/1251000] [773.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000390] [CE 3.464 (4.243)] [KD 3.032 (3.362)] 2024-10-15 04:06:02,616 - Train: 77.37% [967950/1251000] [773.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000390] [CE 4.026 (4.272)] [KD 3.234 (3.367)] 2024-10-15 04:06:10,200 - Train: 77.38% [968000/1251000] [773.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000390] [CE 4.374 (4.316)] [KD 3.608 (3.424)] 2024-10-15 04:06:18,031 - Train: 77.38% [968050/1251000] [773.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000389] [CE 3.752 (4.303)] [KD 3.183 (3.382)] 2024-10-15 04:06:25,566 - Train: 77.39% [968100/1251000] [773.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000389] [CE 4.008 (4.237)] [KD 3.237 (3.353)] 2024-10-15 04:06:33,193 - Train: 77.39% [968150/1251000] [773.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000389] [CE 4.189 (4.278)] [KD 3.200 (3.367)] 2024-10-15 04:06:41,086 - Train: 77.39% [968200/1251000] [773.9/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000389] [CE 4.282 (4.352)] [KD 3.408 (3.430)] 2024-10-15 04:06:48,831 - Train: 77.40% [968250/1251000] [774.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000389] [CE 4.785 (4.282)] [KD 3.594 (3.382)] 2024-10-15 04:06:58,089 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37033] [top5_cnt 45785] [top_all 50000] 2024-10-15 04:06:58,089 - net: 74.066 (91.570) 2024-10-15 04:07:03,909 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38415] [top5_cnt 46573] [top_all 50000] 2024-10-15 04:07:03,910 - net_E: 76.830 (93.146) 2024-10-15 04:07:04,029 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.844 (epoch: 773)] 2024-10-15 04:07:04,029 - ==> Total time: 1 day, 14:04:47 Eta: 11:07:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:07:12,051 - Train: 77.40% [968300/1251000] [774.0/1000.0] [batch_t 0.157 (0.175)] [data_t 0.005] [optim_t 0.153] [lr 0.000389] [CE 3.675 (4.268)] [KD 3.004 (3.355)] 2024-10-15 04:07:19,593 - Train: 77.41% [968350/1251000] [774.1/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.156] [lr 0.000389] [CE 4.209 (4.348)] [KD 3.120 (3.397)] 2024-10-15 04:07:27,166 - Train: 77.41% [968400/1251000] [774.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000389] [CE 4.357 (4.292)] [KD 3.234 (3.379)] 2024-10-15 04:07:34,974 - Train: 77.41% [968450/1251000] [774.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000388] [CE 4.294 (4.271)] [KD 3.255 (3.365)] 2024-10-15 04:07:42,766 - Train: 77.42% [968500/1251000] [774.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000388] [CE 4.534 (4.274)] [KD 3.590 (3.381)] 2024-10-15 04:07:50,408 - Train: 77.42% [968550/1251000] [774.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000388] [CE 4.653 (4.308)] [KD 3.460 (3.381)] 2024-10-15 04:07:58,239 - Train: 77.43% [968600/1251000] [774.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000388] [CE 4.085 (4.341)] [KD 3.186 (3.418)] 2024-10-15 04:08:06,190 - Train: 77.43% [968650/1251000] [774.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000388] [CE 3.954 (4.266)] [KD 3.248 (3.386)] 2024-10-15 04:08:13,964 - Train: 77.43% [968700/1251000] [774.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000388] [CE 3.738 (4.311)] [KD 2.947 (3.411)] 2024-10-15 04:08:21,676 - Train: 77.44% [968750/1251000] [774.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000388] [CE 4.175 (4.302)] [KD 3.090 (3.413)] 2024-10-15 04:08:29,412 - Train: 77.44% [968800/1251000] [774.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000388] [CE 4.418 (4.272)] [KD 3.433 (3.408)] 2024-10-15 04:08:37,144 - Train: 77.45% [968850/1251000] [774.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000387] [CE 4.372 (4.323)] [KD 3.553 (3.429)] 2024-10-15 04:08:44,865 - Train: 77.45% [968900/1251000] [774.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000387] [CE 3.990 (4.214)] [KD 3.301 (3.373)] 2024-10-15 04:08:52,564 - Train: 77.45% [968950/1251000] [774.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000387] [CE 4.123 (4.288)] [KD 3.219 (3.378)] 2024-10-15 04:09:00,197 - Train: 77.46% [969000/1251000] [774.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000387] [CE 4.221 (4.225)] [KD 3.273 (3.343)] 2024-10-15 04:09:07,995 - Train: 77.46% [969050/1251000] [774.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000387] [CE 4.202 (4.223)] [KD 3.436 (3.352)] 2024-10-15 04:09:15,806 - Train: 77.47% [969100/1251000] [774.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000387] [CE 3.968 (4.176)] [KD 3.384 (3.347)] 2024-10-15 04:09:23,532 - Train: 77.47% [969150/1251000] [774.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000387] [CE 3.786 (4.275)] [KD 3.302 (3.380)] 2024-10-15 04:09:31,272 - Train: 77.47% [969200/1251000] [774.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000387] [CE 4.347 (4.255)] [KD 3.392 (3.383)] 2024-10-15 04:09:38,895 - Train: 77.48% [969250/1251000] [774.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000386] [CE 4.503 (4.227)] [KD 3.431 (3.372)] 2024-10-15 04:09:46,573 - Train: 77.48% [969300/1251000] [774.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000386] [CE 4.417 (4.275)] [KD 3.346 (3.386)] 2024-10-15 04:09:54,239 - Train: 77.49% [969350/1251000] [774.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000386] [CE 3.980 (4.321)] [KD 3.247 (3.386)] 2024-10-15 04:10:01,866 - Train: 77.49% [969400/1251000] [774.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000386] [CE 4.518 (4.270)] [KD 3.610 (3.370)] 2024-10-15 04:10:09,909 - Train: 77.49% [969450/1251000] [774.9/1000.0] [batch_t 0.148 (0.161)] [data_t 0.003] [optim_t 0.145] [lr 0.000386] [CE 4.022 (4.210)] [KD 3.225 (3.352)] 2024-10-15 04:10:17,756 - Train: 77.50% [969500/1251000] [775.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000386] [CE 4.134 (4.316)] [KD 3.319 (3.426)] 2024-10-15 04:10:27,333 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37163] [top5_cnt 46006] [top_all 50000] 2024-10-15 04:10:27,333 - net: 74.326 (92.012) 2024-10-15 04:10:33,200 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38442] [top5_cnt 46571] [top_all 50000] 2024-10-15 04:10:33,200 - net_E: 76.884 (93.142) 2024-10-15 04:10:33,319 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.884 (epoch: 775)] 2024-10-15 04:10:33,319 - ==> Total time: 1 day, 14:08:16 Eta: 11:04:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:10:46,146 - Train: 77.50% [969550/1251000] [775.0/1000.0] [batch_t 0.154 (0.165)] [data_t 0.003] [optim_t 0.152] [lr 0.000386] [CE 4.387 (4.207)] [KD 3.582 (3.364)] 2024-10-15 04:10:53,959 - Train: 77.51% [969600/1251000] [775.1/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000386] [CE 4.045 (4.238)] [KD 3.142 (3.332)] 2024-10-15 04:11:01,737 - Train: 77.51% [969650/1251000] [775.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000385] [CE 4.145 (4.235)] [KD 3.328 (3.311)] 2024-10-15 04:11:09,419 - Train: 77.51% [969700/1251000] [775.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000385] [CE 4.708 (4.203)] [KD 3.521 (3.312)] 2024-10-15 04:11:17,188 - Train: 77.52% [969750/1251000] [775.2/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000385] [CE 4.150 (4.292)] [KD 3.395 (3.396)] 2024-10-15 04:11:25,013 - Train: 77.52% [969800/1251000] [775.2/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000385] [CE 4.093 (4.287)] [KD 3.302 (3.366)] 2024-10-15 04:11:32,595 - Train: 77.53% [969850/1251000] [775.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000385] [CE 4.432 (4.278)] [KD 3.395 (3.377)] 2024-10-15 04:11:40,570 - Train: 77.53% [969900/1251000] [775.3/1000.0] [batch_t 0.146 (0.159)] [data_t 0.004] [optim_t 0.142] [lr 0.000385] [CE 4.362 (4.265)] [KD 3.437 (3.364)] 2024-10-15 04:11:48,242 - Train: 77.53% [969950/1251000] [775.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000385] [CE 4.165 (4.271)] [KD 3.381 (3.369)] 2024-10-15 04:11:55,868 - Train: 77.54% [970000/1251000] [775.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000385] [CE 4.547 (4.256)] [KD 3.514 (3.378)] 2024-10-15 04:12:03,721 - Train: 77.54% [970050/1251000] [775.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000385] [CE 4.097 (4.167)] [KD 3.468 (3.340)] 2024-10-15 04:12:11,375 - Train: 77.55% [970100/1251000] [775.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000384] [CE 4.249 (4.292)] [KD 3.441 (3.364)] 2024-10-15 04:12:19,112 - Train: 77.55% [970150/1251000] [775.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000384] [CE 4.133 (4.304)] [KD 3.221 (3.396)] 2024-10-15 04:12:26,845 - Train: 77.55% [970200/1251000] [775.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000384] [CE 4.201 (4.290)] [KD 3.311 (3.354)] 2024-10-15 04:12:34,560 - Train: 77.56% [970250/1251000] [775.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000384] [CE 4.344 (4.290)] [KD 3.235 (3.385)] 2024-10-15 04:12:42,502 - Train: 77.56% [970300/1251000] [775.6/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000384] [CE 4.538 (4.292)] [KD 3.351 (3.360)] 2024-10-15 04:12:50,384 - Train: 77.57% [970350/1251000] [775.7/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000384] [CE 4.864 (4.340)] [KD 3.690 (3.411)] 2024-10-15 04:12:58,171 - Train: 77.57% [970400/1251000] [775.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000384] [CE 4.881 (4.274)] [KD 4.073 (3.363)] 2024-10-15 04:13:06,075 - Train: 77.57% [970450/1251000] [775.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000384] [CE 4.672 (4.331)] [KD 3.536 (3.393)] 2024-10-15 04:13:13,835 - Train: 77.58% [970500/1251000] [775.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000383] [CE 3.835 (4.328)] [KD 3.116 (3.399)] 2024-10-15 04:13:21,439 - Train: 77.58% [970550/1251000] [775.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000383] [CE 4.048 (4.238)] [KD 3.225 (3.355)] 2024-10-15 04:13:29,141 - Train: 77.59% [970600/1251000] [775.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000383] [CE 4.373 (4.354)] [KD 3.475 (3.437)] 2024-10-15 04:13:36,788 - Train: 77.59% [970650/1251000] [775.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000383] [CE 4.595 (4.242)] [KD 3.478 (3.340)] 2024-10-15 04:13:44,605 - Train: 77.59% [970700/1251000] [775.9/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000383] [CE 4.468 (4.263)] [KD 3.464 (3.377)] 2024-10-15 04:13:52,577 - Train: 77.60% [970750/1251000] [776.0/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000383] [CE 4.438 (4.250)] [KD 3.530 (3.360)] 2024-10-15 04:14:02,266 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37206] [top5_cnt 45933] [top_all 50000] 2024-10-15 04:14:02,267 - net: 74.412 (91.866) 2024-10-15 04:14:08,248 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38441] [top5_cnt 46564] [top_all 50000] 2024-10-15 04:14:08,248 - net_E: 76.882 (93.128) 2024-10-15 04:14:08,374 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.884 (epoch: 775)] 2024-10-15 04:14:08,375 - ==> Total time: 1 day, 14:11:51 Eta: 11:01:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:14:14,288 - Train: 77.60% [970800/1251000] [776.0/1000.0] [batch_t 0.152 (0.171)] [data_t 0.003] [optim_t 0.149] [lr 0.000383] [CE 4.105 (4.232)] [KD 3.213 (3.268)] 2024-10-15 04:14:21,973 - Train: 77.61% [970850/1251000] [776.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000383] [CE 4.073 (4.344)] [KD 3.456 (3.422)] 2024-10-15 04:14:29,758 - Train: 77.61% [970900/1251000] [776.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000382] [CE 4.104 (4.291)] [KD 3.275 (3.369)] 2024-10-15 04:14:37,282 - Train: 77.61% [970950/1251000] [776.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.002] [optim_t 0.146] [lr 0.000382] [CE 4.601 (4.290)] [KD 3.307 (3.349)] 2024-10-15 04:14:44,831 - Train: 77.62% [971000/1251000] [776.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000382] [CE 3.969 (4.266)] [KD 3.074 (3.345)] 2024-10-15 04:14:52,722 - Train: 77.62% [971050/1251000] [776.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000382] [CE 4.448 (4.253)] [KD 3.397 (3.394)] 2024-10-15 04:15:00,342 - Train: 77.63% [971100/1251000] [776.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000382] [CE 4.394 (4.373)] [KD 3.457 (3.400)] 2024-10-15 04:15:08,528 - Train: 77.63% [971150/1251000] [776.3/1000.0] [batch_t 0.150 (0.164)] [data_t 0.004] [optim_t 0.146] [lr 0.000382] [CE 3.699 (4.307)] [KD 3.293 (3.354)] 2024-10-15 04:15:16,207 - Train: 77.63% [971200/1251000] [776.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000382] [CE 4.084 (4.223)] [KD 3.254 (3.350)] 2024-10-15 04:15:23,789 - Train: 77.64% [971250/1251000] [776.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000382] [CE 4.547 (4.214)] [KD 3.241 (3.293)] 2024-10-15 04:15:31,437 - Train: 77.64% [971300/1251000] [776.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000382] [CE 4.345 (4.231)] [KD 3.387 (3.340)] 2024-10-15 04:15:39,121 - Train: 77.65% [971350/1251000] [776.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000381] [CE 4.721 (4.230)] [KD 3.576 (3.351)] 2024-10-15 04:15:46,901 - Train: 77.65% [971400/1251000] [776.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000381] [CE 4.616 (4.291)] [KD 3.528 (3.379)] 2024-10-15 04:15:54,469 - Train: 77.65% [971450/1251000] [776.5/1000.0] [batch_t 0.161 (0.151)] [data_t 0.003] [optim_t 0.158] [lr 0.000381] [CE 4.508 (4.361)] [KD 3.498 (3.416)] 2024-10-15 04:16:02,280 - Train: 77.66% [971500/1251000] [776.6/1000.0] [batch_t 0.160 (0.156)] [data_t 0.004] [optim_t 0.156] [lr 0.000381] [CE 4.164 (4.301)] [KD 3.177 (3.355)] 2024-10-15 04:16:09,891 - Train: 77.66% [971550/1251000] [776.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000381] [CE 4.452 (4.261)] [KD 3.333 (3.360)] 2024-10-15 04:16:17,946 - Train: 77.67% [971600/1251000] [776.7/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000381] [CE 4.058 (4.369)] [KD 3.326 (3.380)] 2024-10-15 04:16:25,564 - Train: 77.67% [971650/1251000] [776.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000381] [CE 4.197 (4.297)] [KD 3.458 (3.357)] 2024-10-15 04:16:33,624 - Train: 77.67% [971700/1251000] [776.7/1000.0] [batch_t 0.158 (0.161)] [data_t 0.003] [optim_t 0.154] [lr 0.000381] [CE 4.449 (4.264)] [KD 3.459 (3.383)] 2024-10-15 04:16:41,357 - Train: 77.68% [971750/1251000] [776.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000380] [CE 4.153 (4.295)] [KD 3.422 (3.372)] 2024-10-15 04:16:48,934 - Train: 77.68% [971800/1251000] [776.8/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000380] [CE 4.083 (4.275)] [KD 2.988 (3.321)] 2024-10-15 04:16:56,482 - Train: 77.69% [971850/1251000] [776.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000380] [CE 4.747 (4.335)] [KD 3.526 (3.424)] 2024-10-15 04:17:04,336 - Train: 77.69% [971900/1251000] [776.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000380] [CE 4.075 (4.299)] [KD 3.317 (3.375)] 2024-10-15 04:17:11,881 - Train: 77.69% [971950/1251000] [776.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000380] [CE 4.600 (4.271)] [KD 3.543 (3.384)] 2024-10-15 04:17:19,752 - Train: 77.70% [972000/1251000] [777.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000380] [CE 4.335 (4.301)] [KD 3.591 (3.374)] 2024-10-15 04:17:29,544 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 37103] [top5_cnt 45895] [top_all 50000] 2024-10-15 04:17:29,544 - net: 74.206 (91.790) 2024-10-15 04:17:35,359 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38451] [top5_cnt 46576] [top_all 50000] 2024-10-15 04:17:35,359 - net_E: 76.902 (93.152) 2024-10-15 04:17:35,487 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.902 (epoch: 777)] 2024-10-15 04:17:35,488 - ==> Total time: 1 day, 14:15:18 Eta: 10:58:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:17:46,083 - Train: 77.70% [972050/1251000] [777.0/1000.0] [batch_t 0.149 (0.181)] [data_t 0.003] [optim_t 0.145] [lr 0.000380] [CE 4.165 (4.368)] [KD 3.316 (3.385)] 2024-10-15 04:17:53,955 - Train: 77.71% [972100/1251000] [777.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000380] [CE 4.420 (4.211)] [KD 3.422 (3.331)] 2024-10-15 04:18:01,579 - Train: 77.71% [972150/1251000] [777.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000379] [CE 4.097 (4.244)] [KD 3.232 (3.361)] 2024-10-15 04:18:09,374 - Train: 77.71% [972200/1251000] [777.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000379] [CE 4.250 (4.225)] [KD 3.375 (3.358)] 2024-10-15 04:18:17,132 - Train: 77.72% [972250/1251000] [777.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000379] [CE 4.204 (4.340)] [KD 3.304 (3.415)] 2024-10-15 04:18:24,704 - Train: 77.72% [972300/1251000] [777.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000379] [CE 3.827 (4.290)] [KD 3.144 (3.370)] 2024-10-15 04:18:32,520 - Train: 77.73% [972350/1251000] [777.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000379] [CE 4.636 (4.252)] [KD 3.391 (3.346)] 2024-10-15 04:18:40,191 - Train: 77.73% [972400/1251000] [777.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000379] [CE 4.412 (4.235)] [KD 3.531 (3.331)] 2024-10-15 04:18:47,881 - Train: 77.73% [972450/1251000] [777.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000379] [CE 3.930 (4.301)] [KD 3.023 (3.371)] 2024-10-15 04:18:55,601 - Train: 77.74% [972500/1251000] [777.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000379] [CE 3.625 (4.177)] [KD 3.145 (3.306)] 2024-10-15 04:19:03,388 - Train: 77.74% [972550/1251000] [777.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000379] [CE 4.114 (4.230)] [KD 3.213 (3.326)] 2024-10-15 04:19:10,942 - Train: 77.75% [972600/1251000] [777.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000378] [CE 4.304 (4.337)] [KD 3.341 (3.411)] 2024-10-15 04:19:18,697 - Train: 77.75% [972650/1251000] [777.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000378] [CE 4.771 (4.199)] [KD 3.616 (3.357)] 2024-10-15 04:19:26,349 - Train: 77.75% [972700/1251000] [777.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000378] [CE 4.048 (4.285)] [KD 3.177 (3.389)] 2024-10-15 04:19:33,955 - Train: 77.76% [972750/1251000] [777.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000378] [CE 3.897 (4.291)] [KD 3.303 (3.329)] 2024-10-15 04:19:41,825 - Train: 77.76% [972800/1251000] [777.6/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.153] [lr 0.000378] [CE 3.871 (4.268)] [KD 3.243 (3.339)] 2024-10-15 04:19:49,574 - Train: 77.77% [972850/1251000] [777.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000378] [CE 3.989 (4.309)] [KD 3.270 (3.373)] 2024-10-15 04:19:57,339 - Train: 77.77% [972900/1251000] [777.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000378] [CE 4.003 (4.282)] [KD 3.206 (3.383)] 2024-10-15 04:20:05,060 - Train: 77.77% [972950/1251000] [777.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000378] [CE 4.385 (4.306)] [KD 3.459 (3.411)] 2024-10-15 04:20:12,724 - Train: 77.78% [973000/1251000] [777.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000377] [CE 4.086 (4.256)] [KD 3.188 (3.358)] 2024-10-15 04:20:20,530 - Train: 77.78% [973050/1251000] [777.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000377] [CE 4.435 (4.334)] [KD 3.439 (3.397)] 2024-10-15 04:20:28,263 - Train: 77.79% [973100/1251000] [777.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000377] [CE 3.862 (4.349)] [KD 3.268 (3.426)] 2024-10-15 04:20:35,887 - Train: 77.79% [973150/1251000] [777.9/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000377] [CE 4.164 (4.339)] [KD 3.205 (3.420)] 2024-10-15 04:20:43,724 - Train: 77.79% [973200/1251000] [777.9/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.000377] [CE 4.058 (4.264)] [KD 3.174 (3.387)] 2024-10-15 04:20:51,386 - Train: 77.80% [973250/1251000] [778.0/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000377] [CE 3.849 (4.262)] [KD 3.078 (3.371)] 2024-10-15 04:21:01,538 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37236] [top5_cnt 46036] [top_all 50000] 2024-10-15 04:21:01,538 - net: 74.472 (92.072) 2024-10-15 04:21:07,406 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38461] [top5_cnt 46583] [top_all 50000] 2024-10-15 04:21:07,407 - net_E: 76.922 (93.166) 2024-10-15 04:21:07,543 - Max [top1: 74.526 (epoch: 772)] [top1-ema: 76.922 (epoch: 778)] 2024-10-15 04:21:07,544 - ==> Total time: 1 day, 14:18:50 Eta: 10:55:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:21:16,832 - Train: 77.80% [973300/1251000] [778.0/1000.0] [batch_t 0.151 (0.175)] [data_t 0.003] [optim_t 0.148] [lr 0.000377] [CE 3.586 (4.175)] [KD 3.030 (3.291)] 2024-10-15 04:21:24,526 - Train: 77.81% [973350/1251000] [778.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000377] [CE 4.110 (4.240)] [KD 3.261 (3.309)] 2024-10-15 04:21:32,284 - Train: 77.81% [973400/1251000] [778.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000376] [CE 4.113 (4.252)] [KD 3.208 (3.340)] 2024-10-15 04:21:40,015 - Train: 77.81% [973450/1251000] [778.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000376] [CE 4.680 (4.317)] [KD 3.413 (3.369)] 2024-10-15 04:21:47,593 - Train: 77.82% [973500/1251000] [778.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000376] [CE 4.257 (4.272)] [KD 3.152 (3.378)] 2024-10-15 04:21:55,433 - Train: 77.82% [973550/1251000] [778.2/1000.0] [batch_t 0.272 (0.157)] [data_t 0.005] [optim_t 0.268] [lr 0.000376] [CE 4.063 (4.287)] [KD 3.247 (3.321)] 2024-10-15 04:22:03,080 - Train: 77.83% [973600/1251000] [778.3/1000.0] [batch_t 0.162 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000376] [CE 4.298 (4.290)] [KD 3.573 (3.364)] 2024-10-15 04:22:10,788 - Train: 77.83% [973650/1251000] [778.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000376] [CE 4.361 (4.217)] [KD 3.431 (3.305)] 2024-10-15 04:22:18,733 - Train: 77.83% [973700/1251000] [778.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000376] [CE 4.589 (4.226)] [KD 3.625 (3.339)] 2024-10-15 04:22:26,275 - Train: 77.84% [973750/1251000] [778.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000376] [CE 4.297 (4.228)] [KD 3.284 (3.313)] 2024-10-15 04:22:34,036 - Train: 77.84% [973800/1251000] [778.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000376] [CE 4.627 (4.297)] [KD 3.596 (3.365)] 2024-10-15 04:22:41,587 - Train: 77.85% [973850/1251000] [778.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000375] [CE 4.605 (4.291)] [KD 3.431 (3.371)] 2024-10-15 04:22:49,373 - Train: 77.85% [973900/1251000] [778.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000375] [CE 3.772 (4.260)] [KD 3.047 (3.319)] 2024-10-15 04:22:56,885 - Train: 77.85% [973950/1251000] [778.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000375] [CE 4.236 (4.305)] [KD 3.350 (3.394)] 2024-10-15 04:23:04,594 - Train: 77.86% [974000/1251000] [778.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000375] [CE 4.496 (4.309)] [KD 3.688 (3.388)] 2024-10-15 04:23:12,302 - Train: 77.86% [974050/1251000] [778.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000375] [CE 4.555 (4.254)] [KD 3.458 (3.351)] 2024-10-15 04:23:20,081 - Train: 77.87% [974100/1251000] [778.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000375] [CE 4.672 (4.313)] [KD 3.533 (3.378)] 2024-10-15 04:23:27,744 - Train: 77.87% [974150/1251000] [778.7/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.000375] [CE 4.000 (4.207)] [KD 3.263 (3.353)] 2024-10-15 04:23:35,484 - Train: 77.87% [974200/1251000] [778.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000375] [CE 4.485 (4.268)] [KD 3.367 (3.323)] 2024-10-15 04:23:43,042 - Train: 77.88% [974250/1251000] [778.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000374] [CE 4.695 (4.273)] [KD 3.419 (3.363)] 2024-10-15 04:23:50,804 - Train: 77.88% [974300/1251000] [778.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000374] [CE 4.792 (4.275)] [KD 3.643 (3.363)] 2024-10-15 04:23:58,329 - Train: 77.89% [974350/1251000] [778.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.006] [optim_t 0.144] [lr 0.000374] [CE 4.610 (4.241)] [KD 3.531 (3.355)] 2024-10-15 04:24:06,013 - Train: 77.89% [974400/1251000] [778.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000374] [CE 4.367 (4.277)] [KD 3.377 (3.357)] 2024-10-15 04:24:13,703 - Train: 77.89% [974450/1251000] [778.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000374] [CE 4.226 (4.228)] [KD 3.535 (3.316)] 2024-10-15 04:24:21,398 - Train: 77.90% [974500/1251000] [779.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000374] [CE 4.052 (4.307)] [KD 3.077 (3.367)] 2024-10-15 04:24:31,492 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37279] [top5_cnt 46007] [top_all 50000] 2024-10-15 04:24:31,492 - net: 74.558 (92.014) 2024-10-15 04:24:37,282 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38445] [top5_cnt 46585] [top_all 50000] 2024-10-15 04:24:37,283 - net_E: 76.890 (93.170) 2024-10-15 04:24:37,398 - Max [top1: 74.558 (epoch: 779)] [top1-ema: 76.922 (epoch: 778)] 2024-10-15 04:24:37,398 - ==> Total time: 1 day, 14:22:20 Eta: 10:53:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:24:47,008 - Train: 77.90% [974550/1251000] [779.0/1000.0] [batch_t 0.149 (0.179)] [data_t 0.003] [optim_t 0.146] [lr 0.000374] [CE 4.267 (4.328)] [KD 3.331 (3.313)] 2024-10-15 04:24:54,634 - Train: 77.91% [974600/1251000] [779.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000374] [CE 4.597 (4.270)] [KD 3.546 (3.350)] 2024-10-15 04:25:02,309 - Train: 77.91% [974650/1251000] [779.1/1000.0] [batch_t 0.166 (0.153)] [data_t 0.003] [optim_t 0.163] [lr 0.000373] [CE 4.444 (4.257)] [KD 3.438 (3.343)] 2024-10-15 04:25:09,990 - Train: 77.91% [974700/1251000] [779.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000373] [CE 3.773 (4.217)] [KD 3.158 (3.323)] 2024-10-15 04:25:17,644 - Train: 77.92% [974750/1251000] [779.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000373] [CE 4.355 (4.273)] [KD 3.177 (3.317)] 2024-10-15 04:25:25,181 - Train: 77.92% [974800/1251000] [779.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000373] [CE 4.296 (4.324)] [KD 3.431 (3.383)] 2024-10-15 04:25:32,839 - Train: 77.93% [974850/1251000] [779.3/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000373] [CE 3.439 (4.191)] [KD 3.211 (3.304)] 2024-10-15 04:25:40,376 - Train: 77.93% [974900/1251000] [779.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000373] [CE 4.372 (4.319)] [KD 3.412 (3.399)] 2024-10-15 04:25:48,290 - Train: 77.93% [974950/1251000] [779.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000373] [CE 4.322 (4.326)] [KD 3.349 (3.354)] 2024-10-15 04:25:55,921 - Train: 77.94% [975000/1251000] [779.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000373] [CE 4.367 (4.257)] [KD 3.249 (3.374)] 2024-10-15 04:26:03,577 - Train: 77.94% [975050/1251000] [779.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000373] [CE 4.129 (4.314)] [KD 3.160 (3.357)] 2024-10-15 04:26:11,136 - Train: 77.95% [975100/1251000] [779.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000372] [CE 4.253 (4.200)] [KD 3.263 (3.330)] 2024-10-15 04:26:18,852 - Train: 77.95% [975150/1251000] [779.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000372] [CE 4.389 (4.285)] [KD 3.289 (3.305)] 2024-10-15 04:26:26,419 - Train: 77.95% [975200/1251000] [779.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000372] [CE 4.389 (4.239)] [KD 3.395 (3.325)] 2024-10-15 04:26:34,199 - Train: 77.96% [975250/1251000] [779.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000372] [CE 4.637 (4.241)] [KD 3.637 (3.324)] 2024-10-15 04:26:41,827 - Train: 77.96% [975300/1251000] [779.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000372] [CE 4.245 (4.308)] [KD 3.344 (3.366)] 2024-10-15 04:26:49,661 - Train: 77.97% [975350/1251000] [779.7/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000372] [CE 4.299 (4.241)] [KD 3.448 (3.348)] 2024-10-15 04:26:57,642 - Train: 77.97% [975400/1251000] [779.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000372] [CE 3.906 (4.294)] [KD 3.346 (3.382)] 2024-10-15 04:27:05,264 - Train: 77.97% [975450/1251000] [779.7/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000372] [CE 3.763 (4.288)] [KD 3.036 (3.379)] 2024-10-15 04:27:12,979 - Train: 77.98% [975500/1251000] [779.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000371] [CE 4.361 (4.232)] [KD 3.513 (3.332)] 2024-10-15 04:27:20,693 - Train: 77.98% [975550/1251000] [779.8/1000.0] [batch_t 0.169 (0.154)] [data_t 0.007] [optim_t 0.162] [lr 0.000371] [CE 3.976 (4.256)] [KD 3.194 (3.342)] 2024-10-15 04:27:28,492 - Train: 77.99% [975600/1251000] [779.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000371] [CE 3.803 (4.267)] [KD 3.110 (3.340)] 2024-10-15 04:27:36,070 - Train: 77.99% [975650/1251000] [779.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000371] [CE 3.895 (4.283)] [KD 3.015 (3.373)] 2024-10-15 04:27:43,684 - Train: 77.99% [975700/1251000] [779.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000371] [CE 4.442 (4.280)] [KD 3.689 (3.369)] 2024-10-15 04:27:51,472 - Train: 78.00% [975750/1251000] [780.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000371] [CE 3.767 (4.255)] [KD 3.136 (3.352)] 2024-10-15 04:28:01,847 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37278] [top5_cnt 46012] [top_all 50000] 2024-10-15 04:28:01,847 - net: 74.556 (92.024) 2024-10-15 04:28:07,693 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38471] [top5_cnt 46605] [top_all 50000] 2024-10-15 04:28:07,694 - net_E: 76.942 (93.210) 2024-10-15 04:28:07,834 - Max [top1: 74.558 (epoch: 779)] [top1-ema: 76.942 (epoch: 780)] 2024-10-15 04:28:07,835 - ==> Total time: 1 day, 14:25:51 Eta: 10:50:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:28:17,672 - Train: 78.00% [975800/1251000] [780.0/1000.0] [batch_t 0.151 (0.180)] [data_t 0.004] [optim_t 0.146] [lr 0.000371] [CE 4.433 (4.286)] [KD 3.323 (3.308)] 2024-10-15 04:28:25,171 - Train: 78.01% [975850/1251000] [780.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000371] [CE 3.763 (4.207)] [KD 3.181 (3.276)] 2024-10-15 04:28:32,807 - Train: 78.01% [975900/1251000] [780.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000371] [CE 4.061 (4.193)] [KD 3.106 (3.286)] 2024-10-15 04:28:40,647 - Train: 78.01% [975950/1251000] [780.1/1000.0] [batch_t 0.292 (0.157)] [data_t 0.004] [optim_t 0.288] [lr 0.000370] [CE 4.401 (4.297)] [KD 3.460 (3.354)] 2024-10-15 04:28:48,297 - Train: 78.02% [976000/1251000] [780.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000370] [CE 4.477 (4.264)] [KD 3.514 (3.306)] 2024-10-15 04:28:56,035 - Train: 78.02% [976050/1251000] [780.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000370] [CE 4.177 (4.272)] [KD 3.288 (3.373)] 2024-10-15 04:29:03,793 - Train: 78.03% [976100/1251000] [780.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000370] [CE 4.295 (4.322)] [KD 3.357 (3.376)] 2024-10-15 04:29:11,551 - Train: 78.03% [976150/1251000] [780.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000370] [CE 4.209 (4.244)] [KD 3.362 (3.327)] 2024-10-15 04:29:19,532 - Train: 78.03% [976200/1251000] [780.3/1000.0] [batch_t 0.326 (0.160)] [data_t 0.004] [optim_t 0.322] [lr 0.000370] [CE 3.829 (4.297)] [KD 3.254 (3.339)] 2024-10-15 04:29:27,188 - Train: 78.04% [976250/1251000] [780.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000370] [CE 3.944 (4.282)] [KD 3.248 (3.356)] 2024-10-15 04:29:34,927 - Train: 78.04% [976300/1251000] [780.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000370] [CE 4.400 (4.334)] [KD 3.477 (3.396)] 2024-10-15 04:29:42,783 - Train: 78.05% [976350/1251000] [780.5/1000.0] [batch_t 0.159 (0.157)] [data_t 0.003] [optim_t 0.156] [lr 0.000369] [CE 4.118 (4.328)] [KD 3.405 (3.363)] 2024-10-15 04:29:50,703 - Train: 78.05% [976400/1251000] [780.5/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000369] [CE 4.089 (4.265)] [KD 3.379 (3.334)] 2024-10-15 04:29:58,428 - Train: 78.05% [976450/1251000] [780.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000369] [CE 4.003 (4.305)] [KD 3.121 (3.394)] 2024-10-15 04:30:06,230 - Train: 78.06% [976500/1251000] [780.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000369] [CE 4.357 (4.220)] [KD 3.402 (3.345)] 2024-10-15 04:30:13,937 - Train: 78.06% [976550/1251000] [780.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000369] [CE 4.317 (4.266)] [KD 3.260 (3.303)] 2024-10-15 04:30:21,562 - Train: 78.07% [976600/1251000] [780.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000369] [CE 4.381 (4.311)] [KD 3.509 (3.353)] 2024-10-15 04:30:29,687 - Train: 78.07% [976650/1251000] [780.7/1000.0] [batch_t 0.150 (0.162)] [data_t 0.004] [optim_t 0.146] [lr 0.000369] [CE 4.237 (4.312)] [KD 3.305 (3.364)] 2024-10-15 04:30:37,339 - Train: 78.07% [976700/1251000] [780.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000369] [CE 4.717 (4.296)] [KD 3.435 (3.359)] 2024-10-15 04:30:45,219 - Train: 78.08% [976750/1251000] [780.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000368] [CE 4.241 (4.331)] [KD 3.480 (3.376)] 2024-10-15 04:30:53,095 - Train: 78.08% [976800/1251000] [780.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000368] [CE 4.283 (4.158)] [KD 3.277 (3.308)] 2024-10-15 04:31:00,739 - Train: 78.09% [976850/1251000] [780.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000368] [CE 4.090 (4.239)] [KD 3.360 (3.330)] 2024-10-15 04:31:08,492 - Train: 78.09% [976900/1251000] [780.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000368] [CE 4.709 (4.320)] [KD 3.738 (3.405)] 2024-10-15 04:31:16,089 - Train: 78.09% [976950/1251000] [780.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000368] [CE 4.363 (4.242)] [KD 3.421 (3.301)] 2024-10-15 04:31:23,654 - Train: 78.10% [977000/1251000] [781.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000368] [CE 4.290 (4.224)] [KD 3.362 (3.321)] 2024-10-15 04:31:34,246 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37303] [top5_cnt 45950] [top_all 50000] 2024-10-15 04:31:34,247 - net: 74.606 (91.900) 2024-10-15 04:31:40,205 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38493] [top5_cnt 46585] [top_all 50000] 2024-10-15 04:31:40,206 - net_E: 76.986 (93.170) 2024-10-15 04:31:40,326 - Max [top1: 74.606 (epoch: 781)] [top1-ema: 76.986 (epoch: 781)] 2024-10-15 04:31:40,327 - ==> Total time: 1 day, 14:29:23 Eta: 10:47:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:31:51,966 - Train: 78.10% [977050/1251000] [781.0/1000.0] [batch_t 0.149 (0.196)] [data_t 0.005] [optim_t 0.145] [lr 0.000368] [CE 3.875 (4.282)] [KD 3.254 (3.347)] 2024-10-15 04:31:59,591 - Train: 78.11% [977100/1251000] [781.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000368] [CE 4.448 (4.257)] [KD 3.607 (3.351)] 2024-10-15 04:32:07,631 - Train: 78.11% [977150/1251000] [781.1/1000.0] [batch_t 0.149 (0.161)] [data_t 0.003] [optim_t 0.146] [lr 0.000368] [CE 4.631 (4.254)] [KD 3.412 (3.311)] 2024-10-15 04:32:15,312 - Train: 78.11% [977200/1251000] [781.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000367] [CE 3.568 (4.217)] [KD 2.948 (3.299)] 2024-10-15 04:32:22,956 - Train: 78.12% [977250/1251000] [781.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000367] [CE 4.622 (4.222)] [KD 3.319 (3.261)] 2024-10-15 04:32:30,573 - Train: 78.12% [977300/1251000] [781.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000367] [CE 4.203 (4.320)] [KD 3.346 (3.367)] 2024-10-15 04:32:38,485 - Train: 78.13% [977350/1251000] [781.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000367] [CE 4.693 (4.367)] [KD 3.529 (3.385)] 2024-10-15 04:32:46,283 - Train: 78.13% [977400/1251000] [781.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000367] [CE 4.532 (4.238)] [KD 3.570 (3.304)] 2024-10-15 04:32:54,284 - Train: 78.13% [977450/1251000] [781.3/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000367] [CE 4.021 (4.253)] [KD 3.098 (3.311)] 2024-10-15 04:33:02,200 - Train: 78.14% [977500/1251000] [781.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000367] [CE 4.302 (4.258)] [KD 3.362 (3.313)] 2024-10-15 04:33:09,858 - Train: 78.14% [977550/1251000] [781.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000367] [CE 4.692 (4.246)] [KD 3.517 (3.339)] 2024-10-15 04:33:17,487 - Train: 78.15% [977600/1251000] [781.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000366] [CE 4.449 (4.331)] [KD 3.362 (3.357)] 2024-10-15 04:33:25,465 - Train: 78.15% [977650/1251000] [781.5/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000366] [CE 4.531 (4.332)] [KD 3.529 (3.372)] 2024-10-15 04:33:33,133 - Train: 78.15% [977700/1251000] [781.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000366] [CE 4.315 (4.237)] [KD 3.221 (3.308)] 2024-10-15 04:33:40,954 - Train: 78.16% [977750/1251000] [781.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000366] [CE 4.015 (4.302)] [KD 3.137 (3.366)] 2024-10-15 04:33:48,598 - Train: 78.16% [977800/1251000] [781.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000366] [CE 3.994 (4.223)] [KD 3.281 (3.303)] 2024-10-15 04:33:56,226 - Train: 78.17% [977850/1251000] [781.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000366] [CE 4.972 (4.222)] [KD 3.383 (3.295)] 2024-10-15 04:34:04,307 - Train: 78.17% [977900/1251000] [781.7/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.145] [lr 0.000366] [CE 5.036 (4.274)] [KD 3.709 (3.397)] 2024-10-15 04:34:11,930 - Train: 78.17% [977950/1251000] [781.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000366] [CE 4.821 (4.320)] [KD 3.614 (3.348)] 2024-10-15 04:34:19,955 - Train: 78.18% [978000/1251000] [781.8/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000366] [CE 4.563 (4.169)] [KD 3.572 (3.318)] 2024-10-15 04:34:27,673 - Train: 78.18% [978050/1251000] [781.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000365] [CE 4.447 (4.290)] [KD 3.552 (3.350)] 2024-10-15 04:34:35,239 - Train: 78.19% [978100/1251000] [781.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000365] [CE 4.022 (4.262)] [KD 3.195 (3.346)] 2024-10-15 04:34:42,817 - Train: 78.19% [978150/1251000] [781.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000365] [CE 4.230 (4.293)] [KD 3.206 (3.334)] 2024-10-15 04:34:50,377 - Train: 78.19% [978200/1251000] [781.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000365] [CE 4.515 (4.286)] [KD 3.499 (3.347)] 2024-10-15 04:34:58,089 - Train: 78.20% [978250/1251000] [782.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000365] [CE 4.354 (4.320)] [KD 3.840 (3.380)] 2024-10-15 04:35:08,831 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 37336] [top5_cnt 45998] [top_all 50000] 2024-10-15 04:35:08,832 - net: 74.672 (91.996) 2024-10-15 04:35:14,635 - Test (net_E): 100.00% [50/50] [batch_t 0.028 (0.103)] [top1_cnt 38523] [top5_cnt 46581] [top_all 50000] 2024-10-15 04:35:14,635 - net_E: 77.046 (93.162) 2024-10-15 04:35:14,790 - Max [top1: 74.672 (epoch: 782)] [top1-ema: 77.046 (epoch: 782)] 2024-10-15 04:35:14,790 - ==> Total time: 1 day, 14:32:58 Eta: 10:44:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:35:25,979 - Train: 78.20% [978300/1251000] [782.0/1000.0] [batch_t 0.157 (0.186)] [data_t 0.005] [optim_t 0.153] [lr 0.000365] [CE 4.567 (4.224)] [KD 3.657 (3.311)] 2024-10-15 04:35:34,025 - Train: 78.21% [978350/1251000] [782.1/1000.0] [batch_t 0.154 (0.161)] [data_t 0.004] [optim_t 0.150] [lr 0.000365] [CE 4.340 (4.226)] [KD 3.509 (3.282)] 2024-10-15 04:35:41,654 - Train: 78.21% [978400/1251000] [782.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000365] [CE 4.383 (4.306)] [KD 3.708 (3.351)] 2024-10-15 04:35:49,410 - Train: 78.21% [978450/1251000] [782.1/1000.0] [batch_t 0.299 (0.155)] [data_t 0.003] [optim_t 0.296] [lr 0.000364] [CE 4.234 (4.255)] [KD 3.397 (3.346)] 2024-10-15 04:35:57,021 - Train: 78.22% [978500/1251000] [782.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000364] [CE 4.321 (4.299)] [KD 3.275 (3.351)] 2024-10-15 04:36:04,678 - Train: 78.22% [978550/1251000] [782.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000364] [CE 4.638 (4.250)] [KD 3.494 (3.318)] 2024-10-15 04:36:12,451 - Train: 78.23% [978600/1251000] [782.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000364] [CE 4.531 (4.283)] [KD 3.514 (3.332)] 2024-10-15 04:36:20,320 - Train: 78.23% [978650/1251000] [782.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000364] [CE 4.472 (4.276)] [KD 3.523 (3.372)] 2024-10-15 04:36:28,084 - Train: 78.23% [978700/1251000] [782.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000364] [CE 4.282 (4.312)] [KD 3.275 (3.353)] 2024-10-15 04:36:35,913 - Train: 78.24% [978750/1251000] [782.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000364] [CE 3.858 (4.252)] [KD 2.920 (3.292)] 2024-10-15 04:36:43,694 - Train: 78.24% [978800/1251000] [782.4/1000.0] [batch_t 0.162 (0.156)] [data_t 0.004] [optim_t 0.158] [lr 0.000364] [CE 4.183 (4.213)] [KD 3.271 (3.320)] 2024-10-15 04:36:51,388 - Train: 78.25% [978850/1251000] [782.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000364] [CE 4.444 (4.299)] [KD 3.446 (3.334)] 2024-10-15 04:36:59,215 - Train: 78.25% [978900/1251000] [782.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000363] [CE 4.540 (4.251)] [KD 3.473 (3.332)] 2024-10-15 04:37:06,847 - Train: 78.25% [978950/1251000] [782.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000363] [CE 4.004 (4.224)] [KD 3.107 (3.316)] 2024-10-15 04:37:14,525 - Train: 78.26% [979000/1251000] [782.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000363] [CE 4.159 (4.272)] [KD 3.199 (3.345)] 2024-10-15 04:37:22,237 - Train: 78.26% [979050/1251000] [782.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000363] [CE 3.745 (4.173)] [KD 3.228 (3.296)] 2024-10-15 04:37:29,975 - Train: 78.27% [979100/1251000] [782.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000363] [CE 3.952 (4.252)] [KD 3.156 (3.340)] 2024-10-15 04:37:37,914 - Train: 78.27% [979150/1251000] [782.7/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000363] [CE 4.447 (4.283)] [KD 3.519 (3.362)] 2024-10-15 04:37:45,686 - Train: 78.27% [979200/1251000] [782.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000363] [CE 3.860 (4.250)] [KD 3.073 (3.373)] 2024-10-15 04:37:53,260 - Train: 78.28% [979250/1251000] [782.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000363] [CE 4.277 (4.196)] [KD 3.364 (3.290)] 2024-10-15 04:38:01,099 - Train: 78.28% [979300/1251000] [782.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000362] [CE 4.388 (4.182)] [KD 3.335 (3.298)] 2024-10-15 04:38:08,929 - Train: 78.29% [979350/1251000] [782.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000362] [CE 3.974 (4.202)] [KD 3.110 (3.249)] 2024-10-15 04:38:16,665 - Train: 78.29% [979400/1251000] [782.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000362] [CE 4.782 (4.307)] [KD 3.640 (3.332)] 2024-10-15 04:38:24,473 - Train: 78.29% [979450/1251000] [782.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000362] [CE 4.041 (4.236)] [KD 3.225 (3.293)] 2024-10-15 04:38:32,220 - Train: 78.30% [979500/1251000] [783.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000362] [CE 3.882 (4.321)] [KD 3.278 (3.360)] 2024-10-15 04:38:42,848 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37118] [top5_cnt 45927] [top_all 50000] 2024-10-15 04:38:42,848 - net: 74.236 (91.854) 2024-10-15 04:38:48,714 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38520] [top5_cnt 46577] [top_all 50000] 2024-10-15 04:38:48,714 - net_E: 77.040 (93.154) 2024-10-15 04:38:48,906 - Max [top1: 74.672 (epoch: 782)] [top1-ema: 77.046 (epoch: 782)] 2024-10-15 04:38:48,907 - ==> Total time: 1 day, 14:36:32 Eta: 10:42:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:38:54,068 - Train: 78.30% [979550/1251000] [783.0/1000.0] [batch_t 0.149 (0.192)] [data_t 0.004] [optim_t 0.146] [lr 0.000362] [CE 3.716 (4.311)] [KD 3.117 (3.343)] 2024-10-15 04:39:01,680 - Train: 78.31% [979600/1251000] [783.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000362] [CE 4.229 (4.204)] [KD 3.413 (3.304)] 2024-10-15 04:39:09,556 - Train: 78.31% [979650/1251000] [783.1/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000362] [CE 4.056 (4.315)] [KD 3.255 (3.344)] 2024-10-15 04:39:17,281 - Train: 78.31% [979700/1251000] [783.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000362] [CE 4.372 (4.298)] [KD 3.415 (3.319)] 2024-10-15 04:39:24,996 - Train: 78.32% [979750/1251000] [783.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000361] [CE 5.024 (4.295)] [KD 3.586 (3.297)] 2024-10-15 04:39:32,902 - Train: 78.32% [979800/1251000] [783.2/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000361] [CE 4.340 (4.222)] [KD 3.006 (3.273)] 2024-10-15 04:39:40,758 - Train: 78.33% [979850/1251000] [783.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000361] [CE 4.046 (4.263)] [KD 3.258 (3.306)] 2024-10-15 04:39:48,601 - Train: 78.33% [979900/1251000] [783.3/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000361] [CE 4.068 (4.275)] [KD 3.315 (3.357)] 2024-10-15 04:39:56,376 - Train: 78.33% [979950/1251000] [783.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000361] [CE 4.156 (4.250)] [KD 3.083 (3.336)] 2024-10-15 04:40:04,015 - Train: 78.34% [980000/1251000] [783.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000361] [CE 3.676 (4.297)] [KD 3.015 (3.366)] 2024-10-15 04:40:11,900 - Train: 78.34% [980050/1251000] [783.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000361] [CE 4.190 (4.329)] [KD 3.346 (3.352)] 2024-10-15 04:40:19,704 - Train: 78.35% [980100/1251000] [783.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000361] [CE 4.218 (4.245)] [KD 3.282 (3.333)] 2024-10-15 04:40:27,600 - Train: 78.35% [980150/1251000] [783.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000360] [CE 4.716 (4.305)] [KD 3.364 (3.361)] 2024-10-15 04:40:35,361 - Train: 78.35% [980200/1251000] [783.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000360] [CE 4.046 (4.283)] [KD 2.977 (3.320)] 2024-10-15 04:40:43,276 - Train: 78.36% [980250/1251000] [783.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000360] [CE 4.505 (4.297)] [KD 3.594 (3.368)] 2024-10-15 04:40:50,882 - Train: 78.36% [980300/1251000] [783.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000360] [CE 4.110 (4.267)] [KD 2.980 (3.329)] 2024-10-15 04:40:58,660 - Train: 78.37% [980350/1251000] [783.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000360] [CE 4.001 (4.288)] [KD 2.949 (3.323)] 2024-10-15 04:41:06,320 - Train: 78.37% [980400/1251000] [783.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000360] [CE 4.881 (4.235)] [KD 3.694 (3.318)] 2024-10-15 04:41:14,205 - Train: 78.37% [980450/1251000] [783.7/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000360] [CE 4.393 (4.264)] [KD 3.447 (3.365)] 2024-10-15 04:41:22,073 - Train: 78.38% [980500/1251000] [783.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000360] [CE 4.646 (4.301)] [KD 3.334 (3.392)] 2024-10-15 04:41:29,794 - Train: 78.38% [980550/1251000] [783.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000360] [CE 4.068 (4.339)] [KD 3.079 (3.358)] 2024-10-15 04:41:37,427 - Train: 78.39% [980600/1251000] [783.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000359] [CE 4.033 (4.277)] [KD 3.189 (3.315)] 2024-10-15 04:41:45,174 - Train: 78.39% [980650/1251000] [783.9/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000359] [CE 4.257 (4.319)] [KD 3.480 (3.353)] 2024-10-15 04:41:53,008 - Train: 78.39% [980700/1251000] [783.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000359] [CE 4.729 (4.386)] [KD 3.577 (3.375)] 2024-10-15 04:42:00,739 - Train: 78.40% [980750/1251000] [784.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000359] [CE 4.217 (4.243)] [KD 3.352 (3.329)] 2024-10-15 04:42:11,718 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37346] [top5_cnt 46075] [top_all 50000] 2024-10-15 04:42:11,718 - net: 74.692 (92.150) 2024-10-15 04:42:17,651 - Test (net_E): 100.00% [50/50] [batch_t 0.028 (0.103)] [top1_cnt 38537] [top5_cnt 46595] [top_all 50000] 2024-10-15 04:42:17,651 - net_E: 77.074 (93.190) 2024-10-15 04:42:17,832 - Max [top1: 74.692 (epoch: 784)] [top1-ema: 77.074 (epoch: 784)] 2024-10-15 04:42:17,832 - ==> Total time: 1 day, 14:40:01 Eta: 10:39:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:42:28,481 - Train: 78.40% [980800/1251000] [784.0/1000.0] [batch_t 0.154 (0.189)] [data_t 0.004] [optim_t 0.151] [lr 0.000359] [CE 4.731 (4.449)] [KD 3.397 (3.452)] 2024-10-15 04:42:36,092 - Train: 78.41% [980850/1251000] [784.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000359] [CE 4.791 (4.305)] [KD 3.633 (3.337)] 2024-10-15 04:42:43,997 - Train: 78.41% [980900/1251000] [784.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000359] [CE 3.820 (4.274)] [KD 3.256 (3.339)] 2024-10-15 04:42:51,850 - Train: 78.41% [980950/1251000] [784.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000359] [CE 3.870 (4.247)] [KD 3.064 (3.304)] 2024-10-15 04:42:59,594 - Train: 78.42% [981000/1251000] [784.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000358] [CE 4.007 (4.222)] [KD 3.513 (3.309)] 2024-10-15 04:43:07,382 - Train: 78.42% [981050/1251000] [784.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.000358] [CE 3.960 (4.287)] [KD 2.991 (3.349)] 2024-10-15 04:43:15,180 - Train: 78.43% [981100/1251000] [784.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000358] [CE 4.873 (4.308)] [KD 3.457 (3.325)] 2024-10-15 04:43:22,787 - Train: 78.43% [981150/1251000] [784.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000358] [CE 4.479 (4.286)] [KD 3.551 (3.346)] 2024-10-15 04:43:30,673 - Train: 78.43% [981200/1251000] [784.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000358] [CE 4.050 (4.273)] [KD 3.270 (3.339)] 2024-10-15 04:43:38,456 - Train: 78.44% [981250/1251000] [784.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000358] [CE 4.192 (4.257)] [KD 3.228 (3.310)] 2024-10-15 04:43:46,485 - Train: 78.44% [981300/1251000] [784.4/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000358] [CE 4.249 (4.261)] [KD 3.423 (3.304)] 2024-10-15 04:43:54,339 - Train: 78.45% [981350/1251000] [784.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000358] [CE 3.785 (4.151)] [KD 3.086 (3.274)] 2024-10-15 04:44:02,016 - Train: 78.45% [981400/1251000] [784.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000358] [CE 4.240 (4.301)] [KD 3.294 (3.344)] 2024-10-15 04:44:09,836 - Train: 78.45% [981450/1251000] [784.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000357] [CE 4.141 (4.319)] [KD 3.294 (3.364)] 2024-10-15 04:44:17,684 - Train: 78.46% [981500/1251000] [784.6/1000.0] [batch_t 0.157 (0.157)] [data_t 0.006] [optim_t 0.152] [lr 0.000357] [CE 4.106 (4.192)] [KD 3.313 (3.264)] 2024-10-15 04:44:25,446 - Train: 78.46% [981550/1251000] [784.6/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000357] [CE 4.573 (4.299)] [KD 3.442 (3.353)] 2024-10-15 04:44:33,400 - Train: 78.47% [981600/1251000] [784.7/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000357] [CE 4.194 (4.250)] [KD 3.254 (3.309)] 2024-10-15 04:44:41,042 - Train: 78.47% [981650/1251000] [784.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000357] [CE 4.606 (4.270)] [KD 3.701 (3.351)] 2024-10-15 04:44:48,674 - Train: 78.47% [981700/1251000] [784.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000357] [CE 4.083 (4.190)] [KD 3.360 (3.308)] 2024-10-15 04:44:56,722 - Train: 78.48% [981750/1251000] [784.8/1000.0] [batch_t 0.301 (0.161)] [data_t 0.005] [optim_t 0.297] [lr 0.000357] [CE 4.482 (4.299)] [KD 3.251 (3.311)] 2024-10-15 04:45:04,487 - Train: 78.48% [981800/1251000] [784.8/1000.0] [batch_t 0.160 (0.155)] [data_t 0.005] [optim_t 0.156] [lr 0.000357] [CE 4.433 (4.299)] [KD 3.306 (3.349)] 2024-10-15 04:45:12,325 - Train: 78.49% [981850/1251000] [784.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000356] [CE 4.910 (4.257)] [KD 3.773 (3.325)] 2024-10-15 04:45:20,148 - Train: 78.49% [981900/1251000] [784.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000356] [CE 4.179 (4.264)] [KD 3.314 (3.319)] 2024-10-15 04:45:27,924 - Train: 78.49% [981950/1251000] [784.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000356] [CE 4.702 (4.306)] [KD 3.525 (3.332)] 2024-10-15 04:45:35,560 - Train: 78.50% [982000/1251000] [785.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000356] [CE 4.476 (4.329)] [KD 3.398 (3.355)] 2024-10-15 04:45:46,730 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 37394] [top5_cnt 46073] [top_all 50000] 2024-10-15 04:45:46,730 - net: 74.788 (92.146) 2024-10-15 04:45:52,567 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 38528] [top5_cnt 46619] [top_all 50000] 2024-10-15 04:45:52,567 - net_E: 77.056 (93.238) 2024-10-15 04:45:52,716 - Max [top1: 74.788 (epoch: 785)] [top1-ema: 77.074 (epoch: 784)] 2024-10-15 04:45:52,716 - ==> Total time: 1 day, 14:43:35 Eta: 10:36:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:46:01,419 - Train: 78.50% [982050/1251000] [785.0/1000.0] [batch_t 0.152 (0.192)] [data_t 0.003] [optim_t 0.149] [lr 0.000356] [CE 4.460 (4.286)] [KD 3.416 (3.337)] 2024-10-15 04:46:09,211 - Train: 78.51% [982100/1251000] [785.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000356] [CE 4.398 (4.251)] [KD 3.608 (3.299)] 2024-10-15 04:46:17,227 - Train: 78.51% [982150/1251000] [785.1/1000.0] [batch_t 0.153 (0.160)] [data_t 0.006] [optim_t 0.147] [lr 0.000356] [CE 4.129 (4.246)] [KD 3.380 (3.268)] 2024-10-15 04:46:24,996 - Train: 78.51% [982200/1251000] [785.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000356] [CE 3.874 (4.271)] [KD 3.118 (3.293)] 2024-10-15 04:46:32,620 - Train: 78.52% [982250/1251000] [785.2/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.000356] [CE 4.488 (4.174)] [KD 3.576 (3.255)] 2024-10-15 04:46:40,199 - Train: 78.52% [982300/1251000] [785.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000355] [CE 3.884 (4.164)] [KD 3.026 (3.235)] 2024-10-15 04:46:47,957 - Train: 78.53% [982350/1251000] [785.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000355] [CE 3.982 (4.223)] [KD 3.151 (3.328)] 2024-10-15 04:46:55,639 - Train: 78.53% [982400/1251000] [785.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000355] [CE 4.075 (4.255)] [KD 3.188 (3.298)] 2024-10-15 04:47:03,728 - Train: 78.53% [982450/1251000] [785.3/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.000355] [CE 4.735 (4.280)] [KD 3.507 (3.329)] 2024-10-15 04:47:11,470 - Train: 78.54% [982500/1251000] [785.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000355] [CE 4.870 (4.263)] [KD 3.810 (3.331)] 2024-10-15 04:47:19,233 - Train: 78.54% [982550/1251000] [785.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000355] [CE 4.413 (4.196)] [KD 3.398 (3.293)] 2024-10-15 04:47:26,994 - Train: 78.55% [982600/1251000] [785.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000355] [CE 3.934 (4.264)] [KD 3.031 (3.330)] 2024-10-15 04:47:34,626 - Train: 78.55% [982650/1251000] [785.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000355] [CE 4.452 (4.298)] [KD 3.472 (3.355)] 2024-10-15 04:47:42,576 - Train: 78.55% [982700/1251000] [785.5/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000355] [CE 4.529 (4.321)] [KD 3.319 (3.377)] 2024-10-15 04:47:50,181 - Train: 78.56% [982750/1251000] [785.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000354] [CE 3.883 (4.257)] [KD 3.075 (3.313)] 2024-10-15 04:47:57,831 - Train: 78.56% [982800/1251000] [785.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000354] [CE 4.423 (4.284)] [KD 3.300 (3.360)] 2024-10-15 04:48:05,635 - Train: 78.57% [982850/1251000] [785.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000354] [CE 4.018 (4.288)] [KD 3.385 (3.309)] 2024-10-15 04:48:13,476 - Train: 78.57% [982900/1251000] [785.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000354] [CE 4.542 (4.322)] [KD 3.406 (3.355)] 2024-10-15 04:48:21,199 - Train: 78.57% [982950/1251000] [785.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000354] [CE 4.464 (4.272)] [KD 3.516 (3.309)] 2024-10-15 04:48:29,283 - Train: 78.58% [983000/1251000] [785.8/1000.0] [batch_t 0.151 (0.162)] [data_t 0.006] [optim_t 0.145] [lr 0.000354] [CE 4.330 (4.316)] [KD 3.177 (3.325)] 2024-10-15 04:48:36,877 - Train: 78.58% [983050/1251000] [785.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000354] [CE 4.654 (4.226)] [KD 3.548 (3.282)] 2024-10-15 04:48:44,448 - Train: 78.59% [983100/1251000] [785.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000354] [CE 3.834 (4.239)] [KD 3.052 (3.301)] 2024-10-15 04:48:52,022 - Train: 78.59% [983150/1251000] [785.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000353] [CE 4.380 (4.310)] [KD 3.259 (3.329)] 2024-10-15 04:48:59,615 - Train: 78.59% [983200/1251000] [785.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000353] [CE 4.127 (4.275)] [KD 3.238 (3.325)] 2024-10-15 04:49:07,376 - Train: 78.60% [983250/1251000] [786.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000353] [CE 4.554 (4.218)] [KD 3.485 (3.314)] 2024-10-15 04:49:19,109 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.110)] [top1_cnt 37430] [top5_cnt 46046] [top_all 50000] 2024-10-15 04:49:19,109 - net: 74.860 (92.092) 2024-10-15 04:49:24,963 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 38556] [top5_cnt 46603] [top_all 50000] 2024-10-15 04:49:24,964 - net_E: 77.112 (93.206) 2024-10-15 04:49:25,141 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.112 (epoch: 786)] 2024-10-15 04:49:25,141 - ==> Total time: 1 day, 14:47:08 Eta: 10:33:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:49:35,782 - Train: 78.60% [983300/1251000] [786.0/1000.0] [batch_t 0.151 (0.184)] [data_t 0.004] [optim_t 0.146] [lr 0.000353] [CE 4.252 (4.192)] [KD 3.337 (3.242)] 2024-10-15 04:49:43,639 - Train: 78.61% [983350/1251000] [786.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000353] [CE 4.285 (4.221)] [KD 3.385 (3.277)] 2024-10-15 04:49:51,368 - Train: 78.61% [983400/1251000] [786.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000353] [CE 4.472 (4.304)] [KD 3.334 (3.339)] 2024-10-15 04:49:59,099 - Train: 78.61% [983450/1251000] [786.1/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000353] [CE 4.658 (4.246)] [KD 3.370 (3.304)] 2024-10-15 04:50:06,729 - Train: 78.62% [983500/1251000] [786.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000353] [CE 4.367 (4.227)] [KD 3.262 (3.263)] 2024-10-15 04:50:14,322 - Train: 78.62% [983550/1251000] [786.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000353] [CE 4.362 (4.282)] [KD 3.359 (3.297)] 2024-10-15 04:50:22,070 - Train: 78.63% [983600/1251000] [786.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000352] [CE 3.941 (4.265)] [KD 3.266 (3.285)] 2024-10-15 04:50:29,828 - Train: 78.63% [983650/1251000] [786.3/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000352] [CE 4.566 (4.239)] [KD 3.472 (3.292)] 2024-10-15 04:50:37,831 - Train: 78.63% [983700/1251000] [786.3/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000352] [CE 4.253 (4.239)] [KD 3.389 (3.287)] 2024-10-15 04:50:45,662 - Train: 78.64% [983750/1251000] [786.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000352] [CE 4.112 (4.214)] [KD 3.202 (3.300)] 2024-10-15 04:50:53,417 - Train: 78.64% [983800/1251000] [786.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000352] [CE 4.133 (4.251)] [KD 3.352 (3.312)] 2024-10-15 04:51:01,193 - Train: 78.65% [983850/1251000] [786.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000352] [CE 4.301 (4.214)] [KD 3.569 (3.296)] 2024-10-15 04:51:08,883 - Train: 78.65% [983900/1251000] [786.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000352] [CE 3.679 (4.258)] [KD 3.104 (3.294)] 2024-10-15 04:51:16,527 - Train: 78.65% [983950/1251000] [786.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000352] [CE 4.613 (4.245)] [KD 3.354 (3.311)] 2024-10-15 04:51:24,260 - Train: 78.66% [984000/1251000] [786.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000351] [CE 3.853 (4.322)] [KD 3.268 (3.313)] 2024-10-15 04:51:32,030 - Train: 78.66% [984050/1251000] [786.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000351] [CE 4.226 (4.220)] [KD 3.219 (3.299)] 2024-10-15 04:51:39,921 - Train: 78.67% [984100/1251000] [786.7/1000.0] [batch_t 0.266 (0.158)] [data_t 0.003] [optim_t 0.263] [lr 0.000351] [CE 4.453 (4.305)] [KD 3.602 (3.311)] 2024-10-15 04:51:47,763 - Train: 78.67% [984150/1251000] [786.7/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000351] [CE 4.594 (4.193)] [KD 3.469 (3.286)] 2024-10-15 04:51:55,503 - Train: 78.67% [984200/1251000] [786.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000351] [CE 4.309 (4.281)] [KD 3.292 (3.354)] 2024-10-15 04:52:03,222 - Train: 78.68% [984250/1251000] [786.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.000351] [CE 4.749 (4.336)] [KD 3.465 (3.330)] 2024-10-15 04:52:10,978 - Train: 78.68% [984300/1251000] [786.8/1000.0] [batch_t 0.161 (0.155)] [data_t 0.003] [optim_t 0.158] [lr 0.000351] [CE 4.280 (4.277)] [KD 3.270 (3.314)] 2024-10-15 04:52:18,622 - Train: 78.69% [984350/1251000] [786.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000351] [CE 4.199 (4.242)] [KD 3.517 (3.318)] 2024-10-15 04:52:26,320 - Train: 78.69% [984400/1251000] [786.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000351] [CE 4.559 (4.166)] [KD 3.523 (3.265)] 2024-10-15 04:52:33,928 - Train: 78.69% [984450/1251000] [786.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000350] [CE 4.191 (4.313)] [KD 3.386 (3.320)] 2024-10-15 04:52:41,681 - Train: 78.70% [984500/1251000] [787.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000350] [CE 4.868 (4.263)] [KD 3.793 (3.315)] 2024-10-15 04:52:53,089 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37151] [top5_cnt 45950] [top_all 50000] 2024-10-15 04:52:53,090 - net: 74.302 (91.900) 2024-10-15 04:52:59,073 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38562] [top5_cnt 46633] [top_all 50000] 2024-10-15 04:52:59,073 - net_E: 77.124 (93.266) 2024-10-15 04:52:59,247 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.124 (epoch: 787)] 2024-10-15 04:52:59,248 - ==> Total time: 1 day, 14:50:42 Eta: 10:30:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:53:12,465 - Train: 78.70% [984550/1251000] [787.0/1000.0] [batch_t 0.156 (0.203)] [data_t 0.004] [optim_t 0.153] [lr 0.000350] [CE 4.510 (4.279)] [KD 3.571 (3.330)] 2024-10-15 04:53:20,468 - Train: 78.71% [984600/1251000] [787.1/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000350] [CE 4.265 (4.276)] [KD 3.180 (3.262)] 2024-10-15 04:53:28,269 - Train: 78.71% [984650/1251000] [787.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000350] [CE 4.370 (4.187)] [KD 3.604 (3.264)] 2024-10-15 04:53:35,913 - Train: 78.71% [984700/1251000] [787.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000350] [CE 3.925 (4.213)] [KD 3.096 (3.254)] 2024-10-15 04:53:43,537 - Train: 78.72% [984750/1251000] [787.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000350] [CE 4.130 (4.204)] [KD 3.325 (3.254)] 2024-10-15 04:53:51,216 - Train: 78.72% [984800/1251000] [787.2/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000350] [CE 3.795 (4.251)] [KD 3.070 (3.291)] 2024-10-15 04:53:59,031 - Train: 78.73% [984850/1251000] [787.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000350] [CE 3.961 (4.249)] [KD 3.250 (3.290)] 2024-10-15 04:54:06,984 - Train: 78.73% [984900/1251000] [787.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000349] [CE 3.499 (4.309)] [KD 2.750 (3.376)] 2024-10-15 04:54:14,727 - Train: 78.73% [984950/1251000] [787.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000349] [CE 4.788 (4.257)] [KD 3.640 (3.305)] 2024-10-15 04:54:22,673 - Train: 78.74% [985000/1251000] [787.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000349] [CE 3.855 (4.265)] [KD 2.956 (3.320)] 2024-10-15 04:54:30,412 - Train: 78.74% [985050/1251000] [787.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000349] [CE 4.194 (4.300)] [KD 3.329 (3.338)] 2024-10-15 04:54:38,306 - Train: 78.75% [985100/1251000] [787.5/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000349] [CE 4.374 (4.255)] [KD 3.352 (3.288)] 2024-10-15 04:54:45,995 - Train: 78.75% [985150/1251000] [787.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000349] [CE 4.310 (4.212)] [KD 3.206 (3.263)] 2024-10-15 04:54:53,715 - Train: 78.75% [985200/1251000] [787.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000349] [CE 4.429 (4.271)] [KD 3.359 (3.309)] 2024-10-15 04:55:01,404 - Train: 78.76% [985250/1251000] [787.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000349] [CE 4.515 (4.305)] [KD 3.394 (3.334)] 2024-10-15 04:55:09,087 - Train: 78.76% [985300/1251000] [787.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000348] [CE 4.814 (4.297)] [KD 3.675 (3.310)] 2024-10-15 04:55:16,954 - Train: 78.76% [985350/1251000] [787.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000348] [CE 4.254 (4.306)] [KD 3.250 (3.348)] 2024-10-15 04:55:25,078 - Train: 78.77% [985400/1251000] [787.7/1000.0] [batch_t 0.156 (0.162)] [data_t 0.005] [optim_t 0.151] [lr 0.000348] [CE 4.589 (4.280)] [KD 3.497 (3.324)] 2024-10-15 04:55:32,800 - Train: 78.77% [985450/1251000] [787.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000348] [CE 4.604 (4.267)] [KD 3.607 (3.307)] 2024-10-15 04:55:40,572 - Train: 78.78% [985500/1251000] [787.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000348] [CE 4.223 (4.218)] [KD 3.271 (3.281)] 2024-10-15 04:55:48,144 - Train: 78.78% [985550/1251000] [787.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000348] [CE 4.605 (4.281)] [KD 3.560 (3.324)] 2024-10-15 04:55:55,781 - Train: 78.78% [985600/1251000] [787.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000348] [CE 4.170 (4.335)] [KD 3.410 (3.323)] 2024-10-15 04:56:03,420 - Train: 78.79% [985650/1251000] [787.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000348] [CE 3.993 (4.252)] [KD 3.274 (3.314)] 2024-10-15 04:56:11,122 - Train: 78.79% [985700/1251000] [787.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000348] [CE 4.215 (4.284)] [KD 3.326 (3.341)] 2024-10-15 04:56:18,966 - Train: 78.80% [985750/1251000] [788.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000347] [CE 4.888 (4.248)] [KD 3.712 (3.282)] 2024-10-15 04:56:30,311 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 37366] [top5_cnt 46068] [top_all 50000] 2024-10-15 04:56:30,311 - net: 74.732 (92.136) 2024-10-15 04:56:36,182 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38576] [top5_cnt 46609] [top_all 50000] 2024-10-15 04:56:36,183 - net_E: 77.152 (93.218) 2024-10-15 04:56:36,338 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.152 (epoch: 788)] 2024-10-15 04:56:36,339 - ==> Total time: 1 day, 14:54:19 Eta: 10:28:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 04:56:45,415 - Train: 78.80% [985800/1251000] [788.0/1000.0] [batch_t 0.150 (0.203)] [data_t 0.003] [optim_t 0.147] [lr 0.000347] [CE 4.608 (4.442)] [KD 3.595 (3.383)] 2024-10-15 04:56:53,441 - Train: 78.80% [985850/1251000] [788.0/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000347] [CE 4.369 (4.239)] [KD 3.247 (3.289)] 2024-10-15 04:57:01,027 - Train: 78.81% [985900/1251000] [788.1/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000347] [CE 3.813 (4.248)] [KD 2.970 (3.261)] 2024-10-15 04:57:08,881 - Train: 78.81% [985950/1251000] [788.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000347] [CE 4.205 (4.308)] [KD 3.183 (3.332)] 2024-10-15 04:57:16,484 - Train: 78.82% [986000/1251000] [788.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000347] [CE 4.428 (4.221)] [KD 3.485 (3.247)] 2024-10-15 04:57:24,131 - Train: 78.82% [986050/1251000] [788.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000347] [CE 4.346 (4.297)] [KD 3.082 (3.349)] 2024-10-15 04:57:32,129 - Train: 78.82% [986100/1251000] [788.2/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000347] [CE 3.779 (4.248)] [KD 3.132 (3.272)] 2024-10-15 04:57:40,218 - Train: 78.83% [986150/1251000] [788.3/1000.0] [batch_t 0.159 (0.162)] [data_t 0.005] [optim_t 0.154] [lr 0.000347] [CE 4.144 (4.168)] [KD 3.193 (3.280)] 2024-10-15 04:57:47,898 - Train: 78.83% [986200/1251000] [788.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000346] [CE 4.428 (4.150)] [KD 3.486 (3.228)] 2024-10-15 04:57:55,645 - Train: 78.84% [986250/1251000] [788.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000346] [CE 4.130 (4.264)] [KD 3.290 (3.310)] 2024-10-15 04:58:03,435 - Train: 78.84% [986300/1251000] [788.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000346] [CE 3.973 (4.234)] [KD 2.963 (3.293)] 2024-10-15 04:58:11,074 - Train: 78.84% [986350/1251000] [788.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000346] [CE 4.606 (4.260)] [KD 3.580 (3.280)] 2024-10-15 04:58:19,137 - Train: 78.85% [986400/1251000] [788.5/1000.0] [batch_t 0.154 (0.161)] [data_t 0.005] [optim_t 0.150] [lr 0.000346] [CE 3.918 (4.147)] [KD 2.935 (3.232)] 2024-10-15 04:58:26,704 - Train: 78.85% [986450/1251000] [788.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000346] [CE 4.115 (4.301)] [KD 3.187 (3.293)] 2024-10-15 04:58:34,345 - Train: 78.86% [986500/1251000] [788.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000346] [CE 3.552 (4.219)] [KD 2.990 (3.232)] 2024-10-15 04:58:42,254 - Train: 78.86% [986550/1251000] [788.6/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.000346] [CE 4.464 (4.230)] [KD 3.360 (3.282)] 2024-10-15 04:58:50,022 - Train: 78.86% [986600/1251000] [788.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000345] [CE 4.676 (4.273)] [KD 3.766 (3.284)] 2024-10-15 04:58:57,724 - Train: 78.87% [986650/1251000] [788.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000345] [CE 4.272 (4.295)] [KD 3.566 (3.316)] 2024-10-15 04:59:05,700 - Train: 78.87% [986700/1251000] [788.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000345] [CE 4.321 (4.296)] [KD 3.023 (3.289)] 2024-10-15 04:59:13,445 - Train: 78.88% [986750/1251000] [788.8/1000.0] [batch_t 0.276 (0.155)] [data_t 0.004] [optim_t 0.271] [lr 0.000345] [CE 3.827 (4.272)] [KD 2.990 (3.307)] 2024-10-15 04:59:21,125 - Train: 78.88% [986800/1251000] [788.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000345] [CE 4.180 (4.254)] [KD 2.970 (3.276)] 2024-10-15 04:59:28,716 - Train: 78.88% [986850/1251000] [788.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000345] [CE 4.273 (4.269)] [KD 3.352 (3.317)] 2024-10-15 04:59:36,367 - Train: 78.89% [986900/1251000] [788.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000345] [CE 3.867 (4.233)] [KD 2.916 (3.267)] 2024-10-15 04:59:44,350 - Train: 78.89% [986950/1251000] [788.9/1000.0] [batch_t 0.153 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000345] [CE 4.564 (4.195)] [KD 3.336 (3.239)] 2024-10-15 04:59:52,204 - Train: 78.90% [987000/1251000] [789.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000345] [CE 4.111 (4.261)] [KD 3.271 (3.278)] 2024-10-15 05:00:03,827 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37308] [top5_cnt 46080] [top_all 50000] 2024-10-15 05:00:03,828 - net: 74.616 (92.160) 2024-10-15 05:00:09,778 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38560] [top5_cnt 46622] [top_all 50000] 2024-10-15 05:00:09,778 - net_E: 77.120 (93.244) 2024-10-15 05:00:09,950 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.152 (epoch: 788)] 2024-10-15 05:00:09,950 - ==> Total time: 1 day, 14:57:53 Eta: 10:25:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:00:13,923 - Train: 78.90% [987050/1251000] [789.0/1000.0] [batch_t 0.153 (0.191)] [data_t 0.003] [optim_t 0.150] [lr 0.000344] [CE 4.106 (4.273)] [KD 3.256 (3.259)] 2024-10-15 05:00:21,747 - Train: 78.90% [987100/1251000] [789.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000344] [CE 3.997 (4.237)] [KD 3.325 (3.272)] 2024-10-15 05:00:29,339 - Train: 78.91% [987150/1251000] [789.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000344] [CE 4.310 (4.234)] [KD 3.339 (3.286)] 2024-10-15 05:00:37,080 - Train: 78.91% [987200/1251000] [789.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000344] [CE 4.845 (4.218)] [KD 3.617 (3.266)] 2024-10-15 05:00:44,842 - Train: 78.92% [987250/1251000] [789.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000344] [CE 4.322 (4.250)] [KD 3.261 (3.252)] 2024-10-15 05:00:52,555 - Train: 78.92% [987300/1251000] [789.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000344] [CE 4.487 (4.325)] [KD 3.330 (3.329)] 2024-10-15 05:01:00,495 - Train: 78.92% [987350/1251000] [789.2/1000.0] [batch_t 0.292 (0.159)] [data_t 0.003] [optim_t 0.289] [lr 0.000344] [CE 4.652 (4.287)] [KD 3.358 (3.318)] 2024-10-15 05:01:08,235 - Train: 78.93% [987400/1251000] [789.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000344] [CE 4.182 (4.263)] [KD 3.202 (3.291)] 2024-10-15 05:01:16,163 - Train: 78.93% [987450/1251000] [789.3/1000.0] [batch_t 0.157 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000344] [CE 3.963 (4.336)] [KD 3.289 (3.341)] 2024-10-15 05:01:24,124 - Train: 78.94% [987500/1251000] [789.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000343] [CE 3.987 (4.215)] [KD 3.202 (3.282)] 2024-10-15 05:01:32,072 - Train: 78.94% [987550/1251000] [789.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.000343] [CE 4.114 (4.198)] [KD 3.348 (3.246)] 2024-10-15 05:01:39,825 - Train: 78.94% [987600/1251000] [789.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000343] [CE 4.234 (4.266)] [KD 3.210 (3.280)] 2024-10-15 05:01:47,460 - Train: 78.95% [987650/1251000] [789.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000343] [CE 4.227 (4.248)] [KD 3.536 (3.284)] 2024-10-15 05:01:55,095 - Train: 78.95% [987700/1251000] [789.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000343] [CE 4.307 (4.314)] [KD 3.102 (3.328)] 2024-10-15 05:02:02,880 - Train: 78.96% [987750/1251000] [789.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000343] [CE 4.043 (4.299)] [KD 3.022 (3.295)] 2024-10-15 05:02:10,733 - Train: 78.96% [987800/1251000] [789.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000343] [CE 4.333 (4.274)] [KD 3.397 (3.293)] 2024-10-15 05:02:18,599 - Train: 78.96% [987850/1251000] [789.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000343] [CE 4.049 (4.241)] [KD 2.987 (3.261)] 2024-10-15 05:02:26,340 - Train: 78.97% [987900/1251000] [789.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000343] [CE 4.120 (4.243)] [KD 3.312 (3.274)] 2024-10-15 05:02:34,069 - Train: 78.97% [987950/1251000] [789.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000342] [CE 4.362 (4.334)] [KD 3.212 (3.360)] 2024-10-15 05:02:41,661 - Train: 78.98% [988000/1251000] [789.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000342] [CE 4.332 (4.134)] [KD 3.267 (3.224)] 2024-10-15 05:02:49,465 - Train: 78.98% [988050/1251000] [789.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000342] [CE 4.531 (4.216)] [KD 3.571 (3.249)] 2024-10-15 05:02:57,071 - Train: 78.98% [988100/1251000] [789.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000342] [CE 4.763 (4.295)] [KD 3.498 (3.305)] 2024-10-15 05:03:04,846 - Train: 78.99% [988150/1251000] [789.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000342] [CE 4.009 (4.272)] [KD 3.088 (3.303)] 2024-10-15 05:03:12,849 - Train: 78.99% [988200/1251000] [789.9/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000342] [CE 4.436 (4.291)] [KD 3.410 (3.314)] 2024-10-15 05:03:20,417 - Train: 79.00% [988250/1251000] [790.0/1000.0] [batch_t 0.164 (0.151)] [data_t 0.003] [optim_t 0.160] [lr 0.000342] [CE 4.554 (4.241)] [KD 3.493 (3.256)] 2024-10-15 05:03:32,255 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37386] [top5_cnt 46090] [top_all 50000] 2024-10-15 05:03:32,255 - net: 74.772 (92.180) 2024-10-15 05:03:38,283 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38547] [top5_cnt 46609] [top_all 50000] 2024-10-15 05:03:38,283 - net_E: 77.094 (93.218) 2024-10-15 05:03:38,475 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.152 (epoch: 788)] 2024-10-15 05:03:38,476 - ==> Total time: 1 day, 15:01:21 Eta: 10:22:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:03:42,370 - Train: 79.00% [988300/1251000] [790.0/1000.0] [batch_t 0.149 (0.185)] [data_t 0.004] [optim_t 0.146] [lr 0.000342] [CE 3.670 (4.346)] [KD 2.996 (3.332)] 2024-10-15 05:03:50,110 - Train: 79.00% [988350/1251000] [790.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000341] [CE 4.214 (4.149)] [KD 3.072 (3.229)] 2024-10-15 05:03:57,893 - Train: 79.01% [988400/1251000] [790.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000341] [CE 4.159 (4.253)] [KD 3.186 (3.309)] 2024-10-15 05:04:05,840 - Train: 79.01% [988450/1251000] [790.1/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.000341] [CE 3.913 (4.286)] [KD 3.108 (3.254)] 2024-10-15 05:04:13,575 - Train: 79.02% [988500/1251000] [790.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000341] [CE 4.010 (4.304)] [KD 3.332 (3.305)] 2024-10-15 05:04:21,291 - Train: 79.02% [988550/1251000] [790.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000341] [CE 4.515 (4.275)] [KD 3.351 (3.294)] 2024-10-15 05:04:29,118 - Train: 79.02% [988600/1251000] [790.2/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000341] [CE 4.462 (4.304)] [KD 3.370 (3.306)] 2024-10-15 05:04:36,869 - Train: 79.03% [988650/1251000] [790.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000341] [CE 3.831 (4.201)] [KD 3.091 (3.244)] 2024-10-15 05:04:44,819 - Train: 79.03% [988700/1251000] [790.3/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000341] [CE 4.958 (4.251)] [KD 3.653 (3.300)] 2024-10-15 05:04:52,468 - Train: 79.04% [988750/1251000] [790.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000341] [CE 4.248 (4.175)] [KD 3.255 (3.232)] 2024-10-15 05:05:00,391 - Train: 79.04% [988800/1251000] [790.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000340] [CE 4.540 (4.269)] [KD 3.258 (3.296)] 2024-10-15 05:05:08,206 - Train: 79.04% [988850/1251000] [790.4/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.000340] [CE 4.694 (4.274)] [KD 3.563 (3.300)] 2024-10-15 05:05:15,931 - Train: 79.05% [988900/1251000] [790.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000340] [CE 4.297 (4.253)] [KD 3.211 (3.290)] 2024-10-15 05:05:23,756 - Train: 79.05% [988950/1251000] [790.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000340] [CE 4.364 (4.280)] [KD 3.231 (3.316)] 2024-10-15 05:05:31,406 - Train: 79.06% [989000/1251000] [790.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000340] [CE 4.390 (4.280)] [KD 3.375 (3.301)] 2024-10-15 05:05:39,172 - Train: 79.06% [989050/1251000] [790.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000340] [CE 3.504 (4.291)] [KD 2.720 (3.292)] 2024-10-15 05:05:46,955 - Train: 79.06% [989100/1251000] [790.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000340] [CE 4.233 (4.292)] [KD 3.207 (3.321)] 2024-10-15 05:05:54,896 - Train: 79.07% [989150/1251000] [790.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000340] [CE 4.396 (4.239)] [KD 3.379 (3.261)] 2024-10-15 05:06:02,988 - Train: 79.07% [989200/1251000] [790.7/1000.0] [batch_t 0.296 (0.162)] [data_t 0.003] [optim_t 0.293] [lr 0.000340] [CE 4.292 (4.264)] [KD 3.340 (3.315)] 2024-10-15 05:06:10,751 - Train: 79.08% [989250/1251000] [790.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000339] [CE 4.380 (4.274)] [KD 3.518 (3.299)] 2024-10-15 05:06:18,532 - Train: 79.08% [989300/1251000] [790.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000339] [CE 4.267 (4.305)] [KD 3.324 (3.366)] 2024-10-15 05:06:26,191 - Train: 79.08% [989350/1251000] [790.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000339] [CE 4.242 (4.262)] [KD 3.208 (3.263)] 2024-10-15 05:06:33,877 - Train: 79.09% [989400/1251000] [790.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000339] [CE 4.298 (4.329)] [KD 3.113 (3.328)] 2024-10-15 05:06:41,479 - Train: 79.09% [989450/1251000] [790.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000339] [CE 4.401 (4.250)] [KD 3.275 (3.283)] 2024-10-15 05:06:49,302 - Train: 79.10% [989500/1251000] [791.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000339] [CE 3.735 (4.183)] [KD 3.108 (3.249)] 2024-10-15 05:07:01,445 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37272] [top5_cnt 46106] [top_all 50000] 2024-10-15 05:07:01,445 - net: 74.544 (92.212) 2024-10-15 05:07:07,251 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38558] [top5_cnt 46621] [top_all 50000] 2024-10-15 05:07:07,252 - net_E: 77.116 (93.242) 2024-10-15 05:07:07,424 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.152 (epoch: 788)] 2024-10-15 05:07:07,424 - ==> Total time: 1 day, 15:04:50 Eta: 10:19:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:07:11,100 - Train: 79.10% [989550/1251000] [791.0/1000.0] [batch_t 0.154 (0.196)] [data_t 0.005] [optim_t 0.150] [lr 0.000339] [CE 4.669 (4.240)] [KD 3.496 (3.306)] 2024-10-15 05:07:19,012 - Train: 79.10% [989600/1251000] [791.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000339] [CE 4.660 (4.250)] [KD 3.309 (3.276)] 2024-10-15 05:07:26,802 - Train: 79.11% [989650/1251000] [791.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000339] [CE 4.297 (4.230)] [KD 3.407 (3.276)] 2024-10-15 05:07:34,579 - Train: 79.11% [989700/1251000] [791.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000338] [CE 4.593 (4.218)] [KD 3.543 (3.249)] 2024-10-15 05:07:42,174 - Train: 79.12% [989750/1251000] [791.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000338] [CE 4.536 (4.244)] [KD 3.506 (3.265)] 2024-10-15 05:07:49,799 - Train: 79.12% [989800/1251000] [791.2/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000338] [CE 4.012 (4.198)] [KD 2.968 (3.237)] 2024-10-15 05:07:57,532 - Train: 79.12% [989850/1251000] [791.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000338] [CE 4.803 (4.292)] [KD 3.471 (3.313)] 2024-10-15 05:08:05,708 - Train: 79.13% [989900/1251000] [791.3/1000.0] [batch_t 0.149 (0.163)] [data_t 0.004] [optim_t 0.145] [lr 0.000338] [CE 3.938 (4.200)] [KD 3.113 (3.251)] 2024-10-15 05:08:13,651 - Train: 79.13% [989950/1251000] [791.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000338] [CE 4.630 (4.287)] [KD 3.526 (3.297)] 2024-10-15 05:08:21,320 - Train: 79.14% [990000/1251000] [791.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000338] [CE 4.333 (4.259)] [KD 3.312 (3.258)] 2024-10-15 05:08:28,967 - Train: 79.14% [990050/1251000] [791.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000338] [CE 4.436 (4.275)] [KD 3.368 (3.312)] 2024-10-15 05:08:36,724 - Train: 79.14% [990100/1251000] [791.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000337] [CE 4.405 (4.225)] [KD 3.489 (3.279)] 2024-10-15 05:08:44,361 - Train: 79.15% [990150/1251000] [791.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000337] [CE 4.184 (4.248)] [KD 3.278 (3.261)] 2024-10-15 05:08:52,081 - Train: 79.15% [990200/1251000] [791.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000337] [CE 4.017 (4.272)] [KD 3.272 (3.312)] 2024-10-15 05:09:00,011 - Train: 79.16% [990250/1251000] [791.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000337] [CE 4.043 (4.149)] [KD 3.070 (3.240)] 2024-10-15 05:09:07,654 - Train: 79.16% [990300/1251000] [791.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000337] [CE 4.737 (4.256)] [KD 3.469 (3.293)] 2024-10-15 05:09:15,658 - Train: 79.16% [990350/1251000] [791.6/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000337] [CE 4.614 (4.266)] [KD 3.475 (3.275)] 2024-10-15 05:09:23,371 - Train: 79.17% [990400/1251000] [791.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000337] [CE 4.406 (4.214)] [KD 3.549 (3.259)] 2024-10-15 05:09:31,120 - Train: 79.17% [990450/1251000] [791.7/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000337] [CE 4.216 (4.162)] [KD 3.400 (3.265)] 2024-10-15 05:09:38,952 - Train: 79.18% [990500/1251000] [791.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000337] [CE 4.055 (4.363)] [KD 3.199 (3.354)] 2024-10-15 05:09:46,617 - Train: 79.18% [990550/1251000] [791.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000336] [CE 4.564 (4.241)] [KD 3.372 (3.283)] 2024-10-15 05:09:54,389 - Train: 79.18% [990600/1251000] [791.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000336] [CE 3.821 (4.237)] [KD 2.913 (3.274)] 2024-10-15 05:10:01,984 - Train: 79.19% [990650/1251000] [791.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000336] [CE 4.299 (4.145)] [KD 3.233 (3.222)] 2024-10-15 05:10:09,708 - Train: 79.19% [990700/1251000] [791.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.148] [lr 0.000336] [CE 4.204 (4.274)] [KD 3.184 (3.279)] 2024-10-15 05:10:17,645 - Train: 79.20% [990750/1251000] [792.0/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000336] [CE 3.899 (4.240)] [KD 2.941 (3.286)] 2024-10-15 05:10:29,847 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37384] [top5_cnt 46136] [top_all 50000] 2024-10-15 05:10:29,848 - net: 74.768 (92.272) 2024-10-15 05:10:35,651 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38549] [top5_cnt 46604] [top_all 50000] 2024-10-15 05:10:35,652 - net_E: 77.098 (93.208) 2024-10-15 05:10:35,811 - Max [top1: 74.860 (epoch: 786)] [top1-ema: 77.152 (epoch: 788)] 2024-10-15 05:10:35,811 - ==> Total time: 1 day, 15:08:19 Eta: 10:16:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:10:39,360 - Train: 79.20% [990800/1251000] [792.0/1000.0] [batch_t 0.150 (0.204)] [data_t 0.004] [optim_t 0.146] [lr 0.000336] [CE 4.156 (4.040)] [KD 3.043 (3.061)] 2024-10-15 05:10:46,982 - Train: 79.20% [990850/1251000] [792.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000336] [CE 4.309 (4.247)] [KD 3.370 (3.267)] 2024-10-15 05:10:54,552 - Train: 79.21% [990900/1251000] [792.1/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.000336] [CE 4.587 (4.253)] [KD 3.503 (3.248)] 2024-10-15 05:11:02,278 - Train: 79.21% [990950/1251000] [792.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000336] [CE 4.321 (4.262)] [KD 3.457 (3.287)] 2024-10-15 05:11:09,890 - Train: 79.22% [991000/1251000] [792.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000335] [CE 4.609 (4.257)] [KD 3.514 (3.262)] 2024-10-15 05:11:17,811 - Train: 79.22% [991050/1251000] [792.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000335] [CE 4.284 (4.262)] [KD 3.026 (3.278)] 2024-10-15 05:11:25,690 - Train: 79.22% [991100/1251000] [792.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000335] [CE 4.404 (4.262)] [KD 3.303 (3.278)] 2024-10-15 05:11:33,310 - Train: 79.23% [991150/1251000] [792.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000335] [CE 4.521 (4.263)] [KD 3.235 (3.263)] 2024-10-15 05:11:41,357 - Train: 79.23% [991200/1251000] [792.3/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000335] [CE 4.942 (4.233)] [KD 3.598 (3.305)] 2024-10-15 05:11:49,082 - Train: 79.24% [991250/1251000] [792.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000335] [CE 4.259 (4.217)] [KD 3.291 (3.220)] 2024-10-15 05:11:56,695 - Train: 79.24% [991300/1251000] [792.4/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000335] [CE 4.349 (4.214)] [KD 3.239 (3.273)] 2024-10-15 05:12:04,580 - Train: 79.24% [991350/1251000] [792.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000335] [CE 4.111 (4.225)] [KD 3.338 (3.250)] 2024-10-15 05:12:12,227 - Train: 79.25% [991400/1251000] [792.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000335] [CE 4.474 (4.265)] [KD 3.515 (3.307)] 2024-10-15 05:12:20,085 - Train: 79.25% [991450/1251000] [792.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000334] [CE 4.404 (4.215)] [KD 3.258 (3.236)] 2024-10-15 05:12:27,656 - Train: 79.26% [991500/1251000] [792.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000334] [CE 3.504 (4.261)] [KD 2.863 (3.295)] 2024-10-15 05:12:35,332 - Train: 79.26% [991550/1251000] [792.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000334] [CE 3.682 (4.265)] [KD 2.881 (3.278)] 2024-10-15 05:12:43,055 - Train: 79.26% [991600/1251000] [792.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000334] [CE 4.220 (4.306)] [KD 3.156 (3.272)] 2024-10-15 05:12:51,084 - Train: 79.27% [991650/1251000] [792.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000334] [CE 4.087 (4.194)] [KD 2.966 (3.259)] 2024-10-15 05:12:58,771 - Train: 79.27% [991700/1251000] [792.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000334] [CE 4.255 (4.274)] [KD 3.167 (3.277)] 2024-10-15 05:13:06,381 - Train: 79.28% [991750/1251000] [792.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000334] [CE 4.437 (4.189)] [KD 3.243 (3.227)] 2024-10-15 05:13:14,056 - Train: 79.28% [991800/1251000] [792.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000334] [CE 3.884 (4.281)] [KD 3.002 (3.287)] 2024-10-15 05:13:21,610 - Train: 79.28% [991850/1251000] [792.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000334] [CE 4.021 (4.294)] [KD 3.119 (3.323)] 2024-10-15 05:13:29,547 - Train: 79.29% [991900/1251000] [792.9/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000333] [CE 4.154 (4.208)] [KD 3.302 (3.258)] 2024-10-15 05:13:37,237 - Train: 79.29% [991950/1251000] [792.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000333] [CE 4.225 (4.317)] [KD 3.233 (3.326)] 2024-10-15 05:13:44,798 - Train: 79.30% [992000/1251000] [793.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000333] [CE 4.006 (4.329)] [KD 3.113 (3.356)] 2024-10-15 05:13:57,143 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37507] [top5_cnt 46123] [top_all 50000] 2024-10-15 05:13:57,143 - net: 75.014 (92.246) 2024-10-15 05:14:02,933 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38599] [top5_cnt 46609] [top_all 50000] 2024-10-15 05:14:02,933 - net_E: 77.198 (93.218) 2024-10-15 05:14:03,124 - Max [top1: 75.014 (epoch: 793)] [top1-ema: 77.198 (epoch: 793)] 2024-10-15 05:14:03,125 - ==> Total time: 1 day, 15:11:46 Eta: 10:13:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:14:15,015 - Train: 79.30% [992050/1251000] [793.0/1000.0] [batch_t 0.155 (0.237)] [data_t 0.003] [optim_t 0.153] [lr 0.000333] [CE 4.031 (4.019)] [KD 2.962 (3.096)] 2024-10-15 05:14:22,583 - Train: 79.30% [992100/1251000] [793.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000333] [CE 4.729 (4.226)] [KD 3.735 (3.246)] 2024-10-15 05:14:30,354 - Train: 79.31% [992150/1251000] [793.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000333] [CE 4.376 (4.249)] [KD 3.325 (3.262)] 2024-10-15 05:14:38,098 - Train: 79.31% [992200/1251000] [793.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000333] [CE 3.716 (4.190)] [KD 3.041 (3.237)] 2024-10-15 05:14:45,816 - Train: 79.32% [992250/1251000] [793.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000333] [CE 4.025 (4.255)] [KD 3.168 (3.241)] 2024-10-15 05:14:53,656 - Train: 79.32% [992300/1251000] [793.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000333] [CE 4.268 (4.233)] [KD 3.295 (3.236)] 2024-10-15 05:15:01,251 - Train: 79.32% [992350/1251000] [793.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000332] [CE 3.584 (4.270)] [KD 2.977 (3.269)] 2024-10-15 05:15:08,924 - Train: 79.33% [992400/1251000] [793.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000332] [CE 3.886 (4.144)] [KD 3.168 (3.232)] 2024-10-15 05:15:16,606 - Train: 79.33% [992450/1251000] [793.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000332] [CE 4.290 (4.316)] [KD 3.210 (3.285)] 2024-10-15 05:15:24,715 - Train: 79.34% [992500/1251000] [793.4/1000.0] [batch_t 0.152 (0.162)] [data_t 0.005] [optim_t 0.148] [lr 0.000332] [CE 4.241 (4.235)] [KD 3.273 (3.297)] 2024-10-15 05:15:32,617 - Train: 79.34% [992550/1251000] [793.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000332] [CE 4.136 (4.284)] [KD 3.344 (3.298)] 2024-10-15 05:15:40,304 - Train: 79.34% [992600/1251000] [793.4/1000.0] [batch_t 0.162 (0.154)] [data_t 0.004] [optim_t 0.158] [lr 0.000332] [CE 4.555 (4.274)] [KD 3.670 (3.251)] 2024-10-15 05:15:47,947 - Train: 79.35% [992650/1251000] [793.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000332] [CE 4.072 (4.268)] [KD 3.210 (3.281)] 2024-10-15 05:15:55,864 - Train: 79.35% [992700/1251000] [793.5/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000332] [CE 4.153 (4.291)] [KD 3.330 (3.320)] 2024-10-15 05:16:03,611 - Train: 79.36% [992750/1251000] [793.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000332] [CE 4.490 (4.260)] [KD 3.339 (3.254)] 2024-10-15 05:16:11,470 - Train: 79.36% [992800/1251000] [793.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000331] [CE 3.669 (4.230)] [KD 2.951 (3.267)] 2024-10-15 05:16:19,316 - Train: 79.36% [992850/1251000] [793.6/1000.0] [batch_t 0.283 (0.157)] [data_t 0.004] [optim_t 0.279] [lr 0.000331] [CE 4.353 (4.225)] [KD 3.308 (3.246)] 2024-10-15 05:16:27,153 - Train: 79.37% [992900/1251000] [793.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000331] [CE 4.366 (4.250)] [KD 3.388 (3.295)] 2024-10-15 05:16:34,862 - Train: 79.37% [992950/1251000] [793.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000331] [CE 4.438 (4.230)] [KD 3.327 (3.258)] 2024-10-15 05:16:42,723 - Train: 79.38% [993000/1251000] [793.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000331] [CE 3.594 (4.203)] [KD 2.846 (3.252)] 2024-10-15 05:16:50,548 - Train: 79.38% [993050/1251000] [793.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000331] [CE 4.323 (4.213)] [KD 3.415 (3.237)] 2024-10-15 05:16:58,076 - Train: 79.38% [993100/1251000] [793.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000331] [CE 4.660 (4.270)] [KD 3.384 (3.265)] 2024-10-15 05:17:05,794 - Train: 79.39% [993150/1251000] [793.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000331] [CE 4.038 (4.390)] [KD 3.215 (3.331)] 2024-10-15 05:17:13,404 - Train: 79.39% [993200/1251000] [793.9/1000.0] [batch_t 0.168 (0.152)] [data_t 0.004] [optim_t 0.164] [lr 0.000330] [CE 4.735 (4.286)] [KD 3.359 (3.304)] 2024-10-15 05:17:21,219 - Train: 79.40% [993250/1251000] [794.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000330] [CE 4.699 (4.252)] [KD 3.437 (3.299)] 2024-10-15 05:17:33,514 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37118] [top5_cnt 45904] [top_all 50000] 2024-10-15 05:17:33,515 - net: 74.236 (91.808) 2024-10-15 05:17:39,311 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.102)] [top1_cnt 38602] [top5_cnt 46645] [top_all 50000] 2024-10-15 05:17:39,312 - net_E: 77.204 (93.290) 2024-10-15 05:17:39,487 - Max [top1: 75.014 (epoch: 793)] [top1-ema: 77.204 (epoch: 794)] 2024-10-15 05:17:39,488 - ==> Total time: 1 day, 15:15:22 Eta: 10:11:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:17:46,607 - Train: 79.40% [993300/1251000] [794.0/1000.0] [batch_t 0.152 (0.248)] [data_t 0.003] [optim_t 0.149] [lr 0.000330] [CE 4.595 (4.364)] [KD 3.568 (3.316)] 2024-10-15 05:17:54,403 - Train: 79.40% [993350/1251000] [794.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000330] [CE 4.275 (4.242)] [KD 3.262 (3.271)] 2024-10-15 05:18:02,207 - Train: 79.41% [993400/1251000] [794.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000330] [CE 3.987 (4.248)] [KD 3.055 (3.263)] 2024-10-15 05:18:09,992 - Train: 79.41% [993450/1251000] [794.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000330] [CE 4.534 (4.220)] [KD 3.370 (3.243)] 2024-10-15 05:18:17,799 - Train: 79.42% [993500/1251000] [794.2/1000.0] [batch_t 0.164 (0.156)] [data_t 0.005] [optim_t 0.159] [lr 0.000330] [CE 4.044 (4.235)] [KD 3.302 (3.246)] 2024-10-15 05:18:25,463 - Train: 79.42% [993550/1251000] [794.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000330] [CE 4.335 (4.284)] [KD 3.294 (3.271)] 2024-10-15 05:18:33,276 - Train: 79.42% [993600/1251000] [794.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000330] [CE 4.086 (4.250)] [KD 3.111 (3.266)] 2024-10-15 05:18:41,232 - Train: 79.43% [993650/1251000] [794.3/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000329] [CE 4.434 (4.245)] [KD 3.332 (3.248)] 2024-10-15 05:18:49,202 - Train: 79.43% [993700/1251000] [794.3/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000329] [CE 4.209 (4.260)] [KD 3.529 (3.289)] 2024-10-15 05:18:56,909 - Train: 79.44% [993750/1251000] [794.4/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000329] [CE 4.033 (4.163)] [KD 3.028 (3.244)] 2024-10-15 05:19:04,708 - Train: 79.44% [993800/1251000] [794.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000329] [CE 3.806 (4.176)] [KD 3.096 (3.238)] 2024-10-15 05:19:12,332 - Train: 79.44% [993850/1251000] [794.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000329] [CE 4.226 (4.215)] [KD 3.212 (3.280)] 2024-10-15 05:19:20,213 - Train: 79.45% [993900/1251000] [794.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000329] [CE 4.035 (4.160)] [KD 3.244 (3.221)] 2024-10-15 05:19:28,035 - Train: 79.45% [993950/1251000] [794.5/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000329] [CE 4.224 (4.285)] [KD 3.211 (3.307)] 2024-10-15 05:19:35,702 - Train: 79.46% [994000/1251000] [794.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000329] [CE 3.727 (4.285)] [KD 2.797 (3.314)] 2024-10-15 05:19:43,436 - Train: 79.46% [994050/1251000] [794.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000329] [CE 4.360 (4.267)] [KD 3.291 (3.273)] 2024-10-15 05:19:51,361 - Train: 79.46% [994100/1251000] [794.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000328] [CE 4.250 (4.264)] [KD 3.214 (3.268)] 2024-10-15 05:19:59,127 - Train: 79.47% [994150/1251000] [794.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000328] [CE 4.493 (4.234)] [KD 3.581 (3.265)] 2024-10-15 05:20:06,895 - Train: 79.47% [994200/1251000] [794.7/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.158] [lr 0.000328] [CE 3.698 (4.247)] [KD 2.892 (3.266)] 2024-10-15 05:20:14,679 - Train: 79.48% [994250/1251000] [794.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000328] [CE 4.172 (4.189)] [KD 3.214 (3.235)] 2024-10-15 05:20:22,473 - Train: 79.48% [994300/1251000] [794.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000328] [CE 4.947 (4.231)] [KD 3.722 (3.258)] 2024-10-15 05:20:30,270 - Train: 79.48% [994350/1251000] [794.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000328] [CE 4.388 (4.280)] [KD 3.463 (3.270)] 2024-10-15 05:20:37,953 - Train: 79.49% [994400/1251000] [794.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000328] [CE 4.324 (4.264)] [KD 3.109 (3.260)] 2024-10-15 05:20:45,630 - Train: 79.49% [994450/1251000] [794.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000328] [CE 4.073 (4.241)] [KD 3.138 (3.236)] 2024-10-15 05:20:53,550 - Train: 79.50% [994500/1251000] [795.0/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000328] [CE 4.313 (4.247)] [KD 3.315 (3.256)] 2024-10-15 05:21:06,508 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37272] [top5_cnt 46000] [top_all 50000] 2024-10-15 05:21:06,509 - net: 74.544 (92.000) 2024-10-15 05:21:12,559 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 38624] [top5_cnt 46633] [top_all 50000] 2024-10-15 05:21:12,559 - net_E: 77.248 (93.266) 2024-10-15 05:21:12,708 - Max [top1: 75.014 (epoch: 793)] [top1-ema: 77.248 (epoch: 795)] 2024-10-15 05:21:12,708 - ==> Total time: 1 day, 15:18:55 Eta: 10:08:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:21:21,120 - Train: 79.50% [994550/1251000] [795.0/1000.0] [batch_t 0.150 (0.257)] [data_t 0.003] [optim_t 0.148] [lr 0.000327] [CE 4.039 (4.339)] [KD 3.143 (3.289)] 2024-10-15 05:21:28,932 - Train: 79.50% [994600/1251000] [795.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000327] [CE 3.978 (4.242)] [KD 3.252 (3.256)] 2024-10-15 05:21:36,611 - Train: 79.51% [994650/1251000] [795.1/1000.0] [batch_t 0.278 (0.153)] [data_t 0.003] [optim_t 0.275] [lr 0.000327] [CE 4.125 (4.315)] [KD 3.230 (3.288)] 2024-10-15 05:21:44,224 - Train: 79.51% [994700/1251000] [795.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000327] [CE 4.878 (4.284)] [KD 3.824 (3.309)] 2024-10-15 05:21:52,108 - Train: 79.52% [994750/1251000] [795.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000327] [CE 4.196 (4.307)] [KD 3.205 (3.292)] 2024-10-15 05:22:00,102 - Train: 79.52% [994800/1251000] [795.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000327] [CE 3.640 (4.200)] [KD 2.929 (3.223)] 2024-10-15 05:22:07,725 - Train: 79.52% [994850/1251000] [795.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000327] [CE 3.981 (4.216)] [KD 3.263 (3.221)] 2024-10-15 05:22:15,428 - Train: 79.53% [994900/1251000] [795.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000327] [CE 3.258 (4.250)] [KD 2.722 (3.246)] 2024-10-15 05:22:23,074 - Train: 79.53% [994950/1251000] [795.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000327] [CE 3.988 (4.149)] [KD 3.086 (3.204)] 2024-10-15 05:22:30,811 - Train: 79.54% [995000/1251000] [795.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000326] [CE 4.311 (4.202)] [KD 3.422 (3.256)] 2024-10-15 05:22:38,622 - Train: 79.54% [995050/1251000] [795.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000326] [CE 4.705 (4.220)] [KD 3.494 (3.217)] 2024-10-15 05:22:46,417 - Train: 79.54% [995100/1251000] [795.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000326] [CE 4.157 (4.172)] [KD 3.113 (3.219)] 2024-10-15 05:22:53,945 - Train: 79.55% [995150/1251000] [795.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000326] [CE 4.045 (4.225)] [KD 3.225 (3.236)] 2024-10-15 05:23:01,740 - Train: 79.55% [995200/1251000] [795.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000326] [CE 4.283 (4.295)] [KD 3.250 (3.277)] 2024-10-15 05:23:09,439 - Train: 79.56% [995250/1251000] [795.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000326] [CE 4.312 (4.275)] [KD 3.266 (3.265)] 2024-10-15 05:23:17,044 - Train: 79.56% [995300/1251000] [795.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000326] [CE 4.503 (4.182)] [KD 3.402 (3.233)] 2024-10-15 05:23:24,857 - Train: 79.56% [995350/1251000] [795.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000326] [CE 4.214 (4.233)] [KD 3.272 (3.263)] 2024-10-15 05:23:32,556 - Train: 79.57% [995400/1251000] [795.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000326] [CE 4.384 (4.277)] [KD 3.300 (3.280)] 2024-10-15 05:23:40,415 - Train: 79.57% [995450/1251000] [795.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000325] [CE 4.265 (4.306)] [KD 3.038 (3.304)] 2024-10-15 05:23:47,974 - Train: 79.58% [995500/1251000] [795.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000325] [CE 4.447 (4.236)] [KD 3.421 (3.276)] 2024-10-15 05:23:55,502 - Train: 79.58% [995550/1251000] [795.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000325] [CE 3.809 (4.238)] [KD 3.196 (3.265)] 2024-10-15 05:24:03,318 - Train: 79.58% [995600/1251000] [795.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000325] [CE 4.203 (4.233)] [KD 3.342 (3.267)] 2024-10-15 05:24:11,262 - Train: 79.59% [995650/1251000] [795.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000325] [CE 3.973 (4.328)] [KD 3.247 (3.313)] 2024-10-15 05:24:18,923 - Train: 79.59% [995700/1251000] [795.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000325] [CE 3.885 (4.240)] [KD 3.033 (3.251)] 2024-10-15 05:24:26,562 - Train: 79.60% [995750/1251000] [796.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000325] [CE 3.844 (4.197)] [KD 2.936 (3.247)] 2024-10-15 05:24:39,203 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37578] [top5_cnt 46130] [top_all 50000] 2024-10-15 05:24:39,203 - net: 75.156 (92.260) 2024-10-15 05:24:45,135 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38604] [top5_cnt 46635] [top_all 50000] 2024-10-15 05:24:45,136 - net_E: 77.208 (93.270) 2024-10-15 05:24:45,309 - Max [top1: 75.156 (epoch: 796)] [top1-ema: 77.248 (epoch: 795)] 2024-10-15 05:24:45,310 - ==> Total time: 1 day, 15:22:28 Eta: 10:05:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:24:53,461 - Train: 79.60% [995800/1251000] [796.0/1000.0] [batch_t 0.149 (0.236)] [data_t 0.004] [optim_t 0.145] [lr 0.000325] [CE 4.445 (4.334)] [KD 3.480 (3.203)] 2024-10-15 05:25:01,512 - Train: 79.60% [995850/1251000] [796.0/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.000325] [CE 4.531 (4.232)] [KD 3.324 (3.225)] 2024-10-15 05:25:09,219 - Train: 79.61% [995900/1251000] [796.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000324] [CE 4.465 (4.265)] [KD 3.292 (3.260)] 2024-10-15 05:25:16,998 - Train: 79.61% [995950/1251000] [796.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000324] [CE 4.211 (4.244)] [KD 3.351 (3.260)] 2024-10-15 05:25:24,864 - Train: 79.62% [996000/1251000] [796.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000324] [CE 4.415 (4.248)] [KD 3.349 (3.263)] 2024-10-15 05:25:32,716 - Train: 79.62% [996050/1251000] [796.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000324] [CE 4.442 (4.194)] [KD 3.399 (3.205)] 2024-10-15 05:25:40,457 - Train: 79.62% [996100/1251000] [796.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000324] [CE 4.169 (4.251)] [KD 3.273 (3.258)] 2024-10-15 05:25:48,176 - Train: 79.63% [996150/1251000] [796.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000324] [CE 4.242 (4.259)] [KD 3.117 (3.252)] 2024-10-15 05:25:55,837 - Train: 79.63% [996200/1251000] [796.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000324] [CE 4.421 (4.228)] [KD 3.403 (3.235)] 2024-10-15 05:26:03,810 - Train: 79.64% [996250/1251000] [796.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000324] [CE 4.455 (4.298)] [KD 3.500 (3.291)] 2024-10-15 05:26:11,453 - Train: 79.64% [996300/1251000] [796.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000324] [CE 4.871 (4.196)] [KD 3.625 (3.210)] 2024-10-15 05:26:19,204 - Train: 79.64% [996350/1251000] [796.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000323] [CE 4.024 (4.214)] [KD 3.123 (3.250)] 2024-10-15 05:26:27,087 - Train: 79.65% [996400/1251000] [796.5/1000.0] [batch_t 0.158 (0.158)] [data_t 0.004] [optim_t 0.154] [lr 0.000323] [CE 4.039 (4.183)] [KD 3.232 (3.216)] 2024-10-15 05:26:35,125 - Train: 79.65% [996450/1251000] [796.5/1000.0] [batch_t 0.154 (0.161)] [data_t 0.005] [optim_t 0.149] [lr 0.000323] [CE 4.274 (4.221)] [KD 3.374 (3.250)] 2024-10-15 05:26:42,774 - Train: 79.66% [996500/1251000] [796.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000323] [CE 4.561 (4.343)] [KD 3.409 (3.298)] 2024-10-15 05:26:50,564 - Train: 79.66% [996550/1251000] [796.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000323] [CE 3.894 (4.262)] [KD 2.928 (3.281)] 2024-10-15 05:26:58,409 - Train: 79.66% [996600/1251000] [796.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000323] [CE 4.130 (4.288)] [KD 3.221 (3.292)] 2024-10-15 05:27:06,197 - Train: 79.67% [996650/1251000] [796.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000323] [CE 3.380 (4.178)] [KD 3.080 (3.240)] 2024-10-15 05:27:14,250 - Train: 79.67% [996700/1251000] [796.7/1000.0] [batch_t 0.156 (0.161)] [data_t 0.003] [optim_t 0.152] [lr 0.000323] [CE 4.738 (4.314)] [KD 3.379 (3.292)] 2024-10-15 05:27:22,125 - Train: 79.68% [996750/1251000] [796.8/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000323] [CE 3.504 (4.320)] [KD 2.833 (3.280)] 2024-10-15 05:27:29,723 - Train: 79.68% [996800/1251000] [796.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000322] [CE 4.198 (4.244)] [KD 3.123 (3.262)] 2024-10-15 05:27:37,691 - Train: 79.68% [996850/1251000] [796.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000322] [CE 4.305 (4.301)] [KD 3.391 (3.280)] 2024-10-15 05:27:45,279 - Train: 79.69% [996900/1251000] [796.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000322] [CE 4.199 (4.182)] [KD 3.343 (3.264)] 2024-10-15 05:27:52,975 - Train: 79.69% [996950/1251000] [796.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000322] [CE 4.412 (4.247)] [KD 3.430 (3.257)] 2024-10-15 05:28:00,751 - Train: 79.70% [997000/1251000] [797.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000322] [CE 4.739 (4.180)] [KD 3.635 (3.240)] 2024-10-15 05:28:13,675 - Test (net): 100.00% [50/50] [batch_t 0.163 (0.105)] [top1_cnt 37409] [top5_cnt 46105] [top_all 50000] 2024-10-15 05:28:13,676 - net: 74.818 (92.210) 2024-10-15 05:28:19,559 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38622] [top5_cnt 46636] [top_all 50000] 2024-10-15 05:28:19,559 - net_E: 77.244 (93.272) 2024-10-15 05:28:19,807 - Max [top1: 75.156 (epoch: 796)] [top1-ema: 77.248 (epoch: 795)] 2024-10-15 05:28:19,807 - ==> Total time: 1 day, 15:26:03 Eta: 10:02:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:28:22,910 - Train: 79.70% [997050/1251000] [797.0/1000.0] [batch_t 0.149 (0.318)] [data_t 0.004] [optim_t 0.144] [lr 0.000322] [CE 4.276 (4.138)] [KD 3.172 (3.148)] 2024-10-15 05:28:30,522 - Train: 79.70% [997100/1251000] [797.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000322] [CE 4.331 (4.230)] [KD 3.182 (3.237)] 2024-10-15 05:28:38,423 - Train: 79.71% [997150/1251000] [797.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000322] [CE 4.334 (4.263)] [KD 3.420 (3.242)] 2024-10-15 05:28:46,287 - Train: 79.71% [997200/1251000] [797.1/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000322] [CE 4.045 (4.229)] [KD 3.058 (3.202)] 2024-10-15 05:28:54,195 - Train: 79.72% [997250/1251000] [797.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000321] [CE 3.806 (4.249)] [KD 2.919 (3.238)] 2024-10-15 05:29:02,172 - Train: 79.72% [997300/1251000] [797.2/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000321] [CE 3.828 (4.270)] [KD 3.212 (3.258)] 2024-10-15 05:29:09,877 - Train: 79.72% [997350/1251000] [797.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000321] [CE 4.649 (4.212)] [KD 3.378 (3.202)] 2024-10-15 05:29:17,647 - Train: 79.73% [997400/1251000] [797.3/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000321] [CE 4.632 (4.242)] [KD 3.541 (3.249)] 2024-10-15 05:29:25,541 - Train: 79.73% [997450/1251000] [797.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000321] [CE 3.899 (4.335)] [KD 3.058 (3.304)] 2024-10-15 05:29:33,253 - Train: 79.74% [997500/1251000] [797.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000321] [CE 4.159 (4.242)] [KD 2.969 (3.241)] 2024-10-15 05:29:41,325 - Train: 79.74% [997550/1251000] [797.4/1000.0] [batch_t 0.151 (0.161)] [data_t 0.006] [optim_t 0.145] [lr 0.000321] [CE 4.169 (4.292)] [KD 3.196 (3.272)] 2024-10-15 05:29:48,923 - Train: 79.74% [997600/1251000] [797.4/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000321] [CE 4.222 (4.251)] [KD 3.125 (3.253)] 2024-10-15 05:29:56,626 - Train: 79.75% [997650/1251000] [797.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000321] [CE 4.301 (4.294)] [KD 3.371 (3.306)] 2024-10-15 05:30:04,401 - Train: 79.75% [997700/1251000] [797.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000320] [CE 4.392 (4.206)] [KD 3.403 (3.259)] 2024-10-15 05:30:12,119 - Train: 79.76% [997750/1251000] [797.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000320] [CE 4.387 (4.205)] [KD 3.429 (3.235)] 2024-10-15 05:30:19,888 - Train: 79.76% [997800/1251000] [797.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000320] [CE 4.195 (4.280)] [KD 3.078 (3.256)] 2024-10-15 05:30:27,750 - Train: 79.76% [997850/1251000] [797.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000320] [CE 4.306 (4.181)] [KD 3.004 (3.223)] 2024-10-15 05:30:35,492 - Train: 79.77% [997900/1251000] [797.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000320] [CE 4.150 (4.186)] [KD 3.002 (3.199)] 2024-10-15 05:30:43,152 - Train: 79.77% [997950/1251000] [797.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000320] [CE 4.522 (4.193)] [KD 3.358 (3.245)] 2024-10-15 05:30:51,002 - Train: 79.78% [998000/1251000] [797.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000320] [CE 4.896 (4.278)] [KD 3.582 (3.261)] 2024-10-15 05:30:58,898 - Train: 79.78% [998050/1251000] [797.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000320] [CE 4.461 (4.382)] [KD 3.396 (3.333)] 2024-10-15 05:31:06,630 - Train: 79.78% [998100/1251000] [797.8/1000.0] [batch_t 0.272 (0.155)] [data_t 0.004] [optim_t 0.267] [lr 0.000320] [CE 4.510 (4.243)] [KD 3.397 (3.236)] 2024-10-15 05:31:14,390 - Train: 79.79% [998150/1251000] [797.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000319] [CE 3.869 (4.180)] [KD 2.920 (3.204)] 2024-10-15 05:31:21,979 - Train: 79.79% [998200/1251000] [797.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000319] [CE 3.968 (4.283)] [KD 3.092 (3.272)] 2024-10-15 05:31:29,797 - Train: 79.80% [998250/1251000] [798.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000319] [CE 3.473 (4.288)] [KD 2.759 (3.262)] 2024-10-15 05:31:42,870 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37315] [top5_cnt 46038] [top_all 50000] 2024-10-15 05:31:42,870 - net: 74.630 (92.076) 2024-10-15 05:31:48,656 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38631] [top5_cnt 46656] [top_all 50000] 2024-10-15 05:31:48,657 - net_E: 77.262 (93.312) 2024-10-15 05:31:48,864 - Max [top1: 75.156 (epoch: 796)] [top1-ema: 77.262 (epoch: 798)] 2024-10-15 05:31:48,864 - ==> Total time: 1 day, 15:29:32 Eta: 9:59:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:31:57,717 - Train: 79.80% [998300/1251000] [798.0/1000.0] [batch_t 0.149 (0.344)] [data_t 0.003] [optim_t 0.146] [lr 0.000319] [CE 4.690 (4.449)] [KD 3.342 (3.303)] 2024-10-15 05:32:05,485 - Train: 79.80% [998350/1251000] [798.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000319] [CE 4.201 (4.262)] [KD 3.132 (3.270)] 2024-10-15 05:32:13,222 - Train: 79.81% [998400/1251000] [798.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000319] [CE 3.742 (4.128)] [KD 2.853 (3.164)] 2024-10-15 05:32:21,277 - Train: 79.81% [998450/1251000] [798.1/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.149] [lr 0.000319] [CE 4.350 (4.223)] [KD 3.358 (3.204)] 2024-10-15 05:32:28,945 - Train: 79.82% [998500/1251000] [798.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000319] [CE 4.279 (4.218)] [KD 3.216 (3.230)] 2024-10-15 05:32:36,674 - Train: 79.82% [998550/1251000] [798.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000319] [CE 4.465 (4.237)] [KD 3.241 (3.219)] 2024-10-15 05:32:44,540 - Train: 79.82% [998600/1251000] [798.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000318] [CE 4.122 (4.276)] [KD 3.135 (3.287)] 2024-10-15 05:32:52,240 - Train: 79.83% [998650/1251000] [798.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000318] [CE 4.164 (4.267)] [KD 3.163 (3.253)] 2024-10-15 05:32:59,957 - Train: 79.83% [998700/1251000] [798.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000318] [CE 4.362 (4.345)] [KD 3.098 (3.289)] 2024-10-15 05:33:07,774 - Train: 79.84% [998750/1251000] [798.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000318] [CE 3.858 (4.227)] [KD 2.939 (3.223)] 2024-10-15 05:33:15,371 - Train: 79.84% [998800/1251000] [798.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000318] [CE 3.434 (4.294)] [KD 2.797 (3.259)] 2024-10-15 05:33:23,248 - Train: 79.84% [998850/1251000] [798.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000318] [CE 4.242 (4.227)] [KD 3.184 (3.209)] 2024-10-15 05:33:30,961 - Train: 79.85% [998900/1251000] [798.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000318] [CE 4.458 (4.239)] [KD 3.466 (3.236)] 2024-10-15 05:33:38,646 - Train: 79.85% [998950/1251000] [798.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000318] [CE 4.322 (4.250)] [KD 3.162 (3.251)] 2024-10-15 05:33:46,555 - Train: 79.86% [999000/1251000] [798.6/1000.0] [batch_t 0.154 (0.158)] [data_t 0.006] [optim_t 0.148] [lr 0.000318] [CE 4.853 (4.229)] [KD 3.811 (3.258)] 2024-10-15 05:33:54,353 - Train: 79.86% [999050/1251000] [798.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000317] [CE 3.598 (4.254)] [KD 3.065 (3.239)] 2024-10-15 05:34:02,245 - Train: 79.86% [999100/1251000] [798.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000317] [CE 4.449 (4.219)] [KD 3.349 (3.234)] 2024-10-15 05:34:10,083 - Train: 79.87% [999150/1251000] [798.7/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000317] [CE 4.253 (4.237)] [KD 3.147 (3.270)] 2024-10-15 05:34:17,722 - Train: 79.87% [999200/1251000] [798.7/1000.0] [batch_t 0.164 (0.153)] [data_t 0.004] [optim_t 0.160] [lr 0.000317] [CE 4.454 (4.259)] [KD 3.577 (3.275)] 2024-10-15 05:34:25,423 - Train: 79.88% [999250/1251000] [798.8/1000.0] [batch_t 0.161 (0.154)] [data_t 0.005] [optim_t 0.156] [lr 0.000317] [CE 4.294 (4.282)] [KD 3.158 (3.226)] 2024-10-15 05:34:33,458 - Train: 79.88% [999300/1251000] [798.8/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.147] [lr 0.000317] [CE 3.704 (4.245)] [KD 2.935 (3.279)] 2024-10-15 05:34:41,115 - Train: 79.88% [999350/1251000] [798.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000317] [CE 4.092 (4.250)] [KD 3.171 (3.258)] 2024-10-15 05:34:48,952 - Train: 79.89% [999400/1251000] [798.9/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000317] [CE 4.220 (4.169)] [KD 3.238 (3.201)] 2024-10-15 05:34:56,681 - Train: 79.89% [999450/1251000] [798.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000317] [CE 3.947 (4.298)] [KD 3.072 (3.286)] 2024-10-15 05:35:04,441 - Train: 79.90% [999500/1251000] [799.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000316] [CE 4.299 (4.203)] [KD 3.378 (3.233)] 2024-10-15 05:35:17,676 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37578] [top5_cnt 46150] [top_all 50000] 2024-10-15 05:35:17,677 - net: 75.156 (92.300) 2024-10-15 05:35:23,539 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38662] [top5_cnt 46663] [top_all 50000] 2024-10-15 05:35:23,539 - net_E: 77.324 (93.326) 2024-10-15 05:35:23,671 - Max [top1: 75.156 (epoch: 796)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:35:23,671 - ==> Total time: 1 day, 15:33:06 Eta: 9:56:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:35:30,517 - Train: 79.90% [999550/1251000] [799.0/1000.0] [batch_t 0.667 (0.667)] [data_t 0.504] [optim_t 0.163] [lr 0.000316] [CE 4.221 (4.221)] [KD 3.122 (3.122)] 2024-10-15 05:35:38,375 - Train: 79.90% [999600/1251000] [799.0/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000316] [CE 3.957 (4.209)] [KD 2.990 (3.187)] 2024-10-15 05:35:46,051 - Train: 79.91% [999650/1251000] [799.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000316] [CE 4.450 (4.219)] [KD 3.427 (3.242)] 2024-10-15 05:35:53,949 - Train: 79.91% [999700/1251000] [799.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000316] [CE 4.587 (4.290)] [KD 3.224 (3.268)] 2024-10-15 05:36:01,524 - Train: 79.92% [999750/1251000] [799.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000316] [CE 4.238 (4.225)] [KD 3.138 (3.230)] 2024-10-15 05:36:09,179 - Train: 79.92% [999800/1251000] [799.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000316] [CE 4.113 (4.258)] [KD 3.042 (3.257)] 2024-10-15 05:36:17,098 - Train: 79.92% [999850/1251000] [799.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.006] [optim_t 0.145] [lr 0.000316] [CE 3.677 (4.288)] [KD 2.890 (3.284)] 2024-10-15 05:36:24,755 - Train: 79.93% [999900/1251000] [799.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000316] [CE 4.164 (4.191)] [KD 3.277 (3.196)] 2024-10-15 05:36:32,562 - Train: 79.93% [999950/1251000] [799.3/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000315] [CE 4.227 (4.202)] [KD 3.117 (3.193)] 2024-10-15 05:36:40,559 - Train: 79.94% [1000000/1251000] [799.4/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000315] [CE 4.301 (4.247)] [KD 3.180 (3.234)] 2024-10-15 05:36:48,429 - Train: 79.94% [1000050/1251000] [799.4/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000315] [CE 4.707 (4.267)] [KD 3.438 (3.204)] 2024-10-15 05:36:56,025 - Train: 79.94% [1000100/1251000] [799.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000315] [CE 4.932 (4.223)] [KD 3.652 (3.229)] 2024-10-15 05:37:03,635 - Train: 79.95% [1000150/1251000] [799.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000315] [CE 4.217 (4.288)] [KD 3.023 (3.283)] 2024-10-15 05:37:11,261 - Train: 79.95% [1000200/1251000] [799.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000315] [CE 4.433 (4.229)] [KD 3.598 (3.236)] 2024-10-15 05:37:18,987 - Train: 79.96% [1000250/1251000] [799.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000315] [CE 4.239 (4.229)] [KD 3.226 (3.209)] 2024-10-15 05:37:26,916 - Train: 79.96% [1000300/1251000] [799.6/1000.0] [batch_t 0.168 (0.158)] [data_t 0.004] [optim_t 0.164] [lr 0.000315] [CE 4.235 (4.209)] [KD 3.420 (3.218)] 2024-10-15 05:37:34,658 - Train: 79.96% [1000350/1251000] [799.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000315] [CE 4.374 (4.208)] [KD 3.240 (3.218)] 2024-10-15 05:37:42,449 - Train: 79.97% [1000400/1251000] [799.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000314] [CE 4.429 (4.196)] [KD 3.271 (3.250)] 2024-10-15 05:37:50,450 - Train: 79.97% [1000450/1251000] [799.7/1000.0] [batch_t 0.161 (0.160)] [data_t 0.004] [optim_t 0.158] [lr 0.000314] [CE 4.507 (4.266)] [KD 3.390 (3.241)] 2024-10-15 05:37:58,069 - Train: 79.98% [1000500/1251000] [799.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000314] [CE 3.712 (4.287)] [KD 2.976 (3.234)] 2024-10-15 05:38:05,699 - Train: 79.98% [1000550/1251000] [799.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000314] [CE 4.200 (4.210)] [KD 3.384 (3.218)] 2024-10-15 05:38:13,391 - Train: 79.98% [1000600/1251000] [799.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000314] [CE 4.558 (4.256)] [KD 3.514 (3.248)] 2024-10-15 05:38:20,977 - Train: 79.99% [1000650/1251000] [799.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000314] [CE 4.876 (4.264)] [KD 3.486 (3.253)] 2024-10-15 05:38:28,845 - Train: 79.99% [1000700/1251000] [799.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000314] [CE 4.352 (4.267)] [KD 3.268 (3.227)] 2024-10-15 05:38:36,643 - Train: 80.00% [1000750/1251000] [800.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000314] [CE 4.457 (4.233)] [KD 3.625 (3.236)] 2024-10-15 05:38:44,236 - Train: 80.00% [1000800/1251000] [800.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.005] [optim_t 0.141] [lr 0.000314] [CE 4.165 (4.221)] [KD 3.289 (3.228)] 2024-10-15 05:38:49,997 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 37559] [top5_cnt 46194] [top_all 50000] 2024-10-15 05:38:49,998 - net: 75.118 (92.388) 2024-10-15 05:38:55,816 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38660] [top5_cnt 46671] [top_all 50000] 2024-10-15 05:38:55,816 - net_E: 77.320 (93.342) 2024-10-15 05:38:55,970 - Max [top1: 75.156 (epoch: 796)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:38:55,971 - ==> Total time: 1 day, 15:36:39 Eta: 9:54:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:39:06,661 - Train: 80.00% [1000850/1251000] [800.0/1000.0] [batch_t 0.150 (0.168)] [data_t 0.005] [optim_t 0.146] [lr 0.000314] [CE 3.891 (4.272)] [KD 3.165 (3.239)] 2024-10-15 05:39:14,415 - Train: 80.01% [1000900/1251000] [800.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000313] [CE 3.812 (4.185)] [KD 2.965 (3.158)] 2024-10-15 05:39:21,987 - Train: 80.01% [1000950/1251000] [800.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000313] [CE 4.102 (4.066)] [KD 3.120 (3.107)] 2024-10-15 05:39:29,593 - Train: 80.02% [1001000/1251000] [800.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000313] [CE 4.745 (4.264)] [KD 3.395 (3.224)] 2024-10-15 05:39:37,173 - Train: 80.02% [1001050/1251000] [800.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000313] [CE 4.054 (4.205)] [KD 3.239 (3.192)] 2024-10-15 05:39:45,365 - Train: 80.02% [1001100/1251000] [800.2/1000.0] [batch_t 0.147 (0.164)] [data_t 0.004] [optim_t 0.143] [lr 0.000313] [CE 4.358 (4.239)] [KD 3.340 (3.208)] 2024-10-15 05:39:53,236 - Train: 80.03% [1001150/1251000] [800.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000313] [CE 4.579 (4.263)] [KD 3.454 (3.241)] 2024-10-15 05:40:00,953 - Train: 80.03% [1001200/1251000] [800.3/1000.0] [batch_t 0.307 (0.154)] [data_t 0.004] [optim_t 0.303] [lr 0.000313] [CE 4.210 (4.264)] [KD 3.207 (3.268)] 2024-10-15 05:40:08,627 - Train: 80.04% [1001250/1251000] [800.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000313] [CE 4.262 (4.202)] [KD 3.263 (3.228)] 2024-10-15 05:40:16,239 - Train: 80.04% [1001300/1251000] [800.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000313] [CE 4.357 (4.288)] [KD 3.405 (3.268)] 2024-10-15 05:40:24,009 - Train: 80.04% [1001350/1251000] [800.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000312] [CE 4.427 (4.228)] [KD 3.185 (3.197)] 2024-10-15 05:40:31,678 - Train: 80.05% [1001400/1251000] [800.5/1000.0] [batch_t 0.165 (0.153)] [data_t 0.004] [optim_t 0.161] [lr 0.000312] [CE 4.245 (4.232)] [KD 3.131 (3.214)] 2024-10-15 05:40:39,411 - Train: 80.05% [1001450/1251000] [800.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000312] [CE 3.924 (4.311)] [KD 2.995 (3.271)] 2024-10-15 05:40:47,139 - Train: 80.06% [1001500/1251000] [800.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000312] [CE 3.915 (4.194)] [KD 3.194 (3.236)] 2024-10-15 05:40:55,198 - Train: 80.06% [1001550/1251000] [800.6/1000.0] [batch_t 0.160 (0.161)] [data_t 0.003] [optim_t 0.156] [lr 0.000312] [CE 4.773 (4.190)] [KD 3.606 (3.226)] 2024-10-15 05:41:02,824 - Train: 80.06% [1001600/1251000] [800.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000312] [CE 4.392 (4.217)] [KD 3.375 (3.228)] 2024-10-15 05:41:10,608 - Train: 80.07% [1001650/1251000] [800.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000312] [CE 3.994 (4.210)] [KD 3.025 (3.205)] 2024-10-15 05:41:18,245 - Train: 80.07% [1001700/1251000] [800.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000312] [CE 4.136 (4.229)] [KD 3.214 (3.239)] 2024-10-15 05:41:26,094 - Train: 80.08% [1001750/1251000] [800.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000312] [CE 4.434 (4.208)] [KD 3.286 (3.244)] 2024-10-15 05:41:33,691 - Train: 80.08% [1001800/1251000] [800.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000311] [CE 4.276 (4.239)] [KD 3.219 (3.238)] 2024-10-15 05:41:41,340 - Train: 80.08% [1001850/1251000] [800.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000311] [CE 3.946 (4.251)] [KD 3.022 (3.232)] 2024-10-15 05:41:49,046 - Train: 80.09% [1001900/1251000] [800.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000311] [CE 4.368 (4.296)] [KD 3.286 (3.263)] 2024-10-15 05:41:57,205 - Train: 80.09% [1001950/1251000] [800.9/1000.0] [batch_t 0.151 (0.163)] [data_t 0.004] [optim_t 0.147] [lr 0.000311] [CE 4.047 (4.258)] [KD 3.185 (3.232)] 2024-10-15 05:42:04,974 - Train: 80.10% [1002000/1251000] [801.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000311] [CE 4.318 (4.263)] [KD 3.208 (3.225)] 2024-10-15 05:42:12,457 - Train: 80.10% [1002050/1251000] [801.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.005] [optim_t 0.138] [lr 0.000311] [CE 4.702 (4.375)] [KD 3.390 (3.306)] 2024-10-15 05:42:18,308 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 37511] [top5_cnt 46171] [top_all 50000] 2024-10-15 05:42:18,308 - net: 75.022 (92.342) 2024-10-15 05:42:24,126 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 38640] [top5_cnt 46670] [top_all 50000] 2024-10-15 05:42:24,127 - net_E: 77.280 (93.340) 2024-10-15 05:42:24,270 - Max [top1: 75.156 (epoch: 796)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:42:24,271 - ==> Total time: 1 day, 15:40:07 Eta: 9:51:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:42:33,833 - Train: 80.10% [1002100/1251000] [801.0/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000311] [CE 4.196 (4.182)] [KD 3.170 (3.142)] 2024-10-15 05:42:41,514 - Train: 80.11% [1002150/1251000] [801.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000311] [CE 4.284 (4.270)] [KD 3.180 (3.244)] 2024-10-15 05:42:49,189 - Train: 80.11% [1002200/1251000] [801.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000311] [CE 4.314 (4.197)] [KD 3.075 (3.195)] 2024-10-15 05:42:56,749 - Train: 80.12% [1002250/1251000] [801.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000310] [CE 4.131 (4.201)] [KD 3.201 (3.190)] 2024-10-15 05:43:04,912 - Train: 80.12% [1002300/1251000] [801.2/1000.0] [batch_t 0.153 (0.163)] [data_t 0.004] [optim_t 0.149] [lr 0.000310] [CE 4.706 (4.183)] [KD 3.319 (3.195)] 2024-10-15 05:43:12,655 - Train: 80.12% [1002350/1251000] [801.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000310] [CE 3.668 (4.269)] [KD 2.841 (3.275)] 2024-10-15 05:43:20,408 - Train: 80.13% [1002400/1251000] [801.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000310] [CE 4.025 (4.293)] [KD 2.998 (3.272)] 2024-10-15 05:43:28,074 - Train: 80.13% [1002450/1251000] [801.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000310] [CE 4.278 (4.284)] [KD 3.180 (3.239)] 2024-10-15 05:43:35,656 - Train: 80.14% [1002500/1251000] [801.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000310] [CE 4.249 (4.271)] [KD 3.170 (3.204)] 2024-10-15 05:43:43,339 - Train: 80.14% [1002550/1251000] [801.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000310] [CE 4.022 (4.220)] [KD 3.210 (3.208)] 2024-10-15 05:43:51,134 - Train: 80.14% [1002600/1251000] [801.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000310] [CE 4.388 (4.280)] [KD 3.172 (3.274)] 2024-10-15 05:43:58,688 - Train: 80.15% [1002650/1251000] [801.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000310] [CE 4.340 (4.253)] [KD 3.289 (3.246)] 2024-10-15 05:44:06,465 - Train: 80.15% [1002700/1251000] [801.5/1000.0] [batch_t 0.259 (0.155)] [data_t 0.005] [optim_t 0.254] [lr 0.000309] [CE 4.858 (4.265)] [KD 3.488 (3.235)] 2024-10-15 05:44:14,268 - Train: 80.16% [1002750/1251000] [801.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.006] [optim_t 0.149] [lr 0.000309] [CE 3.932 (4.283)] [KD 2.850 (3.244)] 2024-10-15 05:44:21,989 - Train: 80.16% [1002800/1251000] [801.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000309] [CE 4.035 (4.201)] [KD 2.998 (3.185)] 2024-10-15 05:44:29,614 - Train: 80.16% [1002850/1251000] [801.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000309] [CE 4.375 (4.218)] [KD 3.242 (3.227)] 2024-10-15 05:44:37,272 - Train: 80.17% [1002900/1251000] [801.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000309] [CE 4.548 (4.249)] [KD 3.400 (3.209)] 2024-10-15 05:44:45,104 - Train: 80.17% [1002950/1251000] [801.7/1000.0] [batch_t 0.171 (0.157)] [data_t 0.004] [optim_t 0.166] [lr 0.000309] [CE 4.778 (4.259)] [KD 3.474 (3.228)] 2024-10-15 05:44:52,975 - Train: 80.18% [1003000/1251000] [801.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000309] [CE 4.282 (4.276)] [KD 3.226 (3.249)] 2024-10-15 05:45:00,704 - Train: 80.18% [1003050/1251000] [801.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000309] [CE 4.379 (4.214)] [KD 3.315 (3.257)] 2024-10-15 05:45:08,378 - Train: 80.18% [1003100/1251000] [801.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000309] [CE 3.986 (4.235)] [KD 3.033 (3.201)] 2024-10-15 05:45:16,446 - Train: 80.19% [1003150/1251000] [801.9/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.147] [lr 0.000308] [CE 4.135 (4.227)] [KD 3.138 (3.213)] 2024-10-15 05:45:23,992 - Train: 80.19% [1003200/1251000] [801.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000308] [CE 4.087 (4.252)] [KD 3.108 (3.233)] 2024-10-15 05:45:31,687 - Train: 80.20% [1003250/1251000] [802.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000308] [CE 4.296 (4.268)] [KD 3.234 (3.223)] 2024-10-15 05:45:39,278 - Train: 80.20% [1003300/1251000] [802.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.006] [optim_t 0.138] [lr 0.000308] [CE 4.370 (4.230)] [KD 3.140 (3.238)] 2024-10-15 05:45:45,287 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37604] [top5_cnt 46148] [top_all 50000] 2024-10-15 05:45:45,287 - net: 75.208 (92.296) 2024-10-15 05:45:51,150 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38651] [top5_cnt 46645] [top_all 50000] 2024-10-15 05:45:51,151 - net_E: 77.302 (93.290) 2024-10-15 05:45:51,325 - Max [top1: 75.208 (epoch: 802)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:45:51,326 - ==> Total time: 1 day, 15:43:34 Eta: 9:48:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:46:06,989 - Train: 80.20% [1003350/1251000] [802.0/1000.0] [batch_t 0.152 (0.166)] [data_t 0.004] [optim_t 0.148] [lr 0.000308] [CE 4.081 (4.186)] [KD 3.132 (3.179)] 2024-10-15 05:46:14,962 - Train: 80.21% [1003400/1251000] [802.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000308] [CE 3.819 (4.273)] [KD 2.826 (3.217)] 2024-10-15 05:46:22,574 - Train: 80.21% [1003450/1251000] [802.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000308] [CE 4.187 (4.204)] [KD 3.310 (3.191)] 2024-10-15 05:46:30,681 - Train: 80.22% [1003500/1251000] [802.2/1000.0] [batch_t 0.155 (0.162)] [data_t 0.004] [optim_t 0.151] [lr 0.000308] [CE 4.196 (4.208)] [KD 3.254 (3.206)] 2024-10-15 05:46:38,317 - Train: 80.22% [1003550/1251000] [802.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000308] [CE 4.528 (4.261)] [KD 3.247 (3.209)] 2024-10-15 05:46:46,060 - Train: 80.22% [1003600/1251000] [802.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000308] [CE 4.413 (4.208)] [KD 3.264 (3.188)] 2024-10-15 05:46:53,781 - Train: 80.23% [1003650/1251000] [802.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000307] [CE 4.070 (4.214)] [KD 2.983 (3.214)] 2024-10-15 05:47:01,464 - Train: 80.23% [1003700/1251000] [802.3/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000307] [CE 4.585 (4.306)] [KD 3.534 (3.243)] 2024-10-15 05:47:09,274 - Train: 80.24% [1003750/1251000] [802.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000307] [CE 4.113 (4.221)] [KD 3.149 (3.189)] 2024-10-15 05:47:17,090 - Train: 80.24% [1003800/1251000] [802.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000307] [CE 4.396 (4.219)] [KD 3.423 (3.213)] 2024-10-15 05:47:24,692 - Train: 80.24% [1003850/1251000] [802.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000307] [CE 4.453 (4.207)] [KD 3.239 (3.188)] 2024-10-15 05:47:32,367 - Train: 80.25% [1003900/1251000] [802.5/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.000307] [CE 4.303 (4.148)] [KD 3.217 (3.152)] 2024-10-15 05:47:40,334 - Train: 80.25% [1003950/1251000] [802.5/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000307] [CE 3.879 (4.283)] [KD 3.198 (3.237)] 2024-10-15 05:47:48,234 - Train: 80.26% [1004000/1251000] [802.6/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000307] [CE 4.768 (4.249)] [KD 3.525 (3.226)] 2024-10-15 05:47:56,068 - Train: 80.26% [1004050/1251000] [802.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000307] [CE 4.844 (4.191)] [KD 3.502 (3.183)] 2024-10-15 05:48:03,729 - Train: 80.26% [1004100/1251000] [802.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000306] [CE 4.549 (4.251)] [KD 3.145 (3.224)] 2024-10-15 05:48:11,535 - Train: 80.27% [1004150/1251000] [802.7/1000.0] [batch_t 0.160 (0.156)] [data_t 0.004] [optim_t 0.156] [lr 0.000306] [CE 4.113 (4.302)] [KD 3.079 (3.273)] 2024-10-15 05:48:19,123 - Train: 80.27% [1004200/1251000] [802.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000306] [CE 4.081 (4.291)] [KD 3.128 (3.220)] 2024-10-15 05:48:26,943 - Train: 80.28% [1004250/1251000] [802.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000306] [CE 4.486 (4.226)] [KD 3.092 (3.199)] 2024-10-15 05:48:34,569 - Train: 80.28% [1004300/1251000] [802.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000306] [CE 4.258 (4.280)] [KD 3.291 (3.249)] 2024-10-15 05:48:42,529 - Train: 80.28% [1004350/1251000] [802.8/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000306] [CE 4.312 (4.235)] [KD 3.012 (3.197)] 2024-10-15 05:48:50,231 - Train: 80.29% [1004400/1251000] [802.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000306] [CE 4.224 (4.307)] [KD 2.973 (3.249)] 2024-10-15 05:48:57,958 - Train: 80.29% [1004450/1251000] [802.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000306] [CE 4.095 (4.230)] [KD 3.270 (3.213)] 2024-10-15 05:49:05,593 - Train: 80.30% [1004500/1251000] [803.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000306] [CE 3.657 (4.214)] [KD 2.929 (3.216)] 2024-10-15 05:49:13,234 - Train: 80.30% [1004550/1251000] [803.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000305] [CE 4.828 (4.247)] [KD 3.463 (3.238)] 2024-10-15 05:49:19,405 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37511] [top5_cnt 46141] [top_all 50000] 2024-10-15 05:49:19,405 - net: 75.022 (92.282) 2024-10-15 05:49:25,245 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38659] [top5_cnt 46631] [top_all 50000] 2024-10-15 05:49:25,246 - net_E: 77.318 (93.262) 2024-10-15 05:49:25,430 - Max [top1: 75.208 (epoch: 802)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:49:25,431 - ==> Total time: 1 day, 15:47:08 Eta: 9:45:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:49:35,159 - Train: 80.30% [1004600/1251000] [803.0/1000.0] [batch_t 0.150 (0.168)] [data_t 0.004] [optim_t 0.146] [lr 0.000305] [CE 4.339 (4.258)] [KD 3.205 (3.217)] 2024-10-15 05:49:43,053 - Train: 80.31% [1004650/1251000] [803.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.142] [lr 0.000305] [CE 3.999 (4.261)] [KD 2.853 (3.181)] 2024-10-15 05:49:50,605 - Train: 80.31% [1004700/1251000] [803.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000305] [CE 4.539 (4.303)] [KD 3.383 (3.208)] 2024-10-15 05:49:58,381 - Train: 80.32% [1004750/1251000] [803.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000305] [CE 3.921 (4.221)] [KD 2.941 (3.192)] 2024-10-15 05:50:06,274 - Train: 80.32% [1004800/1251000] [803.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000305] [CE 4.104 (4.212)] [KD 3.249 (3.192)] 2024-10-15 05:50:13,860 - Train: 80.32% [1004850/1251000] [803.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000305] [CE 4.370 (4.178)] [KD 3.379 (3.188)] 2024-10-15 05:50:21,583 - Train: 80.33% [1004900/1251000] [803.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000305] [CE 4.444 (4.242)] [KD 3.390 (3.217)] 2024-10-15 05:50:29,185 - Train: 80.33% [1004950/1251000] [803.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000305] [CE 3.930 (4.209)] [KD 2.905 (3.203)] 2024-10-15 05:50:36,939 - Train: 80.34% [1005000/1251000] [803.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000304] [CE 4.471 (4.276)] [KD 3.286 (3.203)] 2024-10-15 05:50:44,743 - Train: 80.34% [1005050/1251000] [803.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000304] [CE 3.953 (4.248)] [KD 3.139 (3.213)] 2024-10-15 05:50:52,593 - Train: 80.34% [1005100/1251000] [803.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000304] [CE 4.638 (4.159)] [KD 3.267 (3.141)] 2024-10-15 05:51:00,195 - Train: 80.35% [1005150/1251000] [803.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000304] [CE 3.984 (4.255)] [KD 2.962 (3.227)] 2024-10-15 05:51:08,099 - Train: 80.35% [1005200/1251000] [803.5/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000304] [CE 3.796 (4.221)] [KD 3.009 (3.213)] 2024-10-15 05:51:15,842 - Train: 80.36% [1005250/1251000] [803.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000304] [CE 3.897 (4.280)] [KD 3.034 (3.261)] 2024-10-15 05:51:23,375 - Train: 80.36% [1005300/1251000] [803.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000304] [CE 4.362 (4.227)] [KD 3.246 (3.236)] 2024-10-15 05:51:30,955 - Train: 80.36% [1005350/1251000] [803.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000304] [CE 3.752 (4.292)] [KD 3.238 (3.286)] 2024-10-15 05:51:38,726 - Train: 80.37% [1005400/1251000] [803.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000304] [CE 4.151 (4.262)] [KD 3.075 (3.259)] 2024-10-15 05:51:46,668 - Train: 80.37% [1005450/1251000] [803.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000304] [CE 4.326 (4.234)] [KD 3.280 (3.199)] 2024-10-15 05:51:54,472 - Train: 80.38% [1005500/1251000] [803.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000303] [CE 4.112 (4.243)] [KD 2.964 (3.194)] 2024-10-15 05:52:02,090 - Train: 80.38% [1005550/1251000] [803.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000303] [CE 4.638 (4.317)] [KD 3.483 (3.281)] 2024-10-15 05:52:09,801 - Train: 80.38% [1005600/1251000] [803.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000303] [CE 4.662 (4.318)] [KD 3.617 (3.243)] 2024-10-15 05:52:17,656 - Train: 80.39% [1005650/1251000] [803.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000303] [CE 4.093 (4.269)] [KD 3.054 (3.240)] 2024-10-15 05:52:25,262 - Train: 80.39% [1005700/1251000] [803.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000303] [CE 4.172 (4.205)] [KD 3.359 (3.177)] 2024-10-15 05:52:32,957 - Train: 80.40% [1005750/1251000] [804.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000303] [CE 4.856 (4.299)] [KD 3.511 (3.268)] 2024-10-15 05:52:40,431 - Train: 80.40% [1005800/1251000] [804.0/1000.0] [batch_t 0.144 (0.149)] [data_t 0.006] [optim_t 0.138] [lr 0.000303] [CE 4.211 (4.223)] [KD 3.212 (3.192)] 2024-10-15 05:52:46,772 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37648] [top5_cnt 46187] [top_all 50000] 2024-10-15 05:52:46,773 - net: 75.296 (92.374) 2024-10-15 05:52:52,683 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38656] [top5_cnt 46667] [top_all 50000] 2024-10-15 05:52:52,683 - net_E: 77.312 (93.334) 2024-10-15 05:52:52,857 - Max [top1: 75.296 (epoch: 804)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:52:52,857 - ==> Total time: 1 day, 15:50:36 Eta: 9:42:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:53:06,077 - Train: 80.40% [1005850/1251000] [804.0/1000.0] [batch_t 0.152 (0.170)] [data_t 0.004] [optim_t 0.148] [lr 0.000303] [CE 4.513 (4.215)] [KD 3.391 (3.188)] 2024-10-15 05:53:13,954 - Train: 80.41% [1005900/1251000] [804.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000303] [CE 4.832 (4.273)] [KD 3.499 (3.211)] 2024-10-15 05:53:21,564 - Train: 80.41% [1005950/1251000] [804.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000302] [CE 4.036 (4.237)] [KD 2.979 (3.188)] 2024-10-15 05:53:29,272 - Train: 80.42% [1006000/1251000] [804.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000302] [CE 3.971 (4.249)] [KD 3.098 (3.234)] 2024-10-15 05:53:36,961 - Train: 80.42% [1006050/1251000] [804.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000302] [CE 4.616 (4.216)] [KD 3.398 (3.168)] 2024-10-15 05:53:44,668 - Train: 80.42% [1006100/1251000] [804.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000302] [CE 4.096 (4.219)] [KD 3.288 (3.183)] 2024-10-15 05:53:52,582 - Train: 80.43% [1006150/1251000] [804.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000302] [CE 4.709 (4.231)] [KD 3.307 (3.204)] 2024-10-15 05:54:00,298 - Train: 80.43% [1006200/1251000] [804.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000302] [CE 3.653 (4.240)] [KD 2.901 (3.198)] 2024-10-15 05:54:07,945 - Train: 80.44% [1006250/1251000] [804.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000302] [CE 4.108 (4.239)] [KD 3.103 (3.206)] 2024-10-15 05:54:15,749 - Train: 80.44% [1006300/1251000] [804.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000302] [CE 4.655 (4.362)] [KD 3.454 (3.265)] 2024-10-15 05:54:23,333 - Train: 80.44% [1006350/1251000] [804.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000302] [CE 4.276 (4.231)] [KD 3.049 (3.179)] 2024-10-15 05:54:31,029 - Train: 80.45% [1006400/1251000] [804.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000301] [CE 4.387 (4.208)] [KD 3.327 (3.186)] 2024-10-15 05:54:38,927 - Train: 80.45% [1006450/1251000] [804.5/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.151] [lr 0.000301] [CE 4.227 (4.263)] [KD 3.044 (3.230)] 2024-10-15 05:54:46,593 - Train: 80.46% [1006500/1251000] [804.6/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000301] [CE 4.095 (4.224)] [KD 3.116 (3.193)] 2024-10-15 05:54:54,130 - Train: 80.46% [1006550/1251000] [804.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000301] [CE 4.093 (4.304)] [KD 3.088 (3.252)] 2024-10-15 05:55:01,929 - Train: 80.46% [1006600/1251000] [804.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.000301] [CE 4.990 (4.237)] [KD 3.528 (3.176)] 2024-10-15 05:55:09,524 - Train: 80.47% [1006650/1251000] [804.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000301] [CE 4.542 (4.286)] [KD 3.471 (3.245)] 2024-10-15 05:55:17,416 - Train: 80.47% [1006700/1251000] [804.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000301] [CE 4.024 (4.243)] [KD 3.096 (3.219)] 2024-10-15 05:55:25,162 - Train: 80.48% [1006750/1251000] [804.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000301] [CE 3.576 (4.282)] [KD 2.907 (3.224)] 2024-10-15 05:55:32,727 - Train: 80.48% [1006800/1251000] [804.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000301] [CE 4.161 (4.241)] [KD 3.037 (3.192)] 2024-10-15 05:55:40,433 - Train: 80.48% [1006850/1251000] [804.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000300] [CE 4.087 (4.186)] [KD 2.990 (3.163)] 2024-10-15 05:55:48,100 - Train: 80.49% [1006900/1251000] [804.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000300] [CE 4.440 (4.199)] [KD 3.617 (3.213)] 2024-10-15 05:55:55,828 - Train: 80.49% [1006950/1251000] [804.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000300] [CE 4.208 (4.282)] [KD 3.094 (3.243)] 2024-10-15 05:56:03,781 - Train: 80.50% [1007000/1251000] [805.0/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000300] [CE 4.089 (4.263)] [KD 3.127 (3.237)] 2024-10-15 05:56:11,450 - Train: 80.50% [1007050/1251000] [805.0/1000.0] [batch_t 0.144 (0.153)] [data_t 0.005] [optim_t 0.139] [lr 0.000300] [CE 4.305 (4.269)] [KD 3.311 (3.244)] 2024-10-15 05:56:17,893 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 37560] [top5_cnt 46075] [top_all 50000] 2024-10-15 05:56:17,893 - net: 75.120 (92.150) 2024-10-15 05:56:23,643 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 38634] [top5_cnt 46645] [top_all 50000] 2024-10-15 05:56:23,643 - net_E: 77.268 (93.290) 2024-10-15 05:56:23,812 - Max [top1: 75.296 (epoch: 804)] [top1-ema: 77.324 (epoch: 799)] 2024-10-15 05:56:23,812 - ==> Total time: 1 day, 15:54:07 Eta: 9:39:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 05:56:32,806 - Train: 80.50% [1007100/1251000] [805.0/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.000300] [CE 4.036 (4.323)] [KD 2.885 (3.242)] 2024-10-15 05:56:40,519 - Train: 80.51% [1007150/1251000] [805.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000300] [CE 4.110 (4.247)] [KD 3.155 (3.206)] 2024-10-15 05:56:48,387 - Train: 80.51% [1007200/1251000] [805.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000300] [CE 4.251 (4.285)] [KD 3.246 (3.194)] 2024-10-15 05:56:56,357 - Train: 80.52% [1007250/1251000] [805.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000300] [CE 4.525 (4.266)] [KD 3.326 (3.203)] 2024-10-15 05:57:03,962 - Train: 80.52% [1007300/1251000] [805.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000300] [CE 3.805 (4.220)] [KD 2.990 (3.211)] 2024-10-15 05:57:11,537 - Train: 80.52% [1007350/1251000] [805.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000299] [CE 4.394 (4.269)] [KD 3.476 (3.199)] 2024-10-15 05:57:19,356 - Train: 80.53% [1007400/1251000] [805.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000299] [CE 3.954 (4.220)] [KD 3.149 (3.180)] 2024-10-15 05:57:27,314 - Train: 80.53% [1007450/1251000] [805.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000299] [CE 4.182 (4.197)] [KD 3.179 (3.199)] 2024-10-15 05:57:35,118 - Train: 80.54% [1007500/1251000] [805.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000299] [CE 4.335 (4.253)] [KD 3.417 (3.239)] 2024-10-15 05:57:42,917 - Train: 80.54% [1007550/1251000] [805.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000299] [CE 4.331 (4.214)] [KD 3.205 (3.201)] 2024-10-15 05:57:50,515 - Train: 80.54% [1007600/1251000] [805.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000299] [CE 4.938 (4.191)] [KD 3.545 (3.130)] 2024-10-15 05:57:58,212 - Train: 80.55% [1007650/1251000] [805.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000299] [CE 4.138 (4.259)] [KD 3.066 (3.227)] 2024-10-15 05:58:05,923 - Train: 80.55% [1007700/1251000] [805.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000299] [CE 4.298 (4.160)] [KD 3.094 (3.166)] 2024-10-15 05:58:13,605 - Train: 80.56% [1007750/1251000] [805.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000299] [CE 4.294 (4.221)] [KD 3.440 (3.213)] 2024-10-15 05:58:21,620 - Train: 80.56% [1007800/1251000] [805.6/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000298] [CE 3.933 (4.253)] [KD 2.768 (3.219)] 2024-10-15 05:58:29,408 - Train: 80.56% [1007850/1251000] [805.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000298] [CE 4.359 (4.217)] [KD 3.283 (3.212)] 2024-10-15 05:58:36,926 - Train: 80.57% [1007900/1251000] [805.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000298] [CE 3.747 (4.146)] [KD 2.710 (3.137)] 2024-10-15 05:58:44,494 - Train: 80.57% [1007950/1251000] [805.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000298] [CE 4.634 (4.258)] [KD 3.409 (3.215)] 2024-10-15 05:58:52,236 - Train: 80.58% [1008000/1251000] [805.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000298] [CE 4.171 (4.180)] [KD 3.343 (3.120)] 2024-10-15 05:58:59,801 - Train: 80.58% [1008050/1251000] [805.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000298] [CE 3.952 (4.208)] [KD 2.897 (3.195)] 2024-10-15 05:59:07,856 - Train: 80.58% [1008100/1251000] [805.8/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000298] [CE 4.582 (4.240)] [KD 3.406 (3.189)] 2024-10-15 05:59:15,516 - Train: 80.59% [1008150/1251000] [805.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000298] [CE 4.121 (4.247)] [KD 3.004 (3.227)] 2024-10-15 05:59:23,177 - Train: 80.59% [1008200/1251000] [805.9/1000.0] [batch_t 0.271 (0.153)] [data_t 0.003] [optim_t 0.269] [lr 0.000298] [CE 3.854 (4.242)] [KD 2.991 (3.198)] 2024-10-15 05:59:30,689 - Train: 80.60% [1008250/1251000] [806.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000297] [CE 4.483 (4.243)] [KD 3.255 (3.213)] 2024-10-15 05:59:38,492 - Train: 80.60% [1008300/1251000] [806.0/1000.0] [batch_t 0.144 (0.156)] [data_t 0.006] [optim_t 0.138] [lr 0.000297] [CE 4.625 (4.254)] [KD 3.371 (3.221)] 2024-10-15 05:59:45,113 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37689] [top5_cnt 46206] [top_all 50000] 2024-10-15 05:59:45,114 - net: 75.378 (92.412) 2024-10-15 05:59:50,947 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38672] [top5_cnt 46657] [top_all 50000] 2024-10-15 05:59:50,947 - net_E: 77.344 (93.314) 2024-10-15 05:59:51,125 - Max [top1: 75.378 (epoch: 806)] [top1-ema: 77.344 (epoch: 806)] 2024-10-15 05:59:51,125 - ==> Total time: 1 day, 15:57:34 Eta: 9:37:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:00:05,448 - Train: 80.60% [1008350/1251000] [806.0/1000.0] [batch_t 0.164 (0.166)] [data_t 0.005] [optim_t 0.160] [lr 0.000297] [CE 4.583 (4.213)] [KD 3.147 (3.157)] 2024-10-15 06:00:13,241 - Train: 80.61% [1008400/1251000] [806.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000297] [CE 4.573 (4.256)] [KD 3.293 (3.196)] 2024-10-15 06:00:21,029 - Train: 80.61% [1008450/1251000] [806.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000297] [CE 3.593 (4.233)] [KD 2.734 (3.152)] 2024-10-15 06:00:28,633 - Train: 80.62% [1008500/1251000] [806.2/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000297] [CE 3.656 (4.236)] [KD 2.941 (3.205)] 2024-10-15 06:00:36,415 - Train: 80.62% [1008550/1251000] [806.2/1000.0] [batch_t 0.289 (0.156)] [data_t 0.004] [optim_t 0.284] [lr 0.000297] [CE 4.272 (4.188)] [KD 3.268 (3.171)] 2024-10-15 06:00:44,171 - Train: 80.62% [1008600/1251000] [806.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000297] [CE 4.479 (4.282)] [KD 3.324 (3.229)] 2024-10-15 06:00:51,963 - Train: 80.63% [1008650/1251000] [806.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000297] [CE 4.315 (4.239)] [KD 3.247 (3.190)] 2024-10-15 06:00:59,714 - Train: 80.63% [1008700/1251000] [806.3/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000297] [CE 4.074 (4.301)] [KD 3.136 (3.237)] 2024-10-15 06:01:07,495 - Train: 80.64% [1008750/1251000] [806.4/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000296] [CE 4.080 (4.211)] [KD 3.227 (3.195)] 2024-10-15 06:01:15,361 - Train: 80.64% [1008800/1251000] [806.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000296] [CE 3.839 (4.188)] [KD 2.873 (3.178)] 2024-10-15 06:01:23,154 - Train: 80.64% [1008850/1251000] [806.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000296] [CE 4.088 (4.279)] [KD 3.244 (3.220)] 2024-10-15 06:01:30,733 - Train: 80.65% [1008900/1251000] [806.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000296] [CE 4.034 (4.236)] [KD 3.188 (3.221)] 2024-10-15 06:01:38,296 - Train: 80.65% [1008950/1251000] [806.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000296] [CE 3.939 (4.236)] [KD 3.206 (3.194)] 2024-10-15 06:01:46,008 - Train: 80.66% [1009000/1251000] [806.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000296] [CE 4.419 (4.237)] [KD 3.462 (3.190)] 2024-10-15 06:01:53,751 - Train: 80.66% [1009050/1251000] [806.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000296] [CE 4.694 (4.235)] [KD 3.328 (3.221)] 2024-10-15 06:02:01,342 - Train: 80.66% [1009100/1251000] [806.6/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.154] [lr 0.000296] [CE 4.418 (4.203)] [KD 3.390 (3.205)] 2024-10-15 06:02:09,085 - Train: 80.67% [1009150/1251000] [806.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000296] [CE 3.940 (4.277)] [KD 2.932 (3.213)] 2024-10-15 06:02:16,964 - Train: 80.67% [1009200/1251000] [806.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000295] [CE 4.254 (4.170)] [KD 3.114 (3.142)] 2024-10-15 06:02:24,810 - Train: 80.68% [1009250/1251000] [806.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000295] [CE 4.307 (4.283)] [KD 2.987 (3.245)] 2024-10-15 06:02:32,631 - Train: 80.68% [1009300/1251000] [806.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000295] [CE 4.006 (4.218)] [KD 3.090 (3.211)] 2024-10-15 06:02:40,257 - Train: 80.68% [1009350/1251000] [806.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000295] [CE 4.221 (4.237)] [KD 3.091 (3.193)] 2024-10-15 06:02:47,867 - Train: 80.69% [1009400/1251000] [806.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000295] [CE 4.068 (4.249)] [KD 3.158 (3.212)] 2024-10-15 06:02:55,626 - Train: 80.69% [1009450/1251000] [806.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000295] [CE 4.516 (4.214)] [KD 3.305 (3.192)] 2024-10-15 06:03:03,423 - Train: 80.70% [1009500/1251000] [807.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000295] [CE 4.029 (4.160)] [KD 3.241 (3.214)] 2024-10-15 06:03:11,174 - Train: 80.70% [1009550/1251000] [807.0/1000.0] [batch_t 0.141 (0.155)] [data_t 0.003] [optim_t 0.138] [lr 0.000295] [CE 4.216 (4.243)] [KD 3.176 (3.230)] 2024-10-15 06:03:17,953 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 37541] [top5_cnt 46103] [top_all 50000] 2024-10-15 06:03:17,954 - net: 75.082 (92.206) 2024-10-15 06:03:24,237 - Test (net_E): 100.00% [50/50] [batch_t 0.473 (0.114)] [top1_cnt 38698] [top5_cnt 46637] [top_all 50000] 2024-10-15 06:03:24,238 - net_E: 77.396 (93.274) 2024-10-15 06:03:24,444 - Max [top1: 75.378 (epoch: 806)] [top1-ema: 77.396 (epoch: 807)] 2024-10-15 06:03:24,444 - ==> Total time: 1 day, 16:01:07 Eta: 9:34:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:03:38,062 - Train: 80.70% [1009600/1251000] [807.0/1000.0] [batch_t 0.154 (0.161)] [data_t 0.005] [optim_t 0.149] [lr 0.000295] [CE 4.133 (4.173)] [KD 3.244 (3.147)] 2024-10-15 06:03:45,925 - Train: 80.71% [1009650/1251000] [807.1/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000295] [CE 4.533 (4.223)] [KD 3.233 (3.176)] 2024-10-15 06:03:53,767 - Train: 80.71% [1009700/1251000] [807.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000294] [CE 4.557 (4.210)] [KD 3.415 (3.160)] 2024-10-15 06:04:01,353 - Train: 80.72% [1009750/1251000] [807.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000294] [CE 4.193 (4.210)] [KD 3.117 (3.156)] 2024-10-15 06:04:08,972 - Train: 80.72% [1009800/1251000] [807.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000294] [CE 4.143 (4.263)] [KD 3.057 (3.195)] 2024-10-15 06:04:16,875 - Train: 80.72% [1009850/1251000] [807.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000294] [CE 4.420 (4.220)] [KD 3.096 (3.200)] 2024-10-15 06:04:24,658 - Train: 80.73% [1009900/1251000] [807.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000294] [CE 4.497 (4.141)] [KD 3.368 (3.155)] 2024-10-15 06:04:32,371 - Train: 80.73% [1009950/1251000] [807.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000294] [CE 4.244 (4.248)] [KD 3.325 (3.189)] 2024-10-15 06:04:40,082 - Train: 80.74% [1010000/1251000] [807.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000294] [CE 4.514 (4.212)] [KD 3.373 (3.195)] 2024-10-15 06:04:47,818 - Train: 80.74% [1010050/1251000] [807.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000294] [CE 4.211 (4.242)] [KD 3.174 (3.199)] 2024-10-15 06:04:55,704 - Train: 80.74% [1010100/1251000] [807.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000294] [CE 3.874 (4.214)] [KD 3.126 (3.212)] 2024-10-15 06:05:03,415 - Train: 80.75% [1010150/1251000] [807.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000293] [CE 4.040 (4.270)] [KD 3.163 (3.210)] 2024-10-15 06:05:11,180 - Train: 80.75% [1010200/1251000] [807.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000293] [CE 4.477 (4.184)] [KD 3.080 (3.165)] 2024-10-15 06:05:18,901 - Train: 80.76% [1010250/1251000] [807.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000293] [CE 4.912 (4.315)] [KD 3.802 (3.249)] 2024-10-15 06:05:26,626 - Train: 80.76% [1010300/1251000] [807.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000293] [CE 4.552 (4.194)] [KD 3.243 (3.155)] 2024-10-15 06:05:34,230 - Train: 80.76% [1010350/1251000] [807.6/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000293] [CE 4.237 (4.209)] [KD 3.231 (3.179)] 2024-10-15 06:05:41,946 - Train: 80.77% [1010400/1251000] [807.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000293] [CE 4.748 (4.295)] [KD 3.671 (3.221)] 2024-10-15 06:05:49,795 - Train: 80.77% [1010450/1251000] [807.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000293] [CE 4.328 (4.222)] [KD 3.081 (3.178)] 2024-10-15 06:05:57,793 - Train: 80.78% [1010500/1251000] [807.8/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000293] [CE 4.442 (4.170)] [KD 3.326 (3.158)] 2024-10-15 06:06:05,443 - Train: 80.78% [1010550/1251000] [807.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000293] [CE 4.825 (4.175)] [KD 3.455 (3.184)] 2024-10-15 06:06:13,218 - Train: 80.78% [1010600/1251000] [807.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000292] [CE 4.309 (4.150)] [KD 3.323 (3.159)] 2024-10-15 06:06:20,917 - Train: 80.79% [1010650/1251000] [807.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000292] [CE 4.276 (4.192)] [KD 3.388 (3.157)] 2024-10-15 06:06:28,575 - Train: 80.79% [1010700/1251000] [807.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000292] [CE 4.285 (4.253)] [KD 3.237 (3.188)] 2024-10-15 06:06:36,261 - Train: 80.80% [1010750/1251000] [808.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000292] [CE 4.152 (4.240)] [KD 3.167 (3.220)] 2024-10-15 06:06:43,795 - Train: 80.80% [1010800/1251000] [808.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.142] [lr 0.000292] [CE 4.529 (4.237)] [KD 3.388 (3.207)] 2024-10-15 06:06:50,777 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 37839] [top5_cnt 46272] [top_all 50000] 2024-10-15 06:06:50,777 - net: 75.678 (92.544) 2024-10-15 06:06:56,576 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38718] [top5_cnt 46641] [top_all 50000] 2024-10-15 06:06:56,576 - net_E: 77.436 (93.282) 2024-10-15 06:06:56,718 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:06:56,718 - ==> Total time: 1 day, 16:04:39 Eta: 9:31:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:07:14,555 - Train: 80.80% [1010850/1251000] [808.0/1000.0] [batch_t 0.148 (0.166)] [data_t 0.003] [optim_t 0.144] [lr 0.000292] [CE 4.175 (4.179)] [KD 3.182 (3.116)] 2024-10-15 06:07:22,435 - Train: 80.81% [1010900/1251000] [808.1/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000292] [CE 4.108 (4.122)] [KD 3.005 (3.077)] 2024-10-15 06:07:30,359 - Train: 80.81% [1010950/1251000] [808.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000292] [CE 4.144 (4.189)] [KD 2.971 (3.147)] 2024-10-15 06:07:38,367 - Train: 80.82% [1011000/1251000] [808.2/1000.0] [batch_t 0.156 (0.160)] [data_t 0.003] [optim_t 0.154] [lr 0.000292] [CE 3.872 (4.192)] [KD 2.816 (3.131)] 2024-10-15 06:07:46,210 - Train: 80.82% [1011050/1251000] [808.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.152] [lr 0.000292] [CE 3.959 (4.215)] [KD 2.923 (3.164)] 2024-10-15 06:07:53,940 - Train: 80.82% [1011100/1251000] [808.2/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000291] [CE 4.401 (4.210)] [KD 3.230 (3.177)] 2024-10-15 06:08:01,760 - Train: 80.83% [1011150/1251000] [808.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000291] [CE 4.413 (4.149)] [KD 3.563 (3.143)] 2024-10-15 06:08:09,540 - Train: 80.83% [1011200/1251000] [808.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000291] [CE 4.643 (4.245)] [KD 3.394 (3.220)] 2024-10-15 06:08:17,169 - Train: 80.84% [1011250/1251000] [808.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000291] [CE 4.142 (4.165)] [KD 3.105 (3.126)] 2024-10-15 06:08:24,996 - Train: 80.84% [1011300/1251000] [808.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000291] [CE 4.329 (4.228)] [KD 3.066 (3.202)] 2024-10-15 06:08:32,817 - Train: 80.84% [1011350/1251000] [808.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000291] [CE 3.996 (4.192)] [KD 3.037 (3.150)] 2024-10-15 06:08:40,694 - Train: 80.85% [1011400/1251000] [808.5/1000.0] [batch_t 0.266 (0.157)] [data_t 0.003] [optim_t 0.263] [lr 0.000291] [CE 4.257 (4.149)] [KD 3.384 (3.118)] 2024-10-15 06:08:48,577 - Train: 80.85% [1011450/1251000] [808.5/1000.0] [batch_t 0.293 (0.158)] [data_t 0.002] [optim_t 0.291] [lr 0.000291] [CE 4.314 (4.207)] [KD 3.391 (3.192)] 2024-10-15 06:08:56,238 - Train: 80.86% [1011500/1251000] [808.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000291] [CE 4.222 (4.232)] [KD 3.030 (3.229)] 2024-10-15 06:09:03,941 - Train: 80.86% [1011550/1251000] [808.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000290] [CE 3.836 (4.236)] [KD 2.983 (3.188)] 2024-10-15 06:09:11,534 - Train: 80.86% [1011600/1251000] [808.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000290] [CE 4.271 (4.206)] [KD 3.346 (3.167)] 2024-10-15 06:09:19,197 - Train: 80.87% [1011650/1251000] [808.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000290] [CE 4.291 (4.280)] [KD 3.138 (3.230)] 2024-10-15 06:09:26,766 - Train: 80.87% [1011700/1251000] [808.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000290] [CE 3.797 (4.237)] [KD 3.099 (3.202)] 2024-10-15 06:09:34,618 - Train: 80.88% [1011750/1251000] [808.8/1000.0] [batch_t 0.157 (0.157)] [data_t 0.002] [optim_t 0.154] [lr 0.000290] [CE 4.083 (4.176)] [KD 3.214 (3.177)] 2024-10-15 06:09:42,445 - Train: 80.88% [1011800/1251000] [808.8/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000290] [CE 4.414 (4.199)] [KD 3.258 (3.188)] 2024-10-15 06:09:50,296 - Train: 80.88% [1011850/1251000] [808.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000290] [CE 4.581 (4.284)] [KD 3.506 (3.229)] 2024-10-15 06:09:57,996 - Train: 80.89% [1011900/1251000] [808.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000290] [CE 3.995 (4.205)] [KD 3.018 (3.199)] 2024-10-15 06:10:05,685 - Train: 80.89% [1011950/1251000] [808.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000290] [CE 4.481 (4.236)] [KD 3.214 (3.192)] 2024-10-15 06:10:13,267 - Train: 80.90% [1012000/1251000] [809.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000290] [CE 4.071 (4.269)] [KD 3.273 (3.213)] 2024-10-15 06:10:20,903 - Train: 80.90% [1012050/1251000] [809.0/1000.0] [batch_t 0.143 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.000289] [CE 4.178 (4.200)] [KD 3.122 (3.186)] 2024-10-15 06:10:27,839 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37564] [top5_cnt 46181] [top_all 50000] 2024-10-15 06:10:27,839 - net: 75.128 (92.362) 2024-10-15 06:10:33,580 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 38678] [top5_cnt 46662] [top_all 50000] 2024-10-15 06:10:33,580 - net_E: 77.356 (93.324) 2024-10-15 06:10:33,728 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:10:33,729 - ==> Total time: 1 day, 16:08:16 Eta: 9:28:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:10:42,069 - Train: 80.90% [1012100/1251000] [809.0/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000289] [CE 4.422 (4.203)] [KD 3.235 (3.144)] 2024-10-15 06:10:50,069 - Train: 80.91% [1012150/1251000] [809.1/1000.0] [batch_t 0.160 (0.160)] [data_t 0.003] [optim_t 0.157] [lr 0.000289] [CE 4.004 (4.227)] [KD 3.074 (3.170)] 2024-10-15 06:10:57,991 - Train: 80.91% [1012200/1251000] [809.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000289] [CE 3.734 (4.183)] [KD 2.831 (3.150)] 2024-10-15 06:11:05,719 - Train: 80.92% [1012250/1251000] [809.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000289] [CE 4.321 (4.208)] [KD 3.238 (3.166)] 2024-10-15 06:11:13,422 - Train: 80.92% [1012300/1251000] [809.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000289] [CE 4.000 (4.228)] [KD 3.153 (3.157)] 2024-10-15 06:11:20,995 - Train: 80.92% [1012350/1251000] [809.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000289] [CE 3.934 (4.226)] [KD 2.972 (3.150)] 2024-10-15 06:11:28,645 - Train: 80.93% [1012400/1251000] [809.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000289] [CE 4.207 (4.216)] [KD 3.249 (3.181)] 2024-10-15 06:11:36,497 - Train: 80.93% [1012450/1251000] [809.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000289] [CE 4.130 (4.235)] [KD 3.320 (3.167)] 2024-10-15 06:11:44,111 - Train: 80.94% [1012500/1251000] [809.4/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000288] [CE 4.082 (4.173)] [KD 3.088 (3.121)] 2024-10-15 06:11:51,716 - Train: 80.94% [1012550/1251000] [809.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000288] [CE 4.061 (4.273)] [KD 3.130 (3.208)] 2024-10-15 06:11:59,222 - Train: 80.94% [1012600/1251000] [809.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000288] [CE 4.136 (4.274)] [KD 3.013 (3.210)] 2024-10-15 06:12:06,922 - Train: 80.95% [1012650/1251000] [809.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000288] [CE 4.090 (4.175)] [KD 3.106 (3.167)] 2024-10-15 06:12:14,455 - Train: 80.95% [1012700/1251000] [809.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000288] [CE 4.362 (4.198)] [KD 3.509 (3.169)] 2024-10-15 06:12:22,428 - Train: 80.96% [1012750/1251000] [809.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000288] [CE 4.574 (4.231)] [KD 3.213 (3.140)] 2024-10-15 06:12:30,170 - Train: 80.96% [1012800/1251000] [809.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000288] [CE 3.759 (4.263)] [KD 3.060 (3.232)] 2024-10-15 06:12:37,716 - Train: 80.96% [1012850/1251000] [809.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000288] [CE 4.027 (4.179)] [KD 3.187 (3.162)] 2024-10-15 06:12:45,208 - Train: 80.97% [1012900/1251000] [809.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000288] [CE 4.215 (4.167)] [KD 3.073 (3.154)] 2024-10-15 06:12:52,805 - Train: 80.97% [1012950/1251000] [809.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000288] [CE 4.412 (4.308)] [KD 3.169 (3.194)] 2024-10-15 06:13:00,473 - Train: 80.98% [1013000/1251000] [809.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000287] [CE 3.862 (4.254)] [KD 3.074 (3.212)] 2024-10-15 06:13:08,386 - Train: 80.98% [1013050/1251000] [809.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000287] [CE 4.379 (4.233)] [KD 3.262 (3.185)] 2024-10-15 06:13:16,074 - Train: 80.98% [1013100/1251000] [809.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000287] [CE 4.107 (4.227)] [KD 3.029 (3.176)] 2024-10-15 06:13:23,697 - Train: 80.99% [1013150/1251000] [809.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000287] [CE 4.332 (4.282)] [KD 3.337 (3.206)] 2024-10-15 06:13:31,357 - Train: 80.99% [1013200/1251000] [809.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000287] [CE 4.510 (4.262)] [KD 3.406 (3.212)] 2024-10-15 06:13:38,981 - Train: 81.00% [1013250/1251000] [810.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000287] [CE 4.521 (4.195)] [KD 3.422 (3.164)] 2024-10-15 06:13:46,740 - Train: 81.00% [1013300/1251000] [810.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000287] [CE 4.740 (4.203)] [KD 3.592 (3.175)] 2024-10-15 06:13:53,999 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 37635] [top5_cnt 46150] [top_all 50000] 2024-10-15 06:13:54,000 - net: 75.270 (92.300) 2024-10-15 06:13:59,829 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38690] [top5_cnt 46691] [top_all 50000] 2024-10-15 06:13:59,829 - net_E: 77.380 (93.382) 2024-10-15 06:13:59,981 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:13:59,981 - ==> Total time: 1 day, 16:11:43 Eta: 9:25:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:14:15,201 - Train: 81.00% [1013350/1251000] [810.0/1000.0] [batch_t 0.154 (0.166)] [data_t 0.005] [optim_t 0.149] [lr 0.000287] [CE 4.133 (4.325)] [KD 3.114 (3.228)] 2024-10-15 06:14:22,796 - Train: 81.01% [1013400/1251000] [810.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000287] [CE 4.055 (4.209)] [KD 3.014 (3.186)] 2024-10-15 06:14:30,466 - Train: 81.01% [1013450/1251000] [810.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000286] [CE 4.332 (4.105)] [KD 3.175 (3.080)] 2024-10-15 06:14:38,267 - Train: 81.02% [1013500/1251000] [810.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000286] [CE 4.112 (4.248)] [KD 3.005 (3.176)] 2024-10-15 06:14:45,804 - Train: 81.02% [1013550/1251000] [810.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000286] [CE 4.150 (4.291)] [KD 3.235 (3.212)] 2024-10-15 06:14:53,394 - Train: 81.02% [1013600/1251000] [810.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000286] [CE 4.636 (4.267)] [KD 3.238 (3.168)] 2024-10-15 06:15:01,409 - Train: 81.03% [1013650/1251000] [810.3/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000286] [CE 4.066 (4.209)] [KD 3.068 (3.208)] 2024-10-15 06:15:09,183 - Train: 81.03% [1013700/1251000] [810.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000286] [CE 4.488 (4.212)] [KD 3.452 (3.195)] 2024-10-15 06:15:16,749 - Train: 81.04% [1013750/1251000] [810.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000286] [CE 4.348 (4.222)] [KD 3.274 (3.189)] 2024-10-15 06:15:24,419 - Train: 81.04% [1013800/1251000] [810.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000286] [CE 4.320 (4.236)] [KD 3.250 (3.189)] 2024-10-15 06:15:31,925 - Train: 81.04% [1013850/1251000] [810.4/1000.0] [batch_t 0.156 (0.150)] [data_t 0.003] [optim_t 0.153] [lr 0.000286] [CE 4.279 (4.303)] [KD 3.106 (3.202)] 2024-10-15 06:15:39,727 - Train: 81.05% [1013900/1251000] [810.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000286] [CE 4.281 (4.261)] [KD 3.185 (3.157)] 2024-10-15 06:15:47,399 - Train: 81.05% [1013950/1251000] [810.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000285] [CE 4.546 (4.260)] [KD 3.458 (3.195)] 2024-10-15 06:15:54,953 - Train: 81.06% [1014000/1251000] [810.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000285] [CE 4.257 (4.236)] [KD 3.307 (3.186)] 2024-10-15 06:16:02,720 - Train: 81.06% [1014050/1251000] [810.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000285] [CE 3.745 (4.248)] [KD 3.041 (3.196)] 2024-10-15 06:16:10,545 - Train: 81.06% [1014100/1251000] [810.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000285] [CE 3.427 (4.256)] [KD 2.781 (3.176)] 2024-10-15 06:16:18,207 - Train: 81.07% [1014150/1251000] [810.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000285] [CE 3.864 (4.202)] [KD 3.036 (3.140)] 2024-10-15 06:16:25,862 - Train: 81.07% [1014200/1251000] [810.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000285] [CE 4.334 (4.300)] [KD 3.514 (3.206)] 2024-10-15 06:16:33,436 - Train: 81.08% [1014250/1251000] [810.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000285] [CE 4.323 (4.238)] [KD 3.089 (3.176)] 2024-10-15 06:16:41,257 - Train: 81.08% [1014300/1251000] [810.8/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000285] [CE 4.130 (4.321)] [KD 3.201 (3.235)] 2024-10-15 06:16:49,181 - Train: 81.08% [1014350/1251000] [810.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000285] [CE 3.879 (4.267)] [KD 2.949 (3.213)] 2024-10-15 06:16:56,680 - Train: 81.09% [1014400/1251000] [810.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000285] [CE 4.259 (4.286)] [KD 3.394 (3.202)] 2024-10-15 06:17:04,229 - Train: 81.09% [1014450/1251000] [810.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000284] [CE 4.391 (4.207)] [KD 3.397 (3.181)] 2024-10-15 06:17:12,130 - Train: 81.10% [1014500/1251000] [811.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000284] [CE 4.220 (4.139)] [KD 2.960 (3.113)] 2024-10-15 06:17:19,854 - Train: 81.10% [1014550/1251000] [811.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.006] [optim_t 0.137] [lr 0.000284] [CE 4.476 (4.256)] [KD 3.413 (3.203)] 2024-10-15 06:17:27,043 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37640] [top5_cnt 46226] [top_all 50000] 2024-10-15 06:17:27,043 - net: 75.280 (92.452) 2024-10-15 06:17:32,856 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38694] [top5_cnt 46689] [top_all 50000] 2024-10-15 06:17:32,856 - net_E: 77.388 (93.378) 2024-10-15 06:17:33,002 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:17:33,002 - ==> Total time: 1 day, 16:15:16 Eta: 9:22:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:17:40,930 - Train: 81.10% [1014600/1251000] [811.0/1000.0] [batch_t 0.153 (0.165)] [data_t 0.005] [optim_t 0.148] [lr 0.000284] [CE 4.231 (4.128)] [KD 3.358 (3.134)] 2024-10-15 06:17:48,606 - Train: 81.11% [1014650/1251000] [811.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000284] [CE 4.367 (4.225)] [KD 3.060 (3.178)] 2024-10-15 06:17:56,540 - Train: 81.11% [1014700/1251000] [811.1/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.151] [lr 0.000284] [CE 4.464 (4.286)] [KD 3.277 (3.212)] 2024-10-15 06:18:04,285 - Train: 81.12% [1014750/1251000] [811.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000284] [CE 4.309 (4.208)] [KD 3.369 (3.152)] 2024-10-15 06:18:11,952 - Train: 81.12% [1014800/1251000] [811.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000284] [CE 4.916 (4.223)] [KD 3.528 (3.158)] 2024-10-15 06:18:19,530 - Train: 81.12% [1014850/1251000] [811.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000284] [CE 4.076 (4.205)] [KD 3.140 (3.111)] 2024-10-15 06:18:27,233 - Train: 81.13% [1014900/1251000] [811.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000283] [CE 3.984 (4.239)] [KD 3.040 (3.178)] 2024-10-15 06:18:34,913 - Train: 81.13% [1014950/1251000] [811.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000283] [CE 3.845 (4.193)] [KD 2.691 (3.110)] 2024-10-15 06:18:42,428 - Train: 81.14% [1015000/1251000] [811.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000283] [CE 4.703 (4.268)] [KD 3.547 (3.202)] 2024-10-15 06:18:50,415 - Train: 81.14% [1015050/1251000] [811.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000283] [CE 4.327 (4.175)] [KD 2.972 (3.117)] 2024-10-15 06:18:58,169 - Train: 81.14% [1015100/1251000] [811.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000283] [CE 4.557 (4.212)] [KD 3.483 (3.187)] 2024-10-15 06:19:05,724 - Train: 81.15% [1015150/1251000] [811.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000283] [CE 4.550 (4.211)] [KD 3.273 (3.136)] 2024-10-15 06:19:13,249 - Train: 81.15% [1015200/1251000] [811.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000283] [CE 4.454 (4.235)] [KD 3.337 (3.189)] 2024-10-15 06:19:20,832 - Train: 81.16% [1015250/1251000] [811.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000283] [CE 4.269 (4.301)] [KD 3.090 (3.211)] 2024-10-15 06:19:28,536 - Train: 81.16% [1015300/1251000] [811.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000283] [CE 4.265 (4.226)] [KD 3.102 (3.171)] 2024-10-15 06:19:36,402 - Train: 81.16% [1015350/1251000] [811.6/1000.0] [batch_t 0.259 (0.157)] [data_t 0.004] [optim_t 0.255] [lr 0.000283] [CE 4.045 (4.234)] [KD 3.305 (3.148)] 2024-10-15 06:19:44,058 - Train: 81.17% [1015400/1251000] [811.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000282] [CE 4.041 (4.189)] [KD 3.052 (3.126)] 2024-10-15 06:19:51,774 - Train: 81.17% [1015450/1251000] [811.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000282] [CE 4.301 (4.212)] [KD 3.168 (3.181)] 2024-10-15 06:19:59,307 - Train: 81.18% [1015500/1251000] [811.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000282] [CE 4.233 (4.254)] [KD 3.270 (3.193)] 2024-10-15 06:20:06,880 - Train: 81.18% [1015550/1251000] [811.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000282] [CE 4.477 (4.264)] [KD 3.349 (3.188)] 2024-10-15 06:20:14,614 - Train: 81.18% [1015600/1251000] [811.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000282] [CE 3.995 (4.175)] [KD 3.045 (3.118)] 2024-10-15 06:20:22,361 - Train: 81.19% [1015650/1251000] [811.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000282] [CE 3.749 (4.209)] [KD 2.798 (3.174)] 2024-10-15 06:20:30,044 - Train: 81.19% [1015700/1251000] [811.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000282] [CE 4.468 (4.281)] [KD 3.427 (3.209)] 2024-10-15 06:20:37,680 - Train: 81.20% [1015750/1251000] [812.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000282] [CE 4.372 (4.206)] [KD 3.254 (3.148)] 2024-10-15 06:20:45,365 - Train: 81.20% [1015800/1251000] [812.0/1000.0] [batch_t 0.142 (0.154)] [data_t 0.004] [optim_t 0.138] [lr 0.000282] [CE 4.107 (4.190)] [KD 3.102 (3.156)] 2024-10-15 06:20:52,882 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37734] [top5_cnt 46294] [top_all 50000] 2024-10-15 06:20:52,882 - net: 75.468 (92.588) 2024-10-15 06:20:58,683 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38714] [top5_cnt 46695] [top_all 50000] 2024-10-15 06:20:58,683 - net_E: 77.428 (93.390) 2024-10-15 06:20:58,842 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:20:58,843 - ==> Total time: 1 day, 16:18:42 Eta: 9:19:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:21:07,101 - Train: 81.20% [1015850/1251000] [812.0/1000.0] [batch_t 0.143 (0.176)] [data_t 0.003] [optim_t 0.141] [lr 0.000281] [CE 4.452 (4.235)] [KD 3.361 (3.166)] 2024-10-15 06:21:14,758 - Train: 81.21% [1015900/1251000] [812.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000281] [CE 4.495 (4.201)] [KD 3.239 (3.168)] 2024-10-15 06:21:22,487 - Train: 81.21% [1015950/1251000] [812.1/1000.0] [batch_t 0.159 (0.154)] [data_t 0.002] [optim_t 0.156] [lr 0.000281] [CE 3.691 (4.238)] [KD 2.852 (3.165)] 2024-10-15 06:21:30,149 - Train: 81.22% [1016000/1251000] [812.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000281] [CE 3.780 (4.212)] [KD 2.984 (3.143)] 2024-10-15 06:21:38,016 - Train: 81.22% [1016050/1251000] [812.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000281] [CE 4.538 (4.223)] [KD 3.477 (3.167)] 2024-10-15 06:21:45,694 - Train: 81.22% [1016100/1251000] [812.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000281] [CE 4.003 (4.186)] [KD 2.789 (3.124)] 2024-10-15 06:21:53,486 - Train: 81.23% [1016150/1251000] [812.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000281] [CE 4.198 (4.202)] [KD 3.109 (3.142)] 2024-10-15 06:22:01,058 - Train: 81.23% [1016200/1251000] [812.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000281] [CE 4.035 (4.261)] [KD 3.191 (3.159)] 2024-10-15 06:22:08,779 - Train: 81.24% [1016250/1251000] [812.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000281] [CE 4.085 (4.209)] [KD 3.003 (3.139)] 2024-10-15 06:22:16,618 - Train: 81.24% [1016300/1251000] [812.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000281] [CE 3.828 (4.184)] [KD 2.971 (3.121)] 2024-10-15 06:22:24,330 - Train: 81.24% [1016350/1251000] [812.4/1000.0] [batch_t 0.160 (0.154)] [data_t 0.006] [optim_t 0.153] [lr 0.000280] [CE 3.853 (4.205)] [KD 2.961 (3.128)] 2024-10-15 06:22:32,244 - Train: 81.25% [1016400/1251000] [812.5/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000280] [CE 4.326 (4.181)] [KD 3.277 (3.137)] 2024-10-15 06:22:39,955 - Train: 81.25% [1016450/1251000] [812.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000280] [CE 4.348 (4.236)] [KD 3.303 (3.191)] 2024-10-15 06:22:47,607 - Train: 81.25% [1016500/1251000] [812.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000280] [CE 3.477 (4.238)] [KD 2.729 (3.165)] 2024-10-15 06:22:55,338 - Train: 81.26% [1016550/1251000] [812.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000280] [CE 4.303 (4.220)] [KD 3.080 (3.168)] 2024-10-15 06:23:02,908 - Train: 81.26% [1016600/1251000] [812.6/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000280] [CE 3.951 (4.219)] [KD 2.828 (3.152)] 2024-10-15 06:23:10,565 - Train: 81.27% [1016650/1251000] [812.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000280] [CE 4.360 (4.273)] [KD 3.394 (3.174)] 2024-10-15 06:23:18,341 - Train: 81.27% [1016700/1251000] [812.7/1000.0] [batch_t 0.268 (0.155)] [data_t 0.003] [optim_t 0.265] [lr 0.000280] [CE 3.961 (4.188)] [KD 3.018 (3.127)] 2024-10-15 06:23:25,945 - Train: 81.27% [1016750/1251000] [812.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000280] [CE 4.278 (4.250)] [KD 3.235 (3.157)] 2024-10-15 06:23:33,447 - Train: 81.28% [1016800/1251000] [812.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000280] [CE 4.214 (4.243)] [KD 3.317 (3.166)] 2024-10-15 06:23:41,220 - Train: 81.28% [1016850/1251000] [812.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000279] [CE 4.175 (4.285)] [KD 3.119 (3.175)] 2024-10-15 06:23:48,915 - Train: 81.29% [1016900/1251000] [812.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000279] [CE 4.306 (4.177)] [KD 3.474 (3.128)] 2024-10-15 06:23:56,471 - Train: 81.29% [1016950/1251000] [812.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.149] [lr 0.000279] [CE 4.104 (4.239)] [KD 3.158 (3.142)] 2024-10-15 06:24:04,489 - Train: 81.29% [1017000/1251000] [812.9/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000279] [CE 3.822 (4.218)] [KD 3.087 (3.162)] 2024-10-15 06:24:12,278 - Train: 81.30% [1017050/1251000] [813.0/1000.0] [batch_t 0.145 (0.156)] [data_t 0.004] [optim_t 0.141] [lr 0.000279] [CE 4.214 (4.240)] [KD 3.156 (3.220)] 2024-10-15 06:24:19,867 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 37571] [top5_cnt 46182] [top_all 50000] 2024-10-15 06:24:19,867 - net: 75.142 (92.364) 2024-10-15 06:24:25,809 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38717] [top5_cnt 46734] [top_all 50000] 2024-10-15 06:24:25,809 - net_E: 77.434 (93.468) 2024-10-15 06:24:25,942 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:24:25,942 - ==> Total time: 1 day, 16:22:09 Eta: 9:17:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:24:33,623 - Train: 81.30% [1017100/1251000] [813.0/1000.0] [batch_t 0.150 (0.163)] [data_t 0.004] [optim_t 0.146] [lr 0.000279] [CE 3.790 (4.257)] [KD 2.874 (3.144)] 2024-10-15 06:24:41,302 - Train: 81.31% [1017150/1251000] [813.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000279] [CE 3.945 (4.262)] [KD 2.924 (3.202)] 2024-10-15 06:24:48,837 - Train: 81.31% [1017200/1251000] [813.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000279] [CE 3.872 (4.245)] [KD 3.001 (3.168)] 2024-10-15 06:24:56,638 - Train: 81.31% [1017250/1251000] [813.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000279] [CE 4.290 (4.238)] [KD 3.237 (3.165)] 2024-10-15 06:25:04,304 - Train: 81.32% [1017300/1251000] [813.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000278] [CE 3.925 (4.117)] [KD 3.125 (3.096)] 2024-10-15 06:25:11,979 - Train: 81.32% [1017350/1251000] [813.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000278] [CE 4.067 (4.240)] [KD 3.026 (3.184)] 2024-10-15 06:25:19,782 - Train: 81.33% [1017400/1251000] [813.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000278] [CE 4.400 (4.220)] [KD 3.376 (3.183)] 2024-10-15 06:25:27,328 - Train: 81.33% [1017450/1251000] [813.3/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000278] [CE 4.707 (4.210)] [KD 3.316 (3.152)] 2024-10-15 06:25:35,003 - Train: 81.33% [1017500/1251000] [813.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000278] [CE 3.908 (4.169)] [KD 3.091 (3.133)] 2024-10-15 06:25:42,557 - Train: 81.34% [1017550/1251000] [813.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000278] [CE 4.296 (4.218)] [KD 3.051 (3.163)] 2024-10-15 06:25:50,397 - Train: 81.34% [1017600/1251000] [813.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000278] [CE 4.530 (4.237)] [KD 3.214 (3.163)] 2024-10-15 06:25:58,034 - Train: 81.35% [1017650/1251000] [813.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000278] [CE 4.460 (4.242)] [KD 3.260 (3.184)] 2024-10-15 06:26:05,620 - Train: 81.35% [1017700/1251000] [813.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000278] [CE 4.407 (4.228)] [KD 3.240 (3.166)] 2024-10-15 06:26:13,331 - Train: 81.35% [1017750/1251000] [813.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000278] [CE 4.259 (4.229)] [KD 3.078 (3.173)] 2024-10-15 06:26:21,190 - Train: 81.36% [1017800/1251000] [813.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000277] [CE 4.242 (4.304)] [KD 3.102 (3.212)] 2024-10-15 06:26:28,844 - Train: 81.36% [1017850/1251000] [813.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000277] [CE 4.179 (4.263)] [KD 3.061 (3.158)] 2024-10-15 06:26:36,678 - Train: 81.37% [1017900/1251000] [813.7/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000277] [CE 3.748 (4.237)] [KD 2.820 (3.166)] 2024-10-15 06:26:44,228 - Train: 81.37% [1017950/1251000] [813.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000277] [CE 4.454 (4.160)] [KD 3.092 (3.131)] 2024-10-15 06:26:51,878 - Train: 81.37% [1018000/1251000] [813.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000277] [CE 4.352 (4.217)] [KD 3.341 (3.151)] 2024-10-15 06:26:59,587 - Train: 81.38% [1018050/1251000] [813.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000277] [CE 3.516 (4.326)] [KD 2.775 (3.185)] 2024-10-15 06:27:07,212 - Train: 81.38% [1018100/1251000] [813.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000277] [CE 4.431 (4.243)] [KD 3.025 (3.153)] 2024-10-15 06:27:14,903 - Train: 81.39% [1018150/1251000] [813.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000277] [CE 4.102 (4.260)] [KD 3.081 (3.176)] 2024-10-15 06:27:22,565 - Train: 81.39% [1018200/1251000] [813.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000277] [CE 3.783 (4.232)] [KD 3.041 (3.165)] 2024-10-15 06:27:30,379 - Train: 81.39% [1018250/1251000] [813.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000277] [CE 4.307 (4.199)] [KD 3.514 (3.150)] 2024-10-15 06:27:38,045 - Train: 81.40% [1018300/1251000] [814.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.002] [optim_t 0.149] [lr 0.000276] [CE 4.639 (4.196)] [KD 3.453 (3.122)] 2024-10-15 06:27:45,918 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 37348] [top5_cnt 46058] [top_all 50000] 2024-10-15 06:27:45,918 - net: 74.696 (92.116) 2024-10-15 06:27:51,891 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38688] [top5_cnt 46735] [top_all 50000] 2024-10-15 06:27:51,892 - net_E: 77.376 (93.470) 2024-10-15 06:27:52,033 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:27:52,034 - ==> Total time: 1 day, 16:25:35 Eta: 9:14:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:27:59,686 - Train: 81.40% [1018350/1251000] [814.0/1000.0] [batch_t 0.150 (0.166)] [data_t 0.004] [optim_t 0.146] [lr 0.000276] [CE 4.200 (4.261)] [KD 3.060 (3.159)] 2024-10-15 06:28:07,398 - Train: 81.41% [1018400/1251000] [814.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000276] [CE 4.369 (4.273)] [KD 3.282 (3.157)] 2024-10-15 06:28:15,100 - Train: 81.41% [1018450/1251000] [814.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000276] [CE 4.098 (4.257)] [KD 3.093 (3.142)] 2024-10-15 06:28:23,025 - Train: 81.41% [1018500/1251000] [814.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000276] [CE 3.974 (4.265)] [KD 2.920 (3.159)] 2024-10-15 06:28:30,606 - Train: 81.42% [1018550/1251000] [814.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000276] [CE 3.854 (4.209)] [KD 3.027 (3.147)] 2024-10-15 06:28:38,437 - Train: 81.42% [1018600/1251000] [814.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000276] [CE 4.265 (4.198)] [KD 3.265 (3.158)] 2024-10-15 06:28:46,011 - Train: 81.43% [1018650/1251000] [814.3/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000276] [CE 4.686 (4.239)] [KD 3.352 (3.139)] 2024-10-15 06:28:53,731 - Train: 81.43% [1018700/1251000] [814.3/1000.0] [batch_t 0.159 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000276] [CE 4.167 (4.304)] [KD 3.061 (3.216)] 2024-10-15 06:29:01,808 - Train: 81.43% [1018750/1251000] [814.3/1000.0] [batch_t 0.151 (0.161)] [data_t 0.005] [optim_t 0.146] [lr 0.000275] [CE 4.620 (4.219)] [KD 3.164 (3.144)] 2024-10-15 06:29:09,600 - Train: 81.44% [1018800/1251000] [814.4/1000.0] [batch_t 0.159 (0.156)] [data_t 0.006] [optim_t 0.153] [lr 0.000275] [CE 4.173 (4.212)] [KD 3.169 (3.098)] 2024-10-15 06:29:17,582 - Train: 81.44% [1018850/1251000] [814.4/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000275] [CE 4.422 (4.193)] [KD 3.228 (3.146)] 2024-10-15 06:29:25,365 - Train: 81.45% [1018900/1251000] [814.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000275] [CE 3.682 (4.130)] [KD 2.801 (3.105)] 2024-10-15 06:29:32,944 - Train: 81.45% [1018950/1251000] [814.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000275] [CE 4.132 (4.172)] [KD 3.187 (3.137)] 2024-10-15 06:29:40,704 - Train: 81.45% [1019000/1251000] [814.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000275] [CE 4.017 (4.215)] [KD 3.260 (3.142)] 2024-10-15 06:29:48,473 - Train: 81.46% [1019050/1251000] [814.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000275] [CE 4.618 (4.294)] [KD 3.390 (3.187)] 2024-10-15 06:29:56,030 - Train: 81.46% [1019100/1251000] [814.6/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000275] [CE 4.268 (4.270)] [KD 3.365 (3.168)] 2024-10-15 06:30:03,789 - Train: 81.47% [1019150/1251000] [814.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000275] [CE 3.785 (4.239)] [KD 2.882 (3.118)] 2024-10-15 06:30:11,505 - Train: 81.47% [1019200/1251000] [814.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000275] [CE 3.716 (4.236)] [KD 3.044 (3.168)] 2024-10-15 06:30:19,198 - Train: 81.47% [1019250/1251000] [814.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000274] [CE 4.351 (4.173)] [KD 3.096 (3.150)] 2024-10-15 06:30:26,992 - Train: 81.48% [1019300/1251000] [814.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000274] [CE 3.753 (4.196)] [KD 3.036 (3.134)] 2024-10-15 06:30:34,773 - Train: 81.48% [1019350/1251000] [814.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000274] [CE 4.146 (4.276)] [KD 3.159 (3.182)] 2024-10-15 06:30:42,349 - Train: 81.49% [1019400/1251000] [814.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000274] [CE 4.155 (4.241)] [KD 3.302 (3.157)] 2024-10-15 06:30:50,210 - Train: 81.49% [1019450/1251000] [814.9/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000274] [CE 4.113 (4.183)] [KD 3.337 (3.145)] 2024-10-15 06:30:57,993 - Train: 81.49% [1019500/1251000] [814.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000274] [CE 3.672 (4.326)] [KD 2.822 (3.212)] 2024-10-15 06:31:05,718 - Train: 81.50% [1019550/1251000] [815.0/1000.0] [batch_t 0.157 (0.154)] [data_t 0.009] [optim_t 0.148] [lr 0.000274] [CE 4.126 (4.257)] [KD 3.192 (3.179)] 2024-10-15 06:31:13,909 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 37586] [top5_cnt 46189] [top_all 50000] 2024-10-15 06:31:13,910 - net: 75.172 (92.378) 2024-10-15 06:31:19,871 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38690] [top5_cnt 46724] [top_all 50000] 2024-10-15 06:31:19,871 - net_E: 77.380 (93.448) 2024-10-15 06:31:20,025 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:31:20,025 - ==> Total time: 1 day, 16:29:03 Eta: 9:11:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:31:28,042 - Train: 81.50% [1019600/1251000] [815.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.004] [optim_t 0.147] [lr 0.000274] [CE 4.440 (4.240)] [KD 3.193 (3.135)] 2024-10-15 06:31:35,577 - Train: 81.51% [1019650/1251000] [815.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000274] [CE 3.838 (4.265)] [KD 2.910 (3.185)] 2024-10-15 06:31:43,242 - Train: 81.51% [1019700/1251000] [815.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000274] [CE 4.620 (4.230)] [KD 3.405 (3.157)] 2024-10-15 06:31:51,037 - Train: 81.51% [1019750/1251000] [815.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000273] [CE 4.295 (4.170)] [KD 3.127 (3.095)] 2024-10-15 06:31:58,599 - Train: 81.52% [1019800/1251000] [815.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000273] [CE 4.112 (4.188)] [KD 2.985 (3.119)] 2024-10-15 06:32:06,410 - Train: 81.52% [1019850/1251000] [815.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000273] [CE 4.338 (4.222)] [KD 3.032 (3.141)] 2024-10-15 06:32:14,250 - Train: 81.53% [1019900/1251000] [815.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000273] [CE 4.568 (4.274)] [KD 3.545 (3.156)] 2024-10-15 06:32:22,063 - Train: 81.53% [1019950/1251000] [815.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000273] [CE 4.301 (4.200)] [KD 3.248 (3.123)] 2024-10-15 06:32:29,876 - Train: 81.53% [1020000/1251000] [815.3/1000.0] [batch_t 0.250 (0.156)] [data_t 0.005] [optim_t 0.245] [lr 0.000273] [CE 4.182 (4.263)] [KD 3.071 (3.178)] 2024-10-15 06:32:37,436 - Train: 81.54% [1020050/1251000] [815.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000273] [CE 4.151 (4.285)] [KD 3.297 (3.182)] 2024-10-15 06:32:45,128 - Train: 81.54% [1020100/1251000] [815.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000273] [CE 4.625 (4.168)] [KD 3.271 (3.155)] 2024-10-15 06:32:53,073 - Train: 81.55% [1020150/1251000] [815.5/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.142] [lr 0.000273] [CE 4.361 (4.238)] [KD 3.191 (3.125)] 2024-10-15 06:33:00,603 - Train: 81.55% [1020200/1251000] [815.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000273] [CE 3.715 (4.223)] [KD 2.822 (3.116)] 2024-10-15 06:33:08,243 - Train: 81.55% [1020250/1251000] [815.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000272] [CE 3.714 (4.127)] [KD 3.110 (3.096)] 2024-10-15 06:33:16,052 - Train: 81.56% [1020300/1251000] [815.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000272] [CE 3.745 (4.151)] [KD 2.915 (3.118)] 2024-10-15 06:33:23,592 - Train: 81.56% [1020350/1251000] [815.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.002] [optim_t 0.150] [lr 0.000272] [CE 3.580 (4.205)] [KD 2.734 (3.122)] 2024-10-15 06:33:31,515 - Train: 81.57% [1020400/1251000] [815.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000272] [CE 4.483 (4.198)] [KD 3.156 (3.125)] 2024-10-15 06:33:39,286 - Train: 81.57% [1020450/1251000] [815.7/1000.0] [batch_t 0.160 (0.155)] [data_t 0.003] [optim_t 0.157] [lr 0.000272] [CE 3.944 (4.196)] [KD 2.944 (3.125)] 2024-10-15 06:33:46,829 - Train: 81.57% [1020500/1251000] [815.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000272] [CE 4.647 (4.279)] [KD 3.441 (3.169)] 2024-10-15 06:33:54,494 - Train: 81.58% [1020550/1251000] [815.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000272] [CE 4.263 (4.135)] [KD 3.098 (3.122)] 2024-10-15 06:34:02,090 - Train: 81.58% [1020600/1251000] [815.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000272] [CE 3.973 (4.247)] [KD 3.081 (3.177)] 2024-10-15 06:34:09,640 - Train: 81.59% [1020650/1251000] [815.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000272] [CE 4.299 (4.200)] [KD 3.295 (3.125)] 2024-10-15 06:34:17,637 - Train: 81.59% [1020700/1251000] [815.9/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.000272] [CE 4.076 (4.215)] [KD 2.960 (3.149)] 2024-10-15 06:34:25,216 - Train: 81.59% [1020750/1251000] [815.9/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000271] [CE 4.599 (4.255)] [KD 3.200 (3.181)] 2024-10-15 06:34:32,905 - Train: 81.60% [1020800/1251000] [816.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000271] [CE 3.697 (4.208)] [KD 2.874 (3.130)] 2024-10-15 06:34:40,910 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37763] [top5_cnt 46234] [top_all 50000] 2024-10-15 06:34:40,910 - net: 75.526 (92.468) 2024-10-15 06:34:46,793 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.107)] [top1_cnt 38705] [top5_cnt 46708] [top_all 50000] 2024-10-15 06:34:46,793 - net_E: 77.410 (93.416) 2024-10-15 06:34:46,932 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:34:46,933 - ==> Total time: 1 day, 16:32:30 Eta: 9:08:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:34:54,269 - Train: 81.60% [1020850/1251000] [816.0/1000.0] [batch_t 0.149 (0.170)] [data_t 0.005] [optim_t 0.145] [lr 0.000271] [CE 4.469 (4.203)] [KD 3.336 (3.155)] 2024-10-15 06:35:01,986 - Train: 81.61% [1020900/1251000] [816.1/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.143] [lr 0.000271] [CE 3.840 (4.196)] [KD 3.177 (3.134)] 2024-10-15 06:35:09,579 - Train: 81.61% [1020950/1251000] [816.1/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000271] [CE 3.798 (4.110)] [KD 2.849 (3.051)] 2024-10-15 06:35:17,299 - Train: 81.61% [1021000/1251000] [816.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000271] [CE 4.673 (4.255)] [KD 3.226 (3.131)] 2024-10-15 06:35:25,023 - Train: 81.62% [1021050/1251000] [816.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000271] [CE 4.363 (4.311)] [KD 3.303 (3.197)] 2024-10-15 06:35:32,721 - Train: 81.62% [1021100/1251000] [816.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000271] [CE 4.203 (4.171)] [KD 3.035 (3.097)] 2024-10-15 06:35:40,782 - Train: 81.63% [1021150/1251000] [816.3/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.145] [lr 0.000271] [CE 4.601 (4.241)] [KD 3.349 (3.145)] 2024-10-15 06:35:48,473 - Train: 81.63% [1021200/1251000] [816.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000270] [CE 4.212 (4.224)] [KD 3.404 (3.142)] 2024-10-15 06:35:56,065 - Train: 81.63% [1021250/1251000] [816.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000270] [CE 4.235 (4.175)] [KD 3.390 (3.126)] 2024-10-15 06:36:03,730 - Train: 81.64% [1021300/1251000] [816.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000270] [CE 4.525 (4.236)] [KD 3.386 (3.174)] 2024-10-15 06:36:11,256 - Train: 81.64% [1021350/1251000] [816.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000270] [CE 4.450 (4.255)] [KD 3.361 (3.156)] 2024-10-15 06:36:19,007 - Train: 81.65% [1021400/1251000] [816.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000270] [CE 3.801 (4.233)] [KD 2.905 (3.115)] 2024-10-15 06:36:26,645 - Train: 81.65% [1021450/1251000] [816.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000270] [CE 3.664 (4.140)] [KD 2.818 (3.081)] 2024-10-15 06:36:34,302 - Train: 81.65% [1021500/1251000] [816.5/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000270] [CE 4.229 (4.126)] [KD 3.097 (3.080)] 2024-10-15 06:36:42,049 - Train: 81.66% [1021550/1251000] [816.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000270] [CE 4.314 (4.255)] [KD 3.267 (3.142)] 2024-10-15 06:36:49,698 - Train: 81.66% [1021600/1251000] [816.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000270] [CE 4.279 (4.263)] [KD 3.168 (3.157)] 2024-10-15 06:36:57,223 - Train: 81.67% [1021650/1251000] [816.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000270] [CE 3.661 (4.179)] [KD 2.815 (3.107)] 2024-10-15 06:37:04,953 - Train: 81.67% [1021700/1251000] [816.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000269] [CE 3.981 (4.182)] [KD 2.961 (3.126)] 2024-10-15 06:37:12,829 - Train: 81.67% [1021750/1251000] [816.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000269] [CE 3.992 (4.217)] [KD 3.090 (3.142)] 2024-10-15 06:37:20,506 - Train: 81.68% [1021800/1251000] [816.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000269] [CE 4.782 (4.315)] [KD 3.336 (3.193)] 2024-10-15 06:37:28,167 - Train: 81.68% [1021850/1251000] [816.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000269] [CE 4.449 (4.268)] [KD 3.218 (3.170)] 2024-10-15 06:37:35,698 - Train: 81.69% [1021900/1251000] [816.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000269] [CE 4.226 (4.282)] [KD 3.245 (3.206)] 2024-10-15 06:37:43,214 - Train: 81.69% [1021950/1251000] [816.9/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000269] [CE 3.917 (4.208)] [KD 2.998 (3.129)] 2024-10-15 06:37:51,049 - Train: 81.69% [1022000/1251000] [816.9/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000269] [CE 4.644 (4.224)] [KD 3.452 (3.186)] 2024-10-15 06:37:58,777 - Train: 81.70% [1022050/1251000] [817.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000269] [CE 4.558 (4.189)] [KD 3.174 (3.138)] 2024-10-15 06:38:07,145 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 37753] [top5_cnt 46285] [top_all 50000] 2024-10-15 06:38:07,145 - net: 75.506 (92.570) 2024-10-15 06:38:13,124 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38712] [top5_cnt 46720] [top_all 50000] 2024-10-15 06:38:13,124 - net_E: 77.424 (93.440) 2024-10-15 06:38:13,232 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:38:13,232 - ==> Total time: 1 day, 16:35:56 Eta: 9:05:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:38:20,553 - Train: 81.70% [1022100/1251000] [817.0/1000.0] [batch_t 0.149 (0.165)] [data_t 0.005] [optim_t 0.144] [lr 0.000269] [CE 3.576 (4.214)] [KD 2.792 (3.101)] 2024-10-15 06:38:28,213 - Train: 81.71% [1022150/1251000] [817.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000269] [CE 3.887 (4.177)] [KD 2.941 (3.085)] 2024-10-15 06:38:35,770 - Train: 81.71% [1022200/1251000] [817.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000268] [CE 4.165 (4.216)] [KD 3.115 (3.125)] 2024-10-15 06:38:43,587 - Train: 81.71% [1022250/1251000] [817.1/1000.0] [batch_t 0.147 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000268] [CE 4.328 (4.309)] [KD 3.023 (3.168)] 2024-10-15 06:38:51,363 - Train: 81.72% [1022300/1251000] [817.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000268] [CE 3.913 (4.173)] [KD 2.968 (3.087)] 2024-10-15 06:38:59,040 - Train: 81.72% [1022350/1251000] [817.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.007] [optim_t 0.144] [lr 0.000268] [CE 4.823 (4.186)] [KD 3.621 (3.115)] 2024-10-15 06:39:06,774 - Train: 81.73% [1022400/1251000] [817.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000268] [CE 4.266 (4.274)] [KD 3.125 (3.168)] 2024-10-15 06:39:14,373 - Train: 81.73% [1022450/1251000] [817.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000268] [CE 4.174 (4.283)] [KD 2.938 (3.157)] 2024-10-15 06:39:22,037 - Train: 81.73% [1022500/1251000] [817.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000268] [CE 4.486 (4.199)] [KD 3.268 (3.107)] 2024-10-15 06:39:29,682 - Train: 81.74% [1022550/1251000] [817.4/1000.0] [batch_t 0.256 (0.153)] [data_t 0.004] [optim_t 0.252] [lr 0.000268] [CE 3.729 (4.168)] [KD 2.758 (3.098)] 2024-10-15 06:39:37,548 - Train: 81.74% [1022600/1251000] [817.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000268] [CE 4.416 (4.207)] [KD 3.115 (3.136)] 2024-10-15 06:39:45,206 - Train: 81.75% [1022650/1251000] [817.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000268] [CE 4.251 (4.216)] [KD 3.155 (3.116)] 2024-10-15 06:39:52,961 - Train: 81.75% [1022700/1251000] [817.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000267] [CE 4.785 (4.217)] [KD 3.539 (3.117)] 2024-10-15 06:40:00,529 - Train: 81.75% [1022750/1251000] [817.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000267] [CE 3.747 (4.168)] [KD 3.017 (3.132)] 2024-10-15 06:40:08,133 - Train: 81.76% [1022800/1251000] [817.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000267] [CE 4.418 (4.199)] [KD 3.174 (3.136)] 2024-10-15 06:40:15,956 - Train: 81.76% [1022850/1251000] [817.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000267] [CE 4.397 (4.205)] [KD 3.146 (3.138)] 2024-10-15 06:40:23,843 - Train: 81.77% [1022900/1251000] [817.7/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000267] [CE 4.453 (4.191)] [KD 3.371 (3.129)] 2024-10-15 06:40:31,484 - Train: 81.77% [1022950/1251000] [817.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000267] [CE 3.967 (4.248)] [KD 3.117 (3.129)] 2024-10-15 06:40:39,473 - Train: 81.77% [1023000/1251000] [817.7/1000.0] [batch_t 0.158 (0.160)] [data_t 0.005] [optim_t 0.153] [lr 0.000267] [CE 4.192 (4.258)] [KD 3.035 (3.157)] 2024-10-15 06:40:47,037 - Train: 81.78% [1023050/1251000] [817.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000267] [CE 4.451 (4.270)] [KD 3.206 (3.168)] 2024-10-15 06:40:55,004 - Train: 81.78% [1023100/1251000] [817.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000267] [CE 4.166 (4.142)] [KD 3.076 (3.078)] 2024-10-15 06:41:02,596 - Train: 81.79% [1023150/1251000] [817.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000267] [CE 4.837 (4.160)] [KD 3.548 (3.128)] 2024-10-15 06:41:10,301 - Train: 81.79% [1023200/1251000] [817.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000266] [CE 3.800 (4.238)] [KD 2.918 (3.145)] 2024-10-15 06:41:18,317 - Train: 81.79% [1023250/1251000] [817.9/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000266] [CE 4.602 (4.305)] [KD 3.620 (3.207)] 2024-10-15 06:41:26,044 - Train: 81.80% [1023300/1251000] [818.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000266] [CE 3.963 (4.272)] [KD 3.096 (3.166)] 2024-10-15 06:41:34,585 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37564] [top5_cnt 46113] [top_all 50000] 2024-10-15 06:41:34,585 - net: 75.128 (92.226) 2024-10-15 06:41:40,483 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 38684] [top5_cnt 46719] [top_all 50000] 2024-10-15 06:41:40,483 - net_E: 77.368 (93.438) 2024-10-15 06:41:40,611 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:41:40,611 - ==> Total time: 1 day, 16:39:23 Eta: 9:02:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:41:50,248 - Train: 81.80% [1023350/1251000] [818.0/1000.0] [batch_t 0.151 (0.251)] [data_t 0.003] [optim_t 0.148] [lr 0.000266] [CE 3.419 (4.261)] [KD 2.637 (3.173)] 2024-10-15 06:41:57,994 - Train: 81.81% [1023400/1251000] [818.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000266] [CE 4.483 (4.198)] [KD 3.281 (3.111)] 2024-10-15 06:42:05,871 - Train: 81.81% [1023450/1251000] [818.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000266] [CE 3.956 (4.192)] [KD 3.115 (3.110)] 2024-10-15 06:42:13,562 - Train: 81.81% [1023500/1251000] [818.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000266] [CE 4.351 (4.253)] [KD 3.346 (3.156)] 2024-10-15 06:42:21,191 - Train: 81.82% [1023550/1251000] [818.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000266] [CE 4.226 (4.221)] [KD 2.949 (3.117)] 2024-10-15 06:42:28,900 - Train: 81.82% [1023600/1251000] [818.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000266] [CE 4.094 (4.208)] [KD 2.965 (3.139)] 2024-10-15 06:42:36,753 - Train: 81.83% [1023650/1251000] [818.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000266] [CE 4.357 (4.276)] [KD 3.191 (3.166)] 2024-10-15 06:42:44,461 - Train: 81.83% [1023700/1251000] [818.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000265] [CE 4.431 (4.206)] [KD 3.276 (3.098)] 2024-10-15 06:42:52,366 - Train: 81.83% [1023750/1251000] [818.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000265] [CE 4.555 (4.256)] [KD 3.279 (3.144)] 2024-10-15 06:43:00,041 - Train: 81.84% [1023800/1251000] [818.4/1000.0] [batch_t 0.162 (0.153)] [data_t 0.004] [optim_t 0.158] [lr 0.000265] [CE 4.519 (4.202)] [KD 3.447 (3.132)] 2024-10-15 06:43:07,630 - Train: 81.84% [1023850/1251000] [818.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000265] [CE 3.933 (4.217)] [KD 3.001 (3.136)] 2024-10-15 06:43:15,284 - Train: 81.85% [1023900/1251000] [818.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000265] [CE 3.795 (4.201)] [KD 3.025 (3.116)] 2024-10-15 06:43:22,855 - Train: 81.85% [1023950/1251000] [818.5/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000265] [CE 4.499 (4.241)] [KD 3.241 (3.156)] 2024-10-15 06:43:30,553 - Train: 81.85% [1024000/1251000] [818.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000265] [CE 4.031 (4.228)] [KD 2.995 (3.096)] 2024-10-15 06:43:38,530 - Train: 81.86% [1024050/1251000] [818.6/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.143] [lr 0.000265] [CE 4.650 (4.173)] [KD 3.422 (3.100)] 2024-10-15 06:43:46,174 - Train: 81.86% [1024100/1251000] [818.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000265] [CE 4.035 (4.314)] [KD 2.870 (3.133)] 2024-10-15 06:43:53,866 - Train: 81.87% [1024150/1251000] [818.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000265] [CE 3.985 (4.248)] [KD 3.097 (3.141)] 2024-10-15 06:44:01,540 - Train: 81.87% [1024200/1251000] [818.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000264] [CE 4.515 (4.273)] [KD 3.325 (3.151)] 2024-10-15 06:44:09,087 - Train: 81.87% [1024250/1251000] [818.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000264] [CE 4.125 (4.188)] [KD 3.060 (3.103)] 2024-10-15 06:44:16,821 - Train: 81.88% [1024300/1251000] [818.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000264] [CE 4.605 (4.217)] [KD 3.285 (3.089)] 2024-10-15 06:44:24,573 - Train: 81.88% [1024350/1251000] [818.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000264] [CE 4.177 (4.239)] [KD 3.048 (3.145)] 2024-10-15 06:44:32,135 - Train: 81.89% [1024400/1251000] [818.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000264] [CE 4.392 (4.230)] [KD 3.396 (3.169)] 2024-10-15 06:44:39,805 - Train: 81.89% [1024450/1251000] [818.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000264] [CE 4.364 (4.197)] [KD 3.118 (3.105)] 2024-10-15 06:44:47,641 - Train: 81.89% [1024500/1251000] [818.9/1000.0] [batch_t 0.163 (0.157)] [data_t 0.004] [optim_t 0.159] [lr 0.000264] [CE 4.499 (4.212)] [KD 3.202 (3.121)] 2024-10-15 06:44:55,289 - Train: 81.90% [1024550/1251000] [819.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000264] [CE 3.501 (4.294)] [KD 2.706 (3.158)] 2024-10-15 06:45:03,961 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37651] [top5_cnt 46222] [top_all 50000] 2024-10-15 06:45:03,961 - net: 75.302 (92.444) 2024-10-15 06:45:09,902 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38699] [top5_cnt 46717] [top_all 50000] 2024-10-15 06:45:09,903 - net_E: 77.398 (93.434) 2024-10-15 06:45:10,036 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:45:10,037 - ==> Total time: 1 day, 16:42:53 Eta: 8:59:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:45:17,091 - Train: 81.90% [1024600/1251000] [819.0/1000.0] [batch_t 0.149 (0.177)] [data_t 0.004] [optim_t 0.144] [lr 0.000264] [CE 4.235 (4.236)] [KD 2.918 (3.101)] 2024-10-15 06:45:24,783 - Train: 81.91% [1024650/1251000] [819.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000264] [CE 4.515 (4.219)] [KD 3.017 (3.120)] 2024-10-15 06:45:32,338 - Train: 81.91% [1024700/1251000] [819.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000263] [CE 4.113 (4.221)] [KD 3.224 (3.129)] 2024-10-15 06:45:40,134 - Train: 81.91% [1024750/1251000] [819.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000263] [CE 4.159 (4.294)] [KD 3.043 (3.159)] 2024-10-15 06:45:47,725 - Train: 81.92% [1024800/1251000] [819.2/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000263] [CE 4.662 (4.159)] [KD 3.277 (3.103)] 2024-10-15 06:45:55,318 - Train: 81.92% [1024850/1251000] [819.2/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000263] [CE 4.678 (4.280)] [KD 3.568 (3.131)] 2024-10-15 06:46:03,109 - Train: 81.93% [1024900/1251000] [819.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000263] [CE 4.129 (4.160)] [KD 2.961 (3.078)] 2024-10-15 06:46:10,838 - Train: 81.93% [1024950/1251000] [819.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000263] [CE 4.113 (4.278)] [KD 2.971 (3.173)] 2024-10-15 06:46:18,775 - Train: 81.93% [1025000/1251000] [819.3/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000263] [CE 4.095 (4.157)] [KD 3.251 (3.096)] 2024-10-15 06:46:26,571 - Train: 81.94% [1025050/1251000] [819.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000263] [CE 4.526 (4.247)] [KD 3.320 (3.159)] 2024-10-15 06:46:34,157 - Train: 81.94% [1025100/1251000] [819.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000263] [CE 4.649 (4.217)] [KD 3.390 (3.135)] 2024-10-15 06:46:41,825 - Train: 81.95% [1025150/1251000] [819.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000263] [CE 4.054 (4.173)] [KD 3.095 (3.089)] 2024-10-15 06:46:49,491 - Train: 81.95% [1025200/1251000] [819.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000262] [CE 4.391 (4.179)] [KD 3.234 (3.139)] 2024-10-15 06:46:57,035 - Train: 81.95% [1025250/1251000] [819.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000262] [CE 4.077 (4.191)] [KD 3.048 (3.114)] 2024-10-15 06:47:04,854 - Train: 81.96% [1025300/1251000] [819.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000262] [CE 4.190 (4.253)] [KD 3.013 (3.137)] 2024-10-15 06:47:12,620 - Train: 81.96% [1025350/1251000] [819.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000262] [CE 4.341 (4.211)] [KD 3.193 (3.132)] 2024-10-15 06:47:20,151 - Train: 81.97% [1025400/1251000] [819.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000262] [CE 3.796 (4.196)] [KD 2.865 (3.111)] 2024-10-15 06:47:28,265 - Train: 81.97% [1025450/1251000] [819.7/1000.0] [batch_t 0.306 (0.162)] [data_t 0.004] [optim_t 0.301] [lr 0.000262] [CE 4.392 (4.222)] [KD 3.142 (3.104)] 2024-10-15 06:47:35,882 - Train: 81.97% [1025500/1251000] [819.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000262] [CE 4.060 (4.224)] [KD 3.118 (3.108)] 2024-10-15 06:47:43,656 - Train: 81.98% [1025550/1251000] [819.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000262] [CE 3.999 (4.205)] [KD 2.969 (3.123)] 2024-10-15 06:47:51,504 - Train: 81.98% [1025600/1251000] [819.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000262] [CE 3.886 (4.192)] [KD 2.631 (3.092)] 2024-10-15 06:47:59,067 - Train: 81.99% [1025650/1251000] [819.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000262] [CE 4.372 (4.294)] [KD 3.216 (3.171)] 2024-10-15 06:48:06,702 - Train: 81.99% [1025700/1251000] [819.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000261] [CE 3.527 (4.223)] [KD 2.711 (3.103)] 2024-10-15 06:48:14,411 - Train: 81.99% [1025750/1251000] [819.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000261] [CE 4.458 (4.258)] [KD 3.311 (3.144)] 2024-10-15 06:48:22,119 - Train: 82.00% [1025800/1251000] [820.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000261] [CE 3.893 (4.243)] [KD 2.920 (3.177)] 2024-10-15 06:48:30,816 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 37761] [top5_cnt 46306] [top_all 50000] 2024-10-15 06:48:30,817 - net: 75.522 (92.612) 2024-10-15 06:48:36,679 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38707] [top5_cnt 46730] [top_all 50000] 2024-10-15 06:48:36,679 - net_E: 77.414 (93.460) 2024-10-15 06:48:36,837 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.436 (epoch: 808)] 2024-10-15 06:48:36,838 - ==> Total time: 1 day, 16:46:20 Eta: 8:57:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:48:44,108 - Train: 82.00% [1025850/1251000] [820.0/1000.0] [batch_t 0.157 (0.177)] [data_t 0.003] [optim_t 0.154] [lr 0.000261] [CE 4.246 (4.304)] [KD 3.041 (3.134)] 2024-10-15 06:48:51,897 - Train: 82.01% [1025900/1251000] [820.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000261] [CE 4.130 (4.216)] [KD 3.146 (3.108)] 2024-10-15 06:48:59,610 - Train: 82.01% [1025950/1251000] [820.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000261] [CE 4.229 (4.257)] [KD 3.346 (3.152)] 2024-10-15 06:49:07,595 - Train: 82.01% [1026000/1251000] [820.1/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000261] [CE 3.715 (4.245)] [KD 2.708 (3.147)] 2024-10-15 06:49:15,319 - Train: 82.02% [1026050/1251000] [820.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000261] [CE 4.636 (4.215)] [KD 3.302 (3.116)] 2024-10-15 06:49:22,951 - Train: 82.02% [1026100/1251000] [820.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000261] [CE 3.945 (4.153)] [KD 2.712 (3.055)] 2024-10-15 06:49:30,809 - Train: 82.03% [1026150/1251000] [820.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000261] [CE 3.650 (4.177)] [KD 2.695 (3.104)] 2024-10-15 06:49:38,570 - Train: 82.03% [1026200/1251000] [820.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000260] [CE 4.494 (4.285)] [KD 3.382 (3.122)] 2024-10-15 06:49:46,322 - Train: 82.03% [1026250/1251000] [820.3/1000.0] [batch_t 0.161 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.000260] [CE 4.581 (4.249)] [KD 3.359 (3.129)] 2024-10-15 06:49:54,220 - Train: 82.04% [1026300/1251000] [820.4/1000.0] [batch_t 0.160 (0.158)] [data_t 0.005] [optim_t 0.155] [lr 0.000260] [CE 4.075 (4.222)] [KD 2.947 (3.111)] 2024-10-15 06:50:01,834 - Train: 82.04% [1026350/1251000] [820.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000260] [CE 4.273 (4.170)] [KD 3.332 (3.068)] 2024-10-15 06:50:09,656 - Train: 82.05% [1026400/1251000] [820.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000260] [CE 4.334 (4.227)] [KD 3.129 (3.104)] 2024-10-15 06:50:17,495 - Train: 82.05% [1026450/1251000] [820.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000260] [CE 4.300 (4.242)] [KD 3.152 (3.119)] 2024-10-15 06:50:25,153 - Train: 82.05% [1026500/1251000] [820.5/1000.0] [batch_t 0.163 (0.153)] [data_t 0.003] [optim_t 0.160] [lr 0.000260] [CE 4.621 (4.206)] [KD 3.109 (3.118)] 2024-10-15 06:50:32,956 - Train: 82.06% [1026550/1251000] [820.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000260] [CE 4.055 (4.294)] [KD 2.877 (3.141)] 2024-10-15 06:50:40,650 - Train: 82.06% [1026600/1251000] [820.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000260] [CE 4.748 (4.266)] [KD 3.508 (3.142)] 2024-10-15 06:50:48,418 - Train: 82.07% [1026650/1251000] [820.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000260] [CE 4.019 (4.208)] [KD 2.972 (3.094)] 2024-10-15 06:50:56,277 - Train: 82.07% [1026700/1251000] [820.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000259] [CE 4.412 (4.238)] [KD 3.269 (3.137)] 2024-10-15 06:51:04,001 - Train: 82.07% [1026750/1251000] [820.7/1000.0] [batch_t 0.163 (0.154)] [data_t 0.004] [optim_t 0.159] [lr 0.000259] [CE 4.631 (4.290)] [KD 3.488 (3.148)] 2024-10-15 06:51:11,718 - Train: 82.08% [1026800/1251000] [820.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000259] [CE 4.566 (4.199)] [KD 3.010 (3.096)] 2024-10-15 06:51:19,296 - Train: 82.08% [1026850/1251000] [820.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000259] [CE 4.504 (4.188)] [KD 3.233 (3.093)] 2024-10-15 06:51:27,135 - Train: 82.09% [1026900/1251000] [820.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000259] [CE 4.191 (4.237)] [KD 3.135 (3.139)] 2024-10-15 06:51:34,802 - Train: 82.09% [1026950/1251000] [820.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000259] [CE 3.906 (4.135)] [KD 2.984 (3.110)] 2024-10-15 06:51:42,596 - Train: 82.09% [1027000/1251000] [820.9/1000.0] [batch_t 0.162 (0.156)] [data_t 0.005] [optim_t 0.157] [lr 0.000259] [CE 4.401 (4.209)] [KD 3.226 (3.092)] 2024-10-15 06:51:50,298 - Train: 82.10% [1027050/1251000] [821.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000259] [CE 4.412 (4.227)] [KD 3.100 (3.120)] 2024-10-15 06:51:59,269 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37816] [top5_cnt 46261] [top_all 50000] 2024-10-15 06:51:59,269 - net: 75.632 (92.522) 2024-10-15 06:52:05,281 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38749] [top5_cnt 46740] [top_all 50000] 2024-10-15 06:52:05,282 - net_E: 77.498 (93.480) 2024-10-15 06:52:05,469 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.498 (epoch: 821)] 2024-10-15 06:52:05,469 - ==> Total time: 1 day, 16:49:48 Eta: 8:54:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:52:17,353 - Train: 82.10% [1027100/1251000] [821.0/1000.0] [batch_t 0.151 (0.173)] [data_t 0.004] [optim_t 0.148] [lr 0.000259] [CE 4.492 (4.255)] [KD 3.118 (3.124)] 2024-10-15 06:52:25,062 - Train: 82.11% [1027150/1251000] [821.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000259] [CE 4.618 (4.214)] [KD 3.446 (3.124)] 2024-10-15 06:52:32,753 - Train: 82.11% [1027200/1251000] [821.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000258] [CE 4.204 (4.250)] [KD 3.124 (3.138)] 2024-10-15 06:52:40,562 - Train: 82.11% [1027250/1251000] [821.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000258] [CE 3.835 (4.207)] [KD 2.889 (3.108)] 2024-10-15 06:52:48,647 - Train: 82.12% [1027300/1251000] [821.2/1000.0] [batch_t 0.158 (0.162)] [data_t 0.003] [optim_t 0.155] [lr 0.000258] [CE 4.023 (4.206)] [KD 2.909 (3.101)] 2024-10-15 06:52:56,438 - Train: 82.12% [1027350/1251000] [821.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000258] [CE 4.033 (4.169)] [KD 2.994 (3.103)] 2024-10-15 06:53:04,073 - Train: 82.13% [1027400/1251000] [821.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000258] [CE 4.026 (4.260)] [KD 2.936 (3.133)] 2024-10-15 06:53:11,722 - Train: 82.13% [1027450/1251000] [821.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000258] [CE 4.189 (4.188)] [KD 3.103 (3.093)] 2024-10-15 06:53:19,549 - Train: 82.13% [1027500/1251000] [821.3/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000258] [CE 4.230 (4.222)] [KD 3.058 (3.088)] 2024-10-15 06:53:27,310 - Train: 82.14% [1027550/1251000] [821.4/1000.0] [batch_t 0.162 (0.155)] [data_t 0.003] [optim_t 0.158] [lr 0.000258] [CE 4.172 (4.243)] [KD 3.124 (3.101)] 2024-10-15 06:53:34,980 - Train: 82.14% [1027600/1251000] [821.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000258] [CE 4.200 (4.214)] [KD 3.036 (3.102)] 2024-10-15 06:53:42,740 - Train: 82.15% [1027650/1251000] [821.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000258] [CE 4.372 (4.206)] [KD 3.264 (3.117)] 2024-10-15 06:53:50,694 - Train: 82.15% [1027700/1251000] [821.5/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.152] [lr 0.000257] [CE 3.958 (4.142)] [KD 2.823 (3.074)] 2024-10-15 06:53:58,291 - Train: 82.15% [1027750/1251000] [821.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000257] [CE 4.686 (4.155)] [KD 3.556 (3.112)] 2024-10-15 06:54:06,129 - Train: 82.16% [1027800/1251000] [821.6/1000.0] [batch_t 0.157 (0.157)] [data_t 0.006] [optim_t 0.151] [lr 0.000257] [CE 3.961 (4.274)] [KD 3.071 (3.151)] 2024-10-15 06:54:13,792 - Train: 82.16% [1027850/1251000] [821.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000257] [CE 4.875 (4.255)] [KD 3.472 (3.129)] 2024-10-15 06:54:21,565 - Train: 82.17% [1027900/1251000] [821.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000257] [CE 4.219 (4.200)] [KD 2.986 (3.102)] 2024-10-15 06:54:29,513 - Train: 82.17% [1027950/1251000] [821.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000257] [CE 4.101 (4.155)] [KD 3.032 (3.119)] 2024-10-15 06:54:37,231 - Train: 82.17% [1028000/1251000] [821.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000257] [CE 4.362 (4.163)] [KD 3.070 (3.114)] 2024-10-15 06:54:44,892 - Train: 82.18% [1028050/1251000] [821.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000257] [CE 4.259 (4.218)] [KD 3.077 (3.114)] 2024-10-15 06:54:52,466 - Train: 82.18% [1028100/1251000] [821.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000257] [CE 4.347 (4.249)] [KD 3.317 (3.134)] 2024-10-15 06:55:00,315 - Train: 82.19% [1028150/1251000] [821.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000257] [CE 4.319 (4.214)] [KD 3.137 (3.122)] 2024-10-15 06:55:08,047 - Train: 82.19% [1028200/1251000] [821.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000256] [CE 4.149 (4.285)] [KD 3.090 (3.178)] 2024-10-15 06:55:15,826 - Train: 82.19% [1028250/1251000] [821.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000256] [CE 4.220 (4.208)] [KD 3.136 (3.127)] 2024-10-15 06:55:23,695 - Train: 82.20% [1028300/1251000] [822.0/1000.0] [batch_t 0.281 (0.157)] [data_t 0.004] [optim_t 0.277] [lr 0.000256] [CE 3.729 (4.214)] [KD 2.937 (3.111)] 2024-10-15 06:55:32,785 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37523] [top5_cnt 46071] [top_all 50000] 2024-10-15 06:55:32,785 - net: 75.046 (92.142) 2024-10-15 06:55:38,692 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.107)] [top1_cnt 38782] [top5_cnt 46747] [top_all 50000] 2024-10-15 06:55:38,693 - net_E: 77.564 (93.494) 2024-10-15 06:55:38,844 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.564 (epoch: 822)] 2024-10-15 06:55:38,844 - ==> Total time: 1 day, 16:53:22 Eta: 8:51:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:55:50,070 - Train: 82.20% [1028350/1251000] [822.0/1000.0] [batch_t 0.154 (0.177)] [data_t 0.004] [optim_t 0.150] [lr 0.000256] [CE 4.502 (4.195)] [KD 3.194 (3.094)] 2024-10-15 06:55:57,657 - Train: 82.21% [1028400/1251000] [822.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000256] [CE 4.578 (4.229)] [KD 3.048 (3.068)] 2024-10-15 06:56:05,321 - Train: 82.21% [1028450/1251000] [822.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000256] [CE 4.412 (4.208)] [KD 3.248 (3.117)] 2024-10-15 06:56:13,065 - Train: 82.21% [1028500/1251000] [822.1/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000256] [CE 4.276 (4.214)] [KD 3.186 (3.095)] 2024-10-15 06:56:20,943 - Train: 82.22% [1028550/1251000] [822.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000256] [CE 4.571 (4.255)] [KD 3.372 (3.117)] 2024-10-15 06:56:28,802 - Train: 82.22% [1028600/1251000] [822.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000256] [CE 4.255 (4.221)] [KD 3.036 (3.118)] 2024-10-15 06:56:36,801 - Train: 82.23% [1028650/1251000] [822.3/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000256] [CE 4.601 (4.161)] [KD 3.304 (3.043)] 2024-10-15 06:56:44,379 - Train: 82.23% [1028700/1251000] [822.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000255] [CE 3.905 (4.190)] [KD 2.999 (3.116)] 2024-10-15 06:56:52,126 - Train: 82.23% [1028750/1251000] [822.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000255] [CE 4.061 (4.265)] [KD 3.063 (3.162)] 2024-10-15 06:56:59,829 - Train: 82.24% [1028800/1251000] [822.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000255] [CE 4.484 (4.210)] [KD 3.380 (3.079)] 2024-10-15 06:57:07,492 - Train: 82.24% [1028850/1251000] [822.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000255] [CE 4.011 (4.204)] [KD 3.011 (3.099)] 2024-10-15 06:57:15,204 - Train: 82.25% [1028900/1251000] [822.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000255] [CE 4.066 (4.227)] [KD 3.098 (3.087)] 2024-10-15 06:57:23,017 - Train: 82.25% [1028950/1251000] [822.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000255] [CE 4.292 (4.159)] [KD 3.104 (3.086)] 2024-10-15 06:57:30,746 - Train: 82.25% [1029000/1251000] [822.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000255] [CE 4.458 (4.161)] [KD 3.070 (3.043)] 2024-10-15 06:57:38,560 - Train: 82.26% [1029050/1251000] [822.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000255] [CE 4.733 (4.199)] [KD 3.421 (3.082)] 2024-10-15 06:57:46,317 - Train: 82.26% [1029100/1251000] [822.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000255] [CE 4.286 (4.239)] [KD 3.291 (3.112)] 2024-10-15 06:57:54,049 - Train: 82.27% [1029150/1251000] [822.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000255] [CE 4.680 (4.224)] [KD 3.278 (3.109)] 2024-10-15 06:58:01,703 - Train: 82.27% [1029200/1251000] [822.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000254] [CE 4.113 (4.177)] [KD 2.947 (3.081)] 2024-10-15 06:58:09,305 - Train: 82.27% [1029250/1251000] [822.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000254] [CE 4.422 (4.251)] [KD 3.123 (3.100)] 2024-10-15 06:58:16,947 - Train: 82.28% [1029300/1251000] [822.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000254] [CE 3.690 (4.191)] [KD 2.878 (3.080)] 2024-10-15 06:58:24,646 - Train: 82.28% [1029350/1251000] [822.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000254] [CE 4.555 (4.193)] [KD 3.093 (3.092)] 2024-10-15 06:58:32,674 - Train: 82.29% [1029400/1251000] [822.9/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000254] [CE 4.371 (4.206)] [KD 3.231 (3.116)] 2024-10-15 06:58:40,532 - Train: 82.29% [1029450/1251000] [822.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000254] [CE 3.705 (4.161)] [KD 2.808 (3.068)] 2024-10-15 06:58:48,285 - Train: 82.29% [1029500/1251000] [822.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000254] [CE 4.897 (4.278)] [KD 3.293 (3.159)] 2024-10-15 06:58:55,922 - Train: 82.30% [1029550/1251000] [823.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000254] [CE 3.642 (4.257)] [KD 2.653 (3.129)] 2024-10-15 06:59:05,250 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37763] [top5_cnt 46233] [top_all 50000] 2024-10-15 06:59:05,251 - net: 75.526 (92.466) 2024-10-15 06:59:11,328 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 38761] [top5_cnt 46723] [top_all 50000] 2024-10-15 06:59:11,328 - net_E: 77.522 (93.446) 2024-10-15 06:59:11,464 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.564 (epoch: 822)] 2024-10-15 06:59:11,464 - ==> Total time: 1 day, 16:56:54 Eta: 8:48:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 06:59:18,020 - Train: 82.30% [1029600/1251000] [823.0/1000.0] [batch_t 0.149 (0.171)] [data_t 0.004] [optim_t 0.144] [lr 0.000254] [CE 4.113 (4.204)] [KD 2.927 (3.084)] 2024-10-15 06:59:25,613 - Train: 82.31% [1029650/1251000] [823.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000254] [CE 3.888 (4.185)] [KD 2.670 (3.084)] 2024-10-15 06:59:33,339 - Train: 82.31% [1029700/1251000] [823.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000253] [CE 4.434 (4.206)] [KD 3.135 (3.101)] 2024-10-15 06:59:41,301 - Train: 82.31% [1029750/1251000] [823.1/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000253] [CE 4.256 (4.140)] [KD 3.196 (3.076)] 2024-10-15 06:59:49,105 - Train: 82.32% [1029800/1251000] [823.2/1000.0] [batch_t 0.282 (0.156)] [data_t 0.005] [optim_t 0.278] [lr 0.000253] [CE 4.455 (4.213)] [KD 3.288 (3.093)] 2024-10-15 06:59:56,703 - Train: 82.32% [1029850/1251000] [823.2/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000253] [CE 4.274 (4.308)] [KD 3.296 (3.133)] 2024-10-15 07:00:04,457 - Train: 82.33% [1029900/1251000] [823.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000253] [CE 3.752 (4.181)] [KD 2.745 (3.080)] 2024-10-15 07:00:12,051 - Train: 82.33% [1029950/1251000] [823.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000253] [CE 4.091 (4.180)] [KD 3.080 (3.079)] 2024-10-15 07:00:19,742 - Train: 82.33% [1030000/1251000] [823.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000253] [CE 4.383 (4.200)] [KD 3.352 (3.110)] 2024-10-15 07:00:27,569 - Train: 82.34% [1030050/1251000] [823.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000253] [CE 4.039 (4.235)] [KD 3.127 (3.106)] 2024-10-15 07:00:35,291 - Train: 82.34% [1030100/1251000] [823.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000253] [CE 4.043 (4.214)] [KD 2.955 (3.078)] 2024-10-15 07:00:43,019 - Train: 82.35% [1030150/1251000] [823.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.000253] [CE 3.816 (4.127)] [KD 2.952 (3.062)] 2024-10-15 07:00:50,836 - Train: 82.35% [1030200/1251000] [823.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000252] [CE 4.476 (4.230)] [KD 3.085 (3.122)] 2024-10-15 07:00:58,519 - Train: 82.35% [1030250/1251000] [823.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000252] [CE 3.987 (4.185)] [KD 2.858 (3.085)] 2024-10-15 07:01:06,150 - Train: 82.36% [1030300/1251000] [823.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000252] [CE 4.304 (4.266)] [KD 3.317 (3.121)] 2024-10-15 07:01:13,843 - Train: 82.36% [1030350/1251000] [823.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000252] [CE 3.563 (4.199)] [KD 2.759 (3.100)] 2024-10-15 07:01:21,615 - Train: 82.37% [1030400/1251000] [823.7/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.158] [lr 0.000252] [CE 3.885 (4.258)] [KD 2.953 (3.149)] 2024-10-15 07:01:29,450 - Train: 82.37% [1030450/1251000] [823.7/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000252] [CE 4.209 (4.187)] [KD 3.133 (3.120)] 2024-10-15 07:01:37,127 - Train: 82.37% [1030500/1251000] [823.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000252] [CE 3.684 (4.197)] [KD 2.785 (3.099)] 2024-10-15 07:01:44,874 - Train: 82.38% [1030550/1251000] [823.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000252] [CE 4.001 (4.258)] [KD 3.026 (3.113)] 2024-10-15 07:01:52,571 - Train: 82.38% [1030600/1251000] [823.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000252] [CE 4.609 (4.200)] [KD 3.276 (3.075)] 2024-10-15 07:02:00,407 - Train: 82.39% [1030650/1251000] [823.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000252] [CE 3.945 (4.143)] [KD 2.951 (3.072)] 2024-10-15 07:02:08,027 - Train: 82.39% [1030700/1251000] [823.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000252] [CE 3.966 (4.144)] [KD 2.975 (3.102)] 2024-10-15 07:02:15,732 - Train: 82.39% [1030750/1251000] [823.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000251] [CE 4.276 (4.133)] [KD 2.928 (3.084)] 2024-10-15 07:02:23,284 - Train: 82.40% [1030800/1251000] [824.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000251] [CE 3.615 (4.149)] [KD 2.815 (3.058)] 2024-10-15 07:02:32,508 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 37803] [top5_cnt 46258] [top_all 50000] 2024-10-15 07:02:32,508 - net: 75.606 (92.516) 2024-10-15 07:02:38,325 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38768] [top5_cnt 46713] [top_all 50000] 2024-10-15 07:02:38,325 - net_E: 77.536 (93.426) 2024-10-15 07:02:38,451 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.564 (epoch: 822)] 2024-10-15 07:02:38,452 - ==> Total time: 1 day, 17:00:21 Eta: 8:45:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:02:44,922 - Train: 82.40% [1030850/1251000] [824.0/1000.0] [batch_t 0.151 (0.176)] [data_t 0.004] [optim_t 0.147] [lr 0.000251] [CE 4.414 (4.276)] [KD 3.348 (3.122)] 2024-10-15 07:02:52,603 - Train: 82.41% [1030900/1251000] [824.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000251] [CE 3.905 (4.213)] [KD 2.932 (3.124)] 2024-10-15 07:03:00,258 - Train: 82.41% [1030950/1251000] [824.1/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000251] [CE 3.940 (4.209)] [KD 2.851 (3.077)] 2024-10-15 07:03:08,202 - Train: 82.41% [1031000/1251000] [824.1/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000251] [CE 3.969 (4.196)] [KD 2.950 (3.047)] 2024-10-15 07:03:15,887 - Train: 82.42% [1031050/1251000] [824.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000251] [CE 4.292 (4.210)] [KD 3.323 (3.106)] 2024-10-15 07:03:23,466 - Train: 82.42% [1031100/1251000] [824.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000251] [CE 4.172 (4.209)] [KD 2.963 (3.082)] 2024-10-15 07:03:31,099 - Train: 82.43% [1031150/1251000] [824.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000251] [CE 3.950 (4.162)] [KD 2.967 (3.087)] 2024-10-15 07:03:38,782 - Train: 82.43% [1031200/1251000] [824.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000251] [CE 4.204 (4.170)] [KD 3.009 (3.077)] 2024-10-15 07:03:46,302 - Train: 82.43% [1031250/1251000] [824.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000250] [CE 4.473 (4.199)] [KD 3.245 (3.052)] 2024-10-15 07:03:54,106 - Train: 82.44% [1031300/1251000] [824.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000250] [CE 3.891 (4.150)] [KD 2.898 (3.071)] 2024-10-15 07:04:01,787 - Train: 82.44% [1031350/1251000] [824.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000250] [CE 4.738 (4.259)] [KD 3.489 (3.128)] 2024-10-15 07:04:09,781 - Train: 82.45% [1031400/1251000] [824.5/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000250] [CE 4.416 (4.263)] [KD 3.206 (3.118)] 2024-10-15 07:04:17,395 - Train: 82.45% [1031450/1251000] [824.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000250] [CE 4.156 (4.124)] [KD 3.043 (3.043)] 2024-10-15 07:04:25,158 - Train: 82.45% [1031500/1251000] [824.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000250] [CE 4.523 (4.178)] [KD 3.139 (3.077)] 2024-10-15 07:04:32,703 - Train: 82.46% [1031550/1251000] [824.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000250] [CE 4.296 (4.205)] [KD 3.254 (3.101)] 2024-10-15 07:04:40,265 - Train: 82.46% [1031600/1251000] [824.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000250] [CE 4.425 (4.270)] [KD 3.334 (3.111)] 2024-10-15 07:04:47,801 - Train: 82.47% [1031650/1251000] [824.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000250] [CE 4.067 (4.191)] [KD 3.204 (3.058)] 2024-10-15 07:04:55,582 - Train: 82.47% [1031700/1251000] [824.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000250] [CE 4.732 (4.249)] [KD 3.514 (3.130)] 2024-10-15 07:05:03,400 - Train: 82.47% [1031750/1251000] [824.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000249] [CE 4.161 (4.147)] [KD 3.078 (3.083)] 2024-10-15 07:05:11,205 - Train: 82.48% [1031800/1251000] [824.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000249] [CE 4.068 (4.265)] [KD 3.113 (3.142)] 2024-10-15 07:05:18,887 - Train: 82.48% [1031850/1251000] [824.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000249] [CE 4.293 (4.257)] [KD 3.149 (3.123)] 2024-10-15 07:05:26,501 - Train: 82.49% [1031900/1251000] [824.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000249] [CE 4.376 (4.161)] [KD 3.165 (3.084)] 2024-10-15 07:05:34,075 - Train: 82.49% [1031950/1251000] [824.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000249] [CE 4.090 (4.167)] [KD 3.034 (3.066)] 2024-10-15 07:05:41,825 - Train: 82.49% [1032000/1251000] [824.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000249] [CE 4.548 (4.280)] [KD 3.296 (3.156)] 2024-10-15 07:05:49,516 - Train: 82.50% [1032050/1251000] [825.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000249] [CE 4.367 (4.236)] [KD 3.158 (3.096)] 2024-10-15 07:05:59,130 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 37710] [top5_cnt 46289] [top_all 50000] 2024-10-15 07:05:59,130 - net: 75.420 (92.578) 2024-10-15 07:06:04,947 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38807] [top5_cnt 46743] [top_all 50000] 2024-10-15 07:06:04,948 - net_E: 77.614 (93.486) 2024-10-15 07:06:05,089 - Max [top1: 75.678 (epoch: 808)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:06:05,089 - ==> Total time: 1 day, 17:03:48 Eta: 8:42:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:06:18,106 - Train: 82.50% [1032100/1251000] [825.0/1000.0] [batch_t 0.156 (0.170)] [data_t 0.005] [optim_t 0.151] [lr 0.000249] [CE 4.667 (4.145)] [KD 3.272 (3.080)] 2024-10-15 07:06:26,021 - Train: 82.51% [1032150/1251000] [825.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000249] [CE 3.920 (4.156)] [KD 2.786 (3.076)] 2024-10-15 07:06:33,594 - Train: 82.51% [1032200/1251000] [825.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000249] [CE 4.518 (4.194)] [KD 3.093 (3.072)] 2024-10-15 07:06:41,551 - Train: 82.51% [1032250/1251000] [825.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000248] [CE 4.125 (4.318)] [KD 3.104 (3.183)] 2024-10-15 07:06:49,131 - Train: 82.52% [1032300/1251000] [825.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000248] [CE 4.076 (4.259)] [KD 3.172 (3.123)] 2024-10-15 07:06:56,966 - Train: 82.52% [1032350/1251000] [825.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000248] [CE 4.439 (4.243)] [KD 3.250 (3.115)] 2024-10-15 07:07:04,837 - Train: 82.53% [1032400/1251000] [825.3/1000.0] [batch_t 0.162 (0.157)] [data_t 0.003] [optim_t 0.159] [lr 0.000248] [CE 4.628 (4.229)] [KD 3.231 (3.083)] 2024-10-15 07:07:12,498 - Train: 82.53% [1032450/1251000] [825.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000248] [CE 4.651 (4.200)] [KD 3.165 (3.082)] 2024-10-15 07:07:20,182 - Train: 82.53% [1032500/1251000] [825.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000248] [CE 4.177 (4.250)] [KD 3.108 (3.123)] 2024-10-15 07:07:28,320 - Train: 82.54% [1032550/1251000] [825.4/1000.0] [batch_t 0.155 (0.163)] [data_t 0.003] [optim_t 0.152] [lr 0.000248] [CE 4.267 (4.147)] [KD 3.062 (3.018)] 2024-10-15 07:07:35,916 - Train: 82.54% [1032600/1251000] [825.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000248] [CE 4.417 (4.190)] [KD 3.268 (3.087)] 2024-10-15 07:07:43,618 - Train: 82.55% [1032650/1251000] [825.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000248] [CE 4.016 (4.171)] [KD 2.971 (3.056)] 2024-10-15 07:07:51,446 - Train: 82.55% [1032700/1251000] [825.5/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000248] [CE 4.214 (4.222)] [KD 3.154 (3.094)] 2024-10-15 07:07:59,189 - Train: 82.55% [1032750/1251000] [825.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000248] [CE 4.707 (4.161)] [KD 3.297 (3.056)] 2024-10-15 07:08:07,053 - Train: 82.56% [1032800/1251000] [825.6/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000247] [CE 4.008 (4.225)] [KD 2.756 (3.082)] 2024-10-15 07:08:15,239 - Train: 82.56% [1032850/1251000] [825.6/1000.0] [batch_t 0.149 (0.164)] [data_t 0.003] [optim_t 0.146] [lr 0.000247] [CE 4.017 (4.140)] [KD 3.221 (3.049)] 2024-10-15 07:08:22,880 - Train: 82.57% [1032900/1251000] [825.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000247] [CE 4.278 (4.292)] [KD 2.940 (3.117)] 2024-10-15 07:08:30,604 - Train: 82.57% [1032950/1251000] [825.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000247] [CE 3.984 (4.159)] [KD 2.883 (3.043)] 2024-10-15 07:08:38,333 - Train: 82.57% [1033000/1251000] [825.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000247] [CE 4.360 (4.224)] [KD 3.184 (3.104)] 2024-10-15 07:08:46,125 - Train: 82.58% [1033050/1251000] [825.8/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000247] [CE 4.061 (4.196)] [KD 3.006 (3.069)] 2024-10-15 07:08:53,940 - Train: 82.58% [1033100/1251000] [825.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000247] [CE 4.006 (4.188)] [KD 2.825 (3.064)] 2024-10-15 07:09:01,741 - Train: 82.59% [1033150/1251000] [825.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000247] [CE 4.261 (4.260)] [KD 3.095 (3.115)] 2024-10-15 07:09:09,632 - Train: 82.59% [1033200/1251000] [825.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000247] [CE 4.289 (4.227)] [KD 3.085 (3.080)] 2024-10-15 07:09:17,422 - Train: 82.59% [1033250/1251000] [825.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000247] [CE 4.052 (4.213)] [KD 2.958 (3.080)] 2024-10-15 07:09:25,229 - Train: 82.60% [1033300/1251000] [826.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000246] [CE 4.705 (4.218)] [KD 3.355 (3.083)] 2024-10-15 07:09:34,865 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 37876] [top5_cnt 46250] [top_all 50000] 2024-10-15 07:09:34,865 - net: 75.752 (92.500) 2024-10-15 07:09:40,904 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38781] [top5_cnt 46744] [top_all 50000] 2024-10-15 07:09:40,905 - net_E: 77.562 (93.488) 2024-10-15 07:09:41,143 - Max [top1: 75.752 (epoch: 826)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:09:41,143 - ==> Total time: 1 day, 17:07:24 Eta: 8:39:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:09:52,009 - Train: 82.60% [1033350/1251000] [826.0/1000.0] [batch_t 0.147 (0.180)] [data_t 0.003] [optim_t 0.144] [lr 0.000246] [CE 4.128 (4.217)] [KD 2.952 (3.062)] 2024-10-15 07:09:59,863 - Train: 82.61% [1033400/1251000] [826.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000246] [CE 4.351 (4.245)] [KD 3.216 (3.111)] 2024-10-15 07:10:07,488 - Train: 82.61% [1033450/1251000] [826.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000246] [CE 4.591 (4.254)] [KD 3.241 (3.099)] 2024-10-15 07:10:15,226 - Train: 82.61% [1033500/1251000] [826.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000246] [CE 4.409 (4.185)] [KD 3.292 (3.076)] 2024-10-15 07:10:23,012 - Train: 82.62% [1033550/1251000] [826.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000246] [CE 4.009 (4.157)] [KD 3.000 (3.043)] 2024-10-15 07:10:30,948 - Train: 82.62% [1033600/1251000] [826.2/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000246] [CE 4.516 (4.186)] [KD 3.275 (3.057)] 2024-10-15 07:10:38,824 - Train: 82.63% [1033650/1251000] [826.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000246] [CE 4.094 (4.159)] [KD 3.124 (3.036)] 2024-10-15 07:10:46,438 - Train: 82.63% [1033700/1251000] [826.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000246] [CE 4.662 (4.146)] [KD 3.221 (3.050)] 2024-10-15 07:10:54,034 - Train: 82.63% [1033750/1251000] [826.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000246] [CE 4.056 (4.196)] [KD 3.032 (3.059)] 2024-10-15 07:11:01,883 - Train: 82.64% [1033800/1251000] [826.4/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000245] [CE 4.240 (4.200)] [KD 2.980 (3.061)] 2024-10-15 07:11:09,843 - Train: 82.64% [1033850/1251000] [826.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000245] [CE 4.547 (4.230)] [KD 3.469 (3.132)] 2024-10-15 07:11:17,737 - Train: 82.65% [1033900/1251000] [826.5/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000245] [CE 4.107 (4.220)] [KD 2.989 (3.087)] 2024-10-15 07:11:25,538 - Train: 82.65% [1033950/1251000] [826.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000245] [CE 4.341 (4.145)] [KD 3.322 (3.045)] 2024-10-15 07:11:33,149 - Train: 82.65% [1034000/1251000] [826.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000245] [CE 4.127 (4.220)] [KD 3.024 (3.121)] 2024-10-15 07:11:40,878 - Train: 82.66% [1034050/1251000] [826.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000245] [CE 3.729 (4.226)] [KD 2.893 (3.094)] 2024-10-15 07:11:48,615 - Train: 82.66% [1034100/1251000] [826.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000245] [CE 4.289 (4.247)] [KD 3.124 (3.122)] 2024-10-15 07:11:56,350 - Train: 82.67% [1034150/1251000] [826.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000245] [CE 3.441 (4.246)] [KD 2.641 (3.091)] 2024-10-15 07:12:04,290 - Train: 82.67% [1034200/1251000] [826.7/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000245] [CE 4.681 (4.209)] [KD 3.305 (3.072)] 2024-10-15 07:12:12,146 - Train: 82.67% [1034250/1251000] [826.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000245] [CE 4.418 (4.173)] [KD 3.006 (3.035)] 2024-10-15 07:12:19,752 - Train: 82.68% [1034300/1251000] [826.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000245] [CE 4.639 (4.228)] [KD 3.241 (3.090)] 2024-10-15 07:12:27,512 - Train: 82.68% [1034350/1251000] [826.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000244] [CE 4.180 (4.216)] [KD 3.151 (3.086)] 2024-10-15 07:12:35,185 - Train: 82.69% [1034400/1251000] [826.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000244] [CE 4.379 (4.185)] [KD 3.242 (3.064)] 2024-10-15 07:12:43,026 - Train: 82.69% [1034450/1251000] [826.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000244] [CE 4.484 (4.179)] [KD 3.244 (3.074)] 2024-10-15 07:12:50,882 - Train: 82.69% [1034500/1251000] [826.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000244] [CE 4.450 (4.220)] [KD 3.138 (3.074)] 2024-10-15 07:12:58,465 - Train: 82.70% [1034550/1251000] [827.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000244] [CE 4.121 (4.236)] [KD 2.962 (3.097)] 2024-10-15 07:13:08,279 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 37719] [top5_cnt 46175] [top_all 50000] 2024-10-15 07:13:08,279 - net: 75.438 (92.350) 2024-10-15 07:13:14,156 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 38802] [top5_cnt 46717] [top_all 50000] 2024-10-15 07:13:14,157 - net_E: 77.604 (93.434) 2024-10-15 07:13:14,296 - Max [top1: 75.752 (epoch: 826)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:13:14,296 - ==> Total time: 1 day, 17:10:57 Eta: 8:36:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:13:19,961 - Train: 82.70% [1034600/1251000] [827.0/1000.0] [batch_t 0.150 (0.170)] [data_t 0.004] [optim_t 0.146] [lr 0.000244] [CE 4.316 (4.332)] [KD 3.064 (3.150)] 2024-10-15 07:13:27,580 - Train: 82.71% [1034650/1251000] [827.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000244] [CE 4.488 (4.203)] [KD 3.247 (3.053)] 2024-10-15 07:13:35,754 - Train: 82.71% [1034700/1251000] [827.1/1000.0] [batch_t 0.153 (0.163)] [data_t 0.005] [optim_t 0.149] [lr 0.000244] [CE 4.216 (4.166)] [KD 3.172 (3.041)] 2024-10-15 07:13:43,478 - Train: 82.71% [1034750/1251000] [827.1/1000.0] [batch_t 0.161 (0.154)] [data_t 0.005] [optim_t 0.156] [lr 0.000244] [CE 4.487 (4.254)] [KD 3.077 (3.119)] 2024-10-15 07:13:51,091 - Train: 82.72% [1034800/1251000] [827.2/1000.0] [batch_t 0.170 (0.152)] [data_t 0.003] [optim_t 0.167] [lr 0.000244] [CE 4.466 (4.223)] [KD 3.300 (3.070)] 2024-10-15 07:13:58,694 - Train: 82.72% [1034850/1251000] [827.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000243] [CE 4.410 (4.202)] [KD 3.128 (3.085)] 2024-10-15 07:14:06,687 - Train: 82.73% [1034900/1251000] [827.3/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000243] [CE 3.615 (4.172)] [KD 2.668 (3.026)] 2024-10-15 07:14:14,235 - Train: 82.73% [1034950/1251000] [827.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000243] [CE 4.533 (4.187)] [KD 3.343 (3.063)] 2024-10-15 07:14:22,036 - Train: 82.73% [1035000/1251000] [827.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000243] [CE 3.996 (4.176)] [KD 2.714 (3.068)] 2024-10-15 07:14:29,833 - Train: 82.74% [1035050/1251000] [827.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000243] [CE 4.612 (4.266)] [KD 3.356 (3.100)] 2024-10-15 07:14:37,521 - Train: 82.74% [1035100/1251000] [827.4/1000.0] [batch_t 0.160 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.000243] [CE 4.328 (4.127)] [KD 2.983 (3.017)] 2024-10-15 07:14:45,170 - Train: 82.75% [1035150/1251000] [827.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000243] [CE 4.623 (4.295)] [KD 3.131 (3.104)] 2024-10-15 07:14:52,755 - Train: 82.75% [1035200/1251000] [827.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000243] [CE 3.860 (4.233)] [KD 3.014 (3.081)] 2024-10-15 07:15:00,322 - Train: 82.75% [1035250/1251000] [827.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000243] [CE 4.129 (4.250)] [KD 3.186 (3.101)] 2024-10-15 07:15:08,363 - Train: 82.76% [1035300/1251000] [827.6/1000.0] [batch_t 0.160 (0.161)] [data_t 0.005] [optim_t 0.155] [lr 0.000243] [CE 4.235 (4.171)] [KD 2.879 (3.074)] 2024-10-15 07:15:16,370 - Train: 82.76% [1035350/1251000] [827.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000242] [CE 4.351 (4.151)] [KD 3.130 (3.013)] 2024-10-15 07:15:23,917 - Train: 82.77% [1035400/1251000] [827.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000242] [CE 4.331 (4.159)] [KD 3.114 (3.047)] 2024-10-15 07:15:31,604 - Train: 82.77% [1035450/1251000] [827.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000242] [CE 4.036 (4.268)] [KD 3.016 (3.116)] 2024-10-15 07:15:39,204 - Train: 82.77% [1035500/1251000] [827.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000242] [CE 4.580 (4.216)] [KD 3.341 (3.086)] 2024-10-15 07:15:46,950 - Train: 82.78% [1035550/1251000] [827.8/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000242] [CE 4.115 (4.150)] [KD 3.044 (3.032)] 2024-10-15 07:15:54,781 - Train: 82.78% [1035600/1251000] [827.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000242] [CE 4.172 (4.227)] [KD 3.035 (3.101)] 2024-10-15 07:16:02,622 - Train: 82.79% [1035650/1251000] [827.9/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.153] [lr 0.000242] [CE 4.292 (4.178)] [KD 3.206 (3.041)] 2024-10-15 07:16:10,172 - Train: 82.79% [1035700/1251000] [827.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000242] [CE 4.141 (4.309)] [KD 3.052 (3.181)] 2024-10-15 07:16:18,087 - Train: 82.79% [1035750/1251000] [827.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000242] [CE 4.180 (4.276)] [KD 2.919 (3.113)] 2024-10-15 07:16:25,642 - Train: 82.80% [1035800/1251000] [828.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000242] [CE 4.426 (4.267)] [KD 3.181 (3.116)] 2024-10-15 07:16:35,644 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37909] [top5_cnt 46305] [top_all 50000] 2024-10-15 07:16:35,644 - net: 75.818 (92.610) 2024-10-15 07:16:41,664 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 38783] [top5_cnt 46721] [top_all 50000] 2024-10-15 07:16:41,665 - net_E: 77.566 (93.442) 2024-10-15 07:16:41,815 - Max [top1: 75.818 (epoch: 828)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:16:41,816 - ==> Total time: 1 day, 17:14:25 Eta: 8:34:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:16:52,898 - Train: 82.80% [1035850/1251000] [828.0/1000.0] [batch_t 0.155 (0.179)] [data_t 0.003] [optim_t 0.152] [lr 0.000242] [CE 4.774 (4.204)] [KD 3.359 (3.096)] 2024-10-15 07:17:00,715 - Train: 82.81% [1035900/1251000] [828.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000241] [CE 4.581 (4.241)] [KD 3.190 (3.075)] 2024-10-15 07:17:08,565 - Train: 82.81% [1035950/1251000] [828.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000241] [CE 3.876 (4.196)] [KD 2.720 (3.060)] 2024-10-15 07:17:16,522 - Train: 82.81% [1036000/1251000] [828.1/1000.0] [batch_t 0.165 (0.159)] [data_t 0.004] [optim_t 0.161] [lr 0.000241] [CE 3.943 (4.237)] [KD 3.137 (3.113)] 2024-10-15 07:17:24,567 - Train: 82.82% [1036050/1251000] [828.2/1000.0] [batch_t 0.158 (0.161)] [data_t 0.005] [optim_t 0.153] [lr 0.000241] [CE 4.336 (4.162)] [KD 3.208 (3.039)] 2024-10-15 07:17:32,221 - Train: 82.82% [1036100/1251000] [828.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000241] [CE 4.263 (4.248)] [KD 3.088 (3.099)] 2024-10-15 07:17:39,835 - Train: 82.83% [1036150/1251000] [828.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000241] [CE 4.093 (4.236)] [KD 2.999 (3.080)] 2024-10-15 07:17:47,564 - Train: 82.83% [1036200/1251000] [828.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000241] [CE 4.227 (4.166)] [KD 2.890 (3.025)] 2024-10-15 07:17:55,311 - Train: 82.83% [1036250/1251000] [828.3/1000.0] [batch_t 0.156 (0.155)] [data_t 0.006] [optim_t 0.150] [lr 0.000241] [CE 3.988 (4.197)] [KD 3.023 (3.061)] 2024-10-15 07:18:03,095 - Train: 82.84% [1036300/1251000] [828.4/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000241] [CE 4.395 (4.205)] [KD 2.986 (3.051)] 2024-10-15 07:18:11,038 - Train: 82.84% [1036350/1251000] [828.4/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000241] [CE 4.693 (4.156)] [KD 3.097 (3.002)] 2024-10-15 07:18:18,892 - Train: 82.85% [1036400/1251000] [828.5/1000.0] [batch_t 0.165 (0.157)] [data_t 0.004] [optim_t 0.160] [lr 0.000240] [CE 4.078 (4.174)] [KD 3.007 (3.061)] 2024-10-15 07:18:26,722 - Train: 82.85% [1036450/1251000] [828.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000240] [CE 4.396 (4.244)] [KD 3.227 (3.097)] 2024-10-15 07:18:34,830 - Train: 82.85% [1036500/1251000] [828.5/1000.0] [batch_t 0.153 (0.162)] [data_t 0.004] [optim_t 0.148] [lr 0.000240] [CE 4.180 (4.193)] [KD 3.273 (3.073)] 2024-10-15 07:18:42,615 - Train: 82.86% [1036550/1251000] [828.6/1000.0] [batch_t 0.159 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000240] [CE 4.666 (4.195)] [KD 3.286 (3.057)] 2024-10-15 07:18:50,240 - Train: 82.86% [1036600/1251000] [828.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000240] [CE 4.327 (4.267)] [KD 3.371 (3.123)] 2024-10-15 07:18:57,969 - Train: 82.87% [1036650/1251000] [828.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000240] [CE 4.310 (4.107)] [KD 3.230 (3.040)] 2024-10-15 07:19:05,668 - Train: 82.87% [1036700/1251000] [828.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000240] [CE 4.149 (4.213)] [KD 2.990 (3.074)] 2024-10-15 07:19:13,549 - Train: 82.87% [1036750/1251000] [828.7/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000240] [CE 4.151 (4.212)] [KD 3.058 (3.108)] 2024-10-15 07:19:21,636 - Train: 82.88% [1036800/1251000] [828.8/1000.0] [batch_t 0.154 (0.162)] [data_t 0.004] [optim_t 0.149] [lr 0.000240] [CE 4.049 (4.269)] [KD 3.058 (3.114)] 2024-10-15 07:19:29,508 - Train: 82.88% [1036850/1251000] [828.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000240] [CE 4.206 (4.225)] [KD 3.119 (3.083)] 2024-10-15 07:19:37,424 - Train: 82.89% [1036900/1251000] [828.9/1000.0] [batch_t 0.160 (0.158)] [data_t 0.004] [optim_t 0.157] [lr 0.000240] [CE 3.895 (4.153)] [KD 2.792 (3.055)] 2024-10-15 07:19:45,056 - Train: 82.89% [1036950/1251000] [828.9/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000239] [CE 4.451 (4.165)] [KD 3.191 (3.062)] 2024-10-15 07:19:52,644 - Train: 82.89% [1037000/1251000] [828.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000239] [CE 4.527 (4.214)] [KD 3.128 (3.081)] 2024-10-15 07:20:00,393 - Train: 82.90% [1037050/1251000] [829.0/1000.0] [batch_t 0.166 (0.155)] [data_t 0.003] [optim_t 0.163] [lr 0.000239] [CE 4.098 (4.302)] [KD 2.878 (3.109)] 2024-10-15 07:20:10,583 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37711] [top5_cnt 46225] [top_all 50000] 2024-10-15 07:20:10,583 - net: 75.422 (92.450) 2024-10-15 07:20:16,470 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38762] [top5_cnt 46715] [top_all 50000] 2024-10-15 07:20:16,471 - net_E: 77.524 (93.430) 2024-10-15 07:20:16,613 - Max [top1: 75.818 (epoch: 828)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:20:16,614 - ==> Total time: 1 day, 17:17:59 Eta: 8:31:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:20:21,874 - Train: 82.90% [1037100/1251000] [829.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.005] [optim_t 0.145] [lr 0.000239] [CE 4.269 (4.344)] [KD 3.111 (3.159)] 2024-10-15 07:20:29,625 - Train: 82.91% [1037150/1251000] [829.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000239] [CE 4.471 (4.164)] [KD 3.276 (3.046)] 2024-10-15 07:20:37,423 - Train: 82.91% [1037200/1251000] [829.1/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000239] [CE 4.424 (4.136)] [KD 3.128 (3.024)] 2024-10-15 07:20:45,309 - Train: 82.91% [1037250/1251000] [829.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000239] [CE 4.372 (4.171)] [KD 3.098 (3.019)] 2024-10-15 07:20:53,094 - Train: 82.92% [1037300/1251000] [829.2/1000.0] [batch_t 0.154 (0.156)] [data_t 0.002] [optim_t 0.152] [lr 0.000239] [CE 4.244 (4.172)] [KD 3.066 (3.049)] 2024-10-15 07:21:00,739 - Train: 82.92% [1037350/1251000] [829.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000239] [CE 4.336 (4.194)] [KD 3.212 (3.064)] 2024-10-15 07:21:08,397 - Train: 82.93% [1037400/1251000] [829.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000239] [CE 4.150 (4.162)] [KD 3.217 (3.040)] 2024-10-15 07:21:16,304 - Train: 82.93% [1037450/1251000] [829.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.002] [optim_t 0.150] [lr 0.000238] [CE 3.669 (4.119)] [KD 2.877 (3.013)] 2024-10-15 07:21:24,160 - Train: 82.93% [1037500/1251000] [829.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000238] [CE 4.014 (4.248)] [KD 3.055 (3.101)] 2024-10-15 07:21:31,747 - Train: 82.94% [1037550/1251000] [829.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000238] [CE 4.289 (4.157)] [KD 3.046 (3.018)] 2024-10-15 07:21:39,646 - Train: 82.94% [1037600/1251000] [829.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.006] [optim_t 0.147] [lr 0.000238] [CE 3.898 (4.157)] [KD 2.962 (3.029)] 2024-10-15 07:21:47,385 - Train: 82.95% [1037650/1251000] [829.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000238] [CE 3.587 (4.111)] [KD 2.646 (3.023)] 2024-10-15 07:21:55,004 - Train: 82.95% [1037700/1251000] [829.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000238] [CE 4.143 (4.235)] [KD 3.056 (3.075)] 2024-10-15 07:22:02,749 - Train: 82.95% [1037750/1251000] [829.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000238] [CE 4.379 (4.212)] [KD 3.156 (3.093)] 2024-10-15 07:22:10,312 - Train: 82.96% [1037800/1251000] [829.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000238] [CE 4.336 (4.199)] [KD 3.267 (3.063)] 2024-10-15 07:22:18,192 - Train: 82.96% [1037850/1251000] [829.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000238] [CE 4.092 (4.221)] [KD 2.991 (3.064)] 2024-10-15 07:22:26,031 - Train: 82.97% [1037900/1251000] [829.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000238] [CE 3.655 (4.262)] [KD 2.807 (3.078)] 2024-10-15 07:22:33,652 - Train: 82.97% [1037950/1251000] [829.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000238] [CE 4.045 (4.125)] [KD 2.918 (3.037)] 2024-10-15 07:22:41,457 - Train: 82.97% [1038000/1251000] [829.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000237] [CE 4.323 (4.167)] [KD 3.072 (3.054)] 2024-10-15 07:22:49,051 - Train: 82.98% [1038050/1251000] [829.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000237] [CE 4.358 (4.194)] [KD 3.090 (3.091)] 2024-10-15 07:22:56,801 - Train: 82.98% [1038100/1251000] [829.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000237] [CE 4.267 (4.243)] [KD 3.031 (3.097)] 2024-10-15 07:23:04,534 - Train: 82.99% [1038150/1251000] [829.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000237] [CE 3.691 (4.235)] [KD 2.630 (3.116)] 2024-10-15 07:23:12,133 - Train: 82.99% [1038200/1251000] [829.9/1000.0] [batch_t 0.165 (0.152)] [data_t 0.005] [optim_t 0.160] [lr 0.000237] [CE 4.058 (4.301)] [KD 3.019 (3.141)] 2024-10-15 07:23:19,860 - Train: 82.99% [1038250/1251000] [829.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000237] [CE 4.224 (4.188)] [KD 2.916 (3.075)] 2024-10-15 07:23:27,681 - Train: 83.00% [1038300/1251000] [830.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000237] [CE 4.488 (4.245)] [KD 3.259 (3.114)] 2024-10-15 07:23:38,090 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 37843] [top5_cnt 46306] [top_all 50000] 2024-10-15 07:23:38,091 - net: 75.686 (92.612) 2024-10-15 07:23:43,942 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38773] [top5_cnt 46732] [top_all 50000] 2024-10-15 07:23:43,942 - net_E: 77.546 (93.464) 2024-10-15 07:23:44,062 - Max [top1: 75.818 (epoch: 828)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:23:44,062 - ==> Total time: 1 day, 17:21:27 Eta: 8:28:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:23:49,134 - Train: 83.00% [1038350/1251000] [830.0/1000.0] [batch_t 0.150 (0.180)] [data_t 0.004] [optim_t 0.146] [lr 0.000237] [CE 4.370 (4.112)] [KD 3.242 (2.979)] 2024-10-15 07:23:56,688 - Train: 83.01% [1038400/1251000] [830.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000237] [CE 4.479 (4.303)] [KD 3.299 (3.128)] 2024-10-15 07:24:04,665 - Train: 83.01% [1038450/1251000] [830.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000237] [CE 4.260 (4.138)] [KD 3.105 (3.029)] 2024-10-15 07:24:12,250 - Train: 83.01% [1038500/1251000] [830.1/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000236] [CE 3.816 (4.149)] [KD 2.943 (3.019)] 2024-10-15 07:24:19,954 - Train: 83.02% [1038550/1251000] [830.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000236] [CE 4.528 (4.274)] [KD 3.077 (3.092)] 2024-10-15 07:24:27,687 - Train: 83.02% [1038600/1251000] [830.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000236] [CE 4.466 (4.170)] [KD 3.226 (3.029)] 2024-10-15 07:24:35,528 - Train: 83.03% [1038650/1251000] [830.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000236] [CE 4.593 (4.176)] [KD 3.521 (3.041)] 2024-10-15 07:24:43,258 - Train: 83.03% [1038700/1251000] [830.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000236] [CE 4.432 (4.177)] [KD 3.172 (3.037)] 2024-10-15 07:24:51,003 - Train: 83.03% [1038750/1251000] [830.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000236] [CE 3.831 (4.141)] [KD 2.905 (2.986)] 2024-10-15 07:24:58,555 - Train: 83.04% [1038800/1251000] [830.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000236] [CE 4.319 (4.134)] [KD 3.192 (3.043)] 2024-10-15 07:25:06,515 - Train: 83.04% [1038850/1251000] [830.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000236] [CE 4.141 (4.164)] [KD 3.175 (3.041)] 2024-10-15 07:25:14,073 - Train: 83.05% [1038900/1251000] [830.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000236] [CE 3.975 (4.248)] [KD 2.889 (3.080)] 2024-10-15 07:25:21,778 - Train: 83.05% [1038950/1251000] [830.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000236] [CE 4.320 (4.214)] [KD 3.213 (3.066)] 2024-10-15 07:25:29,578 - Train: 83.05% [1039000/1251000] [830.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000236] [CE 4.046 (4.210)] [KD 2.992 (3.065)] 2024-10-15 07:25:37,309 - Train: 83.06% [1039050/1251000] [830.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000235] [CE 4.532 (4.198)] [KD 3.319 (3.055)] 2024-10-15 07:25:45,115 - Train: 83.06% [1039100/1251000] [830.6/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000235] [CE 4.057 (4.212)] [KD 2.947 (3.048)] 2024-10-15 07:25:52,822 - Train: 83.07% [1039150/1251000] [830.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000235] [CE 3.759 (4.151)] [KD 2.796 (3.083)] 2024-10-15 07:26:00,429 - Train: 83.07% [1039200/1251000] [830.7/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000235] [CE 4.318 (4.204)] [KD 2.832 (3.049)] 2024-10-15 07:26:08,297 - Train: 83.07% [1039250/1251000] [830.7/1000.0] [batch_t 0.163 (0.157)] [data_t 0.005] [optim_t 0.158] [lr 0.000235] [CE 4.647 (4.226)] [KD 3.335 (3.075)] 2024-10-15 07:26:16,018 - Train: 83.08% [1039300/1251000] [830.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000235] [CE 4.368 (4.186)] [KD 3.109 (3.062)] 2024-10-15 07:26:23,594 - Train: 83.08% [1039350/1251000] [830.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000235] [CE 4.274 (4.259)] [KD 3.003 (3.082)] 2024-10-15 07:26:31,550 - Train: 83.09% [1039400/1251000] [830.9/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000235] [CE 4.220 (4.199)] [KD 3.227 (3.087)] 2024-10-15 07:26:39,247 - Train: 83.09% [1039450/1251000] [830.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000235] [CE 4.194 (4.203)] [KD 3.056 (3.054)] 2024-10-15 07:26:47,031 - Train: 83.09% [1039500/1251000] [830.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000235] [CE 4.507 (4.217)] [KD 3.266 (3.075)] 2024-10-15 07:26:54,657 - Train: 83.10% [1039550/1251000] [831.0/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000234] [CE 4.187 (4.239)] [KD 2.936 (3.084)] 2024-10-15 07:27:05,025 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 37767] [top5_cnt 46208] [top_all 50000] 2024-10-15 07:27:05,026 - net: 75.534 (92.416) 2024-10-15 07:27:11,120 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 38773] [top5_cnt 46729] [top_all 50000] 2024-10-15 07:27:11,120 - net_E: 77.546 (93.458) 2024-10-15 07:27:11,234 - Max [top1: 75.818 (epoch: 828)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:27:11,234 - ==> Total time: 1 day, 17:24:54 Eta: 8:25:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:27:16,248 - Train: 83.10% [1039600/1251000] [831.0/1000.0] [batch_t 0.155 (0.181)] [data_t 0.003] [optim_t 0.152] [lr 0.000234] [CE 4.239 (4.101)] [KD 2.821 (2.985)] 2024-10-15 07:27:23,929 - Train: 83.11% [1039650/1251000] [831.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000234] [CE 4.196 (4.212)] [KD 3.006 (3.078)] 2024-10-15 07:27:31,569 - Train: 83.11% [1039700/1251000] [831.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000234] [CE 4.615 (4.220)] [KD 3.300 (3.063)] 2024-10-15 07:27:39,395 - Train: 83.11% [1039750/1251000] [831.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000234] [CE 3.960 (4.215)] [KD 3.048 (3.086)] 2024-10-15 07:27:47,139 - Train: 83.12% [1039800/1251000] [831.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000234] [CE 4.406 (4.260)] [KD 3.115 (3.084)] 2024-10-15 07:27:54,840 - Train: 83.12% [1039850/1251000] [831.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000234] [CE 3.917 (4.224)] [KD 2.964 (3.049)] 2024-10-15 07:28:02,709 - Train: 83.13% [1039900/1251000] [831.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000234] [CE 4.414 (4.202)] [KD 3.078 (3.084)] 2024-10-15 07:28:10,407 - Train: 83.13% [1039950/1251000] [831.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000234] [CE 3.868 (4.196)] [KD 2.726 (3.047)] 2024-10-15 07:28:18,010 - Train: 83.13% [1040000/1251000] [831.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000234] [CE 3.680 (4.222)] [KD 2.729 (3.070)] 2024-10-15 07:28:25,698 - Train: 83.14% [1040050/1251000] [831.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000234] [CE 4.582 (4.209)] [KD 3.257 (3.070)] 2024-10-15 07:28:33,327 - Train: 83.14% [1040100/1251000] [831.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000233] [CE 4.698 (4.169)] [KD 3.226 (3.031)] 2024-10-15 07:28:41,096 - Train: 83.15% [1040150/1251000] [831.5/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000233] [CE 4.108 (4.206)] [KD 2.826 (3.046)] 2024-10-15 07:28:48,631 - Train: 83.15% [1040200/1251000] [831.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000233] [CE 3.864 (4.196)] [KD 2.812 (3.049)] 2024-10-15 07:28:56,398 - Train: 83.15% [1040250/1251000] [831.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000233] [CE 4.761 (4.227)] [KD 3.343 (3.065)] 2024-10-15 07:29:04,104 - Train: 83.16% [1040300/1251000] [831.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000233] [CE 4.101 (4.204)] [KD 3.101 (3.066)] 2024-10-15 07:29:11,877 - Train: 83.16% [1040350/1251000] [831.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000233] [CE 3.640 (4.200)] [KD 2.803 (3.063)] 2024-10-15 07:29:19,583 - Train: 83.17% [1040400/1251000] [831.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000233] [CE 4.492 (4.157)] [KD 3.140 (3.052)] 2024-10-15 07:29:27,192 - Train: 83.17% [1040450/1251000] [831.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000233] [CE 4.080 (4.244)] [KD 2.841 (3.046)] 2024-10-15 07:29:34,831 - Train: 83.17% [1040500/1251000] [831.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000233] [CE 4.230 (4.173)] [KD 3.197 (3.036)] 2024-10-15 07:29:42,541 - Train: 83.18% [1040550/1251000] [831.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000233] [CE 4.677 (4.295)] [KD 3.175 (3.095)] 2024-10-15 07:29:50,448 - Train: 83.18% [1040600/1251000] [831.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000233] [CE 4.190 (4.240)] [KD 3.189 (3.073)] 2024-10-15 07:29:58,186 - Train: 83.19% [1040650/1251000] [831.9/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000232] [CE 4.235 (4.195)] [KD 3.145 (3.073)] 2024-10-15 07:30:05,858 - Train: 83.19% [1040700/1251000] [831.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000232] [CE 4.175 (4.223)] [KD 3.132 (3.074)] 2024-10-15 07:30:13,536 - Train: 83.19% [1040750/1251000] [831.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000232] [CE 4.318 (4.232)] [KD 3.381 (3.076)] 2024-10-15 07:30:21,209 - Train: 83.20% [1040800/1251000] [832.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000232] [CE 3.916 (4.178)] [KD 2.804 (3.060)] 2024-10-15 07:30:31,913 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 37999] [top5_cnt 46357] [top_all 50000] 2024-10-15 07:30:31,914 - net: 75.998 (92.714) 2024-10-15 07:30:37,842 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38773] [top5_cnt 46734] [top_all 50000] 2024-10-15 07:30:37,843 - net_E: 77.546 (93.468) 2024-10-15 07:30:37,969 - Max [top1: 75.998 (epoch: 832)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:30:37,969 - ==> Total time: 1 day, 17:28:21 Eta: 8:22:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:30:46,409 - Train: 83.20% [1040850/1251000] [832.0/1000.0] [batch_t 0.150 (0.177)] [data_t 0.003] [optim_t 0.146] [lr 0.000232] [CE 4.145 (4.061)] [KD 3.190 (3.005)] 2024-10-15 07:30:54,255 - Train: 83.21% [1040900/1251000] [832.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000232] [CE 4.393 (4.101)] [KD 3.265 (3.013)] 2024-10-15 07:31:01,958 - Train: 83.21% [1040950/1251000] [832.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000232] [CE 3.931 (4.176)] [KD 2.954 (3.020)] 2024-10-15 07:31:09,846 - Train: 83.21% [1041000/1251000] [832.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000232] [CE 3.948 (4.177)] [KD 3.183 (3.032)] 2024-10-15 07:31:17,444 - Train: 83.22% [1041050/1251000] [832.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000232] [CE 4.165 (4.237)] [KD 2.837 (3.057)] 2024-10-15 07:31:25,176 - Train: 83.22% [1041100/1251000] [832.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000232] [CE 4.321 (4.197)] [KD 3.054 (3.040)] 2024-10-15 07:31:32,871 - Train: 83.23% [1041150/1251000] [832.3/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.000231] [CE 4.136 (4.233)] [KD 3.008 (3.041)] 2024-10-15 07:31:40,417 - Train: 83.23% [1041200/1251000] [832.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000231] [CE 4.037 (4.135)] [KD 2.892 (3.004)] 2024-10-15 07:31:48,301 - Train: 83.23% [1041250/1251000] [832.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000231] [CE 4.078 (4.255)] [KD 2.984 (3.072)] 2024-10-15 07:31:56,064 - Train: 83.24% [1041300/1251000] [832.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000231] [CE 4.700 (4.207)] [KD 3.510 (3.069)] 2024-10-15 07:32:04,055 - Train: 83.24% [1041350/1251000] [832.4/1000.0] [batch_t 0.162 (0.160)] [data_t 0.003] [optim_t 0.159] [lr 0.000231] [CE 3.956 (4.188)] [KD 2.961 (3.058)] 2024-10-15 07:32:11,879 - Train: 83.25% [1041400/1251000] [832.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000231] [CE 4.059 (4.173)] [KD 2.851 (3.010)] 2024-10-15 07:32:19,730 - Train: 83.25% [1041450/1251000] [832.5/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000231] [CE 4.401 (4.169)] [KD 3.202 (3.039)] 2024-10-15 07:32:27,406 - Train: 83.25% [1041500/1251000] [832.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000231] [CE 3.786 (4.220)] [KD 2.852 (3.068)] 2024-10-15 07:32:35,124 - Train: 83.26% [1041550/1251000] [832.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000231] [CE 4.731 (4.254)] [KD 3.234 (3.088)] 2024-10-15 07:32:42,813 - Train: 83.26% [1041600/1251000] [832.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000231] [CE 3.789 (4.165)] [KD 2.693 (3.006)] 2024-10-15 07:32:50,638 - Train: 83.27% [1041650/1251000] [832.7/1000.0] [batch_t 0.297 (0.156)] [data_t 0.004] [optim_t 0.293] [lr 0.000231] [CE 3.723 (4.150)] [KD 2.737 (2.998)] 2024-10-15 07:32:58,353 - Train: 83.27% [1041700/1251000] [832.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000230] [CE 4.641 (4.205)] [KD 3.299 (3.048)] 2024-10-15 07:33:06,408 - Train: 83.27% [1041750/1251000] [832.7/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.144] [lr 0.000230] [CE 3.655 (4.189)] [KD 2.793 (3.048)] 2024-10-15 07:33:14,093 - Train: 83.28% [1041800/1251000] [832.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000230] [CE 3.798 (4.201)] [KD 2.813 (3.067)] 2024-10-15 07:33:21,775 - Train: 83.28% [1041850/1251000] [832.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000230] [CE 4.990 (4.187)] [KD 3.417 (3.053)] 2024-10-15 07:33:29,369 - Train: 83.29% [1041900/1251000] [832.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000230] [CE 3.856 (4.205)] [KD 2.820 (3.033)] 2024-10-15 07:33:36,915 - Train: 83.29% [1041950/1251000] [832.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000230] [CE 4.026 (4.105)] [KD 2.916 (2.993)] 2024-10-15 07:33:44,704 - Train: 83.29% [1042000/1251000] [832.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000230] [CE 4.330 (4.171)] [KD 3.293 (3.029)] 2024-10-15 07:33:52,322 - Train: 83.30% [1042050/1251000] [833.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000230] [CE 4.080 (4.156)] [KD 2.996 (3.035)] 2024-10-15 07:34:03,454 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.112)] [top1_cnt 37849] [top5_cnt 46299] [top_all 50000] 2024-10-15 07:34:03,455 - net: 75.698 (92.598) 2024-10-15 07:34:09,278 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38761] [top5_cnt 46737] [top_all 50000] 2024-10-15 07:34:09,278 - net_E: 77.522 (93.474) 2024-10-15 07:34:09,423 - Max [top1: 75.998 (epoch: 832)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:34:09,424 - ==> Total time: 1 day, 17:31:52 Eta: 8:19:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:34:14,516 - Train: 83.30% [1042100/1251000] [833.0/1000.0] [batch_t 0.148 (0.181)] [data_t 0.005] [optim_t 0.144] [lr 0.000230] [CE 3.571 (4.184)] [KD 2.659 (3.023)] 2024-10-15 07:34:22,256 - Train: 83.31% [1042150/1251000] [833.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000230] [CE 3.952 (4.105)] [KD 2.801 (2.966)] 2024-10-15 07:34:29,824 - Train: 83.31% [1042200/1251000] [833.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000230] [CE 3.841 (4.214)] [KD 2.739 (3.022)] 2024-10-15 07:34:37,545 - Train: 83.31% [1042250/1251000] [833.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000229] [CE 4.169 (4.188)] [KD 2.903 (3.030)] 2024-10-15 07:34:45,149 - Train: 83.32% [1042300/1251000] [833.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000229] [CE 4.243 (4.225)] [KD 3.004 (3.061)] 2024-10-15 07:34:52,689 - Train: 83.32% [1042350/1251000] [833.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000229] [CE 4.237 (4.278)] [KD 3.064 (3.076)] 2024-10-15 07:35:00,345 - Train: 83.33% [1042400/1251000] [833.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000229] [CE 4.456 (4.298)] [KD 3.293 (3.113)] 2024-10-15 07:35:08,034 - Train: 83.33% [1042450/1251000] [833.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000229] [CE 4.368 (4.180)] [KD 3.130 (3.032)] 2024-10-15 07:35:15,841 - Train: 83.33% [1042500/1251000] [833.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000229] [CE 3.792 (4.141)] [KD 2.779 (3.000)] 2024-10-15 07:35:23,635 - Train: 83.34% [1042550/1251000] [833.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000229] [CE 4.474 (4.216)] [KD 3.251 (3.063)] 2024-10-15 07:35:31,278 - Train: 83.34% [1042600/1251000] [833.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000229] [CE 3.701 (4.103)] [KD 2.699 (3.019)] 2024-10-15 07:35:38,840 - Train: 83.35% [1042650/1251000] [833.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000229] [CE 4.137 (4.213)] [KD 3.048 (3.063)] 2024-10-15 07:35:46,544 - Train: 83.35% [1042700/1251000] [833.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000229] [CE 4.206 (4.238)] [KD 3.033 (3.073)] 2024-10-15 07:35:54,164 - Train: 83.35% [1042750/1251000] [833.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000228] [CE 3.900 (4.192)] [KD 2.784 (3.020)] 2024-10-15 07:36:01,797 - Train: 83.36% [1042800/1251000] [833.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000228] [CE 4.303 (4.156)] [KD 3.166 (3.023)] 2024-10-15 07:36:09,737 - Train: 83.36% [1042850/1251000] [833.6/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000228] [CE 4.288 (4.249)] [KD 3.170 (3.054)] 2024-10-15 07:36:17,430 - Train: 83.37% [1042900/1251000] [833.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000228] [CE 4.215 (4.135)] [KD 3.114 (3.024)] 2024-10-15 07:36:25,366 - Train: 83.37% [1042950/1251000] [833.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000228] [CE 4.451 (4.234)] [KD 3.045 (3.077)] 2024-10-15 07:36:33,022 - Train: 83.37% [1043000/1251000] [833.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000228] [CE 3.923 (4.206)] [KD 3.185 (3.054)] 2024-10-15 07:36:40,552 - Train: 83.38% [1043050/1251000] [833.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000228] [CE 4.076 (4.104)] [KD 2.997 (3.017)] 2024-10-15 07:36:48,430 - Train: 83.38% [1043100/1251000] [833.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000228] [CE 3.937 (4.186)] [KD 2.999 (3.043)] 2024-10-15 07:36:56,177 - Train: 83.39% [1043150/1251000] [833.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000228] [CE 4.471 (4.329)] [KD 3.125 (3.099)] 2024-10-15 07:37:03,854 - Train: 83.39% [1043200/1251000] [833.9/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000228] [CE 4.440 (4.167)] [KD 3.331 (3.054)] 2024-10-15 07:37:11,662 - Train: 83.39% [1043250/1251000] [833.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000228] [CE 4.580 (4.212)] [KD 3.273 (3.071)] 2024-10-15 07:37:19,264 - Train: 83.40% [1043300/1251000] [834.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000227] [CE 4.178 (4.310)] [KD 2.954 (3.096)] 2024-10-15 07:37:30,077 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 37875] [top5_cnt 46380] [top_all 50000] 2024-10-15 07:37:30,077 - net: 75.750 (92.760) 2024-10-15 07:37:35,985 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38790] [top5_cnt 46748] [top_all 50000] 2024-10-15 07:37:35,985 - net_E: 77.580 (93.496) 2024-10-15 07:37:36,116 - Max [top1: 75.998 (epoch: 832)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:37:36,117 - ==> Total time: 1 day, 17:35:19 Eta: 8:16:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:37:40,983 - Train: 83.40% [1043350/1251000] [834.0/1000.0] [batch_t 0.149 (0.195)] [data_t 0.004] [optim_t 0.146] [lr 0.000227] [CE 3.853 (4.068)] [KD 2.820 (2.911)] 2024-10-15 07:37:48,754 - Train: 83.41% [1043400/1251000] [834.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000227] [CE 4.456 (4.236)] [KD 3.023 (3.048)] 2024-10-15 07:37:56,400 - Train: 83.41% [1043450/1251000] [834.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000227] [CE 4.209 (4.101)] [KD 3.222 (2.979)] 2024-10-15 07:38:04,124 - Train: 83.41% [1043500/1251000] [834.1/1000.0] [batch_t 0.280 (0.154)] [data_t 0.004] [optim_t 0.276] [lr 0.000227] [CE 3.856 (4.212)] [KD 3.018 (3.034)] 2024-10-15 07:38:11,644 - Train: 83.42% [1043550/1251000] [834.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000227] [CE 4.066 (4.203)] [KD 3.101 (3.043)] 2024-10-15 07:38:19,177 - Train: 83.42% [1043600/1251000] [834.2/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.154] [lr 0.000227] [CE 4.384 (4.204)] [KD 3.234 (3.026)] 2024-10-15 07:38:26,832 - Train: 83.43% [1043650/1251000] [834.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000227] [CE 3.713 (4.121)] [KD 2.603 (2.999)] 2024-10-15 07:38:34,741 - Train: 83.43% [1043700/1251000] [834.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000227] [CE 4.216 (4.184)] [KD 3.011 (3.017)] 2024-10-15 07:38:42,354 - Train: 83.43% [1043750/1251000] [834.3/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.156] [lr 0.000227] [CE 4.156 (4.245)] [KD 2.919 (3.061)] 2024-10-15 07:38:50,194 - Train: 83.44% [1043800/1251000] [834.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000227] [CE 4.458 (4.205)] [KD 3.258 (3.022)] 2024-10-15 07:38:57,764 - Train: 83.44% [1043850/1251000] [834.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000226] [CE 3.815 (4.182)] [KD 2.800 (3.016)] 2024-10-15 07:39:05,476 - Train: 83.45% [1043900/1251000] [834.5/1000.0] [batch_t 0.162 (0.154)] [data_t 0.004] [optim_t 0.158] [lr 0.000226] [CE 4.378 (4.177)] [KD 3.037 (3.025)] 2024-10-15 07:39:13,251 - Train: 83.45% [1043950/1251000] [834.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000226] [CE 4.255 (4.277)] [KD 3.083 (3.065)] 2024-10-15 07:39:20,766 - Train: 83.45% [1044000/1251000] [834.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000226] [CE 4.077 (4.203)] [KD 2.994 (3.026)] 2024-10-15 07:39:28,517 - Train: 83.46% [1044050/1251000] [834.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000226] [CE 4.388 (4.194)] [KD 3.144 (3.057)] 2024-10-15 07:39:36,166 - Train: 83.46% [1044100/1251000] [834.6/1000.0] [batch_t 0.275 (0.153)] [data_t 0.006] [optim_t 0.270] [lr 0.000226] [CE 4.196 (4.227)] [KD 3.187 (3.073)] 2024-10-15 07:39:43,695 - Train: 83.47% [1044150/1251000] [834.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000226] [CE 4.054 (4.268)] [KD 2.881 (3.095)] 2024-10-15 07:39:51,460 - Train: 83.47% [1044200/1251000] [834.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000226] [CE 3.965 (4.229)] [KD 3.146 (3.068)] 2024-10-15 07:39:59,235 - Train: 83.47% [1044250/1251000] [834.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000226] [CE 4.611 (4.183)] [KD 3.194 (3.026)] 2024-10-15 07:40:07,109 - Train: 83.48% [1044300/1251000] [834.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000226] [CE 4.124 (4.177)] [KD 2.766 (3.002)] 2024-10-15 07:40:15,067 - Train: 83.48% [1044350/1251000] [834.8/1000.0] [batch_t 0.155 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000226] [CE 4.494 (4.195)] [KD 3.176 (3.037)] 2024-10-15 07:40:22,904 - Train: 83.49% [1044400/1251000] [834.9/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000225] [CE 3.903 (4.202)] [KD 3.084 (3.063)] 2024-10-15 07:40:30,597 - Train: 83.49% [1044450/1251000] [834.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000225] [CE 4.528 (4.293)] [KD 3.239 (3.111)] 2024-10-15 07:40:38,322 - Train: 83.49% [1044500/1251000] [834.9/1000.0] [batch_t 0.156 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000225] [CE 4.322 (4.267)] [KD 3.035 (3.091)] 2024-10-15 07:40:46,101 - Train: 83.50% [1044550/1251000] [835.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000225] [CE 4.715 (4.148)] [KD 3.271 (3.047)] 2024-10-15 07:40:57,009 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 37977] [top5_cnt 46312] [top_all 50000] 2024-10-15 07:40:57,009 - net: 75.954 (92.624) 2024-10-15 07:41:02,850 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38803] [top5_cnt 46757] [top_all 50000] 2024-10-15 07:41:02,850 - net_E: 77.606 (93.514) 2024-10-15 07:41:03,010 - Max [top1: 75.998 (epoch: 832)] [top1-ema: 77.614 (epoch: 825)] 2024-10-15 07:41:03,011 - ==> Total time: 1 day, 17:38:46 Eta: 8:13:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:41:10,545 - Train: 83.50% [1044600/1251000] [835.0/1000.0] [batch_t 0.160 (0.189)] [data_t 0.004] [optim_t 0.156] [lr 0.000225] [CE 4.529 (4.203)] [KD 3.310 (3.048)] 2024-10-15 07:41:18,399 - Train: 83.51% [1044650/1251000] [835.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000225] [CE 3.880 (4.145)] [KD 2.926 (2.998)] 2024-10-15 07:41:26,080 - Train: 83.51% [1044700/1251000] [835.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000225] [CE 4.369 (4.201)] [KD 3.070 (3.032)] 2024-10-15 07:41:33,837 - Train: 83.51% [1044750/1251000] [835.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000225] [CE 4.223 (4.136)] [KD 3.159 (3.007)] 2024-10-15 07:41:41,419 - Train: 83.52% [1044800/1251000] [835.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000225] [CE 4.421 (4.157)] [KD 3.234 (3.012)] 2024-10-15 07:41:49,133 - Train: 83.52% [1044850/1251000] [835.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000225] [CE 3.646 (4.203)] [KD 2.626 (3.053)] 2024-10-15 07:41:56,955 - Train: 83.53% [1044900/1251000] [835.3/1000.0] [batch_t 0.161 (0.156)] [data_t 0.005] [optim_t 0.156] [lr 0.000225] [CE 4.175 (4.227)] [KD 2.992 (3.030)] 2024-10-15 07:42:04,882 - Train: 83.53% [1044950/1251000] [835.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000224] [CE 3.809 (4.131)] [KD 2.835 (2.967)] 2024-10-15 07:42:12,728 - Train: 83.53% [1045000/1251000] [835.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000224] [CE 4.232 (4.160)] [KD 2.938 (3.007)] 2024-10-15 07:42:20,409 - Train: 83.54% [1045050/1251000] [835.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000224] [CE 4.174 (4.267)] [KD 2.925 (3.048)] 2024-10-15 07:42:28,315 - Train: 83.54% [1045100/1251000] [835.4/1000.0] [batch_t 0.163 (0.158)] [data_t 0.003] [optim_t 0.161] [lr 0.000224] [CE 4.011 (4.179)] [KD 2.964 (2.995)] 2024-10-15 07:42:36,014 - Train: 83.55% [1045150/1251000] [835.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000224] [CE 4.099 (4.166)] [KD 2.932 (3.001)] 2024-10-15 07:42:43,970 - Train: 83.55% [1045200/1251000] [835.5/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000224] [CE 3.638 (4.141)] [KD 2.746 (3.007)] 2024-10-15 07:42:51,740 - Train: 83.55% [1045250/1251000] [835.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000224] [CE 3.801 (4.242)] [KD 2.668 (3.040)] 2024-10-15 07:42:59,678 - Train: 83.56% [1045300/1251000] [835.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000224] [CE 4.364 (4.165)] [KD 3.150 (3.021)] 2024-10-15 07:43:07,452 - Train: 83.56% [1045350/1251000] [835.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000224] [CE 3.877 (4.239)] [KD 2.897 (3.095)] 2024-10-15 07:43:15,086 - Train: 83.57% [1045400/1251000] [835.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000224] [CE 4.328 (4.257)] [KD 3.137 (3.056)] 2024-10-15 07:43:22,749 - Train: 83.57% [1045450/1251000] [835.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000223] [CE 4.304 (4.170)] [KD 3.070 (2.997)] 2024-10-15 07:43:30,877 - Train: 83.57% [1045500/1251000] [835.7/1000.0] [batch_t 0.153 (0.162)] [data_t 0.003] [optim_t 0.150] [lr 0.000223] [CE 4.403 (4.207)] [KD 3.064 (3.012)] 2024-10-15 07:43:38,519 - Train: 83.58% [1045550/1251000] [835.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000223] [CE 3.755 (4.229)] [KD 2.726 (3.053)] 2024-10-15 07:43:46,152 - Train: 83.58% [1045600/1251000] [835.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000223] [CE 4.381 (4.267)] [KD 3.102 (3.071)] 2024-10-15 07:43:53,901 - Train: 83.59% [1045650/1251000] [835.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000223] [CE 4.675 (4.224)] [KD 3.099 (3.066)] 2024-10-15 07:44:01,784 - Train: 83.59% [1045700/1251000] [835.9/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000223] [CE 4.853 (4.273)] [KD 3.286 (3.092)] 2024-10-15 07:44:09,701 - Train: 83.59% [1045750/1251000] [835.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000223] [CE 4.677 (4.216)] [KD 3.304 (3.039)] 2024-10-15 07:44:17,552 - Train: 83.60% [1045800/1251000] [836.0/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000223] [CE 4.605 (4.174)] [KD 3.060 (3.007)] 2024-10-15 07:44:28,726 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 37849] [top5_cnt 46313] [top_all 50000] 2024-10-15 07:44:28,726 - net: 75.698 (92.626) 2024-10-15 07:44:34,497 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.103)] [top1_cnt 38808] [top5_cnt 46754] [top_all 50000] 2024-10-15 07:44:34,497 - net_E: 77.616 (93.508) 2024-10-15 07:44:34,654 - Max [top1: 75.998 (epoch: 832)] [top1-ema: 77.616 (epoch: 836)] 2024-10-15 07:44:34,655 - ==> Total time: 1 day, 17:42:17 Eta: 8:10:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:44:43,158 - Train: 83.60% [1045850/1251000] [836.0/1000.0] [batch_t 0.151 (0.181)] [data_t 0.004] [optim_t 0.147] [lr 0.000223] [CE 4.584 (4.254)] [KD 3.377 (3.060)] 2024-10-15 07:44:50,921 - Train: 83.61% [1045900/1251000] [836.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000223] [CE 4.057 (4.170)] [KD 2.621 (2.977)] 2024-10-15 07:44:58,683 - Train: 83.61% [1045950/1251000] [836.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000223] [CE 4.045 (4.225)] [KD 2.828 (3.018)] 2024-10-15 07:45:06,459 - Train: 83.61% [1046000/1251000] [836.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000222] [CE 4.168 (4.097)] [KD 2.982 (2.948)] 2024-10-15 07:45:14,324 - Train: 83.62% [1046050/1251000] [836.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000222] [CE 4.106 (4.143)] [KD 2.863 (2.956)] 2024-10-15 07:45:22,219 - Train: 83.62% [1046100/1251000] [836.2/1000.0] [batch_t 0.161 (0.158)] [data_t 0.005] [optim_t 0.156] [lr 0.000222] [CE 4.317 (4.231)] [KD 3.389 (3.063)] 2024-10-15 07:45:29,916 - Train: 83.63% [1046150/1251000] [836.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000222] [CE 4.340 (4.147)] [KD 3.006 (2.981)] 2024-10-15 07:45:37,593 - Train: 83.63% [1046200/1251000] [836.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000222] [CE 4.380 (4.154)] [KD 3.089 (3.006)] 2024-10-15 07:45:45,201 - Train: 83.63% [1046250/1251000] [836.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000222] [CE 4.508 (4.161)] [KD 3.268 (2.992)] 2024-10-15 07:45:52,821 - Train: 83.64% [1046300/1251000] [836.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000222] [CE 4.306 (4.149)] [KD 3.098 (3.022)] 2024-10-15 07:46:00,752 - Train: 83.64% [1046350/1251000] [836.4/1000.0] [batch_t 0.160 (0.158)] [data_t 0.003] [optim_t 0.157] [lr 0.000222] [CE 3.990 (4.153)] [KD 2.883 (3.001)] 2024-10-15 07:46:08,518 - Train: 83.65% [1046400/1251000] [836.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000222] [CE 4.235 (4.217)] [KD 3.057 (3.028)] 2024-10-15 07:46:16,236 - Train: 83.65% [1046450/1251000] [836.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000222] [CE 4.442 (4.177)] [KD 3.053 (3.022)] 2024-10-15 07:46:24,044 - Train: 83.65% [1046500/1251000] [836.5/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000222] [CE 3.983 (4.194)] [KD 2.821 (3.006)] 2024-10-15 07:46:31,739 - Train: 83.66% [1046550/1251000] [836.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000221] [CE 4.096 (4.234)] [KD 2.785 (3.037)] 2024-10-15 07:46:39,321 - Train: 83.66% [1046600/1251000] [836.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000221] [CE 4.008 (4.139)] [KD 2.782 (3.011)] 2024-10-15 07:46:47,162 - Train: 83.67% [1046650/1251000] [836.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.151] [lr 0.000221] [CE 3.886 (4.194)] [KD 2.973 (3.053)] 2024-10-15 07:46:54,800 - Train: 83.67% [1046700/1251000] [836.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000221] [CE 4.557 (4.195)] [KD 3.315 (3.043)] 2024-10-15 07:47:02,469 - Train: 83.67% [1046750/1251000] [836.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000221] [CE 4.298 (4.218)] [KD 3.134 (3.072)] 2024-10-15 07:47:10,197 - Train: 83.68% [1046800/1251000] [836.8/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000221] [CE 3.897 (4.163)] [KD 2.776 (3.028)] 2024-10-15 07:47:18,028 - Train: 83.68% [1046850/1251000] [836.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000221] [CE 4.284 (4.178)] [KD 3.016 (3.030)] 2024-10-15 07:47:25,964 - Train: 83.69% [1046900/1251000] [836.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000221] [CE 4.285 (4.164)] [KD 3.012 (2.990)] 2024-10-15 07:47:33,503 - Train: 83.69% [1046950/1251000] [836.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000221] [CE 4.302 (4.267)] [KD 3.103 (3.081)] 2024-10-15 07:47:41,216 - Train: 83.69% [1047000/1251000] [836.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000221] [CE 4.459 (4.223)] [KD 3.063 (3.032)] 2024-10-15 07:47:48,986 - Train: 83.70% [1047050/1251000] [837.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000221] [CE 4.637 (4.185)] [KD 3.285 (3.022)] 2024-10-15 07:48:00,243 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38039] [top5_cnt 46462] [top_all 50000] 2024-10-15 07:48:00,244 - net: 76.078 (92.924) 2024-10-15 07:48:06,100 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38792] [top5_cnt 46756] [top_all 50000] 2024-10-15 07:48:06,100 - net_E: 77.584 (93.512) 2024-10-15 07:48:06,275 - Max [top1: 76.078 (epoch: 837)] [top1-ema: 77.616 (epoch: 836)] 2024-10-15 07:48:06,276 - ==> Total time: 1 day, 17:45:49 Eta: 8:07:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:48:14,254 - Train: 83.70% [1047100/1251000] [837.0/1000.0] [batch_t 0.154 (0.196)] [data_t 0.003] [optim_t 0.151] [lr 0.000220] [CE 3.286 (4.095)] [KD 2.736 (2.967)] 2024-10-15 07:48:21,866 - Train: 83.71% [1047150/1251000] [837.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000220] [CE 4.133 (4.150)] [KD 3.020 (2.970)] 2024-10-15 07:48:29,568 - Train: 83.71% [1047200/1251000] [837.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000220] [CE 3.566 (4.172)] [KD 2.685 (3.027)] 2024-10-15 07:48:37,357 - Train: 83.71% [1047250/1251000] [837.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000220] [CE 4.037 (4.249)] [KD 3.017 (3.050)] 2024-10-15 07:48:44,954 - Train: 83.72% [1047300/1251000] [837.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.142] [lr 0.000220] [CE 4.052 (4.226)] [KD 2.943 (3.056)] 2024-10-15 07:48:52,888 - Train: 83.72% [1047350/1251000] [837.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000220] [CE 3.870 (4.159)] [KD 2.826 (3.026)] 2024-10-15 07:49:00,446 - Train: 83.73% [1047400/1251000] [837.3/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000220] [CE 3.622 (4.266)] [KD 2.733 (3.060)] 2024-10-15 07:49:08,155 - Train: 83.73% [1047450/1251000] [837.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000220] [CE 3.925 (4.154)] [KD 2.863 (3.001)] 2024-10-15 07:49:15,733 - Train: 83.73% [1047500/1251000] [837.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000220] [CE 3.987 (4.132)] [KD 2.834 (2.991)] 2024-10-15 07:49:23,622 - Train: 83.74% [1047550/1251000] [837.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000220] [CE 4.200 (4.180)] [KD 3.218 (3.004)] 2024-10-15 07:49:31,211 - Train: 83.74% [1047600/1251000] [837.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000220] [CE 4.532 (4.155)] [KD 3.204 (3.016)] 2024-10-15 07:49:39,064 - Train: 83.75% [1047650/1251000] [837.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000219] [CE 3.983 (4.238)] [KD 2.824 (3.054)] 2024-10-15 07:49:46,568 - Train: 83.75% [1047700/1251000] [837.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000219] [CE 4.035 (4.154)] [KD 3.181 (2.996)] 2024-10-15 07:49:54,260 - Train: 83.75% [1047750/1251000] [837.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000219] [CE 4.718 (4.183)] [KD 3.115 (2.994)] 2024-10-15 07:50:01,954 - Train: 83.76% [1047800/1251000] [837.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000219] [CE 4.699 (4.275)] [KD 3.249 (3.050)] 2024-10-15 07:50:09,676 - Train: 83.76% [1047850/1251000] [837.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000219] [CE 4.356 (4.170)] [KD 3.210 (3.007)] 2024-10-15 07:50:17,552 - Train: 83.76% [1047900/1251000] [837.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000219] [CE 4.582 (4.257)] [KD 3.191 (3.023)] 2024-10-15 07:50:25,293 - Train: 83.77% [1047950/1251000] [837.7/1000.0] [batch_t 0.168 (0.155)] [data_t 0.003] [optim_t 0.166] [lr 0.000219] [CE 3.830 (4.223)] [KD 2.790 (3.020)] 2024-10-15 07:50:32,893 - Train: 83.77% [1048000/1251000] [837.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000219] [CE 3.885 (4.169)] [KD 2.762 (3.030)] 2024-10-15 07:50:40,572 - Train: 83.78% [1048050/1251000] [837.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000219] [CE 4.042 (4.185)] [KD 3.026 (3.022)] 2024-10-15 07:50:48,347 - Train: 83.78% [1048100/1251000] [837.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000219] [CE 3.883 (4.245)] [KD 2.698 (3.028)] 2024-10-15 07:50:55,938 - Train: 83.78% [1048150/1251000] [837.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000219] [CE 4.265 (4.170)] [KD 3.090 (3.025)] 2024-10-15 07:51:03,786 - Train: 83.79% [1048200/1251000] [837.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000218] [CE 4.159 (4.172)] [KD 2.940 (3.012)] 2024-10-15 07:51:11,367 - Train: 83.79% [1048250/1251000] [837.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000218] [CE 4.282 (4.131)] [KD 3.153 (2.971)] 2024-10-15 07:51:19,120 - Train: 83.80% [1048300/1251000] [838.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000218] [CE 4.690 (4.227)] [KD 3.206 (3.033)] 2024-10-15 07:51:30,521 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 37942] [top5_cnt 46336] [top_all 50000] 2024-10-15 07:51:30,521 - net: 75.884 (92.672) 2024-10-15 07:51:36,480 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38779] [top5_cnt 46760] [top_all 50000] 2024-10-15 07:51:36,481 - net_E: 77.558 (93.520) 2024-10-15 07:51:36,648 - Max [top1: 76.078 (epoch: 837)] [top1-ema: 77.616 (epoch: 836)] 2024-10-15 07:51:36,648 - ==> Total time: 1 day, 17:49:19 Eta: 8:05:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:51:41,029 - Train: 83.80% [1048350/1251000] [838.0/1000.0] [batch_t 0.149 (0.185)] [data_t 0.003] [optim_t 0.146] [lr 0.000218] [CE 4.593 (4.136)] [KD 2.951 (2.926)] 2024-10-15 07:51:48,744 - Train: 83.80% [1048400/1251000] [838.0/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000218] [CE 4.535 (4.137)] [KD 3.041 (2.957)] 2024-10-15 07:51:56,376 - Train: 83.81% [1048450/1251000] [838.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000218] [CE 4.131 (4.226)] [KD 2.912 (3.033)] 2024-10-15 07:52:04,104 - Train: 83.81% [1048500/1251000] [838.1/1000.0] [batch_t 0.162 (0.154)] [data_t 0.003] [optim_t 0.159] [lr 0.000218] [CE 4.159 (4.232)] [KD 3.116 (3.032)] 2024-10-15 07:52:11,920 - Train: 83.82% [1048550/1251000] [838.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000218] [CE 4.634 (4.182)] [KD 3.212 (3.011)] 2024-10-15 07:52:19,534 - Train: 83.82% [1048600/1251000] [838.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000218] [CE 4.303 (4.204)] [KD 3.130 (3.042)] 2024-10-15 07:52:27,264 - Train: 83.82% [1048650/1251000] [838.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000218] [CE 3.960 (4.148)] [KD 2.950 (3.010)] 2024-10-15 07:52:35,120 - Train: 83.83% [1048700/1251000] [838.3/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000218] [CE 3.713 (4.213)] [KD 2.722 (3.035)] 2024-10-15 07:52:42,793 - Train: 83.83% [1048750/1251000] [838.3/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000217] [CE 4.353 (4.076)] [KD 3.009 (2.968)] 2024-10-15 07:52:50,466 - Train: 83.84% [1048800/1251000] [838.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000217] [CE 3.939 (4.122)] [KD 2.901 (2.978)] 2024-10-15 07:52:58,021 - Train: 83.84% [1048850/1251000] [838.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000217] [CE 4.452 (4.207)] [KD 3.113 (3.002)] 2024-10-15 07:53:05,601 - Train: 83.84% [1048900/1251000] [838.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000217] [CE 4.072 (4.199)] [KD 2.888 (3.025)] 2024-10-15 07:53:13,544 - Train: 83.85% [1048950/1251000] [838.5/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000217] [CE 4.242 (4.129)] [KD 2.952 (3.006)] 2024-10-15 07:53:21,240 - Train: 83.85% [1049000/1251000] [838.5/1000.0] [batch_t 0.262 (0.154)] [data_t 0.003] [optim_t 0.260] [lr 0.000217] [CE 4.473 (4.200)] [KD 3.099 (3.022)] 2024-10-15 07:53:28,829 - Train: 83.86% [1049050/1251000] [838.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000217] [CE 3.762 (4.209)] [KD 2.647 (3.015)] 2024-10-15 07:53:36,494 - Train: 83.86% [1049100/1251000] [838.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000217] [CE 4.706 (4.245)] [KD 3.440 (3.047)] 2024-10-15 07:53:44,299 - Train: 83.86% [1049150/1251000] [838.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000217] [CE 4.398 (4.180)] [KD 3.102 (3.014)] 2024-10-15 07:53:51,881 - Train: 83.87% [1049200/1251000] [838.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000217] [CE 3.618 (4.192)] [KD 2.702 (3.020)] 2024-10-15 07:53:59,582 - Train: 83.87% [1049250/1251000] [838.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000217] [CE 3.983 (4.166)] [KD 2.785 (2.991)] 2024-10-15 07:54:07,327 - Train: 83.88% [1049300/1251000] [838.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000216] [CE 4.664 (4.305)] [KD 3.252 (3.104)] 2024-10-15 07:54:15,050 - Train: 83.88% [1049350/1251000] [838.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000216] [CE 3.884 (4.197)] [KD 2.673 (3.013)] 2024-10-15 07:54:22,852 - Train: 83.88% [1049400/1251000] [838.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000216] [CE 4.603 (4.107)] [KD 3.405 (2.946)] 2024-10-15 07:54:30,391 - Train: 83.89% [1049450/1251000] [838.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000216] [CE 4.195 (4.283)] [KD 3.049 (3.063)] 2024-10-15 07:54:38,046 - Train: 83.89% [1049500/1251000] [838.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000216] [CE 3.771 (4.142)] [KD 2.710 (3.011)] 2024-10-15 07:54:45,890 - Train: 83.90% [1049550/1251000] [839.0/1000.0] [batch_t 0.159 (0.157)] [data_t 0.005] [optim_t 0.154] [lr 0.000216] [CE 4.186 (4.205)] [KD 3.005 (3.038)] 2024-10-15 07:54:57,427 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37835] [top5_cnt 46291] [top_all 50000] 2024-10-15 07:54:57,427 - net: 75.670 (92.582) 2024-10-15 07:55:03,157 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38774] [top5_cnt 46756] [top_all 50000] 2024-10-15 07:55:03,158 - net_E: 77.548 (93.512) 2024-10-15 07:55:03,337 - Max [top1: 76.078 (epoch: 837)] [top1-ema: 77.616 (epoch: 836)] 2024-10-15 07:55:03,337 - ==> Total time: 1 day, 17:52:46 Eta: 8:02:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:55:10,014 - Train: 83.90% [1049600/1251000] [839.0/1000.0] [batch_t 0.159 (0.192)] [data_t 0.004] [optim_t 0.155] [lr 0.000216] [CE 4.208 (4.259)] [KD 3.007 (3.068)] 2024-10-15 07:55:17,755 - Train: 83.90% [1049650/1251000] [839.0/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000216] [CE 4.658 (4.230)] [KD 3.328 (3.037)] 2024-10-15 07:55:25,494 - Train: 83.91% [1049700/1251000] [839.1/1000.0] [batch_t 0.262 (0.155)] [data_t 0.004] [optim_t 0.258] [lr 0.000216] [CE 4.768 (4.138)] [KD 3.294 (2.990)] 2024-10-15 07:55:33,074 - Train: 83.91% [1049750/1251000] [839.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000216] [CE 3.861 (4.141)] [KD 2.940 (2.996)] 2024-10-15 07:55:40,883 - Train: 83.92% [1049800/1251000] [839.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000216] [CE 3.876 (4.203)] [KD 2.885 (3.008)] 2024-10-15 07:55:48,766 - Train: 83.92% [1049850/1251000] [839.2/1000.0] [batch_t 0.167 (0.158)] [data_t 0.004] [optim_t 0.163] [lr 0.000215] [CE 3.779 (4.172)] [KD 2.820 (2.996)] 2024-10-15 07:55:56,382 - Train: 83.92% [1049900/1251000] [839.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000215] [CE 4.495 (4.197)] [KD 3.123 (3.016)] 2024-10-15 07:56:03,984 - Train: 83.93% [1049950/1251000] [839.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000215] [CE 4.408 (4.157)] [KD 3.173 (2.997)] 2024-10-15 07:56:12,007 - Train: 83.93% [1050000/1251000] [839.3/1000.0] [batch_t 0.155 (0.160)] [data_t 0.004] [optim_t 0.151] [lr 0.000215] [CE 4.560 (4.217)] [KD 3.424 (3.023)] 2024-10-15 07:56:19,619 - Train: 83.94% [1050050/1251000] [839.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000215] [CE 4.311 (4.248)] [KD 2.983 (3.021)] 2024-10-15 07:56:27,416 - Train: 83.94% [1050100/1251000] [839.4/1000.0] [batch_t 0.170 (0.156)] [data_t 0.003] [optim_t 0.167] [lr 0.000215] [CE 4.563 (4.129)] [KD 3.345 (2.958)] 2024-10-15 07:56:35,129 - Train: 83.94% [1050150/1251000] [839.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000215] [CE 4.291 (4.241)] [KD 3.207 (3.047)] 2024-10-15 07:56:42,902 - Train: 83.95% [1050200/1251000] [839.5/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000215] [CE 4.403 (4.226)] [KD 3.310 (3.027)] 2024-10-15 07:56:50,653 - Train: 83.95% [1050250/1251000] [839.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000215] [CE 4.636 (4.186)] [KD 3.385 (3.013)] 2024-10-15 07:56:58,292 - Train: 83.96% [1050300/1251000] [839.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000215] [CE 4.032 (4.209)] [KD 2.896 (3.040)] 2024-10-15 07:57:05,926 - Train: 83.96% [1050350/1251000] [839.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000215] [CE 3.886 (4.175)] [KD 2.785 (3.019)] 2024-10-15 07:57:13,768 - Train: 83.96% [1050400/1251000] [839.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000214] [CE 4.089 (4.121)] [KD 2.768 (2.944)] 2024-10-15 07:57:21,460 - Train: 83.97% [1050450/1251000] [839.7/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000214] [CE 4.197 (4.235)] [KD 3.179 (3.041)] 2024-10-15 07:57:29,218 - Train: 83.97% [1050500/1251000] [839.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000214] [CE 4.012 (4.179)] [KD 2.882 (2.994)] 2024-10-15 07:57:36,859 - Train: 83.98% [1050550/1251000] [839.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000214] [CE 4.749 (4.229)] [KD 3.324 (3.041)] 2024-10-15 07:57:44,377 - Train: 83.98% [1050600/1251000] [839.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000214] [CE 4.410 (4.221)] [KD 3.027 (3.033)] 2024-10-15 07:57:51,974 - Train: 83.98% [1050650/1251000] [839.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000214] [CE 4.326 (4.144)] [KD 3.039 (2.942)] 2024-10-15 07:57:59,899 - Train: 83.99% [1050700/1251000] [839.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000214] [CE 4.102 (4.207)] [KD 3.031 (3.027)] 2024-10-15 07:58:07,469 - Train: 83.99% [1050750/1251000] [839.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000214] [CE 4.119 (4.164)] [KD 2.877 (2.990)] 2024-10-15 07:58:15,232 - Train: 84.00% [1050800/1251000] [840.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000214] [CE 4.181 (4.176)] [KD 2.985 (3.003)] 2024-10-15 07:58:27,288 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 37855] [top5_cnt 46283] [top_all 50000] 2024-10-15 07:58:27,289 - net: 75.710 (92.566) 2024-10-15 07:58:33,195 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38804] [top5_cnt 46776] [top_all 50000] 2024-10-15 07:58:33,196 - net_E: 77.608 (93.552) 2024-10-15 07:58:33,357 - Max [top1: 76.078 (epoch: 837)] [top1-ema: 77.616 (epoch: 836)] 2024-10-15 07:58:33,358 - ==> Total time: 1 day, 17:56:16 Eta: 7:59:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 07:58:41,675 - Train: 84.00% [1050850/1251000] [840.0/1000.0] [batch_t 0.147 (0.192)] [data_t 0.003] [optim_t 0.144] [lr 0.000214] [CE 3.712 (4.231)] [KD 2.777 (3.052)] 2024-10-15 07:58:49,380 - Train: 84.00% [1050900/1251000] [840.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000214] [CE 4.068 (4.215)] [KD 3.017 (3.011)] 2024-10-15 07:58:56,961 - Train: 84.01% [1050950/1251000] [840.1/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.000213] [CE 4.040 (4.247)] [KD 2.955 (3.018)] 2024-10-15 07:59:04,545 - Train: 84.01% [1051000/1251000] [840.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000213] [CE 4.622 (4.189)] [KD 3.127 (2.992)] 2024-10-15 07:59:12,489 - Train: 84.02% [1051050/1251000] [840.2/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000213] [CE 3.934 (4.059)] [KD 2.819 (2.927)] 2024-10-15 07:59:20,041 - Train: 84.02% [1051100/1251000] [840.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000213] [CE 4.624 (4.202)] [KD 3.214 (2.971)] 2024-10-15 07:59:27,574 - Train: 84.02% [1051150/1251000] [840.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000213] [CE 4.021 (4.272)] [KD 2.721 (3.033)] 2024-10-15 07:59:35,363 - Train: 84.03% [1051200/1251000] [840.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000213] [CE 4.186 (4.109)] [KD 3.041 (2.956)] 2024-10-15 07:59:43,181 - Train: 84.03% [1051250/1251000] [840.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000213] [CE 4.426 (4.155)] [KD 3.128 (2.982)] 2024-10-15 07:59:50,714 - Train: 84.04% [1051300/1251000] [840.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000213] [CE 3.760 (4.159)] [KD 2.746 (2.974)] 2024-10-15 07:59:58,452 - Train: 84.04% [1051350/1251000] [840.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000213] [CE 4.213 (4.248)] [KD 3.144 (3.049)] 2024-10-15 08:00:06,034 - Train: 84.04% [1051400/1251000] [840.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000213] [CE 4.484 (4.187)] [KD 3.033 (2.986)] 2024-10-15 08:00:13,737 - Train: 84.05% [1051450/1251000] [840.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000213] [CE 4.478 (4.236)] [KD 3.299 (3.026)] 2024-10-15 08:00:21,475 - Train: 84.05% [1051500/1251000] [840.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000213] [CE 4.442 (4.197)] [KD 2.994 (3.022)] 2024-10-15 08:00:29,019 - Train: 84.06% [1051550/1251000] [840.6/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000212] [CE 4.187 (4.217)] [KD 2.855 (3.002)] 2024-10-15 08:00:36,732 - Train: 84.06% [1051600/1251000] [840.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000212] [CE 4.206 (4.167)] [KD 3.163 (3.003)] 2024-10-15 08:00:44,633 - Train: 84.06% [1051650/1251000] [840.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000212] [CE 4.492 (4.231)] [KD 3.073 (3.004)] 2024-10-15 08:00:52,324 - Train: 84.07% [1051700/1251000] [840.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000212] [CE 4.529 (4.239)] [KD 3.043 (2.985)] 2024-10-15 08:01:00,087 - Train: 84.07% [1051750/1251000] [840.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000212] [CE 4.514 (4.250)] [KD 3.333 (3.040)] 2024-10-15 08:01:07,682 - Train: 84.08% [1051800/1251000] [840.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000212] [CE 4.125 (4.204)] [KD 3.009 (2.992)] 2024-10-15 08:01:15,500 - Train: 84.08% [1051850/1251000] [840.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000212] [CE 3.929 (4.222)] [KD 2.878 (3.060)] 2024-10-15 08:01:23,198 - Train: 84.08% [1051900/1251000] [840.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000212] [CE 4.115 (4.207)] [KD 3.017 (2.998)] 2024-10-15 08:01:30,921 - Train: 84.09% [1051950/1251000] [840.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000212] [CE 3.817 (4.180)] [KD 2.683 (2.972)] 2024-10-15 08:01:38,497 - Train: 84.09% [1052000/1251000] [840.9/1000.0] [batch_t 0.161 (0.151)] [data_t 0.004] [optim_t 0.157] [lr 0.000212] [CE 3.891 (4.222)] [KD 2.906 (3.034)] 2024-10-15 08:01:46,348 - Train: 84.10% [1052050/1251000] [841.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000212] [CE 4.038 (4.180)] [KD 3.011 (3.006)] 2024-10-15 08:01:58,082 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 37830] [top5_cnt 46272] [top_all 50000] 2024-10-15 08:01:58,083 - net: 75.660 (92.544) 2024-10-15 08:02:03,927 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38816] [top5_cnt 46796] [top_all 50000] 2024-10-15 08:02:03,928 - net_E: 77.632 (93.592) 2024-10-15 08:02:04,114 - Max [top1: 76.078 (epoch: 837)] [top1-ema: 77.632 (epoch: 841)] 2024-10-15 08:02:04,114 - ==> Total time: 1 day, 17:59:47 Eta: 7:56:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:02:14,499 - Train: 84.10% [1052100/1251000] [841.0/1000.0] [batch_t 0.149 (0.215)] [data_t 0.004] [optim_t 0.144] [lr 0.000211] [CE 4.076 (4.131)] [KD 3.049 (2.969)] 2024-10-15 08:02:22,358 - Train: 84.10% [1052150/1251000] [841.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000211] [CE 4.343 (4.176)] [KD 3.066 (2.987)] 2024-10-15 08:02:29,961 - Train: 84.11% [1052200/1251000] [841.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000211] [CE 4.506 (4.153)] [KD 2.951 (2.936)] 2024-10-15 08:02:37,728 - Train: 84.11% [1052250/1251000] [841.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000211] [CE 3.631 (4.120)] [KD 2.616 (2.936)] 2024-10-15 08:02:45,276 - Train: 84.12% [1052300/1251000] [841.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000211] [CE 3.919 (4.122)] [KD 2.900 (2.969)] 2024-10-15 08:02:52,876 - Train: 84.12% [1052350/1251000] [841.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000211] [CE 3.706 (4.191)] [KD 2.839 (3.006)] 2024-10-15 08:03:00,418 - Train: 84.12% [1052400/1251000] [841.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000211] [CE 4.237 (4.175)] [KD 2.922 (2.980)] 2024-10-15 08:03:08,151 - Train: 84.13% [1052450/1251000] [841.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000211] [CE 4.398 (4.264)] [KD 2.955 (3.043)] 2024-10-15 08:03:16,132 - Train: 84.13% [1052500/1251000] [841.3/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000211] [CE 3.908 (4.095)] [KD 2.880 (2.941)] 2024-10-15 08:03:23,917 - Train: 84.14% [1052550/1251000] [841.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000211] [CE 3.872 (4.183)] [KD 3.048 (2.995)] 2024-10-15 08:03:31,660 - Train: 84.14% [1052600/1251000] [841.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000211] [CE 4.125 (4.215)] [KD 2.752 (3.026)] 2024-10-15 08:03:39,367 - Train: 84.14% [1052650/1251000] [841.4/1000.0] [batch_t 0.281 (0.154)] [data_t 0.003] [optim_t 0.278] [lr 0.000210] [CE 4.091 (4.179)] [KD 2.948 (2.986)] 2024-10-15 08:03:47,039 - Train: 84.15% [1052700/1251000] [841.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000210] [CE 4.313 (4.172)] [KD 3.133 (3.009)] 2024-10-15 08:03:54,620 - Train: 84.15% [1052750/1251000] [841.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000210] [CE 3.748 (4.136)] [KD 2.870 (2.958)] 2024-10-15 08:04:02,327 - Train: 84.16% [1052800/1251000] [841.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000210] [CE 4.507 (4.147)] [KD 3.103 (2.964)] 2024-10-15 08:04:09,901 - Train: 84.16% [1052850/1251000] [841.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000210] [CE 4.292 (4.277)] [KD 3.218 (3.078)] 2024-10-15 08:04:17,799 - Train: 84.16% [1052900/1251000] [841.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000210] [CE 4.262 (4.181)] [KD 3.031 (3.004)] 2024-10-15 08:04:25,460 - Train: 84.17% [1052950/1251000] [841.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000210] [CE 4.182 (4.203)] [KD 3.084 (3.021)] 2024-10-15 08:04:33,190 - Train: 84.17% [1053000/1251000] [841.7/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.142] [lr 0.000210] [CE 4.412 (4.196)] [KD 3.085 (2.999)] 2024-10-15 08:04:40,734 - Train: 84.18% [1053050/1251000] [841.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000210] [CE 4.414 (4.272)] [KD 2.972 (3.058)] 2024-10-15 08:04:48,383 - Train: 84.18% [1053100/1251000] [841.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000210] [CE 4.344 (4.219)] [KD 3.182 (3.003)] 2024-10-15 08:04:56,030 - Train: 84.18% [1053150/1251000] [841.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000210] [CE 4.398 (4.232)] [KD 2.894 (3.021)] 2024-10-15 08:05:03,613 - Train: 84.19% [1053200/1251000] [841.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000209] [CE 4.330 (4.128)] [KD 3.180 (2.975)] 2024-10-15 08:05:11,316 - Train: 84.19% [1053250/1251000] [841.9/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000209] [CE 4.176 (4.201)] [KD 2.988 (3.034)] 2024-10-15 08:05:19,130 - Train: 84.20% [1053300/1251000] [842.0/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000209] [CE 4.065 (4.174)] [KD 2.919 (3.004)] 2024-10-15 08:05:31,203 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 37822] [top5_cnt 46286] [top_all 50000] 2024-10-15 08:05:31,203 - net: 75.644 (92.572) 2024-10-15 08:05:36,945 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38831] [top5_cnt 46797] [top_all 50000] 2024-10-15 08:05:36,945 - net_E: 77.662 (93.594) 2024-10-15 08:05:37,105 - Max [top1: 76.078 (epoch: 837)] [top1-ema: 77.662 (epoch: 842)] 2024-10-15 08:05:37,105 - ==> Total time: 1 day, 18:03:20 Eta: 7:53:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:05:45,240 - Train: 84.20% [1053350/1251000] [842.0/1000.0] [batch_t 0.147 (0.209)] [data_t 0.003] [optim_t 0.144] [lr 0.000209] [CE 3.680 (4.094)] [KD 2.864 (2.950)] 2024-10-15 08:05:52,977 - Train: 84.20% [1053400/1251000] [842.0/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000209] [CE 4.657 (4.132)] [KD 3.139 (2.946)] 2024-10-15 08:06:00,652 - Train: 84.21% [1053450/1251000] [842.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000209] [CE 4.591 (4.209)] [KD 3.213 (2.976)] 2024-10-15 08:06:08,397 - Train: 84.21% [1053500/1251000] [842.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000209] [CE 4.081 (4.186)] [KD 2.827 (2.978)] 2024-10-15 08:06:15,959 - Train: 84.22% [1053550/1251000] [842.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000209] [CE 4.029 (4.147)] [KD 2.912 (2.960)] 2024-10-15 08:06:23,911 - Train: 84.22% [1053600/1251000] [842.2/1000.0] [batch_t 0.271 (0.159)] [data_t 0.005] [optim_t 0.266] [lr 0.000209] [CE 4.330 (4.188)] [KD 2.912 (2.996)] 2024-10-15 08:06:31,632 - Train: 84.22% [1053650/1251000] [842.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000209] [CE 4.570 (4.110)] [KD 3.264 (2.945)] 2024-10-15 08:06:39,209 - Train: 84.23% [1053700/1251000] [842.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000209] [CE 4.168 (4.192)] [KD 2.914 (2.964)] 2024-10-15 08:06:46,886 - Train: 84.23% [1053750/1251000] [842.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000208] [CE 4.547 (4.181)] [KD 3.073 (2.985)] 2024-10-15 08:06:54,566 - Train: 84.24% [1053800/1251000] [842.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000208] [CE 4.488 (4.221)] [KD 2.962 (3.005)] 2024-10-15 08:07:02,231 - Train: 84.24% [1053850/1251000] [842.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000208] [CE 3.990 (4.218)] [KD 2.953 (3.011)] 2024-10-15 08:07:09,964 - Train: 84.24% [1053900/1251000] [842.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000208] [CE 4.107 (4.201)] [KD 2.967 (2.986)] 2024-10-15 08:07:17,722 - Train: 84.25% [1053950/1251000] [842.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000208] [CE 4.101 (4.225)] [KD 2.771 (3.008)] 2024-10-15 08:07:25,420 - Train: 84.25% [1054000/1251000] [842.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000208] [CE 4.514 (4.128)] [KD 3.437 (2.977)] 2024-10-15 08:07:32,925 - Train: 84.26% [1054050/1251000] [842.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000208] [CE 4.389 (4.165)] [KD 3.229 (2.981)] 2024-10-15 08:07:40,462 - Train: 84.26% [1054100/1251000] [842.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000208] [CE 4.384 (4.196)] [KD 3.086 (2.974)] 2024-10-15 08:07:48,183 - Train: 84.26% [1054150/1251000] [842.6/1000.0] [batch_t 0.248 (0.154)] [data_t 0.004] [optim_t 0.244] [lr 0.000208] [CE 4.372 (4.143)] [KD 3.011 (2.953)] 2024-10-15 08:07:55,795 - Train: 84.27% [1054200/1251000] [842.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000208] [CE 3.999 (4.252)] [KD 3.021 (3.045)] 2024-10-15 08:08:03,591 - Train: 84.27% [1054250/1251000] [842.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000208] [CE 4.182 (4.171)] [KD 3.042 (2.980)] 2024-10-15 08:08:11,317 - Train: 84.28% [1054300/1251000] [842.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000208] [CE 4.410 (4.153)] [KD 3.274 (2.991)] 2024-10-15 08:08:18,990 - Train: 84.28% [1054350/1251000] [842.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000207] [CE 4.081 (4.152)] [KD 2.798 (2.977)] 2024-10-15 08:08:26,587 - Train: 84.28% [1054400/1251000] [842.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000207] [CE 3.990 (4.173)] [KD 2.862 (3.024)] 2024-10-15 08:08:34,336 - Train: 84.29% [1054450/1251000] [842.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000207] [CE 4.490 (4.253)] [KD 3.153 (2.997)] 2024-10-15 08:08:41,936 - Train: 84.29% [1054500/1251000] [842.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000207] [CE 4.327 (4.199)] [KD 3.172 (3.016)] 2024-10-15 08:08:49,579 - Train: 84.30% [1054550/1251000] [843.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000207] [CE 3.785 (4.188)] [KD 2.581 (3.008)] 2024-10-15 08:09:01,674 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 38121] [top5_cnt 46411] [top_all 50000] 2024-10-15 08:09:01,674 - net: 76.242 (92.822) 2024-10-15 08:09:07,352 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 38826] [top5_cnt 46797] [top_all 50000] 2024-10-15 08:09:07,352 - net_E: 77.652 (93.594) 2024-10-15 08:09:07,495 - Max [top1: 76.242 (epoch: 843)] [top1-ema: 77.662 (epoch: 842)] 2024-10-15 08:09:07,495 - ==> Total time: 1 day, 18:06:50 Eta: 7:50:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:09:15,398 - Train: 84.30% [1054600/1251000] [843.0/1000.0] [batch_t 0.151 (0.207)] [data_t 0.004] [optim_t 0.147] [lr 0.000207] [CE 4.186 (4.154)] [KD 2.771 (2.889)] 2024-10-15 08:09:23,354 - Train: 84.30% [1054650/1251000] [843.0/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000207] [CE 4.532 (4.182)] [KD 3.119 (2.984)] 2024-10-15 08:09:31,061 - Train: 84.31% [1054700/1251000] [843.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000207] [CE 3.960 (4.255)] [KD 2.778 (2.991)] 2024-10-15 08:09:38,978 - Train: 84.31% [1054750/1251000] [843.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000207] [CE 3.894 (4.129)] [KD 2.665 (2.947)] 2024-10-15 08:09:46,996 - Train: 84.32% [1054800/1251000] [843.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000207] [CE 4.239 (4.234)] [KD 3.109 (3.015)] 2024-10-15 08:09:54,699 - Train: 84.32% [1054850/1251000] [843.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000207] [CE 4.496 (4.138)] [KD 3.128 (2.934)] 2024-10-15 08:10:02,390 - Train: 84.32% [1054900/1251000] [843.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000206] [CE 4.325 (4.218)] [KD 2.981 (2.980)] 2024-10-15 08:10:10,251 - Train: 84.33% [1054950/1251000] [843.3/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.000206] [CE 3.904 (4.153)] [KD 3.024 (2.959)] 2024-10-15 08:10:18,117 - Train: 84.33% [1055000/1251000] [843.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000206] [CE 3.946 (4.147)] [KD 2.642 (2.958)] 2024-10-15 08:10:25,881 - Train: 84.34% [1055050/1251000] [843.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000206] [CE 3.856 (4.175)] [KD 2.822 (3.005)] 2024-10-15 08:10:33,683 - Train: 84.34% [1055100/1251000] [843.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000206] [CE 4.047 (4.153)] [KD 2.838 (2.960)] 2024-10-15 08:10:41,278 - Train: 84.34% [1055150/1251000] [843.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000206] [CE 4.431 (4.245)] [KD 3.266 (3.033)] 2024-10-15 08:10:49,223 - Train: 84.35% [1055200/1251000] [843.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000206] [CE 4.404 (4.208)] [KD 3.042 (2.980)] 2024-10-15 08:10:56,893 - Train: 84.35% [1055250/1251000] [843.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000206] [CE 4.460 (4.125)] [KD 3.232 (2.971)] 2024-10-15 08:11:04,752 - Train: 84.36% [1055300/1251000] [843.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000206] [CE 4.509 (4.250)] [KD 3.200 (3.003)] 2024-10-15 08:11:12,491 - Train: 84.36% [1055350/1251000] [843.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000206] [CE 4.176 (4.165)] [KD 2.900 (2.942)] 2024-10-15 08:11:20,194 - Train: 84.36% [1055400/1251000] [843.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000206] [CE 4.300 (4.147)] [KD 3.075 (2.969)] 2024-10-15 08:11:28,017 - Train: 84.37% [1055450/1251000] [843.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000205] [CE 4.298 (4.201)] [KD 2.869 (2.995)] 2024-10-15 08:11:35,888 - Train: 84.37% [1055500/1251000] [843.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000205] [CE 4.648 (4.195)] [KD 3.271 (2.984)] 2024-10-15 08:11:43,525 - Train: 84.38% [1055550/1251000] [843.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000205] [CE 4.137 (4.119)] [KD 2.887 (2.919)] 2024-10-15 08:11:51,245 - Train: 84.38% [1055600/1251000] [843.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000205] [CE 4.423 (4.217)] [KD 3.083 (3.012)] 2024-10-15 08:11:59,061 - Train: 84.38% [1055650/1251000] [843.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000205] [CE 4.156 (4.144)] [KD 3.225 (2.977)] 2024-10-15 08:12:06,869 - Train: 84.39% [1055700/1251000] [843.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000205] [CE 3.855 (4.157)] [KD 2.913 (2.972)] 2024-10-15 08:12:14,680 - Train: 84.39% [1055750/1251000] [843.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000205] [CE 4.850 (4.117)] [KD 3.544 (2.961)] 2024-10-15 08:12:22,553 - Train: 84.40% [1055800/1251000] [844.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000205] [CE 4.464 (4.178)] [KD 3.108 (3.007)] 2024-10-15 08:12:34,975 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37921] [top5_cnt 46354] [top_all 50000] 2024-10-15 08:12:34,975 - net: 75.842 (92.708) 2024-10-15 08:12:40,867 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38854] [top5_cnt 46776] [top_all 50000] 2024-10-15 08:12:40,868 - net_E: 77.708 (93.552) 2024-10-15 08:12:41,032 - Max [top1: 76.242 (epoch: 843)] [top1-ema: 77.708 (epoch: 844)] 2024-10-15 08:12:41,032 - ==> Total time: 1 day, 18:10:24 Eta: 7:47:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:12:50,159 - Train: 84.40% [1055850/1251000] [844.0/1000.0] [batch_t 0.148 (0.233)] [data_t 0.005] [optim_t 0.143] [lr 0.000205] [CE 4.188 (4.173)] [KD 3.202 (2.960)] 2024-10-15 08:12:57,917 - Train: 84.40% [1055900/1251000] [844.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000205] [CE 4.162 (4.105)] [KD 3.028 (2.959)] 2024-10-15 08:13:05,667 - Train: 84.41% [1055950/1251000] [844.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000205] [CE 4.589 (4.160)] [KD 3.085 (2.976)] 2024-10-15 08:13:13,489 - Train: 84.41% [1056000/1251000] [844.1/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000205] [CE 4.213 (4.224)] [KD 2.976 (3.004)] 2024-10-15 08:13:21,044 - Train: 84.42% [1056050/1251000] [844.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000204] [CE 3.875 (4.168)] [KD 2.748 (2.955)] 2024-10-15 08:13:28,888 - Train: 84.42% [1056100/1251000] [844.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000204] [CE 3.879 (4.243)] [KD 2.718 (3.019)] 2024-10-15 08:13:36,783 - Train: 84.42% [1056150/1251000] [844.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.000204] [CE 4.389 (4.189)] [KD 3.220 (2.973)] 2024-10-15 08:13:44,397 - Train: 84.43% [1056200/1251000] [844.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000204] [CE 3.954 (4.176)] [KD 2.810 (2.969)] 2024-10-15 08:13:52,023 - Train: 84.43% [1056250/1251000] [844.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000204] [CE 4.185 (4.149)] [KD 2.889 (2.965)] 2024-10-15 08:13:59,991 - Train: 84.44% [1056300/1251000] [844.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000204] [CE 4.693 (4.198)] [KD 3.200 (2.989)] 2024-10-15 08:14:07,581 - Train: 84.44% [1056350/1251000] [844.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000204] [CE 4.099 (4.207)] [KD 2.943 (2.992)] 2024-10-15 08:14:15,453 - Train: 84.44% [1056400/1251000] [844.4/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000204] [CE 3.831 (4.268)] [KD 2.567 (3.063)] 2024-10-15 08:14:23,202 - Train: 84.45% [1056450/1251000] [844.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000204] [CE 4.137 (4.166)] [KD 2.961 (2.985)] 2024-10-15 08:14:30,817 - Train: 84.45% [1056500/1251000] [844.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000204] [CE 4.159 (4.155)] [KD 2.938 (2.991)] 2024-10-15 08:14:38,543 - Train: 84.46% [1056550/1251000] [844.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000204] [CE 4.371 (4.189)] [KD 3.108 (3.000)] 2024-10-15 08:14:46,429 - Train: 84.46% [1056600/1251000] [844.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000203] [CE 3.938 (4.204)] [KD 2.899 (3.004)] 2024-10-15 08:14:54,063 - Train: 84.46% [1056650/1251000] [844.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000203] [CE 4.050 (4.169)] [KD 2.984 (2.956)] 2024-10-15 08:15:01,733 - Train: 84.47% [1056700/1251000] [844.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000203] [CE 4.340 (4.215)] [KD 3.198 (3.003)] 2024-10-15 08:15:09,764 - Train: 84.47% [1056750/1251000] [844.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000203] [CE 3.905 (4.208)] [KD 2.736 (3.002)] 2024-10-15 08:15:17,671 - Train: 84.48% [1056800/1251000] [844.8/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000203] [CE 4.214 (4.133)] [KD 2.918 (2.934)] 2024-10-15 08:15:25,337 - Train: 84.48% [1056850/1251000] [844.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000203] [CE 4.557 (4.241)] [KD 3.143 (3.020)] 2024-10-15 08:15:33,216 - Train: 84.48% [1056900/1251000] [844.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000203] [CE 4.496 (4.190)] [KD 3.027 (2.986)] 2024-10-15 08:15:40,920 - Train: 84.49% [1056950/1251000] [844.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000203] [CE 4.054 (4.199)] [KD 2.836 (3.002)] 2024-10-15 08:15:48,772 - Train: 84.49% [1057000/1251000] [844.9/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000203] [CE 3.876 (4.164)] [KD 2.602 (2.974)] 2024-10-15 08:15:56,579 - Train: 84.50% [1057050/1251000] [845.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000203] [CE 3.934 (4.138)] [KD 2.893 (2.986)] 2024-10-15 08:16:09,177 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38096] [top5_cnt 46335] [top_all 50000] 2024-10-15 08:16:09,177 - net: 76.192 (92.670) 2024-10-15 08:16:15,148 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.107)] [top1_cnt 38845] [top5_cnt 46757] [top_all 50000] 2024-10-15 08:16:15,149 - net_E: 77.690 (93.514) 2024-10-15 08:16:15,316 - Max [top1: 76.242 (epoch: 843)] [top1-ema: 77.708 (epoch: 844)] 2024-10-15 08:16:15,317 - ==> Total time: 1 day, 18:13:58 Eta: 7:44:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:16:18,258 - Train: 84.50% [1057100/1251000] [845.0/1000.0] [batch_t 0.152 (0.218)] [data_t 0.004] [optim_t 0.148] [lr 0.000203] [CE 4.178 (4.144)] [KD 2.920 (2.895)] 2024-10-15 08:16:26,161 - Train: 84.50% [1057150/1251000] [845.0/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000203] [CE 4.254 (4.186)] [KD 2.980 (2.961)] 2024-10-15 08:16:34,121 - Train: 84.51% [1057200/1251000] [845.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000202] [CE 4.647 (4.255)] [KD 3.238 (3.028)] 2024-10-15 08:16:41,675 - Train: 84.51% [1057250/1251000] [845.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000202] [CE 3.844 (4.222)] [KD 2.754 (2.974)] 2024-10-15 08:16:49,271 - Train: 84.52% [1057300/1251000] [845.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000202] [CE 3.708 (4.181)] [KD 2.700 (2.971)] 2024-10-15 08:16:56,829 - Train: 84.52% [1057350/1251000] [845.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000202] [CE 4.356 (4.155)] [KD 2.966 (2.947)] 2024-10-15 08:17:04,608 - Train: 84.52% [1057400/1251000] [845.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000202] [CE 4.385 (4.277)] [KD 2.999 (3.029)] 2024-10-15 08:17:12,612 - Train: 84.53% [1057450/1251000] [845.3/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000202] [CE 4.388 (4.215)] [KD 3.108 (2.984)] 2024-10-15 08:17:20,433 - Train: 84.53% [1057500/1251000] [845.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000202] [CE 4.061 (4.202)] [KD 2.829 (2.981)] 2024-10-15 08:17:28,097 - Train: 84.54% [1057550/1251000] [845.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000202] [CE 4.656 (4.178)] [KD 3.109 (2.983)] 2024-10-15 08:17:35,995 - Train: 84.54% [1057600/1251000] [845.4/1000.0] [batch_t 0.294 (0.158)] [data_t 0.004] [optim_t 0.289] [lr 0.000202] [CE 3.685 (4.185)] [KD 2.651 (2.987)] 2024-10-15 08:17:43,697 - Train: 84.54% [1057650/1251000] [845.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000202] [CE 4.048 (4.146)] [KD 2.694 (2.943)] 2024-10-15 08:17:51,614 - Train: 84.55% [1057700/1251000] [845.5/1000.0] [batch_t 0.168 (0.158)] [data_t 0.003] [optim_t 0.165] [lr 0.000202] [CE 4.465 (4.147)] [KD 3.119 (2.939)] 2024-10-15 08:17:59,312 - Train: 84.55% [1057750/1251000] [845.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000201] [CE 3.915 (4.142)] [KD 2.950 (2.946)] 2024-10-15 08:18:07,062 - Train: 84.56% [1057800/1251000] [845.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000201] [CE 4.283 (4.211)] [KD 3.007 (3.001)] 2024-10-15 08:18:14,762 - Train: 84.56% [1057850/1251000] [845.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000201] [CE 3.233 (4.179)] [KD 2.495 (2.953)] 2024-10-15 08:18:22,543 - Train: 84.56% [1057900/1251000] [845.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000201] [CE 4.260 (4.219)] [KD 2.896 (3.009)] 2024-10-15 08:18:30,083 - Train: 84.57% [1057950/1251000] [845.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000201] [CE 3.748 (4.162)] [KD 2.823 (2.990)] 2024-10-15 08:18:37,941 - Train: 84.57% [1058000/1251000] [845.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000201] [CE 3.750 (4.239)] [KD 2.738 (3.013)] 2024-10-15 08:18:45,775 - Train: 84.58% [1058050/1251000] [845.8/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000201] [CE 4.070 (4.275)] [KD 2.996 (3.036)] 2024-10-15 08:18:53,377 - Train: 84.58% [1058100/1251000] [845.8/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000201] [CE 4.224 (4.202)] [KD 2.923 (3.031)] 2024-10-15 08:19:00,991 - Train: 84.58% [1058150/1251000] [845.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000201] [CE 4.505 (4.222)] [KD 2.951 (2.989)] 2024-10-15 08:19:08,639 - Train: 84.59% [1058200/1251000] [845.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000201] [CE 4.077 (4.212)] [KD 2.715 (3.019)] 2024-10-15 08:19:16,389 - Train: 84.59% [1058250/1251000] [845.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000201] [CE 4.072 (4.130)] [KD 2.809 (2.949)] 2024-10-15 08:19:24,438 - Train: 84.60% [1058300/1251000] [846.0/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.147] [lr 0.000201] [CE 4.497 (4.131)] [KD 3.055 (2.929)] 2024-10-15 08:19:37,081 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38020] [top5_cnt 46345] [top_all 50000] 2024-10-15 08:19:37,081 - net: 76.040 (92.690) 2024-10-15 08:19:43,026 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38851] [top5_cnt 46746] [top_all 50000] 2024-10-15 08:19:43,027 - net_E: 77.702 (93.492) 2024-10-15 08:19:43,177 - Max [top1: 76.242 (epoch: 843)] [top1-ema: 77.708 (epoch: 844)] 2024-10-15 08:19:43,177 - ==> Total time: 1 day, 18:17:26 Eta: 7:41:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:19:46,404 - Train: 84.60% [1058350/1251000] [846.0/1000.0] [batch_t 0.147 (0.274)] [data_t 0.004] [optim_t 0.143] [lr 0.000200] [CE 4.564 (4.028)] [KD 3.146 (2.838)] 2024-10-15 08:19:54,245 - Train: 84.60% [1058400/1251000] [846.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000200] [CE 3.988 (4.189)] [KD 3.027 (2.973)] 2024-10-15 08:20:01,827 - Train: 84.61% [1058450/1251000] [846.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000200] [CE 4.045 (4.067)] [KD 2.993 (2.925)] 2024-10-15 08:20:09,427 - Train: 84.61% [1058500/1251000] [846.1/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.000200] [CE 4.080 (4.158)] [KD 2.777 (2.970)] 2024-10-15 08:20:16,949 - Train: 84.62% [1058550/1251000] [846.2/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000200] [CE 4.355 (4.194)] [KD 3.139 (2.968)] 2024-10-15 08:20:24,767 - Train: 84.62% [1058600/1251000] [846.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000200] [CE 4.045 (4.188)] [KD 2.991 (2.965)] 2024-10-15 08:20:32,584 - Train: 84.62% [1058650/1251000] [846.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000200] [CE 4.376 (4.173)] [KD 3.211 (2.935)] 2024-10-15 08:20:40,485 - Train: 84.63% [1058700/1251000] [846.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000200] [CE 3.869 (4.241)] [KD 2.844 (2.999)] 2024-10-15 08:20:48,168 - Train: 84.63% [1058750/1251000] [846.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000200] [CE 4.303 (4.184)] [KD 2.865 (2.982)] 2024-10-15 08:20:55,746 - Train: 84.64% [1058800/1251000] [846.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000200] [CE 3.578 (4.159)] [KD 2.694 (2.993)] 2024-10-15 08:21:03,354 - Train: 84.64% [1058850/1251000] [846.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000200] [CE 4.189 (4.229)] [KD 3.038 (2.981)] 2024-10-15 08:21:11,135 - Train: 84.64% [1058900/1251000] [846.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000199] [CE 3.372 (4.198)] [KD 2.519 (2.997)] 2024-10-15 08:21:18,649 - Train: 84.65% [1058950/1251000] [846.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000199] [CE 4.332 (4.186)] [KD 2.976 (2.977)] 2024-10-15 08:21:26,426 - Train: 84.65% [1059000/1251000] [846.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000199] [CE 4.379 (4.183)] [KD 2.837 (2.970)] 2024-10-15 08:21:34,120 - Train: 84.66% [1059050/1251000] [846.6/1000.0] [batch_t 0.279 (0.154)] [data_t 0.003] [optim_t 0.276] [lr 0.000199] [CE 3.762 (4.183)] [KD 2.820 (2.952)] 2024-10-15 08:21:41,930 - Train: 84.66% [1059100/1251000] [846.6/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000199] [CE 4.060 (4.195)] [KD 2.924 (2.979)] 2024-10-15 08:21:49,813 - Train: 84.66% [1059150/1251000] [846.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000199] [CE 4.012 (4.184)] [KD 2.900 (2.961)] 2024-10-15 08:21:57,373 - Train: 84.67% [1059200/1251000] [846.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000199] [CE 4.049 (4.126)] [KD 2.880 (2.954)] 2024-10-15 08:22:05,060 - Train: 84.67% [1059250/1251000] [846.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000199] [CE 4.056 (4.163)] [KD 3.025 (2.953)] 2024-10-15 08:22:12,638 - Train: 84.68% [1059300/1251000] [846.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000199] [CE 4.071 (4.175)] [KD 3.026 (2.987)] 2024-10-15 08:22:20,187 - Train: 84.68% [1059350/1251000] [846.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000199] [CE 4.231 (4.119)] [KD 2.982 (2.941)] 2024-10-15 08:22:27,844 - Train: 84.68% [1059400/1251000] [846.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000199] [CE 4.110 (4.131)] [KD 2.883 (2.950)] 2024-10-15 08:22:35,856 - Train: 84.69% [1059450/1251000] [846.9/1000.0] [batch_t 0.163 (0.160)] [data_t 0.004] [optim_t 0.159] [lr 0.000199] [CE 4.129 (4.169)] [KD 2.844 (2.947)] 2024-10-15 08:22:43,577 - Train: 84.69% [1059500/1251000] [846.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000198] [CE 3.775 (4.083)] [KD 2.654 (2.907)] 2024-10-15 08:22:51,329 - Train: 84.70% [1059550/1251000] [847.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000198] [CE 4.268 (4.170)] [KD 2.912 (2.951)] 2024-10-15 08:23:04,167 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 38086] [top5_cnt 46416] [top_all 50000] 2024-10-15 08:23:04,167 - net: 76.172 (92.832) 2024-10-15 08:23:10,074 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38893] [top5_cnt 46737] [top_all 50000] 2024-10-15 08:23:10,075 - net_E: 77.786 (93.474) 2024-10-15 08:23:10,227 - Max [top1: 76.242 (epoch: 843)] [top1-ema: 77.786 (epoch: 847)] 2024-10-15 08:23:10,228 - ==> Total time: 1 day, 18:20:53 Eta: 7:38:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:23:17,890 - Train: 84.70% [1059600/1251000] [847.0/1000.0] [batch_t 0.148 (0.305)] [data_t 0.003] [optim_t 0.145] [lr 0.000198] [CE 3.747 (3.905)] [KD 2.769 (2.794)] 2024-10-15 08:23:25,482 - Train: 84.70% [1059650/1251000] [847.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000198] [CE 4.738 (4.199)] [KD 3.116 (2.977)] 2024-10-15 08:23:33,104 - Train: 84.71% [1059700/1251000] [847.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000198] [CE 4.238 (4.162)] [KD 2.944 (2.930)] 2024-10-15 08:23:40,927 - Train: 84.71% [1059750/1251000] [847.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000198] [CE 4.410 (4.113)] [KD 3.108 (2.924)] 2024-10-15 08:23:49,070 - Train: 84.72% [1059800/1251000] [847.2/1000.0] [batch_t 0.150 (0.163)] [data_t 0.005] [optim_t 0.145] [lr 0.000198] [CE 4.358 (4.107)] [KD 3.110 (2.912)] 2024-10-15 08:23:56,639 - Train: 84.72% [1059850/1251000] [847.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000198] [CE 4.406 (4.185)] [KD 3.071 (2.960)] 2024-10-15 08:24:04,289 - Train: 84.72% [1059900/1251000] [847.2/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000198] [CE 4.308 (4.169)] [KD 3.167 (2.962)] 2024-10-15 08:24:12,279 - Train: 84.73% [1059950/1251000] [847.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000198] [CE 4.480 (4.217)] [KD 3.144 (3.007)] 2024-10-15 08:24:19,921 - Train: 84.73% [1060000/1251000] [847.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000198] [CE 4.382 (4.137)] [KD 2.938 (2.950)] 2024-10-15 08:24:27,709 - Train: 84.74% [1060050/1251000] [847.4/1000.0] [batch_t 0.246 (0.156)] [data_t 0.004] [optim_t 0.242] [lr 0.000197] [CE 4.673 (4.228)] [KD 3.133 (2.991)] 2024-10-15 08:24:35,359 - Train: 84.74% [1060100/1251000] [847.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000197] [CE 4.247 (4.197)] [KD 2.999 (2.975)] 2024-10-15 08:24:43,000 - Train: 84.74% [1060150/1251000] [847.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000197] [CE 4.702 (4.210)] [KD 3.244 (2.984)] 2024-10-15 08:24:50,781 - Train: 84.75% [1060200/1251000] [847.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000197] [CE 4.192 (4.186)] [KD 2.905 (2.977)] 2024-10-15 08:24:58,453 - Train: 84.75% [1060250/1251000] [847.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000197] [CE 4.446 (4.199)] [KD 3.410 (3.013)] 2024-10-15 08:25:06,082 - Train: 84.76% [1060300/1251000] [847.6/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000197] [CE 4.136 (4.119)] [KD 2.984 (2.931)] 2024-10-15 08:25:13,860 - Train: 84.76% [1060350/1251000] [847.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000197] [CE 4.344 (4.153)] [KD 3.308 (2.938)] 2024-10-15 08:25:21,711 - Train: 84.76% [1060400/1251000] [847.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000197] [CE 3.929 (4.115)] [KD 2.893 (2.948)] 2024-10-15 08:25:29,269 - Train: 84.77% [1060450/1251000] [847.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000197] [CE 4.555 (4.117)] [KD 3.142 (2.921)] 2024-10-15 08:25:36,828 - Train: 84.77% [1060500/1251000] [847.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000197] [CE 3.915 (4.203)] [KD 2.804 (2.957)] 2024-10-15 08:25:44,574 - Train: 84.78% [1060550/1251000] [847.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000197] [CE 4.278 (4.145)] [KD 2.980 (2.949)] 2024-10-15 08:25:52,299 - Train: 84.78% [1060600/1251000] [847.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000197] [CE 4.251 (4.187)] [KD 3.182 (2.988)] 2024-10-15 08:26:00,458 - Train: 84.78% [1060650/1251000] [847.8/1000.0] [batch_t 0.269 (0.163)] [data_t 0.003] [optim_t 0.266] [lr 0.000196] [CE 4.017 (4.199)] [KD 2.865 (2.983)] 2024-10-15 08:26:08,042 - Train: 84.79% [1060700/1251000] [847.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000196] [CE 4.008 (4.133)] [KD 2.833 (2.945)] 2024-10-15 08:26:15,635 - Train: 84.79% [1060750/1251000] [847.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000196] [CE 4.022 (4.181)] [KD 3.184 (2.973)] 2024-10-15 08:26:23,475 - Train: 84.80% [1060800/1251000] [848.0/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000196] [CE 4.186 (4.154)] [KD 3.110 (2.960)] 2024-10-15 08:26:36,362 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38173] [top5_cnt 46490] [top_all 50000] 2024-10-15 08:26:36,362 - net: 76.346 (92.980) 2024-10-15 08:26:42,181 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38863] [top5_cnt 46762] [top_all 50000] 2024-10-15 08:26:42,181 - net_E: 77.726 (93.524) 2024-10-15 08:26:42,359 - Max [top1: 76.346 (epoch: 848)] [top1-ema: 77.786 (epoch: 847)] 2024-10-15 08:26:42,359 - ==> Total time: 1 day, 18:24:25 Eta: 7:36:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:26:48,947 - Train: 84.80% [1060850/1251000] [848.0/1000.0] [batch_t 0.149 (0.351)] [data_t 0.005] [optim_t 0.143] [lr 0.000196] [CE 4.121 (4.022)] [KD 3.019 (2.883)] 2024-10-15 08:26:56,892 - Train: 84.80% [1060900/1251000] [848.0/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000196] [CE 4.603 (4.178)] [KD 3.117 (2.939)] 2024-10-15 08:27:04,559 - Train: 84.81% [1060950/1251000] [848.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000196] [CE 4.392 (4.212)] [KD 2.942 (2.968)] 2024-10-15 08:27:12,611 - Train: 84.81% [1061000/1251000] [848.1/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.147] [lr 0.000196] [CE 3.738 (4.243)] [KD 2.754 (2.984)] 2024-10-15 08:27:20,349 - Train: 84.82% [1061050/1251000] [848.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000196] [CE 4.124 (4.175)] [KD 3.102 (2.948)] 2024-10-15 08:27:27,941 - Train: 84.82% [1061100/1251000] [848.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000196] [CE 4.553 (4.231)] [KD 3.084 (2.960)] 2024-10-15 08:27:35,523 - Train: 84.82% [1061150/1251000] [848.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000196] [CE 4.356 (4.185)] [KD 3.096 (2.955)] 2024-10-15 08:27:43,259 - Train: 84.83% [1061200/1251000] [848.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000196] [CE 4.425 (4.154)] [KD 3.041 (2.935)] 2024-10-15 08:27:51,028 - Train: 84.83% [1061250/1251000] [848.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000195] [CE 4.393 (4.180)] [KD 2.982 (2.965)] 2024-10-15 08:27:58,866 - Train: 84.84% [1061300/1251000] [848.4/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000195] [CE 4.122 (4.191)] [KD 2.844 (2.964)] 2024-10-15 08:28:06,812 - Train: 84.84% [1061350/1251000] [848.4/1000.0] [batch_t 0.157 (0.159)] [data_t 0.004] [optim_t 0.153] [lr 0.000195] [CE 4.403 (4.150)] [KD 3.125 (2.941)] 2024-10-15 08:28:14,582 - Train: 84.84% [1061400/1251000] [848.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000195] [CE 4.013 (4.202)] [KD 2.939 (3.007)] 2024-10-15 08:28:22,275 - Train: 84.85% [1061450/1251000] [848.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000195] [CE 3.483 (4.051)] [KD 2.490 (2.882)] 2024-10-15 08:28:29,818 - Train: 84.85% [1061500/1251000] [848.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000195] [CE 4.304 (4.160)] [KD 3.058 (2.967)] 2024-10-15 08:28:37,522 - Train: 84.86% [1061550/1251000] [848.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000195] [CE 4.452 (4.170)] [KD 3.000 (2.962)] 2024-10-15 08:28:45,329 - Train: 84.86% [1061600/1251000] [848.6/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000195] [CE 3.611 (4.240)] [KD 2.590 (2.971)] 2024-10-15 08:28:53,081 - Train: 84.86% [1061650/1251000] [848.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000195] [CE 4.191 (4.158)] [KD 2.903 (2.943)] 2024-10-15 08:29:00,766 - Train: 84.87% [1061700/1251000] [848.7/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000195] [CE 3.831 (4.239)] [KD 2.803 (2.990)] 2024-10-15 08:29:08,659 - Train: 84.87% [1061750/1251000] [848.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000195] [CE 3.989 (4.208)] [KD 3.003 (2.936)] 2024-10-15 08:29:16,249 - Train: 84.88% [1061800/1251000] [848.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000194] [CE 4.275 (4.181)] [KD 2.984 (2.959)] 2024-10-15 08:29:24,061 - Train: 84.88% [1061850/1251000] [848.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000194] [CE 4.277 (4.177)] [KD 3.094 (2.974)] 2024-10-15 08:29:31,886 - Train: 84.88% [1061900/1251000] [848.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000194] [CE 4.055 (4.149)] [KD 2.909 (2.942)] 2024-10-15 08:29:39,445 - Train: 84.89% [1061950/1251000] [848.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000194] [CE 4.155 (4.169)] [KD 2.886 (2.958)] 2024-10-15 08:29:47,020 - Train: 84.89% [1062000/1251000] [848.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000194] [CE 3.490 (4.135)] [KD 2.601 (2.937)] 2024-10-15 08:29:54,840 - Train: 84.90% [1062050/1251000] [849.0/1000.0] [batch_t 0.160 (0.156)] [data_t 0.005] [optim_t 0.155] [lr 0.000194] [CE 4.267 (4.222)] [KD 2.733 (2.956)] 2024-10-15 08:30:08,308 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38100] [top5_cnt 46402] [top_all 50000] 2024-10-15 08:30:08,309 - net: 76.200 (92.804) 2024-10-15 08:30:14,190 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38888] [top5_cnt 46775] [top_all 50000] 2024-10-15 08:30:14,190 - net_E: 77.776 (93.550) 2024-10-15 08:30:14,377 - Max [top1: 76.346 (epoch: 848)] [top1-ema: 77.786 (epoch: 847)] 2024-10-15 08:30:14,378 - ==> Total time: 1 day, 18:27:57 Eta: 7:33:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:30:17,064 - Train: 84.90% [1062100/1251000] [849.0/1000.0] [batch_t 0.579 (0.579)] [data_t 0.406] [optim_t 0.173] [lr 0.000194] [CE 4.340 (4.340)] [KD 2.957 (2.957)] 2024-10-15 08:30:25,133 - Train: 84.90% [1062150/1251000] [849.0/1000.0] [batch_t 0.161 (0.161)] [data_t 0.005] [optim_t 0.156] [lr 0.000194] [CE 3.920 (4.215)] [KD 2.724 (2.966)] 2024-10-15 08:30:32,813 - Train: 84.91% [1062200/1251000] [849.1/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.153] [lr 0.000194] [CE 4.328 (4.182)] [KD 2.824 (2.949)] 2024-10-15 08:30:40,624 - Train: 84.91% [1062250/1251000] [849.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000194] [CE 4.309 (4.124)] [KD 3.094 (2.947)] 2024-10-15 08:30:48,467 - Train: 84.92% [1062300/1251000] [849.2/1000.0] [batch_t 0.161 (0.157)] [data_t 0.004] [optim_t 0.157] [lr 0.000194] [CE 3.828 (4.148)] [KD 2.587 (2.930)] 2024-10-15 08:30:56,272 - Train: 84.92% [1062350/1251000] [849.2/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000194] [CE 4.661 (4.170)] [KD 3.117 (2.926)] 2024-10-15 08:31:03,969 - Train: 84.92% [1062400/1251000] [849.2/1000.0] [batch_t 0.166 (0.154)] [data_t 0.005] [optim_t 0.161] [lr 0.000193] [CE 4.408 (4.150)] [KD 3.070 (2.910)] 2024-10-15 08:31:11,735 - Train: 84.93% [1062450/1251000] [849.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000193] [CE 4.512 (4.159)] [KD 3.154 (2.928)] 2024-10-15 08:31:19,634 - Train: 84.93% [1062500/1251000] [849.3/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000193] [CE 4.110 (4.229)] [KD 2.914 (2.982)] 2024-10-15 08:31:27,256 - Train: 84.94% [1062550/1251000] [849.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.006] [optim_t 0.148] [lr 0.000193] [CE 3.820 (4.215)] [KD 2.642 (2.956)] 2024-10-15 08:31:35,163 - Train: 84.94% [1062600/1251000] [849.4/1000.0] [batch_t 0.160 (0.158)] [data_t 0.003] [optim_t 0.157] [lr 0.000193] [CE 3.814 (4.196)] [KD 2.824 (2.948)] 2024-10-15 08:31:42,926 - Train: 84.94% [1062650/1251000] [849.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000193] [CE 4.026 (4.143)] [KD 2.793 (2.938)] 2024-10-15 08:31:50,646 - Train: 84.95% [1062700/1251000] [849.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000193] [CE 4.453 (4.211)] [KD 3.110 (2.974)] 2024-10-15 08:31:58,509 - Train: 84.95% [1062750/1251000] [849.5/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000193] [CE 4.168 (4.181)] [KD 2.958 (2.968)] 2024-10-15 08:32:06,147 - Train: 84.96% [1062800/1251000] [849.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000193] [CE 4.537 (4.113)] [KD 3.297 (2.942)] 2024-10-15 08:32:13,847 - Train: 84.96% [1062850/1251000] [849.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000193] [CE 4.433 (4.216)] [KD 3.105 (2.991)] 2024-10-15 08:32:21,697 - Train: 84.96% [1062900/1251000] [849.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000193] [CE 4.341 (4.219)] [KD 3.026 (2.971)] 2024-10-15 08:32:29,299 - Train: 84.97% [1062950/1251000] [849.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000193] [CE 4.327 (4.225)] [KD 2.828 (2.946)] 2024-10-15 08:32:37,192 - Train: 84.97% [1063000/1251000] [849.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000192] [CE 4.106 (4.235)] [KD 2.855 (2.966)] 2024-10-15 08:32:45,104 - Train: 84.98% [1063050/1251000] [849.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000192] [CE 4.278 (4.160)] [KD 2.962 (2.945)] 2024-10-15 08:32:52,841 - Train: 84.98% [1063100/1251000] [849.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000192] [CE 4.160 (4.224)] [KD 2.990 (2.995)] 2024-10-15 08:33:00,614 - Train: 84.98% [1063150/1251000] [849.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000192] [CE 3.858 (4.145)] [KD 2.977 (2.926)] 2024-10-15 08:33:08,312 - Train: 84.99% [1063200/1251000] [849.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000192] [CE 4.275 (4.157)] [KD 3.145 (2.947)] 2024-10-15 08:33:16,004 - Train: 84.99% [1063250/1251000] [849.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000192] [CE 4.299 (4.202)] [KD 2.980 (2.954)] 2024-10-15 08:33:23,946 - Train: 85.00% [1063300/1251000] [850.0/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000192] [CE 4.097 (4.198)] [KD 2.978 (2.953)] 2024-10-15 08:33:31,799 - Train: 85.00% [1063350/1251000] [850.0/1000.0] [batch_t 0.144 (0.157)] [data_t 0.005] [optim_t 0.138] [lr 0.000192] [CE 3.574 (4.176)] [KD 2.696 (2.953)] 2024-10-15 08:33:37,502 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38148] [top5_cnt 46440] [top_all 50000] 2024-10-15 08:33:37,502 - net: 76.296 (92.880) 2024-10-15 08:33:43,366 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38907] [top5_cnt 46799] [top_all 50000] 2024-10-15 08:33:43,366 - net_E: 77.814 (93.598) 2024-10-15 08:33:43,548 - Max [top1: 76.346 (epoch: 848)] [top1-ema: 77.814 (epoch: 850)] 2024-10-15 08:33:43,548 - ==> Total time: 1 day, 18:31:26 Eta: 7:30:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:33:57,074 - Train: 85.00% [1063400/1251000] [850.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.005] [optim_t 0.146] [lr 0.000192] [CE 3.784 (4.224)] [KD 2.741 (2.963)] 2024-10-15 08:34:04,701 - Train: 85.01% [1063450/1251000] [850.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000192] [CE 4.043 (4.236)] [KD 2.740 (2.986)] 2024-10-15 08:34:12,705 - Train: 85.01% [1063500/1251000] [850.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000192] [CE 4.220 (4.272)] [KD 2.930 (3.018)] 2024-10-15 08:34:20,276 - Train: 85.02% [1063550/1251000] [850.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000192] [CE 4.044 (4.163)] [KD 2.995 (2.933)] 2024-10-15 08:34:27,882 - Train: 85.02% [1063600/1251000] [850.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000191] [CE 4.312 (4.204)] [KD 3.143 (2.968)] 2024-10-15 08:34:35,584 - Train: 85.02% [1063650/1251000] [850.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000191] [CE 3.501 (4.169)] [KD 2.614 (2.931)] 2024-10-15 08:34:43,522 - Train: 85.03% [1063700/1251000] [850.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000191] [CE 3.924 (4.156)] [KD 2.880 (2.944)] 2024-10-15 08:34:51,374 - Train: 85.03% [1063750/1251000] [850.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000191] [CE 4.445 (4.204)] [KD 3.134 (2.969)] 2024-10-15 08:34:59,103 - Train: 85.04% [1063800/1251000] [850.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000191] [CE 4.569 (4.127)] [KD 3.120 (2.909)] 2024-10-15 08:35:06,766 - Train: 85.04% [1063850/1251000] [850.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000191] [CE 4.368 (4.093)] [KD 3.079 (2.902)] 2024-10-15 08:35:14,477 - Train: 85.04% [1063900/1251000] [850.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000191] [CE 4.461 (4.238)] [KD 3.226 (2.974)] 2024-10-15 08:35:22,259 - Train: 85.05% [1063950/1251000] [850.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000191] [CE 4.513 (4.146)] [KD 2.955 (2.926)] 2024-10-15 08:35:29,913 - Train: 85.05% [1064000/1251000] [850.5/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000191] [CE 4.193 (4.191)] [KD 2.910 (2.953)] 2024-10-15 08:35:37,444 - Train: 85.06% [1064050/1251000] [850.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000191] [CE 4.669 (4.207)] [KD 3.011 (2.951)] 2024-10-15 08:35:45,457 - Train: 85.06% [1064100/1251000] [850.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000191] [CE 4.369 (4.187)] [KD 2.890 (2.925)] 2024-10-15 08:35:53,161 - Train: 85.06% [1064150/1251000] [850.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000191] [CE 4.305 (4.150)] [KD 3.049 (2.935)] 2024-10-15 08:36:00,739 - Train: 85.07% [1064200/1251000] [850.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000190] [CE 4.416 (4.226)] [KD 3.036 (3.000)] 2024-10-15 08:36:08,584 - Train: 85.07% [1064250/1251000] [850.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000190] [CE 4.194 (4.181)] [KD 3.050 (2.981)] 2024-10-15 08:36:16,189 - Train: 85.08% [1064300/1251000] [850.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000190] [CE 3.939 (4.243)] [KD 2.789 (2.984)] 2024-10-15 08:36:24,101 - Train: 85.08% [1064350/1251000] [850.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.006] [optim_t 0.146] [lr 0.000190] [CE 4.080 (4.128)] [KD 2.815 (2.922)] 2024-10-15 08:36:31,829 - Train: 85.08% [1064400/1251000] [850.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000190] [CE 4.279 (4.167)] [KD 2.865 (2.934)] 2024-10-15 08:36:39,438 - Train: 85.09% [1064450/1251000] [850.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000190] [CE 4.008 (4.176)] [KD 2.661 (2.978)] 2024-10-15 08:36:47,198 - Train: 85.09% [1064500/1251000] [850.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000190] [CE 4.045 (4.181)] [KD 2.982 (2.958)] 2024-10-15 08:36:55,109 - Train: 85.10% [1064550/1251000] [851.0/1000.0] [batch_t 0.146 (0.158)] [data_t 0.004] [optim_t 0.143] [lr 0.000190] [CE 4.112 (4.206)] [KD 2.626 (2.979)] 2024-10-15 08:37:02,602 - Train: 85.10% [1064600/1251000] [851.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000190] [CE 3.916 (4.156)] [KD 2.716 (2.959)] 2024-10-15 08:37:08,512 - Test (net): 100.00% [50/50] [batch_t 0.028 (0.106)] [top1_cnt 37738] [top5_cnt 46185] [top_all 50000] 2024-10-15 08:37:08,512 - net: 75.476 (92.370) 2024-10-15 08:37:14,497 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 38927] [top5_cnt 46806] [top_all 50000] 2024-10-15 08:37:14,498 - net_E: 77.854 (93.612) 2024-10-15 08:37:14,691 - Max [top1: 76.346 (epoch: 848)] [top1-ema: 77.854 (epoch: 851)] 2024-10-15 08:37:14,691 - ==> Total time: 1 day, 18:34:57 Eta: 7:27:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:37:28,241 - Train: 85.10% [1064650/1251000] [851.0/1000.0] [batch_t 0.152 (0.165)] [data_t 0.003] [optim_t 0.150] [lr 0.000190] [CE 3.719 (4.205)] [KD 2.582 (2.927)] 2024-10-15 08:37:36,104 - Train: 85.11% [1064700/1251000] [851.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000190] [CE 4.064 (4.125)] [KD 2.862 (2.906)] 2024-10-15 08:37:43,713 - Train: 85.11% [1064750/1251000] [851.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000189] [CE 4.115 (4.133)] [KD 3.009 (2.868)] 2024-10-15 08:37:51,526 - Train: 85.12% [1064800/1251000] [851.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000189] [CE 3.930 (4.186)] [KD 2.857 (2.944)] 2024-10-15 08:37:59,077 - Train: 85.12% [1064850/1251000] [851.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000189] [CE 4.072 (4.135)] [KD 3.024 (2.940)] 2024-10-15 08:38:06,955 - Train: 85.12% [1064900/1251000] [851.2/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.142] [lr 0.000189] [CE 4.122 (4.148)] [KD 2.820 (2.920)] 2024-10-15 08:38:14,729 - Train: 85.13% [1064950/1251000] [851.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000189] [CE 3.867 (4.222)] [KD 2.873 (2.959)] 2024-10-15 08:38:22,420 - Train: 85.13% [1065000/1251000] [851.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000189] [CE 4.360 (4.100)] [KD 2.802 (2.903)] 2024-10-15 08:38:30,039 - Train: 85.14% [1065050/1251000] [851.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000189] [CE 3.596 (4.175)] [KD 2.699 (2.942)] 2024-10-15 08:38:37,961 - Train: 85.14% [1065100/1251000] [851.4/1000.0] [batch_t 0.159 (0.158)] [data_t 0.004] [optim_t 0.155] [lr 0.000189] [CE 3.736 (4.263)] [KD 2.708 (3.000)] 2024-10-15 08:38:45,682 - Train: 85.14% [1065150/1251000] [851.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000189] [CE 3.877 (4.216)] [KD 2.907 (2.968)] 2024-10-15 08:38:53,371 - Train: 85.15% [1065200/1251000] [851.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000189] [CE 4.466 (4.193)] [KD 3.052 (2.962)] 2024-10-15 08:39:01,102 - Train: 85.15% [1065250/1251000] [851.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000189] [CE 4.522 (4.225)] [KD 3.040 (2.960)] 2024-10-15 08:39:08,841 - Train: 85.16% [1065300/1251000] [851.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000189] [CE 4.620 (4.178)] [KD 2.958 (2.896)] 2024-10-15 08:39:16,655 - Train: 85.16% [1065350/1251000] [851.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000188] [CE 4.407 (4.200)] [KD 3.013 (2.927)] 2024-10-15 08:39:24,334 - Train: 85.16% [1065400/1251000] [851.6/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000188] [CE 4.128 (4.163)] [KD 2.930 (2.947)] 2024-10-15 08:39:31,930 - Train: 85.17% [1065450/1251000] [851.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000188] [CE 4.058 (4.145)] [KD 2.974 (2.927)] 2024-10-15 08:39:39,745 - Train: 85.17% [1065500/1251000] [851.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000188] [CE 3.969 (4.165)] [KD 2.808 (2.943)] 2024-10-15 08:39:47,432 - Train: 85.18% [1065550/1251000] [851.8/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000188] [CE 4.482 (4.074)] [KD 3.237 (2.880)] 2024-10-15 08:39:55,152 - Train: 85.18% [1065600/1251000] [851.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000188] [CE 4.526 (4.223)] [KD 3.070 (2.954)] 2024-10-15 08:40:02,976 - Train: 85.18% [1065650/1251000] [851.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000188] [CE 3.742 (4.235)] [KD 2.851 (2.976)] 2024-10-15 08:40:10,707 - Train: 85.19% [1065700/1251000] [851.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000188] [CE 4.639 (4.215)] [KD 3.161 (2.956)] 2024-10-15 08:40:18,392 - Train: 85.19% [1065750/1251000] [851.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000188] [CE 4.671 (4.191)] [KD 3.070 (2.955)] 2024-10-15 08:40:26,107 - Train: 85.20% [1065800/1251000] [852.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000188] [CE 3.974 (4.126)] [KD 2.895 (2.918)] 2024-10-15 08:40:33,567 - Train: 85.20% [1065850/1251000] [852.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.004] [optim_t 0.139] [lr 0.000188] [CE 3.599 (4.147)] [KD 2.651 (2.920)] 2024-10-15 08:40:39,647 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 37996] [top5_cnt 46313] [top_all 50000] 2024-10-15 08:40:39,648 - net: 75.992 (92.626) 2024-10-15 08:40:45,403 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38945] [top5_cnt 46802] [top_all 50000] 2024-10-15 08:40:45,404 - net_E: 77.890 (93.604) 2024-10-15 08:40:45,550 - Max [top1: 76.346 (epoch: 848)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 08:40:45,551 - ==> Total time: 1 day, 18:38:28 Eta: 7:24:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:40:59,018 - Train: 85.20% [1065900/1251000] [852.0/1000.0] [batch_t 0.153 (0.162)] [data_t 0.004] [optim_t 0.149] [lr 0.000188] [CE 4.151 (4.243)] [KD 3.208 (2.983)] 2024-10-15 08:41:07,145 - Train: 85.21% [1065950/1251000] [852.1/1000.0] [batch_t 0.155 (0.162)] [data_t 0.004] [optim_t 0.150] [lr 0.000187] [CE 3.987 (4.148)] [KD 2.825 (2.920)] 2024-10-15 08:41:14,856 - Train: 85.21% [1066000/1251000] [852.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000187] [CE 4.067 (4.172)] [KD 2.823 (2.908)] 2024-10-15 08:41:22,621 - Train: 85.22% [1066050/1251000] [852.2/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000187] [CE 4.174 (4.255)] [KD 3.068 (2.979)] 2024-10-15 08:41:30,215 - Train: 85.22% [1066100/1251000] [852.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000187] [CE 4.026 (4.155)] [KD 3.058 (2.922)] 2024-10-15 08:41:37,819 - Train: 85.22% [1066150/1251000] [852.2/1000.0] [batch_t 0.160 (0.152)] [data_t 0.006] [optim_t 0.154] [lr 0.000187] [CE 4.406 (4.207)] [KD 3.074 (2.973)] 2024-10-15 08:41:45,670 - Train: 85.23% [1066200/1251000] [852.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000187] [CE 4.172 (4.129)] [KD 2.956 (2.940)] 2024-10-15 08:41:53,459 - Train: 85.23% [1066250/1251000] [852.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000187] [CE 3.961 (4.070)] [KD 2.722 (2.886)] 2024-10-15 08:42:01,125 - Train: 85.24% [1066300/1251000] [852.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000187] [CE 4.291 (4.128)] [KD 2.985 (2.917)] 2024-10-15 08:42:08,748 - Train: 85.24% [1066350/1251000] [852.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000187] [CE 4.275 (4.159)] [KD 3.098 (2.927)] 2024-10-15 08:42:16,670 - Train: 85.24% [1066400/1251000] [852.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000187] [CE 3.978 (4.200)] [KD 2.762 (2.955)] 2024-10-15 08:42:24,219 - Train: 85.25% [1066450/1251000] [852.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000187] [CE 4.259 (4.137)] [KD 2.908 (2.915)] 2024-10-15 08:42:31,956 - Train: 85.25% [1066500/1251000] [852.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000187] [CE 4.692 (4.192)] [KD 3.233 (2.960)] 2024-10-15 08:42:39,773 - Train: 85.26% [1066550/1251000] [852.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000186] [CE 3.574 (4.203)] [KD 2.718 (2.965)] 2024-10-15 08:42:47,521 - Train: 85.26% [1066600/1251000] [852.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000186] [CE 4.036 (4.145)] [KD 2.787 (2.910)] 2024-10-15 08:42:55,202 - Train: 85.26% [1066650/1251000] [852.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000186] [CE 4.056 (4.116)] [KD 2.865 (2.911)] 2024-10-15 08:43:02,828 - Train: 85.27% [1066700/1251000] [852.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000186] [CE 4.561 (4.146)] [KD 3.154 (2.882)] 2024-10-15 08:43:10,528 - Train: 85.27% [1066750/1251000] [852.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000186] [CE 4.410 (4.158)] [KD 3.112 (2.910)] 2024-10-15 08:43:18,404 - Train: 85.28% [1066800/1251000] [852.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000186] [CE 4.313 (4.197)] [KD 3.061 (2.910)] 2024-10-15 08:43:26,091 - Train: 85.28% [1066850/1251000] [852.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000186] [CE 3.978 (4.085)] [KD 2.874 (2.881)] 2024-10-15 08:43:33,647 - Train: 85.28% [1066900/1251000] [852.8/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.149] [lr 0.000186] [CE 3.693 (4.199)] [KD 2.714 (2.925)] 2024-10-15 08:43:41,363 - Train: 85.29% [1066950/1251000] [852.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000186] [CE 4.109 (4.201)] [KD 2.945 (2.973)] 2024-10-15 08:43:48,954 - Train: 85.29% [1067000/1251000] [852.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000186] [CE 4.540 (4.211)] [KD 3.120 (2.945)] 2024-10-15 08:43:56,861 - Train: 85.30% [1067050/1251000] [853.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000186] [CE 3.824 (4.218)] [KD 2.684 (2.948)] 2024-10-15 08:44:04,362 - Train: 85.30% [1067100/1251000] [853.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.002] [optim_t 0.141] [lr 0.000186] [CE 3.965 (4.260)] [KD 2.900 (2.986)] 2024-10-15 08:44:10,528 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38160] [top5_cnt 46428] [top_all 50000] 2024-10-15 08:44:10,528 - net: 76.320 (92.856) 2024-10-15 08:44:16,373 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38925] [top5_cnt 46801] [top_all 50000] 2024-10-15 08:44:16,374 - net_E: 77.850 (93.602) 2024-10-15 08:44:16,557 - Max [top1: 76.346 (epoch: 848)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 08:44:16,557 - ==> Total time: 1 day, 18:41:59 Eta: 7:21:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:44:26,091 - Train: 85.30% [1067150/1251000] [853.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.003] [optim_t 0.148] [lr 0.000185] [CE 4.531 (4.109)] [KD 2.955 (2.875)] 2024-10-15 08:44:33,956 - Train: 85.31% [1067200/1251000] [853.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000185] [CE 4.414 (4.182)] [KD 3.164 (2.935)] 2024-10-15 08:44:41,698 - Train: 85.31% [1067250/1251000] [853.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000185] [CE 3.933 (4.069)] [KD 2.641 (2.867)] 2024-10-15 08:44:49,281 - Train: 85.32% [1067300/1251000] [853.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000185] [CE 4.303 (4.104)] [KD 3.016 (2.913)] 2024-10-15 08:44:56,832 - Train: 85.32% [1067350/1251000] [853.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000185] [CE 3.877 (4.181)] [KD 2.859 (2.923)] 2024-10-15 08:45:04,551 - Train: 85.32% [1067400/1251000] [853.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000185] [CE 4.356 (4.183)] [KD 2.932 (2.942)] 2024-10-15 08:45:12,730 - Train: 85.33% [1067450/1251000] [853.3/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.000185] [CE 4.267 (4.179)] [KD 3.062 (2.948)] 2024-10-15 08:45:20,435 - Train: 85.33% [1067500/1251000] [853.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000185] [CE 4.441 (4.139)] [KD 3.186 (2.916)] 2024-10-15 08:45:28,018 - Train: 85.34% [1067550/1251000] [853.4/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000185] [CE 4.396 (4.184)] [KD 2.957 (2.920)] 2024-10-15 08:45:35,584 - Train: 85.34% [1067600/1251000] [853.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000185] [CE 4.220 (4.114)] [KD 2.907 (2.902)] 2024-10-15 08:45:43,389 - Train: 85.34% [1067650/1251000] [853.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000185] [CE 3.852 (4.180)] [KD 2.799 (2.882)] 2024-10-15 08:45:50,993 - Train: 85.35% [1067700/1251000] [853.5/1000.0] [batch_t 0.160 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000185] [CE 3.541 (4.168)] [KD 2.530 (2.916)] 2024-10-15 08:45:58,648 - Train: 85.35% [1067750/1251000] [853.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000184] [CE 3.873 (4.152)] [KD 2.882 (2.895)] 2024-10-15 08:46:06,746 - Train: 85.36% [1067800/1251000] [853.6/1000.0] [batch_t 0.149 (0.162)] [data_t 0.005] [optim_t 0.144] [lr 0.000184] [CE 3.751 (4.212)] [KD 2.529 (2.955)] 2024-10-15 08:46:14,427 - Train: 85.36% [1067850/1251000] [853.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000184] [CE 3.742 (4.150)] [KD 2.664 (2.926)] 2024-10-15 08:46:21,989 - Train: 85.36% [1067900/1251000] [853.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000184] [CE 4.064 (4.203)] [KD 2.868 (2.934)] 2024-10-15 08:46:29,574 - Train: 85.37% [1067950/1251000] [853.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.006] [optim_t 0.144] [lr 0.000184] [CE 4.365 (4.149)] [KD 3.076 (2.927)] 2024-10-15 08:46:37,178 - Train: 85.37% [1068000/1251000] [853.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000184] [CE 3.828 (4.153)] [KD 2.727 (2.901)] 2024-10-15 08:46:45,222 - Train: 85.38% [1068050/1251000] [853.8/1000.0] [batch_t 0.151 (0.161)] [data_t 0.004] [optim_t 0.147] [lr 0.000184] [CE 4.005 (4.156)] [KD 2.743 (2.905)] 2024-10-15 08:46:53,020 - Train: 85.38% [1068100/1251000] [853.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000184] [CE 3.759 (4.012)] [KD 2.782 (2.854)] 2024-10-15 08:47:00,677 - Train: 85.38% [1068150/1251000] [853.8/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.154] [lr 0.000184] [CE 3.757 (4.125)] [KD 2.609 (2.892)] 2024-10-15 08:47:08,361 - Train: 85.39% [1068200/1251000] [853.9/1000.0] [batch_t 0.161 (0.154)] [data_t 0.004] [optim_t 0.157] [lr 0.000184] [CE 3.753 (4.099)] [KD 2.744 (2.909)] 2024-10-15 08:47:16,114 - Train: 85.39% [1068250/1251000] [853.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000184] [CE 3.839 (4.153)] [KD 2.907 (2.907)] 2024-10-15 08:47:23,929 - Train: 85.40% [1068300/1251000] [854.0/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000184] [CE 4.471 (4.113)] [KD 3.070 (2.886)] 2024-10-15 08:47:31,751 - Train: 85.40% [1068350/1251000] [854.0/1000.0] [batch_t 0.144 (0.156)] [data_t 0.006] [optim_t 0.139] [lr 0.000183] [CE 4.126 (4.118)] [KD 3.118 (2.909)] 2024-10-15 08:47:38,139 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38237] [top5_cnt 46513] [top_all 50000] 2024-10-15 08:47:38,140 - net: 76.474 (93.026) 2024-10-15 08:47:43,934 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38922] [top5_cnt 46782] [top_all 50000] 2024-10-15 08:47:43,934 - net_E: 77.844 (93.564) 2024-10-15 08:47:44,102 - Max [top1: 76.474 (epoch: 854)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 08:47:44,103 - ==> Total time: 1 day, 18:45:27 Eta: 7:18:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:47:57,248 - Train: 85.40% [1068400/1251000] [854.0/1000.0] [batch_t 0.157 (0.163)] [data_t 0.005] [optim_t 0.152] [lr 0.000183] [CE 4.424 (4.250)] [KD 3.074 (2.955)] 2024-10-15 08:48:04,935 - Train: 85.41% [1068450/1251000] [854.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000183] [CE 4.576 (4.219)] [KD 3.335 (2.948)] 2024-10-15 08:48:12,560 - Train: 85.41% [1068500/1251000] [854.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000183] [CE 3.515 (4.167)] [KD 2.522 (2.916)] 2024-10-15 08:48:20,227 - Train: 85.42% [1068550/1251000] [854.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000183] [CE 4.200 (4.273)] [KD 2.737 (2.991)] 2024-10-15 08:48:28,065 - Train: 85.42% [1068600/1251000] [854.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000183] [CE 3.748 (4.154)] [KD 2.721 (2.920)] 2024-10-15 08:48:36,053 - Train: 85.42% [1068650/1251000] [854.2/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000183] [CE 3.675 (4.092)] [KD 2.673 (2.878)] 2024-10-15 08:48:43,817 - Train: 85.43% [1068700/1251000] [854.3/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000183] [CE 4.632 (4.185)] [KD 3.136 (2.905)] 2024-10-15 08:48:51,956 - Train: 85.43% [1068750/1251000] [854.3/1000.0] [batch_t 0.152 (0.163)] [data_t 0.004] [optim_t 0.148] [lr 0.000183] [CE 4.507 (4.157)] [KD 3.211 (2.887)] 2024-10-15 08:48:59,607 - Train: 85.44% [1068800/1251000] [854.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000183] [CE 4.507 (4.165)] [KD 3.119 (2.909)] 2024-10-15 08:49:07,211 - Train: 85.44% [1068850/1251000] [854.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000183] [CE 4.225 (4.218)] [KD 2.947 (2.947)] 2024-10-15 08:49:14,922 - Train: 85.44% [1068900/1251000] [854.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000183] [CE 4.190 (4.085)] [KD 2.780 (2.879)] 2024-10-15 08:49:22,456 - Train: 85.45% [1068950/1251000] [854.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000183] [CE 4.071 (4.138)] [KD 2.749 (2.894)] 2024-10-15 08:49:30,168 - Train: 85.45% [1069000/1251000] [854.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000182] [CE 4.159 (4.172)] [KD 2.889 (2.916)] 2024-10-15 08:49:37,841 - Train: 85.46% [1069050/1251000] [854.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000182] [CE 3.873 (4.174)] [KD 2.877 (2.948)] 2024-10-15 08:49:45,795 - Train: 85.46% [1069100/1251000] [854.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000182] [CE 4.516 (4.229)] [KD 3.209 (2.948)] 2024-10-15 08:49:53,394 - Train: 85.46% [1069150/1251000] [854.6/1000.0] [batch_t 0.164 (0.152)] [data_t 0.004] [optim_t 0.160] [lr 0.000182] [CE 4.062 (4.171)] [KD 2.952 (2.920)] 2024-10-15 08:50:01,239 - Train: 85.47% [1069200/1251000] [854.7/1000.0] [batch_t 0.158 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000182] [CE 4.154 (4.162)] [KD 2.966 (2.921)] 2024-10-15 08:50:09,116 - Train: 85.47% [1069250/1251000] [854.7/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000182] [CE 4.547 (4.115)] [KD 2.991 (2.907)] 2024-10-15 08:50:16,753 - Train: 85.48% [1069300/1251000] [854.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000182] [CE 4.011 (4.225)] [KD 2.865 (2.977)] 2024-10-15 08:50:24,494 - Train: 85.48% [1069350/1251000] [854.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000182] [CE 4.432 (4.209)] [KD 2.992 (2.936)] 2024-10-15 08:50:32,284 - Train: 85.48% [1069400/1251000] [854.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000182] [CE 4.764 (4.189)] [KD 3.330 (2.944)] 2024-10-15 08:50:39,943 - Train: 85.49% [1069450/1251000] [854.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000182] [CE 3.960 (4.182)] [KD 2.832 (2.922)] 2024-10-15 08:50:47,595 - Train: 85.49% [1069500/1251000] [854.9/1000.0] [batch_t 0.164 (0.153)] [data_t 0.005] [optim_t 0.160] [lr 0.000182] [CE 4.161 (4.115)] [KD 3.054 (2.904)] 2024-10-15 08:50:55,255 - Train: 85.50% [1069550/1251000] [855.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000182] [CE 4.885 (4.222)] [KD 3.175 (2.978)] 2024-10-15 08:51:03,099 - Train: 85.50% [1069600/1251000] [855.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000181] [CE 4.214 (4.191)] [KD 3.080 (2.955)] 2024-10-15 08:51:09,579 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38070] [top5_cnt 46445] [top_all 50000] 2024-10-15 08:51:09,579 - net: 76.140 (92.890) 2024-10-15 08:51:15,357 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38902] [top5_cnt 46773] [top_all 50000] 2024-10-15 08:51:15,357 - net_E: 77.804 (93.546) 2024-10-15 08:51:15,523 - Max [top1: 76.474 (epoch: 854)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 08:51:15,523 - ==> Total time: 1 day, 18:48:58 Eta: 7:15:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:51:28,142 - Train: 85.50% [1069650/1251000] [855.0/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000181] [CE 4.576 (4.195)] [KD 3.155 (2.921)] 2024-10-15 08:51:36,173 - Train: 85.51% [1069700/1251000] [855.1/1000.0] [batch_t 0.148 (0.160)] [data_t 0.003] [optim_t 0.145] [lr 0.000181] [CE 4.056 (4.175)] [KD 2.764 (2.927)] 2024-10-15 08:51:43,719 - Train: 85.51% [1069750/1251000] [855.1/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000181] [CE 3.976 (4.112)] [KD 2.829 (2.901)] 2024-10-15 08:51:51,431 - Train: 85.52% [1069800/1251000] [855.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000181] [CE 4.131 (4.233)] [KD 2.756 (2.948)] 2024-10-15 08:51:59,157 - Train: 85.52% [1069850/1251000] [855.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000181] [CE 4.360 (4.130)] [KD 3.028 (2.905)] 2024-10-15 08:52:06,733 - Train: 85.52% [1069900/1251000] [855.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000181] [CE 4.433 (4.128)] [KD 3.099 (2.878)] 2024-10-15 08:52:14,420 - Train: 85.53% [1069950/1251000] [855.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000181] [CE 4.182 (4.201)] [KD 2.986 (2.928)] 2024-10-15 08:52:22,272 - Train: 85.53% [1070000/1251000] [855.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000181] [CE 4.101 (4.179)] [KD 2.794 (2.943)] 2024-10-15 08:52:30,095 - Train: 85.54% [1070050/1251000] [855.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000181] [CE 4.096 (4.226)] [KD 2.916 (2.965)] 2024-10-15 08:52:37,770 - Train: 85.54% [1070100/1251000] [855.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000181] [CE 3.897 (4.157)] [KD 2.595 (2.925)] 2024-10-15 08:52:45,528 - Train: 85.54% [1070150/1251000] [855.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000181] [CE 3.762 (4.122)] [KD 2.629 (2.883)] 2024-10-15 08:52:53,079 - Train: 85.55% [1070200/1251000] [855.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000180] [CE 3.938 (4.152)] [KD 2.790 (2.931)] 2024-10-15 08:53:00,718 - Train: 85.55% [1070250/1251000] [855.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000180] [CE 4.170 (4.192)] [KD 2.920 (2.925)] 2024-10-15 08:53:08,429 - Train: 85.56% [1070300/1251000] [855.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000180] [CE 4.201 (4.217)] [KD 2.915 (2.951)] 2024-10-15 08:53:16,087 - Train: 85.56% [1070350/1251000] [855.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000180] [CE 4.611 (4.166)] [KD 3.039 (2.933)] 2024-10-15 08:53:23,653 - Train: 85.56% [1070400/1251000] [855.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000180] [CE 3.838 (4.144)] [KD 2.805 (2.919)] 2024-10-15 08:53:31,480 - Train: 85.57% [1070450/1251000] [855.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000180] [CE 4.331 (4.195)] [KD 3.227 (2.942)] 2024-10-15 08:53:39,318 - Train: 85.57% [1070500/1251000] [855.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000180] [CE 4.039 (4.115)] [KD 2.945 (2.852)] 2024-10-15 08:53:47,164 - Train: 85.58% [1070550/1251000] [855.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000180] [CE 4.407 (4.128)] [KD 2.914 (2.900)] 2024-10-15 08:53:54,891 - Train: 85.58% [1070600/1251000] [855.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000180] [CE 4.243 (4.202)] [KD 3.003 (2.941)] 2024-10-15 08:54:02,525 - Train: 85.58% [1070650/1251000] [855.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000180] [CE 3.918 (4.114)] [KD 2.791 (2.885)] 2024-10-15 08:54:10,171 - Train: 85.59% [1070700/1251000] [855.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000180] [CE 4.030 (4.209)] [KD 2.924 (2.943)] 2024-10-15 08:54:17,789 - Train: 85.59% [1070750/1251000] [855.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000180] [CE 3.959 (4.221)] [KD 2.944 (2.937)] 2024-10-15 08:54:25,524 - Train: 85.60% [1070800/1251000] [856.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000179] [CE 4.243 (4.142)] [KD 3.090 (2.913)] 2024-10-15 08:54:33,444 - Train: 85.60% [1070850/1251000] [856.0/1000.0] [batch_t 0.146 (0.158)] [data_t 0.006] [optim_t 0.140] [lr 0.000179] [CE 4.393 (4.200)] [KD 3.049 (2.914)] 2024-10-15 08:54:40,046 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38260] [top5_cnt 46490] [top_all 50000] 2024-10-15 08:54:40,046 - net: 76.520 (92.980) 2024-10-15 08:54:45,802 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38940] [top5_cnt 46797] [top_all 50000] 2024-10-15 08:54:45,803 - net_E: 77.880 (93.594) 2024-10-15 08:54:45,976 - Max [top1: 76.520 (epoch: 856)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 08:54:45,976 - ==> Total time: 1 day, 18:52:29 Eta: 7:12:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:54:59,853 - Train: 85.60% [1070900/1251000] [856.0/1000.0] [batch_t 0.273 (0.167)] [data_t 0.004] [optim_t 0.269] [lr 0.000179] [CE 4.361 (4.103)] [KD 2.976 (2.872)] 2024-10-15 08:55:07,473 - Train: 85.61% [1070950/1251000] [856.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000179] [CE 4.270 (4.183)] [KD 2.961 (2.911)] 2024-10-15 08:55:15,210 - Train: 85.61% [1071000/1251000] [856.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000179] [CE 3.541 (4.274)] [KD 2.551 (2.963)] 2024-10-15 08:55:22,767 - Train: 85.62% [1071050/1251000] [856.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000179] [CE 3.854 (4.128)] [KD 2.721 (2.891)] 2024-10-15 08:55:30,396 - Train: 85.62% [1071100/1251000] [856.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000179] [CE 4.186 (4.235)] [KD 3.066 (2.972)] 2024-10-15 08:55:38,391 - Train: 85.62% [1071150/1251000] [856.2/1000.0] [batch_t 0.257 (0.160)] [data_t 0.005] [optim_t 0.253] [lr 0.000179] [CE 4.557 (4.260)] [KD 3.153 (2.941)] 2024-10-15 08:55:46,252 - Train: 85.63% [1071200/1251000] [856.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000179] [CE 4.236 (4.136)] [KD 2.774 (2.868)] 2024-10-15 08:55:53,855 - Train: 85.63% [1071250/1251000] [856.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000179] [CE 3.904 (4.090)] [KD 2.693 (2.896)] 2024-10-15 08:56:01,788 - Train: 85.64% [1071300/1251000] [856.4/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000179] [CE 4.428 (4.130)] [KD 3.060 (2.870)] 2024-10-15 08:56:09,536 - Train: 85.64% [1071350/1251000] [856.4/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000179] [CE 3.954 (4.097)] [KD 2.886 (2.878)] 2024-10-15 08:56:17,358 - Train: 85.64% [1071400/1251000] [856.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000178] [CE 4.034 (4.160)] [KD 2.846 (2.915)] 2024-10-15 08:56:25,172 - Train: 85.65% [1071450/1251000] [856.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000178] [CE 3.979 (4.149)] [KD 2.841 (2.898)] 2024-10-15 08:56:32,836 - Train: 85.65% [1071500/1251000] [856.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000178] [CE 4.296 (4.150)] [KD 2.939 (2.893)] 2024-10-15 08:56:40,508 - Train: 85.66% [1071550/1251000] [856.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000178] [CE 4.295 (4.212)] [KD 3.009 (2.931)] 2024-10-15 08:56:48,063 - Train: 85.66% [1071600/1251000] [856.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000178] [CE 4.508 (4.211)] [KD 3.216 (2.962)] 2024-10-15 08:56:55,752 - Train: 85.66% [1071650/1251000] [856.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000178] [CE 3.942 (4.168)] [KD 2.685 (2.941)] 2024-10-15 08:57:03,641 - Train: 85.67% [1071700/1251000] [856.7/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000178] [CE 4.647 (4.183)] [KD 3.311 (2.923)] 2024-10-15 08:57:11,482 - Train: 85.67% [1071750/1251000] [856.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000178] [CE 4.112 (4.162)] [KD 2.763 (2.920)] 2024-10-15 08:57:19,198 - Train: 85.68% [1071800/1251000] [856.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000178] [CE 3.994 (4.194)] [KD 2.769 (2.880)] 2024-10-15 08:57:26,910 - Train: 85.68% [1071850/1251000] [856.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000178] [CE 4.272 (4.108)] [KD 3.029 (2.892)] 2024-10-15 08:57:34,513 - Train: 85.68% [1071900/1251000] [856.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000178] [CE 4.047 (4.106)] [KD 2.713 (2.894)] 2024-10-15 08:57:42,147 - Train: 85.69% [1071950/1251000] [856.9/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.000178] [CE 4.275 (4.094)] [KD 2.913 (2.848)] 2024-10-15 08:57:50,013 - Train: 85.69% [1072000/1251000] [856.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000178] [CE 4.314 (4.157)] [KD 2.853 (2.911)] 2024-10-15 08:57:57,964 - Train: 85.70% [1072050/1251000] [857.0/1000.0] [batch_t 0.154 (0.159)] [data_t 0.003] [optim_t 0.151] [lr 0.000177] [CE 4.701 (4.166)] [KD 3.293 (2.918)] 2024-10-15 08:58:05,519 - Train: 85.70% [1072100/1251000] [857.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.006] [optim_t 0.138] [lr 0.000177] [CE 4.600 (4.169)] [KD 3.165 (2.889)] 2024-10-15 08:58:12,555 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38152] [top5_cnt 46427] [top_all 50000] 2024-10-15 08:58:12,556 - net: 76.304 (92.854) 2024-10-15 08:58:18,495 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38927] [top5_cnt 46794] [top_all 50000] 2024-10-15 08:58:18,496 - net_E: 77.854 (93.588) 2024-10-15 08:58:18,657 - Max [top1: 76.520 (epoch: 856)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 08:58:18,657 - ==> Total time: 1 day, 18:56:01 Eta: 7:09:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 08:58:27,593 - Train: 85.70% [1072150/1251000] [857.0/1000.0] [batch_t 0.152 (0.169)] [data_t 0.004] [optim_t 0.148] [lr 0.000177] [CE 4.235 (4.246)] [KD 3.006 (2.932)] 2024-10-15 08:58:35,292 - Train: 85.71% [1072200/1251000] [857.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000177] [CE 4.508 (4.194)] [KD 2.927 (2.916)] 2024-10-15 08:58:42,882 - Train: 85.71% [1072250/1251000] [857.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000177] [CE 4.048 (4.165)] [KD 2.723 (2.898)] 2024-10-15 08:58:50,792 - Train: 85.72% [1072300/1251000] [857.2/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000177] [CE 3.954 (4.127)] [KD 2.773 (2.920)] 2024-10-15 08:58:58,557 - Train: 85.72% [1072350/1251000] [857.2/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.158] [lr 0.000177] [CE 3.919 (4.158)] [KD 2.790 (2.885)] 2024-10-15 08:59:06,137 - Train: 85.72% [1072400/1251000] [857.2/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000177] [CE 4.548 (4.180)] [KD 3.029 (2.913)] 2024-10-15 08:59:13,924 - Train: 85.73% [1072450/1251000] [857.3/1000.0] [batch_t 0.161 (0.156)] [data_t 0.003] [optim_t 0.158] [lr 0.000177] [CE 3.992 (4.108)] [KD 2.657 (2.865)] 2024-10-15 08:59:21,666 - Train: 85.73% [1072500/1251000] [857.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000177] [CE 4.434 (4.200)] [KD 3.130 (2.920)] 2024-10-15 08:59:29,383 - Train: 85.74% [1072550/1251000] [857.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000177] [CE 3.915 (4.147)] [KD 2.820 (2.910)] 2024-10-15 08:59:37,187 - Train: 85.74% [1072600/1251000] [857.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000177] [CE 4.508 (4.126)] [KD 3.016 (2.861)] 2024-10-15 08:59:44,777 - Train: 85.74% [1072650/1251000] [857.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000176] [CE 4.372 (4.190)] [KD 2.971 (2.917)] 2024-10-15 08:59:52,512 - Train: 85.75% [1072700/1251000] [857.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000176] [CE 4.653 (4.173)] [KD 3.064 (2.886)] 2024-10-15 09:00:00,215 - Train: 85.75% [1072750/1251000] [857.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000176] [CE 4.309 (4.108)] [KD 2.981 (2.865)] 2024-10-15 09:00:07,978 - Train: 85.76% [1072800/1251000] [857.6/1000.0] [batch_t 0.159 (0.155)] [data_t 0.005] [optim_t 0.154] [lr 0.000176] [CE 3.776 (4.142)] [KD 2.793 (2.887)] 2024-10-15 09:00:15,871 - Train: 85.76% [1072850/1251000] [857.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000176] [CE 4.205 (4.132)] [KD 2.944 (2.885)] 2024-10-15 09:00:23,584 - Train: 85.76% [1072900/1251000] [857.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000176] [CE 4.315 (4.199)] [KD 2.889 (2.921)] 2024-10-15 09:00:31,298 - Train: 85.77% [1072950/1251000] [857.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000176] [CE 4.746 (4.156)] [KD 3.165 (2.878)] 2024-10-15 09:00:39,028 - Train: 85.77% [1073000/1251000] [857.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000176] [CE 4.443 (4.166)] [KD 2.947 (2.915)] 2024-10-15 09:00:46,844 - Train: 85.78% [1073050/1251000] [857.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000176] [CE 4.296 (4.222)] [KD 3.122 (2.934)] 2024-10-15 09:00:54,447 - Train: 85.78% [1073100/1251000] [857.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000176] [CE 4.354 (4.218)] [KD 3.065 (2.923)] 2024-10-15 09:01:02,299 - Train: 85.78% [1073150/1251000] [857.8/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000176] [CE 4.134 (4.248)] [KD 2.648 (2.932)] 2024-10-15 09:01:09,923 - Train: 85.79% [1073200/1251000] [857.9/1000.0] [batch_t 0.170 (0.152)] [data_t 0.004] [optim_t 0.166] [lr 0.000176] [CE 4.154 (4.148)] [KD 2.878 (2.925)] 2024-10-15 09:01:17,531 - Train: 85.79% [1073250/1251000] [857.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000176] [CE 3.812 (4.076)] [KD 2.725 (2.870)] 2024-10-15 09:01:25,256 - Train: 85.80% [1073300/1251000] [858.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000175] [CE 3.773 (4.173)] [KD 2.812 (2.909)] 2024-10-15 09:01:33,026 - Train: 85.80% [1073350/1251000] [858.0/1000.0] [batch_t 0.136 (0.155)] [data_t 0.006] [optim_t 0.131] [lr 0.000175] [CE 4.023 (4.166)] [KD 2.729 (2.922)] 2024-10-15 09:01:40,075 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38226] [top5_cnt 46524] [top_all 50000] 2024-10-15 09:01:40,075 - net: 76.452 (93.048) 2024-10-15 09:01:45,862 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38943] [top5_cnt 46819] [top_all 50000] 2024-10-15 09:01:45,863 - net_E: 77.886 (93.638) 2024-10-15 09:01:46,018 - Max [top1: 76.520 (epoch: 856)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 09:01:46,019 - ==> Total time: 1 day, 18:59:29 Eta: 7:06:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:01:54,970 - Train: 85.80% [1073400/1251000] [858.0/1000.0] [batch_t 0.148 (0.168)] [data_t 0.003] [optim_t 0.145] [lr 0.000175] [CE 4.264 (4.180)] [KD 2.979 (2.921)] 2024-10-15 09:02:02,679 - Train: 85.81% [1073450/1251000] [858.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000175] [CE 4.190 (4.122)] [KD 2.898 (2.893)] 2024-10-15 09:02:10,383 - Train: 85.81% [1073500/1251000] [858.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000175] [CE 4.271 (4.230)] [KD 3.014 (2.926)] 2024-10-15 09:02:17,970 - Train: 85.82% [1073550/1251000] [858.2/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000175] [CE 4.432 (4.145)] [KD 2.996 (2.896)] 2024-10-15 09:02:25,559 - Train: 85.82% [1073600/1251000] [858.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000175] [CE 3.690 (4.212)] [KD 2.732 (2.925)] 2024-10-15 09:02:33,227 - Train: 85.82% [1073650/1251000] [858.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000175] [CE 4.228 (4.222)] [KD 2.901 (2.880)] 2024-10-15 09:02:40,916 - Train: 85.83% [1073700/1251000] [858.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000175] [CE 3.796 (4.141)] [KD 2.633 (2.914)] 2024-10-15 09:02:48,715 - Train: 85.83% [1073750/1251000] [858.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000175] [CE 3.926 (4.190)] [KD 2.832 (2.891)] 2024-10-15 09:02:56,409 - Train: 85.84% [1073800/1251000] [858.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000175] [CE 3.199 (4.145)] [KD 2.246 (2.899)] 2024-10-15 09:03:04,168 - Train: 85.84% [1073850/1251000] [858.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.000175] [CE 3.883 (4.072)] [KD 2.787 (2.864)] 2024-10-15 09:03:12,029 - Train: 85.84% [1073900/1251000] [858.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000174] [CE 4.000 (4.204)] [KD 2.704 (2.930)] 2024-10-15 09:03:19,620 - Train: 85.85% [1073950/1251000] [858.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000174] [CE 3.990 (4.117)] [KD 2.941 (2.866)] 2024-10-15 09:03:27,174 - Train: 85.85% [1074000/1251000] [858.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000174] [CE 3.991 (4.180)] [KD 2.629 (2.922)] 2024-10-15 09:03:34,928 - Train: 85.86% [1074050/1251000] [858.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.000174] [CE 3.987 (4.201)] [KD 2.697 (2.917)] 2024-10-15 09:03:42,443 - Train: 85.86% [1074100/1251000] [858.6/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.150] [lr 0.000174] [CE 4.197 (4.179)] [KD 2.870 (2.905)] 2024-10-15 09:03:50,270 - Train: 85.86% [1074150/1251000] [858.6/1000.0] [batch_t 0.266 (0.156)] [data_t 0.003] [optim_t 0.263] [lr 0.000174] [CE 4.649 (4.252)] [KD 3.197 (2.945)] 2024-10-15 09:03:58,019 - Train: 85.87% [1074200/1251000] [858.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000174] [CE 4.230 (4.132)] [KD 2.947 (2.896)] 2024-10-15 09:04:05,812 - Train: 85.87% [1074250/1251000] [858.7/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.000174] [CE 4.032 (4.167)] [KD 2.815 (2.891)] 2024-10-15 09:04:13,541 - Train: 85.88% [1074300/1251000] [858.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000174] [CE 4.307 (4.174)] [KD 2.934 (2.908)] 2024-10-15 09:04:21,376 - Train: 85.88% [1074350/1251000] [858.8/1000.0] [batch_t 0.156 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000174] [CE 3.977 (4.171)] [KD 2.915 (2.896)] 2024-10-15 09:04:28,964 - Train: 85.88% [1074400/1251000] [858.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000174] [CE 4.492 (4.215)] [KD 2.991 (2.935)] 2024-10-15 09:04:36,596 - Train: 85.89% [1074450/1251000] [858.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000174] [CE 3.973 (4.126)] [KD 2.837 (2.883)] 2024-10-15 09:04:44,288 - Train: 85.89% [1074500/1251000] [858.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000174] [CE 4.505 (4.168)] [KD 3.345 (2.931)] 2024-10-15 09:04:52,001 - Train: 85.90% [1074550/1251000] [859.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000173] [CE 3.765 (4.198)] [KD 2.745 (2.902)] 2024-10-15 09:04:59,765 - Train: 85.90% [1074600/1251000] [859.0/1000.0] [batch_t 0.142 (0.155)] [data_t 0.005] [optim_t 0.137] [lr 0.000173] [CE 3.553 (4.202)] [KD 2.675 (2.947)] 2024-10-15 09:05:06,777 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 37946] [top5_cnt 46370] [top_all 50000] 2024-10-15 09:05:06,778 - net: 75.892 (92.740) 2024-10-15 09:05:12,637 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38928] [top5_cnt 46825] [top_all 50000] 2024-10-15 09:05:12,638 - net_E: 77.856 (93.650) 2024-10-15 09:05:12,868 - Max [top1: 76.520 (epoch: 856)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 09:05:12,868 - ==> Total time: 1 day, 19:02:56 Eta: 7:03:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:05:21,669 - Train: 85.90% [1074650/1251000] [859.0/1000.0] [batch_t 0.151 (0.168)] [data_t 0.005] [optim_t 0.146] [lr 0.000173] [CE 4.569 (4.263)] [KD 3.060 (2.936)] 2024-10-15 09:05:29,398 - Train: 85.91% [1074700/1251000] [859.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000173] [CE 3.805 (4.110)] [KD 2.778 (2.866)] 2024-10-15 09:05:36,974 - Train: 85.91% [1074750/1251000] [859.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000173] [CE 3.881 (4.148)] [KD 2.524 (2.906)] 2024-10-15 09:05:44,627 - Train: 85.92% [1074800/1251000] [859.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000173] [CE 4.058 (4.187)] [KD 3.023 (2.917)] 2024-10-15 09:05:52,505 - Train: 85.92% [1074850/1251000] [859.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000173] [CE 4.745 (4.088)] [KD 3.168 (2.872)] 2024-10-15 09:06:00,264 - Train: 85.92% [1074900/1251000] [859.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000173] [CE 3.985 (4.165)] [KD 2.809 (2.890)] 2024-10-15 09:06:08,007 - Train: 85.93% [1074950/1251000] [859.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000173] [CE 3.359 (4.176)] [KD 2.507 (2.902)] 2024-10-15 09:06:15,842 - Train: 85.93% [1075000/1251000] [859.3/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000173] [CE 3.944 (4.103)] [KD 2.718 (2.870)] 2024-10-15 09:06:23,549 - Train: 85.94% [1075050/1251000] [859.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000173] [CE 4.149 (4.187)] [KD 2.867 (2.869)] 2024-10-15 09:06:31,193 - Train: 85.94% [1075100/1251000] [859.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000173] [CE 4.459 (4.129)] [KD 2.874 (2.885)] 2024-10-15 09:06:38,831 - Train: 85.94% [1075150/1251000] [859.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000172] [CE 3.939 (4.096)] [KD 2.760 (2.846)] 2024-10-15 09:06:46,603 - Train: 85.95% [1075200/1251000] [859.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000172] [CE 4.376 (4.199)] [KD 3.068 (2.919)] 2024-10-15 09:06:54,306 - Train: 85.95% [1075250/1251000] [859.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000172] [CE 4.509 (4.085)] [KD 3.189 (2.864)] 2024-10-15 09:07:01,823 - Train: 85.96% [1075300/1251000] [859.6/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000172] [CE 4.064 (4.143)] [KD 2.941 (2.887)] 2024-10-15 09:07:09,402 - Train: 85.96% [1075350/1251000] [859.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000172] [CE 4.225 (4.192)] [KD 2.808 (2.883)] 2024-10-15 09:07:17,097 - Train: 85.96% [1075400/1251000] [859.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000172] [CE 4.032 (4.164)] [KD 2.883 (2.885)] 2024-10-15 09:07:24,851 - Train: 85.97% [1075450/1251000] [859.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000172] [CE 4.259 (4.165)] [KD 2.857 (2.885)] 2024-10-15 09:07:32,669 - Train: 85.97% [1075500/1251000] [859.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000172] [CE 4.475 (4.092)] [KD 3.098 (2.875)] 2024-10-15 09:07:40,332 - Train: 85.98% [1075550/1251000] [859.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000172] [CE 4.143 (4.141)] [KD 2.962 (2.907)] 2024-10-15 09:07:48,031 - Train: 85.98% [1075600/1251000] [859.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000172] [CE 4.278 (4.206)] [KD 3.189 (2.929)] 2024-10-15 09:07:55,702 - Train: 85.98% [1075650/1251000] [859.8/1000.0] [batch_t 0.278 (0.153)] [data_t 0.005] [optim_t 0.273] [lr 0.000172] [CE 4.136 (4.203)] [KD 2.880 (2.937)] 2024-10-15 09:08:03,428 - Train: 85.99% [1075700/1251000] [859.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000172] [CE 4.023 (4.153)] [KD 3.028 (2.870)] 2024-10-15 09:08:11,028 - Train: 85.99% [1075750/1251000] [859.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000172] [CE 3.741 (4.242)] [KD 2.542 (2.944)] 2024-10-15 09:08:18,623 - Train: 86.00% [1075800/1251000] [860.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000171] [CE 4.225 (4.243)] [KD 2.917 (2.935)] 2024-10-15 09:08:26,395 - Train: 86.00% [1075850/1251000] [860.0/1000.0] [batch_t 0.144 (0.155)] [data_t 0.005] [optim_t 0.139] [lr 0.000171] [CE 4.325 (4.074)] [KD 2.986 (2.861)] 2024-10-15 09:08:33,614 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38284] [top5_cnt 46510] [top_all 50000] 2024-10-15 09:08:33,614 - net: 76.568 (93.020) 2024-10-15 09:08:39,582 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38928] [top5_cnt 46823] [top_all 50000] 2024-10-15 09:08:39,583 - net_E: 77.856 (93.646) 2024-10-15 09:08:39,755 - Max [top1: 76.568 (epoch: 860)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 09:08:39,755 - ==> Total time: 1 day, 19:06:23 Eta: 7:01:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:08:53,706 - Train: 86.00% [1075900/1251000] [860.0/1000.0] [batch_t 0.152 (0.167)] [data_t 0.004] [optim_t 0.148] [lr 0.000171] [CE 4.247 (4.100)] [KD 2.964 (2.860)] 2024-10-15 09:09:01,575 - Train: 86.01% [1075950/1251000] [860.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000171] [CE 4.431 (4.180)] [KD 3.016 (2.908)] 2024-10-15 09:09:09,340 - Train: 86.01% [1076000/1251000] [860.1/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000171] [CE 4.131 (4.155)] [KD 2.699 (2.867)] 2024-10-15 09:09:17,078 - Train: 86.02% [1076050/1251000] [860.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000171] [CE 4.037 (4.134)] [KD 2.800 (2.887)] 2024-10-15 09:09:24,681 - Train: 86.02% [1076100/1251000] [860.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000171] [CE 3.768 (4.177)] [KD 2.456 (2.897)] 2024-10-15 09:09:32,265 - Train: 86.02% [1076150/1251000] [860.2/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000171] [CE 3.506 (4.182)] [KD 2.437 (2.876)] 2024-10-15 09:09:39,978 - Train: 86.03% [1076200/1251000] [860.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000171] [CE 4.338 (4.125)] [KD 3.096 (2.869)] 2024-10-15 09:09:47,700 - Train: 86.03% [1076250/1251000] [860.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000171] [CE 3.719 (4.122)] [KD 2.522 (2.839)] 2024-10-15 09:09:55,552 - Train: 86.04% [1076300/1251000] [860.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000171] [CE 4.228 (4.188)] [KD 2.979 (2.908)] 2024-10-15 09:10:03,453 - Train: 86.04% [1076350/1251000] [860.4/1000.0] [batch_t 0.271 (0.158)] [data_t 0.004] [optim_t 0.267] [lr 0.000171] [CE 4.448 (4.219)] [KD 3.144 (2.936)] 2024-10-15 09:10:11,296 - Train: 86.04% [1076400/1251000] [860.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000170] [CE 4.404 (4.182)] [KD 3.108 (2.922)] 2024-10-15 09:10:19,260 - Train: 86.05% [1076450/1251000] [860.5/1000.0] [batch_t 0.290 (0.159)] [data_t 0.004] [optim_t 0.285] [lr 0.000170] [CE 4.122 (4.092)] [KD 2.834 (2.848)] 2024-10-15 09:10:26,952 - Train: 86.05% [1076500/1251000] [860.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.003] [optim_t 0.157] [lr 0.000170] [CE 4.136 (4.159)] [KD 3.022 (2.890)] 2024-10-15 09:10:34,640 - Train: 86.06% [1076550/1251000] [860.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000170] [CE 4.401 (4.158)] [KD 2.878 (2.881)] 2024-10-15 09:10:42,238 - Train: 86.06% [1076600/1251000] [860.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000170] [CE 3.694 (4.147)] [KD 2.784 (2.905)] 2024-10-15 09:10:50,134 - Train: 86.06% [1076650/1251000] [860.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000170] [CE 3.876 (4.154)] [KD 2.578 (2.872)] 2024-10-15 09:10:57,854 - Train: 86.07% [1076700/1251000] [860.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000170] [CE 4.287 (4.229)] [KD 3.116 (2.944)] 2024-10-15 09:11:05,712 - Train: 86.07% [1076750/1251000] [860.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000170] [CE 3.781 (4.256)] [KD 2.662 (2.957)] 2024-10-15 09:11:13,707 - Train: 86.08% [1076800/1251000] [860.8/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000170] [CE 4.349 (4.126)] [KD 2.995 (2.850)] 2024-10-15 09:11:21,496 - Train: 86.08% [1076850/1251000] [860.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000170] [CE 4.288 (4.207)] [KD 2.974 (2.920)] 2024-10-15 09:11:29,120 - Train: 86.08% [1076900/1251000] [860.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000170] [CE 3.926 (4.115)] [KD 2.668 (2.864)] 2024-10-15 09:11:36,752 - Train: 86.09% [1076950/1251000] [860.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000170] [CE 3.979 (4.182)] [KD 2.855 (2.904)] 2024-10-15 09:11:44,417 - Train: 86.09% [1077000/1251000] [860.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000170] [CE 3.854 (4.188)] [KD 2.812 (2.870)] 2024-10-15 09:11:52,272 - Train: 86.10% [1077050/1251000] [861.0/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.000169] [CE 4.523 (4.115)] [KD 3.119 (2.870)] 2024-10-15 09:11:59,978 - Train: 86.10% [1077100/1251000] [861.0/1000.0] [batch_t 0.142 (0.154)] [data_t 0.004] [optim_t 0.138] [lr 0.000169] [CE 3.751 (4.153)] [KD 2.750 (2.875)] 2024-10-15 09:12:07,370 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38287] [top5_cnt 46467] [top_all 50000] 2024-10-15 09:12:07,371 - net: 76.574 (92.934) 2024-10-15 09:12:13,831 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.116)] [top1_cnt 38921] [top5_cnt 46816] [top_all 50000] 2024-10-15 09:12:13,832 - net_E: 77.842 (93.632) 2024-10-15 09:12:14,024 - Max [top1: 76.574 (epoch: 861)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 09:12:14,025 - ==> Total time: 1 day, 19:09:57 Eta: 6:58:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:12:27,383 - Train: 86.10% [1077150/1251000] [861.0/1000.0] [batch_t 0.153 (0.166)] [data_t 0.005] [optim_t 0.148] [lr 0.000169] [CE 3.796 (4.141)] [KD 2.630 (2.851)] 2024-10-15 09:12:35,080 - Train: 86.11% [1077200/1251000] [861.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000169] [CE 4.399 (4.120)] [KD 2.772 (2.837)] 2024-10-15 09:12:42,854 - Train: 86.11% [1077250/1251000] [861.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000169] [CE 4.251 (4.098)] [KD 2.852 (2.850)] 2024-10-15 09:12:50,418 - Train: 86.12% [1077300/1251000] [861.2/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000169] [CE 3.888 (4.180)] [KD 2.636 (2.884)] 2024-10-15 09:12:58,229 - Train: 86.12% [1077350/1251000] [861.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000169] [CE 3.793 (4.119)] [KD 2.570 (2.869)] 2024-10-15 09:13:05,932 - Train: 86.12% [1077400/1251000] [861.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000169] [CE 4.036 (4.059)] [KD 2.965 (2.823)] 2024-10-15 09:13:13,667 - Train: 86.13% [1077450/1251000] [861.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000169] [CE 4.159 (4.151)] [KD 2.951 (2.875)] 2024-10-15 09:13:21,531 - Train: 86.13% [1077500/1251000] [861.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000169] [CE 3.832 (4.057)] [KD 2.782 (2.813)] 2024-10-15 09:13:29,372 - Train: 86.14% [1077550/1251000] [861.4/1000.0] [batch_t 0.159 (0.157)] [data_t 0.003] [optim_t 0.156] [lr 0.000169] [CE 4.275 (4.179)] [KD 2.926 (2.876)] 2024-10-15 09:13:37,175 - Train: 86.14% [1077600/1251000] [861.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000169] [CE 4.330 (4.126)] [KD 3.072 (2.850)] 2024-10-15 09:13:45,005 - Train: 86.14% [1077650/1251000] [861.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000169] [CE 4.467 (4.210)] [KD 3.021 (2.894)] 2024-10-15 09:13:52,563 - Train: 86.15% [1077700/1251000] [861.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000168] [CE 3.912 (4.161)] [KD 2.802 (2.874)] 2024-10-15 09:14:00,257 - Train: 86.15% [1077750/1251000] [861.5/1000.0] [batch_t 0.159 (0.154)] [data_t 0.005] [optim_t 0.154] [lr 0.000168] [CE 3.719 (4.129)] [KD 2.463 (2.875)] 2024-10-15 09:14:07,971 - Train: 86.16% [1077800/1251000] [861.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000168] [CE 4.151 (4.187)] [KD 3.063 (2.897)] 2024-10-15 09:14:15,728 - Train: 86.16% [1077850/1251000] [861.6/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000168] [CE 4.492 (4.181)] [KD 3.181 (2.892)] 2024-10-15 09:14:23,446 - Train: 86.16% [1077900/1251000] [861.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000168] [CE 3.718 (4.121)] [KD 2.558 (2.867)] 2024-10-15 09:14:31,318 - Train: 86.17% [1077950/1251000] [861.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000168] [CE 4.474 (4.138)] [KD 3.061 (2.847)] 2024-10-15 09:14:39,023 - Train: 86.17% [1078000/1251000] [861.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000168] [CE 4.320 (4.093)] [KD 2.976 (2.829)] 2024-10-15 09:14:46,627 - Train: 86.18% [1078050/1251000] [861.8/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000168] [CE 4.180 (4.165)] [KD 2.853 (2.875)] 2024-10-15 09:14:54,446 - Train: 86.18% [1078100/1251000] [861.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000168] [CE 4.170 (4.213)] [KD 2.965 (2.928)] 2024-10-15 09:15:02,182 - Train: 86.18% [1078150/1251000] [861.8/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000168] [CE 4.013 (4.255)] [KD 2.826 (2.927)] 2024-10-15 09:15:10,007 - Train: 86.19% [1078200/1251000] [861.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000168] [CE 4.160 (4.195)] [KD 2.820 (2.920)] 2024-10-15 09:15:17,702 - Train: 86.19% [1078250/1251000] [861.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000168] [CE 3.955 (4.139)] [KD 2.744 (2.881)] 2024-10-15 09:15:25,318 - Train: 86.20% [1078300/1251000] [862.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000167] [CE 4.187 (4.112)] [KD 2.916 (2.860)] 2024-10-15 09:15:33,190 - Train: 86.20% [1078350/1251000] [862.0/1000.0] [batch_t 0.248 (0.157)] [data_t 0.003] [optim_t 0.246] [lr 0.000167] [CE 4.187 (4.190)] [KD 2.879 (2.870)] 2024-10-15 09:15:40,692 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38298] [top5_cnt 46558] [top_all 50000] 2024-10-15 09:15:40,692 - net: 76.596 (93.116) 2024-10-15 09:15:46,557 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38924] [top5_cnt 46819] [top_all 50000] 2024-10-15 09:15:46,557 - net_E: 77.848 (93.638) 2024-10-15 09:15:46,707 - Max [top1: 76.596 (epoch: 862)] [top1-ema: 77.890 (epoch: 852)] 2024-10-15 09:15:46,707 - ==> Total time: 1 day, 19:13:29 Eta: 6:55:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:15:59,346 - Train: 86.20% [1078400/1251000] [862.0/1000.0] [batch_t 0.158 (0.167)] [data_t 0.002] [optim_t 0.155] [lr 0.000167] [CE 4.432 (4.186)] [KD 2.929 (2.863)] 2024-10-15 09:16:07,397 - Train: 86.21% [1078450/1251000] [862.1/1000.0] [batch_t 0.150 (0.161)] [data_t 0.005] [optim_t 0.145] [lr 0.000167] [CE 4.447 (4.160)] [KD 3.049 (2.882)] 2024-10-15 09:16:15,194 - Train: 86.21% [1078500/1251000] [862.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000167] [CE 4.142 (4.153)] [KD 2.813 (2.872)] 2024-10-15 09:16:22,908 - Train: 86.22% [1078550/1251000] [862.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000167] [CE 3.903 (4.190)] [KD 2.459 (2.854)] 2024-10-15 09:16:30,516 - Train: 86.22% [1078600/1251000] [862.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000167] [CE 4.770 (4.158)] [KD 3.067 (2.866)] 2024-10-15 09:16:38,106 - Train: 86.22% [1078650/1251000] [862.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000167] [CE 3.738 (4.202)] [KD 2.560 (2.907)] 2024-10-15 09:16:45,938 - Train: 86.23% [1078700/1251000] [862.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000167] [CE 3.956 (4.181)] [KD 2.633 (2.872)] 2024-10-15 09:16:53,755 - Train: 86.23% [1078750/1251000] [862.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000167] [CE 3.937 (4.156)] [KD 2.642 (2.881)] 2024-10-15 09:17:01,597 - Train: 86.24% [1078800/1251000] [862.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000167] [CE 3.684 (4.200)] [KD 2.527 (2.927)] 2024-10-15 09:17:09,229 - Train: 86.24% [1078850/1251000] [862.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000167] [CE 3.881 (4.165)] [KD 2.618 (2.851)] 2024-10-15 09:17:16,892 - Train: 86.24% [1078900/1251000] [862.4/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000167] [CE 3.974 (4.215)] [KD 2.836 (2.900)] 2024-10-15 09:17:24,604 - Train: 86.25% [1078950/1251000] [862.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000166] [CE 3.719 (4.174)] [KD 2.486 (2.892)] 2024-10-15 09:17:32,126 - Train: 86.25% [1079000/1251000] [862.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000166] [CE 4.257 (4.063)] [KD 2.960 (2.799)] 2024-10-15 09:17:39,934 - Train: 86.25% [1079050/1251000] [862.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000166] [CE 4.371 (4.127)] [KD 3.037 (2.876)] 2024-10-15 09:17:47,819 - Train: 86.26% [1079100/1251000] [862.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000166] [CE 4.425 (4.171)] [KD 3.040 (2.898)] 2024-10-15 09:17:55,503 - Train: 86.26% [1079150/1251000] [862.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000166] [CE 4.396 (4.128)] [KD 3.014 (2.869)] 2024-10-15 09:18:03,266 - Train: 86.27% [1079200/1251000] [862.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000166] [CE 4.275 (4.145)] [KD 3.026 (2.887)] 2024-10-15 09:18:10,877 - Train: 86.27% [1079250/1251000] [862.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000166] [CE 4.547 (4.156)] [KD 3.289 (2.842)] 2024-10-15 09:18:18,693 - Train: 86.27% [1079300/1251000] [862.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000166] [CE 3.941 (4.229)] [KD 2.863 (2.947)] 2024-10-15 09:18:26,332 - Train: 86.28% [1079350/1251000] [862.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000166] [CE 4.332 (4.198)] [KD 2.757 (2.901)] 2024-10-15 09:18:34,304 - Train: 86.28% [1079400/1251000] [862.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000166] [CE 4.161 (4.136)] [KD 2.892 (2.882)] 2024-10-15 09:18:42,090 - Train: 86.29% [1079450/1251000] [862.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000166] [CE 4.378 (4.134)] [KD 3.133 (2.879)] 2024-10-15 09:18:49,864 - Train: 86.29% [1079500/1251000] [862.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000166] [CE 3.986 (4.112)] [KD 2.844 (2.873)] 2024-10-15 09:18:57,700 - Train: 86.29% [1079550/1251000] [862.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000166] [CE 4.725 (4.167)] [KD 3.132 (2.878)] 2024-10-15 09:19:05,477 - Train: 86.30% [1079600/1251000] [863.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000165] [CE 4.447 (4.174)] [KD 3.027 (2.893)] 2024-10-15 09:19:13,030 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38340] [top5_cnt 46551] [top_all 50000] 2024-10-15 09:19:13,031 - net: 76.680 (93.102) 2024-10-15 09:19:19,026 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38953] [top5_cnt 46826] [top_all 50000] 2024-10-15 09:19:19,026 - net_E: 77.906 (93.652) 2024-10-15 09:19:19,210 - Max [top1: 76.680 (epoch: 863)] [top1-ema: 77.906 (epoch: 863)] 2024-10-15 09:19:19,211 - ==> Total time: 1 day, 19:17:02 Eta: 6:52:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:19:32,286 - Train: 86.30% [1079650/1251000] [863.0/1000.0] [batch_t 0.148 (0.163)] [data_t 0.005] [optim_t 0.143] [lr 0.000165] [CE 3.886 (4.192)] [KD 2.840 (2.899)] 2024-10-15 09:19:40,161 - Train: 86.31% [1079700/1251000] [863.1/1000.0] [batch_t 0.290 (0.157)] [data_t 0.003] [optim_t 0.288] [lr 0.000165] [CE 3.728 (4.145)] [KD 2.537 (2.832)] 2024-10-15 09:19:47,918 - Train: 86.31% [1079750/1251000] [863.1/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000165] [CE 4.399 (4.174)] [KD 3.232 (2.882)] 2024-10-15 09:19:55,677 - Train: 86.31% [1079800/1251000] [863.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000165] [CE 4.081 (4.124)] [KD 2.712 (2.848)] 2024-10-15 09:20:03,292 - Train: 86.32% [1079850/1251000] [863.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.000165] [CE 4.411 (4.174)] [KD 3.106 (2.859)] 2024-10-15 09:20:11,190 - Train: 86.32% [1079900/1251000] [863.2/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000165] [CE 4.509 (4.101)] [KD 3.080 (2.848)] 2024-10-15 09:20:18,970 - Train: 86.33% [1079950/1251000] [863.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000165] [CE 4.528 (4.141)] [KD 2.889 (2.855)] 2024-10-15 09:20:26,867 - Train: 86.33% [1080000/1251000] [863.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000165] [CE 4.056 (4.188)] [KD 2.758 (2.873)] 2024-10-15 09:20:34,588 - Train: 86.33% [1080050/1251000] [863.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.146] [lr 0.000165] [CE 4.026 (4.101)] [KD 2.824 (2.822)] 2024-10-15 09:20:42,341 - Train: 86.34% [1080100/1251000] [863.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000165] [CE 4.152 (4.126)] [KD 2.828 (2.843)] 2024-10-15 09:20:49,960 - Train: 86.34% [1080150/1251000] [863.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000165] [CE 3.715 (4.158)] [KD 2.741 (2.860)] 2024-10-15 09:20:57,627 - Train: 86.35% [1080200/1251000] [863.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000165] [CE 4.496 (4.103)] [KD 2.982 (2.815)] 2024-10-15 09:21:05,493 - Train: 86.35% [1080250/1251000] [863.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000164] [CE 4.663 (4.216)] [KD 3.114 (2.882)] 2024-10-15 09:21:13,716 - Train: 86.35% [1080300/1251000] [863.5/1000.0] [batch_t 0.292 (0.164)] [data_t 0.003] [optim_t 0.289] [lr 0.000164] [CE 3.719 (4.210)] [KD 2.624 (2.894)] 2024-10-15 09:21:21,473 - Train: 86.36% [1080350/1251000] [863.6/1000.0] [batch_t 0.279 (0.155)] [data_t 0.003] [optim_t 0.276] [lr 0.000164] [CE 4.404 (4.234)] [KD 3.056 (2.906)] 2024-10-15 09:21:29,206 - Train: 86.36% [1080400/1251000] [863.6/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000164] [CE 3.947 (4.168)] [KD 2.784 (2.899)] 2024-10-15 09:21:36,814 - Train: 86.37% [1080450/1251000] [863.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000164] [CE 4.581 (4.138)] [KD 3.189 (2.873)] 2024-10-15 09:21:44,440 - Train: 86.37% [1080500/1251000] [863.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000164] [CE 3.827 (4.140)] [KD 2.794 (2.863)] 2024-10-15 09:21:52,171 - Train: 86.37% [1080550/1251000] [863.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000164] [CE 4.234 (4.208)] [KD 2.958 (2.872)] 2024-10-15 09:22:00,033 - Train: 86.38% [1080600/1251000] [863.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000164] [CE 4.525 (4.243)] [KD 3.012 (2.937)] 2024-10-15 09:22:07,873 - Train: 86.38% [1080650/1251000] [863.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000164] [CE 3.642 (4.110)] [KD 2.809 (2.847)] 2024-10-15 09:22:15,648 - Train: 86.39% [1080700/1251000] [863.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000164] [CE 4.857 (4.197)] [KD 3.219 (2.916)] 2024-10-15 09:22:23,584 - Train: 86.39% [1080750/1251000] [863.9/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000164] [CE 3.631 (4.212)] [KD 2.638 (2.894)] 2024-10-15 09:22:31,137 - Train: 86.39% [1080800/1251000] [863.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000164] [CE 4.122 (4.132)] [KD 2.715 (2.863)] 2024-10-15 09:22:38,955 - Train: 86.40% [1080850/1251000] [864.0/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000164] [CE 4.435 (4.184)] [KD 2.998 (2.885)] 2024-10-15 09:22:47,162 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.112)] [top1_cnt 38204] [top5_cnt 46489] [top_all 50000] 2024-10-15 09:22:47,162 - net: 76.408 (92.978) 2024-10-15 09:22:53,261 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.110)] [top1_cnt 38964] [top5_cnt 46816] [top_all 50000] 2024-10-15 09:22:53,262 - net_E: 77.928 (93.632) 2024-10-15 09:22:53,459 - Max [top1: 76.680 (epoch: 863)] [top1-ema: 77.928 (epoch: 864)] 2024-10-15 09:22:53,459 - ==> Total time: 1 day, 19:20:36 Eta: 6:49:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:23:06,479 - Train: 86.40% [1080900/1251000] [864.0/1000.0] [batch_t 0.169 (0.169)] [data_t 0.003] [optim_t 0.166] [lr 0.000163] [CE 4.206 (4.133)] [KD 2.802 (2.903)] 2024-10-15 09:23:14,258 - Train: 86.41% [1080950/1251000] [864.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000163] [CE 4.644 (4.201)] [KD 3.159 (2.896)] 2024-10-15 09:23:21,984 - Train: 86.41% [1081000/1251000] [864.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000163] [CE 4.069 (4.164)] [KD 2.939 (2.894)] 2024-10-15 09:23:29,763 - Train: 86.41% [1081050/1251000] [864.1/1000.0] [batch_t 0.162 (0.155)] [data_t 0.003] [optim_t 0.158] [lr 0.000163] [CE 3.529 (4.168)] [KD 2.526 (2.855)] 2024-10-15 09:23:37,536 - Train: 86.42% [1081100/1251000] [864.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000163] [CE 3.995 (4.170)] [KD 2.712 (2.846)] 2024-10-15 09:23:45,472 - Train: 86.42% [1081150/1251000] [864.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000163] [CE 4.074 (4.100)] [KD 2.845 (2.838)] 2024-10-15 09:23:53,366 - Train: 86.43% [1081200/1251000] [864.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000163] [CE 4.172 (4.165)] [KD 2.923 (2.894)] 2024-10-15 09:24:00,982 - Train: 86.43% [1081250/1251000] [864.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000163] [CE 4.245 (4.213)] [KD 2.962 (2.863)] 2024-10-15 09:24:08,872 - Train: 86.43% [1081300/1251000] [864.3/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.154] [lr 0.000163] [CE 4.105 (4.155)] [KD 2.935 (2.870)] 2024-10-15 09:24:16,638 - Train: 86.44% [1081350/1251000] [864.4/1000.0] [batch_t 0.166 (0.155)] [data_t 0.003] [optim_t 0.162] [lr 0.000163] [CE 4.389 (4.250)] [KD 3.009 (2.932)] 2024-10-15 09:24:24,341 - Train: 86.44% [1081400/1251000] [864.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000163] [CE 4.284 (4.147)] [KD 2.981 (2.860)] 2024-10-15 09:24:32,064 - Train: 86.45% [1081450/1251000] [864.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000163] [CE 4.426 (4.229)] [KD 2.973 (2.886)] 2024-10-15 09:24:39,967 - Train: 86.45% [1081500/1251000] [864.5/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000163] [CE 3.875 (4.171)] [KD 2.881 (2.873)] 2024-10-15 09:24:47,631 - Train: 86.45% [1081550/1251000] [864.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000162] [CE 3.950 (4.133)] [KD 2.787 (2.900)] 2024-10-15 09:24:55,339 - Train: 86.46% [1081600/1251000] [864.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000162] [CE 4.310 (4.144)] [KD 2.933 (2.879)] 2024-10-15 09:25:03,117 - Train: 86.46% [1081650/1251000] [864.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000162] [CE 3.731 (4.161)] [KD 2.724 (2.834)] 2024-10-15 09:25:11,002 - Train: 86.47% [1081700/1251000] [864.7/1000.0] [batch_t 0.265 (0.158)] [data_t 0.005] [optim_t 0.260] [lr 0.000162] [CE 4.231 (4.175)] [KD 2.788 (2.874)] 2024-10-15 09:25:18,601 - Train: 86.47% [1081750/1251000] [864.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000162] [CE 4.013 (4.125)] [KD 2.787 (2.832)] 2024-10-15 09:25:26,324 - Train: 86.47% [1081800/1251000] [864.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000162] [CE 3.600 (4.200)] [KD 2.518 (2.892)] 2024-10-15 09:25:34,061 - Train: 86.48% [1081850/1251000] [864.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000162] [CE 4.307 (4.146)] [KD 3.002 (2.844)] 2024-10-15 09:25:41,806 - Train: 86.48% [1081900/1251000] [864.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000162] [CE 4.382 (4.175)] [KD 3.027 (2.872)] 2024-10-15 09:25:49,593 - Train: 86.49% [1081950/1251000] [864.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000162] [CE 4.260 (4.088)] [KD 3.053 (2.835)] 2024-10-15 09:25:57,469 - Train: 86.49% [1082000/1251000] [864.9/1000.0] [batch_t 0.157 (0.157)] [data_t 0.005] [optim_t 0.152] [lr 0.000162] [CE 4.357 (4.204)] [KD 2.896 (2.892)] 2024-10-15 09:26:05,556 - Train: 86.49% [1082050/1251000] [864.9/1000.0] [batch_t 0.156 (0.162)] [data_t 0.004] [optim_t 0.152] [lr 0.000162] [CE 4.279 (4.190)] [KD 3.097 (2.887)] 2024-10-15 09:26:13,237 - Train: 86.50% [1082100/1251000] [865.0/1000.0] [batch_t 0.162 (0.153)] [data_t 0.009] [optim_t 0.153] [lr 0.000162] [CE 4.651 (4.160)] [KD 3.023 (2.877)] 2024-10-15 09:26:20,989 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38208] [top5_cnt 46540] [top_all 50000] 2024-10-15 09:26:20,990 - net: 76.416 (93.080) 2024-10-15 09:26:26,740 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38971] [top5_cnt 46828] [top_all 50000] 2024-10-15 09:26:26,740 - net_E: 77.942 (93.656) 2024-10-15 09:26:26,877 - Max [top1: 76.680 (epoch: 863)] [top1-ema: 77.942 (epoch: 865)] 2024-10-15 09:26:26,878 - ==> Total time: 1 day, 19:24:10 Eta: 6:46:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:26:38,823 - Train: 86.50% [1082150/1251000] [865.0/1000.0] [batch_t 0.148 (0.165)] [data_t 0.004] [optim_t 0.144] [lr 0.000162] [CE 4.243 (4.214)] [KD 2.825 (2.886)] 2024-10-15 09:26:46,397 - Train: 86.51% [1082200/1251000] [865.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000161] [CE 4.192 (4.136)] [KD 2.791 (2.849)] 2024-10-15 09:26:54,123 - Train: 86.51% [1082250/1251000] [865.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000161] [CE 4.114 (4.120)] [KD 2.565 (2.812)] 2024-10-15 09:27:02,027 - Train: 86.51% [1082300/1251000] [865.1/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000161] [CE 4.431 (4.093)] [KD 3.033 (2.862)] 2024-10-15 09:27:09,877 - Train: 86.52% [1082350/1251000] [865.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000161] [CE 4.035 (4.140)] [KD 2.726 (2.862)] 2024-10-15 09:27:17,486 - Train: 86.52% [1082400/1251000] [865.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000161] [CE 4.107 (4.188)] [KD 2.856 (2.857)] 2024-10-15 09:27:25,206 - Train: 86.53% [1082450/1251000] [865.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000161] [CE 4.049 (4.134)] [KD 2.841 (2.806)] 2024-10-15 09:27:32,957 - Train: 86.53% [1082500/1251000] [865.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000161] [CE 4.006 (4.119)] [KD 2.700 (2.855)] 2024-10-15 09:27:40,937 - Train: 86.53% [1082550/1251000] [865.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000161] [CE 4.126 (4.110)] [KD 2.874 (2.871)] 2024-10-15 09:27:48,669 - Train: 86.54% [1082600/1251000] [865.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000161] [CE 4.353 (4.183)] [KD 2.921 (2.848)] 2024-10-15 09:27:56,330 - Train: 86.54% [1082650/1251000] [865.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000161] [CE 4.710 (4.118)] [KD 3.251 (2.839)] 2024-10-15 09:28:04,278 - Train: 86.55% [1082700/1251000] [865.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000161] [CE 4.170 (4.193)] [KD 2.874 (2.880)] 2024-10-15 09:28:12,111 - Train: 86.55% [1082750/1251000] [865.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000161] [CE 3.857 (4.070)] [KD 2.736 (2.823)] 2024-10-15 09:28:19,817 - Train: 86.55% [1082800/1251000] [865.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000161] [CE 4.362 (4.163)] [KD 3.162 (2.903)] 2024-10-15 09:28:27,737 - Train: 86.56% [1082850/1251000] [865.6/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000160] [CE 4.127 (4.098)] [KD 2.760 (2.846)] 2024-10-15 09:28:35,625 - Train: 86.56% [1082900/1251000] [865.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000160] [CE 3.552 (4.112)] [KD 2.492 (2.828)] 2024-10-15 09:28:43,287 - Train: 86.57% [1082950/1251000] [865.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000160] [CE 4.800 (4.190)] [KD 3.177 (2.888)] 2024-10-15 09:28:51,240 - Train: 86.57% [1083000/1251000] [865.7/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000160] [CE 3.813 (4.165)] [KD 2.770 (2.842)] 2024-10-15 09:28:59,027 - Train: 86.57% [1083050/1251000] [865.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000160] [CE 4.167 (4.111)] [KD 2.653 (2.841)] 2024-10-15 09:29:06,872 - Train: 86.58% [1083100/1251000] [865.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000160] [CE 4.151 (4.157)] [KD 2.871 (2.875)] 2024-10-15 09:29:14,611 - Train: 86.58% [1083150/1251000] [865.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000160] [CE 3.932 (4.158)] [KD 2.775 (2.881)] 2024-10-15 09:29:22,335 - Train: 86.59% [1083200/1251000] [865.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000160] [CE 4.240 (4.146)] [KD 2.867 (2.847)] 2024-10-15 09:29:30,034 - Train: 86.59% [1083250/1251000] [865.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000160] [CE 4.409 (4.158)] [KD 3.056 (2.866)] 2024-10-15 09:29:37,884 - Train: 86.59% [1083300/1251000] [865.9/1000.0] [batch_t 0.256 (0.157)] [data_t 0.004] [optim_t 0.252] [lr 0.000160] [CE 4.298 (4.162)] [KD 2.816 (2.862)] 2024-10-15 09:29:45,519 - Train: 86.60% [1083350/1251000] [866.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000160] [CE 4.256 (4.145)] [KD 2.954 (2.853)] 2024-10-15 09:29:53,398 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.102)] [top1_cnt 38429] [top5_cnt 46593] [top_all 50000] 2024-10-15 09:29:53,398 - net: 76.858 (93.186) 2024-10-15 09:29:59,289 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.102)] [top1_cnt 38947] [top5_cnt 46831] [top_all 50000] 2024-10-15 09:29:59,290 - net_E: 77.894 (93.662) 2024-10-15 09:29:59,458 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.942 (epoch: 865)] 2024-10-15 09:29:59,458 - ==> Total time: 1 day, 19:27:42 Eta: 6:43:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:30:17,126 - Train: 86.60% [1083400/1251000] [866.0/1000.0] [batch_t 0.152 (0.184)] [data_t 0.004] [optim_t 0.147] [lr 0.000160] [CE 4.088 (4.200)] [KD 3.022 (2.914)] 2024-10-15 09:30:24,746 - Train: 86.61% [1083450/1251000] [866.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000160] [CE 3.543 (4.140)] [KD 2.555 (2.830)] 2024-10-15 09:30:32,367 - Train: 86.61% [1083500/1251000] [866.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000159] [CE 3.566 (4.169)] [KD 2.585 (2.852)] 2024-10-15 09:30:40,113 - Train: 86.61% [1083550/1251000] [866.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000159] [CE 3.943 (4.074)] [KD 2.695 (2.824)] 2024-10-15 09:30:47,777 - Train: 86.62% [1083600/1251000] [866.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000159] [CE 4.039 (4.078)] [KD 2.839 (2.798)] 2024-10-15 09:30:55,543 - Train: 86.62% [1083650/1251000] [866.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000159] [CE 3.922 (4.250)] [KD 2.810 (2.892)] 2024-10-15 09:31:03,296 - Train: 86.63% [1083700/1251000] [866.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000159] [CE 3.916 (4.199)] [KD 2.803 (2.881)] 2024-10-15 09:31:11,151 - Train: 86.63% [1083750/1251000] [866.3/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.152] [lr 0.000159] [CE 4.058 (4.221)] [KD 2.762 (2.886)] 2024-10-15 09:31:19,057 - Train: 86.63% [1083800/1251000] [866.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000159] [CE 4.093 (4.146)] [KD 2.781 (2.838)] 2024-10-15 09:31:26,796 - Train: 86.64% [1083850/1251000] [866.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000159] [CE 3.698 (4.150)] [KD 2.424 (2.866)] 2024-10-15 09:31:34,448 - Train: 86.64% [1083900/1251000] [866.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000159] [CE 4.035 (4.168)] [KD 2.749 (2.864)] 2024-10-15 09:31:42,346 - Train: 86.65% [1083950/1251000] [866.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000159] [CE 4.060 (4.086)] [KD 2.890 (2.824)] 2024-10-15 09:31:50,138 - Train: 86.65% [1084000/1251000] [866.5/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000159] [CE 4.432 (4.196)] [KD 3.087 (2.886)] 2024-10-15 09:31:57,761 - Train: 86.65% [1084050/1251000] [866.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000159] [CE 4.231 (4.191)] [KD 2.987 (2.891)] 2024-10-15 09:32:05,643 - Train: 86.66% [1084100/1251000] [866.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000159] [CE 4.399 (4.216)] [KD 2.946 (2.899)] 2024-10-15 09:32:13,273 - Train: 86.66% [1084150/1251000] [866.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000158] [CE 4.449 (4.073)] [KD 3.019 (2.809)] 2024-10-15 09:32:20,908 - Train: 86.67% [1084200/1251000] [866.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000158] [CE 4.187 (4.203)] [KD 2.684 (2.872)] 2024-10-15 09:32:28,897 - Train: 86.67% [1084250/1251000] [866.7/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000158] [CE 4.148 (4.204)] [KD 2.690 (2.835)] 2024-10-15 09:32:36,677 - Train: 86.67% [1084300/1251000] [866.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000158] [CE 3.796 (4.164)] [KD 2.694 (2.874)] 2024-10-15 09:32:44,340 - Train: 86.68% [1084350/1251000] [866.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000158] [CE 4.575 (4.160)] [KD 3.015 (2.855)] 2024-10-15 09:32:52,312 - Train: 86.68% [1084400/1251000] [866.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000158] [CE 4.135 (4.138)] [KD 2.925 (2.862)] 2024-10-15 09:33:00,082 - Train: 86.69% [1084450/1251000] [866.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000158] [CE 3.355 (4.217)] [KD 2.545 (2.875)] 2024-10-15 09:33:07,747 - Train: 86.69% [1084500/1251000] [866.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000158] [CE 4.350 (4.144)] [KD 3.011 (2.859)] 2024-10-15 09:33:15,408 - Train: 86.69% [1084550/1251000] [866.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000158] [CE 4.964 (4.218)] [KD 3.212 (2.881)] 2024-10-15 09:33:23,009 - Train: 86.70% [1084600/1251000] [867.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000158] [CE 4.431 (4.121)] [KD 2.942 (2.847)] 2024-10-15 09:33:31,173 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38249] [top5_cnt 46586] [top_all 50000] 2024-10-15 09:33:31,173 - net: 76.498 (93.172) 2024-10-15 09:33:37,030 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38967] [top5_cnt 46819] [top_all 50000] 2024-10-15 09:33:37,031 - net_E: 77.934 (93.638) 2024-10-15 09:33:37,217 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.942 (epoch: 865)] 2024-10-15 09:33:37,217 - ==> Total time: 1 day, 19:31:20 Eta: 6:40:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:33:44,811 - Train: 86.70% [1084650/1251000] [867.0/1000.0] [batch_t 0.154 (0.169)] [data_t 0.004] [optim_t 0.150] [lr 0.000158] [CE 3.889 (4.069)] [KD 2.640 (2.789)] 2024-10-15 09:33:52,981 - Train: 86.71% [1084700/1251000] [867.1/1000.0] [batch_t 0.155 (0.163)] [data_t 0.004] [optim_t 0.151] [lr 0.000158] [CE 3.829 (4.149)] [KD 2.727 (2.837)] 2024-10-15 09:34:00,577 - Train: 86.71% [1084750/1251000] [867.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000158] [CE 4.093 (4.158)] [KD 2.765 (2.829)] 2024-10-15 09:34:08,190 - Train: 86.71% [1084800/1251000] [867.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000157] [CE 4.471 (4.199)] [KD 3.008 (2.866)] 2024-10-15 09:34:15,864 - Train: 86.72% [1084850/1251000] [867.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000157] [CE 4.211 (4.173)] [KD 3.015 (2.874)] 2024-10-15 09:34:23,405 - Train: 86.72% [1084900/1251000] [867.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000157] [CE 4.610 (4.143)] [KD 3.004 (2.841)] 2024-10-15 09:34:31,129 - Train: 86.73% [1084950/1251000] [867.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000157] [CE 3.906 (4.230)] [KD 2.627 (2.899)] 2024-10-15 09:34:38,739 - Train: 86.73% [1085000/1251000] [867.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000157] [CE 3.756 (4.089)] [KD 2.679 (2.825)] 2024-10-15 09:34:46,368 - Train: 86.73% [1085050/1251000] [867.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000157] [CE 4.242 (4.152)] [KD 3.004 (2.835)] 2024-10-15 09:34:54,462 - Train: 86.74% [1085100/1251000] [867.4/1000.0] [batch_t 0.263 (0.162)] [data_t 0.004] [optim_t 0.258] [lr 0.000157] [CE 4.270 (4.092)] [KD 2.928 (2.805)] 2024-10-15 09:35:02,219 - Train: 86.74% [1085150/1251000] [867.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000157] [CE 4.298 (4.178)] [KD 3.062 (2.851)] 2024-10-15 09:35:10,040 - Train: 86.75% [1085200/1251000] [867.5/1000.0] [batch_t 0.276 (0.156)] [data_t 0.005] [optim_t 0.272] [lr 0.000157] [CE 4.473 (4.088)] [KD 2.980 (2.797)] 2024-10-15 09:35:17,747 - Train: 86.75% [1085250/1251000] [867.5/1000.0] [batch_t 0.273 (0.154)] [data_t 0.004] [optim_t 0.269] [lr 0.000157] [CE 4.502 (4.157)] [KD 3.111 (2.866)] 2024-10-15 09:35:25,349 - Train: 86.75% [1085300/1251000] [867.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000157] [CE 4.177 (4.149)] [KD 2.801 (2.838)] 2024-10-15 09:35:32,939 - Train: 86.76% [1085350/1251000] [867.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000157] [CE 4.303 (4.199)] [KD 2.843 (2.846)] 2024-10-15 09:35:40,546 - Train: 86.76% [1085400/1251000] [867.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000157] [CE 3.839 (4.084)] [KD 2.712 (2.817)] 2024-10-15 09:35:48,178 - Train: 86.77% [1085450/1251000] [867.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000156] [CE 4.825 (4.177)] [KD 3.116 (2.896)] 2024-10-15 09:35:56,088 - Train: 86.77% [1085500/1251000] [867.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000156] [CE 4.349 (4.166)] [KD 3.069 (2.860)] 2024-10-15 09:36:04,194 - Train: 86.77% [1085550/1251000] [867.7/1000.0] [batch_t 0.150 (0.162)] [data_t 0.003] [optim_t 0.147] [lr 0.000156] [CE 4.320 (4.193)] [KD 2.800 (2.876)] 2024-10-15 09:36:11,821 - Train: 86.78% [1085600/1251000] [867.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000156] [CE 4.394 (4.136)] [KD 2.812 (2.832)] 2024-10-15 09:36:19,366 - Train: 86.78% [1085650/1251000] [867.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000156] [CE 4.322 (4.173)] [KD 3.131 (2.871)] 2024-10-15 09:36:27,075 - Train: 86.79% [1085700/1251000] [867.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000156] [CE 4.517 (4.192)] [KD 3.107 (2.869)] 2024-10-15 09:36:34,646 - Train: 86.79% [1085750/1251000] [867.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000156] [CE 3.728 (4.116)] [KD 2.636 (2.848)] 2024-10-15 09:36:42,320 - Train: 86.79% [1085800/1251000] [867.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000156] [CE 3.942 (4.122)] [KD 2.693 (2.822)] 2024-10-15 09:36:50,019 - Train: 86.80% [1085850/1251000] [868.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000156] [CE 3.983 (4.085)] [KD 2.586 (2.815)] 2024-10-15 09:36:58,288 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38152] [top5_cnt 46446] [top_all 50000] 2024-10-15 09:36:58,289 - net: 76.304 (92.892) 2024-10-15 09:37:04,012 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 38951] [top5_cnt 46835] [top_all 50000] 2024-10-15 09:37:04,013 - net_E: 77.902 (93.670) 2024-10-15 09:37:04,185 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.942 (epoch: 865)] 2024-10-15 09:37:04,186 - ==> Total time: 1 day, 19:34:47 Eta: 6:37:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:37:12,901 - Train: 86.80% [1085900/1251000] [868.0/1000.0] [batch_t 0.154 (0.164)] [data_t 0.005] [optim_t 0.149] [lr 0.000156] [CE 3.741 (4.094)] [KD 2.633 (2.792)] 2024-10-15 09:37:20,984 - Train: 86.81% [1085950/1251000] [868.1/1000.0] [batch_t 0.151 (0.162)] [data_t 0.004] [optim_t 0.147] [lr 0.000156] [CE 4.302 (4.213)] [KD 2.978 (2.846)] 2024-10-15 09:37:28,598 - Train: 86.81% [1086000/1251000] [868.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000156] [CE 4.382 (4.139)] [KD 3.002 (2.823)] 2024-10-15 09:37:36,511 - Train: 86.81% [1086050/1251000] [868.1/1000.0] [batch_t 0.154 (0.158)] [data_t 0.003] [optim_t 0.151] [lr 0.000156] [CE 4.315 (4.102)] [KD 2.969 (2.811)] 2024-10-15 09:37:44,125 - Train: 86.82% [1086100/1251000] [868.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000156] [CE 4.125 (4.088)] [KD 2.656 (2.812)] 2024-10-15 09:37:51,776 - Train: 86.82% [1086150/1251000] [868.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000155] [CE 4.444 (4.142)] [KD 3.060 (2.849)] 2024-10-15 09:37:59,451 - Train: 86.83% [1086200/1251000] [868.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000155] [CE 4.164 (4.213)] [KD 2.794 (2.883)] 2024-10-15 09:38:07,211 - Train: 86.83% [1086250/1251000] [868.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000155] [CE 3.990 (4.122)] [KD 2.612 (2.840)] 2024-10-15 09:38:15,188 - Train: 86.83% [1086300/1251000] [868.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000155] [CE 4.247 (4.132)] [KD 2.865 (2.825)] 2024-10-15 09:38:22,965 - Train: 86.84% [1086350/1251000] [868.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000155] [CE 4.515 (4.107)] [KD 2.802 (2.824)] 2024-10-15 09:38:30,650 - Train: 86.84% [1086400/1251000] [868.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000155] [CE 4.441 (4.115)] [KD 3.075 (2.820)] 2024-10-15 09:38:38,226 - Train: 86.85% [1086450/1251000] [868.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000155] [CE 4.215 (4.163)] [KD 2.912 (2.854)] 2024-10-15 09:38:45,921 - Train: 86.85% [1086500/1251000] [868.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000155] [CE 4.652 (4.229)] [KD 3.074 (2.875)] 2024-10-15 09:38:53,557 - Train: 86.85% [1086550/1251000] [868.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000155] [CE 4.339 (4.143)] [KD 3.075 (2.837)] 2024-10-15 09:39:01,097 - Train: 86.86% [1086600/1251000] [868.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000155] [CE 4.401 (4.135)] [KD 2.954 (2.826)] 2024-10-15 09:39:08,720 - Train: 86.86% [1086650/1251000] [868.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000155] [CE 3.800 (4.201)] [KD 2.600 (2.886)] 2024-10-15 09:39:16,646 - Train: 86.87% [1086700/1251000] [868.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000155] [CE 4.175 (4.205)] [KD 2.985 (2.881)] 2024-10-15 09:39:24,481 - Train: 86.87% [1086750/1251000] [868.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000155] [CE 4.267 (4.207)] [KD 3.061 (2.883)] 2024-10-15 09:39:32,301 - Train: 86.87% [1086800/1251000] [868.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000154] [CE 4.484 (4.187)] [KD 3.151 (2.857)] 2024-10-15 09:39:39,864 - Train: 86.88% [1086850/1251000] [868.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000154] [CE 4.089 (4.192)] [KD 2.919 (2.866)] 2024-10-15 09:39:47,443 - Train: 86.88% [1086900/1251000] [868.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000154] [CE 4.319 (4.158)] [KD 3.147 (2.849)] 2024-10-15 09:39:55,114 - Train: 86.89% [1086950/1251000] [868.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000154] [CE 4.463 (4.105)] [KD 3.000 (2.800)] 2024-10-15 09:40:02,720 - Train: 86.89% [1087000/1251000] [868.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000154] [CE 4.523 (4.202)] [KD 3.163 (2.862)] 2024-10-15 09:40:10,324 - Train: 86.89% [1087050/1251000] [868.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000154] [CE 3.781 (4.095)] [KD 2.642 (2.816)] 2024-10-15 09:40:18,018 - Train: 86.90% [1087100/1251000] [869.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000154] [CE 4.196 (4.214)] [KD 2.710 (2.874)] 2024-10-15 09:40:26,843 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38377] [top5_cnt 46556] [top_all 50000] 2024-10-15 09:40:26,843 - net: 76.754 (93.112) 2024-10-15 09:40:32,548 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.099)] [top1_cnt 38956] [top5_cnt 46842] [top_all 50000] 2024-10-15 09:40:32,548 - net_E: 77.912 (93.684) 2024-10-15 09:40:32,727 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.942 (epoch: 865)] 2024-10-15 09:40:32,727 - ==> Total time: 1 day, 19:38:15 Eta: 6:34:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:40:39,752 - Train: 86.90% [1087150/1251000] [869.0/1000.0] [batch_t 0.148 (0.173)] [data_t 0.004] [optim_t 0.144] [lr 0.000154] [CE 4.074 (4.088)] [KD 2.712 (2.792)] 2024-10-15 09:40:47,346 - Train: 86.91% [1087200/1251000] [869.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000154] [CE 4.416 (4.156)] [KD 2.972 (2.825)] 2024-10-15 09:40:55,114 - Train: 86.91% [1087250/1251000] [869.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000154] [CE 3.552 (4.087)] [KD 2.662 (2.821)] 2024-10-15 09:41:02,873 - Train: 86.91% [1087300/1251000] [869.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000154] [CE 4.554 (4.162)] [KD 3.089 (2.827)] 2024-10-15 09:41:10,484 - Train: 86.92% [1087350/1251000] [869.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000154] [CE 4.260 (4.095)] [KD 2.910 (2.814)] 2024-10-15 09:41:18,343 - Train: 86.92% [1087400/1251000] [869.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000154] [CE 4.405 (4.203)] [KD 2.739 (2.877)] 2024-10-15 09:41:26,039 - Train: 86.93% [1087450/1251000] [869.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000154] [CE 4.376 (4.116)] [KD 3.020 (2.834)] 2024-10-15 09:41:33,692 - Train: 86.93% [1087500/1251000] [869.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.147] [lr 0.000153] [CE 4.031 (4.193)] [KD 2.643 (2.850)] 2024-10-15 09:41:41,855 - Train: 86.93% [1087550/1251000] [869.3/1000.0] [batch_t 0.160 (0.163)] [data_t 0.003] [optim_t 0.157] [lr 0.000153] [CE 3.992 (4.180)] [KD 2.869 (2.826)] 2024-10-15 09:41:49,677 - Train: 86.94% [1087600/1251000] [869.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000153] [CE 4.263 (4.156)] [KD 2.768 (2.855)] 2024-10-15 09:41:57,588 - Train: 86.94% [1087650/1251000] [869.4/1000.0] [batch_t 0.255 (0.158)] [data_t 0.004] [optim_t 0.251] [lr 0.000153] [CE 3.936 (4.135)] [KD 2.651 (2.817)] 2024-10-15 09:42:05,287 - Train: 86.95% [1087700/1251000] [869.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000153] [CE 4.809 (4.102)] [KD 3.121 (2.820)] 2024-10-15 09:42:12,878 - Train: 86.95% [1087750/1251000] [869.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000153] [CE 4.584 (4.187)] [KD 3.005 (2.855)] 2024-10-15 09:42:20,493 - Train: 86.95% [1087800/1251000] [869.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000153] [CE 4.239 (4.168)] [KD 2.842 (2.855)] 2024-10-15 09:42:28,328 - Train: 86.96% [1087850/1251000] [869.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000153] [CE 4.126 (4.166)] [KD 2.968 (2.862)] 2024-10-15 09:42:35,891 - Train: 86.96% [1087900/1251000] [869.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000153] [CE 4.081 (4.175)] [KD 2.914 (2.851)] 2024-10-15 09:42:43,730 - Train: 86.97% [1087950/1251000] [869.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000153] [CE 4.056 (4.150)] [KD 2.862 (2.849)] 2024-10-15 09:42:51,553 - Train: 86.97% [1088000/1251000] [869.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000153] [CE 4.137 (4.146)] [KD 2.833 (2.833)] 2024-10-15 09:42:59,237 - Train: 86.97% [1088050/1251000] [869.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000153] [CE 4.423 (4.141)] [KD 2.929 (2.842)] 2024-10-15 09:43:07,131 - Train: 86.98% [1088100/1251000] [869.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000153] [CE 3.819 (4.120)] [KD 2.713 (2.826)] 2024-10-15 09:43:14,984 - Train: 86.98% [1088150/1251000] [869.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000152] [CE 4.062 (4.135)] [KD 3.001 (2.837)] 2024-10-15 09:43:22,571 - Train: 86.99% [1088200/1251000] [869.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000152] [CE 4.306 (4.174)] [KD 2.847 (2.845)] 2024-10-15 09:43:30,424 - Train: 86.99% [1088250/1251000] [869.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000152] [CE 4.260 (4.163)] [KD 2.871 (2.822)] 2024-10-15 09:43:38,085 - Train: 86.99% [1088300/1251000] [869.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000152] [CE 3.722 (4.127)] [KD 2.619 (2.818)] 2024-10-15 09:43:45,711 - Train: 87.00% [1088350/1251000] [870.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000152] [CE 4.350 (4.106)] [KD 2.932 (2.824)] 2024-10-15 09:43:54,255 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 38358] [top5_cnt 46565] [top_all 50000] 2024-10-15 09:43:54,256 - net: 76.716 (93.130) 2024-10-15 09:44:00,145 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38975] [top5_cnt 46859] [top_all 50000] 2024-10-15 09:44:00,145 - net_E: 77.950 (93.718) 2024-10-15 09:44:00,289 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.950 (epoch: 870)] 2024-10-15 09:44:00,289 - ==> Total time: 1 day, 19:41:43 Eta: 6:31:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:44:15,910 - Train: 87.00% [1088400/1251000] [870.0/1000.0] [batch_t 0.148 (0.176)] [data_t 0.003] [optim_t 0.145] [lr 0.000152] [CE 4.105 (4.128)] [KD 2.739 (2.843)] 2024-10-15 09:44:23,882 - Train: 87.01% [1088450/1251000] [870.1/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000152] [CE 3.958 (4.179)] [KD 2.705 (2.841)] 2024-10-15 09:44:31,746 - Train: 87.01% [1088500/1251000] [870.1/1000.0] [batch_t 0.145 (0.157)] [data_t 0.003] [optim_t 0.142] [lr 0.000152] [CE 4.660 (4.146)] [KD 3.112 (2.828)] 2024-10-15 09:44:39,335 - Train: 87.01% [1088550/1251000] [870.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000152] [CE 4.433 (4.175)] [KD 2.951 (2.856)] 2024-10-15 09:44:46,930 - Train: 87.02% [1088600/1251000] [870.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000152] [CE 4.284 (4.206)] [KD 2.901 (2.857)] 2024-10-15 09:44:54,519 - Train: 87.02% [1088650/1251000] [870.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000152] [CE 3.950 (4.106)] [KD 2.824 (2.803)] 2024-10-15 09:45:02,273 - Train: 87.03% [1088700/1251000] [870.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000152] [CE 4.329 (4.132)] [KD 2.986 (2.840)] 2024-10-15 09:45:10,099 - Train: 87.03% [1088750/1251000] [870.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000152] [CE 3.303 (4.158)] [KD 2.390 (2.838)] 2024-10-15 09:45:18,152 - Train: 87.03% [1088800/1251000] [870.3/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000151] [CE 4.067 (4.133)] [KD 2.739 (2.845)] 2024-10-15 09:45:25,931 - Train: 87.04% [1088850/1251000] [870.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000151] [CE 4.193 (4.009)] [KD 2.790 (2.768)] 2024-10-15 09:45:33,581 - Train: 87.04% [1088900/1251000] [870.4/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000151] [CE 3.919 (4.106)] [KD 2.778 (2.822)] 2024-10-15 09:45:41,213 - Train: 87.05% [1088950/1251000] [870.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000151] [CE 3.603 (4.134)] [KD 2.716 (2.811)] 2024-10-15 09:45:48,964 - Train: 87.05% [1089000/1251000] [870.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000151] [CE 4.824 (4.144)] [KD 3.274 (2.835)] 2024-10-15 09:45:56,664 - Train: 87.05% [1089050/1251000] [870.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000151] [CE 4.372 (4.207)] [KD 2.905 (2.882)] 2024-10-15 09:46:04,404 - Train: 87.06% [1089100/1251000] [870.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000151] [CE 3.961 (4.195)] [KD 2.688 (2.846)] 2024-10-15 09:46:11,996 - Train: 87.06% [1089150/1251000] [870.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000151] [CE 4.227 (4.156)] [KD 2.865 (2.832)] 2024-10-15 09:46:19,866 - Train: 87.07% [1089200/1251000] [870.7/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000151] [CE 4.592 (4.218)] [KD 3.003 (2.874)] 2024-10-15 09:46:28,053 - Train: 87.07% [1089250/1251000] [870.7/1000.0] [batch_t 0.151 (0.164)] [data_t 0.004] [optim_t 0.148] [lr 0.000151] [CE 3.616 (4.162)] [KD 2.544 (2.845)] 2024-10-15 09:46:35,673 - Train: 87.07% [1089300/1251000] [870.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000151] [CE 4.200 (4.177)] [KD 2.782 (2.863)] 2024-10-15 09:46:43,577 - Train: 87.08% [1089350/1251000] [870.8/1000.0] [batch_t 0.275 (0.158)] [data_t 0.004] [optim_t 0.271] [lr 0.000151] [CE 4.056 (4.127)] [KD 2.843 (2.793)] 2024-10-15 09:46:51,176 - Train: 87.08% [1089400/1251000] [870.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.003] [optim_t 0.154] [lr 0.000151] [CE 4.280 (4.182)] [KD 2.990 (2.845)] 2024-10-15 09:46:58,794 - Train: 87.09% [1089450/1251000] [870.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000151] [CE 3.661 (4.224)] [KD 2.622 (2.862)] 2024-10-15 09:47:06,429 - Train: 87.09% [1089500/1251000] [870.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000150] [CE 3.569 (4.167)] [KD 2.533 (2.848)] 2024-10-15 09:47:14,180 - Train: 87.09% [1089550/1251000] [870.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000150] [CE 3.869 (4.184)] [KD 2.743 (2.844)] 2024-10-15 09:47:22,090 - Train: 87.10% [1089600/1251000] [871.0/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000150] [CE 4.225 (4.196)] [KD 2.810 (2.866)] 2024-10-15 09:47:31,016 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38307] [top5_cnt 46555] [top_all 50000] 2024-10-15 09:47:31,017 - net: 76.614 (93.110) 2024-10-15 09:47:36,838 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38995] [top5_cnt 46875] [top_all 50000] 2024-10-15 09:47:36,839 - net_E: 77.990 (93.750) 2024-10-15 09:47:36,962 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 09:47:36,963 - ==> Total time: 1 day, 19:45:20 Eta: 6:28:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:47:49,228 - Train: 87.10% [1089650/1251000] [871.0/1000.0] [batch_t 0.296 (0.181)] [data_t 0.004] [optim_t 0.291] [lr 0.000150] [CE 4.465 (4.078)] [KD 2.811 (2.824)] 2024-10-15 09:47:56,826 - Train: 87.11% [1089700/1251000] [871.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000150] [CE 4.258 (4.106)] [KD 2.959 (2.818)] 2024-10-15 09:48:04,427 - Train: 87.11% [1089750/1251000] [871.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000150] [CE 3.849 (4.058)] [KD 2.665 (2.756)] 2024-10-15 09:48:12,177 - Train: 87.11% [1089800/1251000] [871.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000150] [CE 4.239 (4.182)] [KD 2.821 (2.864)] 2024-10-15 09:48:19,882 - Train: 87.12% [1089850/1251000] [871.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000150] [CE 4.112 (4.104)] [KD 2.761 (2.825)] 2024-10-15 09:48:27,444 - Train: 87.12% [1089900/1251000] [871.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000150] [CE 4.288 (4.158)] [KD 2.937 (2.842)] 2024-10-15 09:48:35,123 - Train: 87.13% [1089950/1251000] [871.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000150] [CE 4.213 (4.107)] [KD 2.703 (2.807)] 2024-10-15 09:48:42,978 - Train: 87.13% [1090000/1251000] [871.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000150] [CE 4.140 (4.037)] [KD 2.762 (2.746)] 2024-10-15 09:48:50,885 - Train: 87.13% [1090050/1251000] [871.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000150] [CE 3.767 (4.189)] [KD 2.472 (2.851)] 2024-10-15 09:48:58,589 - Train: 87.14% [1090100/1251000] [871.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000150] [CE 4.302 (4.189)] [KD 2.905 (2.875)] 2024-10-15 09:49:06,174 - Train: 87.14% [1090150/1251000] [871.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000150] [CE 4.289 (4.164)] [KD 2.975 (2.856)] 2024-10-15 09:49:13,833 - Train: 87.15% [1090200/1251000] [871.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000149] [CE 4.184 (4.146)] [KD 2.976 (2.848)] 2024-10-15 09:49:21,565 - Train: 87.15% [1090250/1251000] [871.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000149] [CE 3.711 (4.135)] [KD 2.578 (2.840)] 2024-10-15 09:49:29,171 - Train: 87.15% [1090300/1251000] [871.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000149] [CE 4.168 (4.134)] [KD 2.683 (2.827)] 2024-10-15 09:49:36,728 - Train: 87.16% [1090350/1251000] [871.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000149] [CE 4.037 (4.173)] [KD 2.825 (2.829)] 2024-10-15 09:49:44,377 - Train: 87.16% [1090400/1251000] [871.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000149] [CE 3.886 (4.137)] [KD 2.596 (2.829)] 2024-10-15 09:49:52,403 - Train: 87.17% [1090450/1251000] [871.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000149] [CE 4.148 (4.107)] [KD 2.686 (2.779)] 2024-10-15 09:50:00,077 - Train: 87.17% [1090500/1251000] [871.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000149] [CE 4.149 (4.196)] [KD 2.851 (2.870)] 2024-10-15 09:50:07,812 - Train: 87.17% [1090550/1251000] [871.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000149] [CE 4.291 (4.166)] [KD 2.980 (2.841)] 2024-10-15 09:50:15,393 - Train: 87.18% [1090600/1251000] [871.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000149] [CE 3.930 (4.217)] [KD 2.587 (2.855)] 2024-10-15 09:50:23,078 - Train: 87.18% [1090650/1251000] [871.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000149] [CE 3.709 (4.127)] [KD 2.474 (2.798)] 2024-10-15 09:50:30,768 - Train: 87.19% [1090700/1251000] [871.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000149] [CE 3.896 (4.108)] [KD 2.697 (2.816)] 2024-10-15 09:50:38,313 - Train: 87.19% [1090750/1251000] [871.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000149] [CE 4.130 (4.106)] [KD 2.970 (2.814)] 2024-10-15 09:50:46,001 - Train: 87.19% [1090800/1251000] [871.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000149] [CE 3.961 (4.108)] [KD 2.473 (2.784)] 2024-10-15 09:50:53,896 - Train: 87.20% [1090850/1251000] [872.0/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000148] [CE 3.992 (4.198)] [KD 2.831 (2.848)] 2024-10-15 09:51:02,872 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38380] [top5_cnt 46601] [top_all 50000] 2024-10-15 09:51:02,872 - net: 76.760 (93.202) 2024-10-15 09:51:08,680 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38981] [top5_cnt 46862] [top_all 50000] 2024-10-15 09:51:08,681 - net_E: 77.962 (93.724) 2024-10-15 09:51:08,824 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 09:51:08,824 - ==> Total time: 1 day, 19:48:52 Eta: 6:25:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:51:15,575 - Train: 87.20% [1090900/1251000] [872.0/1000.0] [batch_t 0.147 (0.176)] [data_t 0.003] [optim_t 0.144] [lr 0.000148] [CE 4.260 (4.143)] [KD 2.851 (2.836)] 2024-10-15 09:51:23,164 - Train: 87.21% [1090950/1251000] [872.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000148] [CE 3.890 (4.182)] [KD 2.621 (2.838)] 2024-10-15 09:51:31,031 - Train: 87.21% [1091000/1251000] [872.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000148] [CE 4.201 (4.188)] [KD 2.908 (2.855)] 2024-10-15 09:51:38,623 - Train: 87.21% [1091050/1251000] [872.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000148] [CE 3.849 (4.207)] [KD 2.470 (2.860)] 2024-10-15 09:51:46,215 - Train: 87.22% [1091100/1251000] [872.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000148] [CE 4.414 (4.153)] [KD 2.943 (2.815)] 2024-10-15 09:51:53,964 - Train: 87.22% [1091150/1251000] [872.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000148] [CE 3.929 (4.195)] [KD 2.726 (2.846)] 2024-10-15 09:52:01,654 - Train: 87.23% [1091200/1251000] [872.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000148] [CE 4.419 (4.218)] [KD 3.163 (2.869)] 2024-10-15 09:52:09,470 - Train: 87.23% [1091250/1251000] [872.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000148] [CE 4.279 (4.120)] [KD 2.875 (2.807)] 2024-10-15 09:52:17,565 - Train: 87.23% [1091300/1251000] [872.3/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.000148] [CE 4.292 (4.133)] [KD 2.793 (2.800)] 2024-10-15 09:52:25,128 - Train: 87.24% [1091350/1251000] [872.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000148] [CE 4.076 (4.135)] [KD 2.708 (2.835)] 2024-10-15 09:52:32,743 - Train: 87.24% [1091400/1251000] [872.4/1000.0] [batch_t 0.162 (0.152)] [data_t 0.004] [optim_t 0.158] [lr 0.000148] [CE 4.276 (4.088)] [KD 2.825 (2.758)] 2024-10-15 09:52:40,465 - Train: 87.25% [1091450/1251000] [872.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000148] [CE 4.051 (4.122)] [KD 2.611 (2.812)] 2024-10-15 09:52:48,194 - Train: 87.25% [1091500/1251000] [872.5/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000148] [CE 4.452 (4.105)] [KD 2.939 (2.811)] 2024-10-15 09:52:55,900 - Train: 87.25% [1091550/1251000] [872.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000147] [CE 4.032 (4.142)] [KD 2.566 (2.826)] 2024-10-15 09:53:03,818 - Train: 87.26% [1091600/1251000] [872.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000147] [CE 4.693 (4.113)] [KD 3.209 (2.812)] 2024-10-15 09:53:11,592 - Train: 87.26% [1091650/1251000] [872.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000147] [CE 4.159 (4.153)] [KD 2.960 (2.817)] 2024-10-15 09:53:19,298 - Train: 87.27% [1091700/1251000] [872.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000147] [CE 3.969 (4.156)] [KD 2.754 (2.806)] 2024-10-15 09:53:26,849 - Train: 87.27% [1091750/1251000] [872.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.006] [optim_t 0.144] [lr 0.000147] [CE 3.986 (4.195)] [KD 2.717 (2.866)] 2024-10-15 09:53:34,497 - Train: 87.27% [1091800/1251000] [872.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000147] [CE 3.515 (4.108)] [KD 2.592 (2.786)] 2024-10-15 09:53:42,509 - Train: 87.28% [1091850/1251000] [872.8/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000147] [CE 4.473 (4.110)] [KD 2.974 (2.789)] 2024-10-15 09:53:50,184 - Train: 87.28% [1091900/1251000] [872.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000147] [CE 4.125 (4.187)] [KD 2.801 (2.846)] 2024-10-15 09:53:57,763 - Train: 87.29% [1091950/1251000] [872.9/1000.0] [batch_t 0.154 (0.151)] [data_t 0.006] [optim_t 0.148] [lr 0.000147] [CE 3.842 (4.146)] [KD 2.732 (2.829)] 2024-10-15 09:54:05,401 - Train: 87.29% [1092000/1251000] [872.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000147] [CE 3.937 (4.147)] [KD 2.693 (2.837)] 2024-10-15 09:54:13,137 - Train: 87.29% [1092050/1251000] [872.9/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000147] [CE 4.175 (4.106)] [KD 2.604 (2.791)] 2024-10-15 09:54:20,888 - Train: 87.30% [1092100/1251000] [873.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000147] [CE 4.332 (4.133)] [KD 3.001 (2.805)] 2024-10-15 09:54:30,181 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 38306] [top5_cnt 46514] [top_all 50000] 2024-10-15 09:54:30,182 - net: 76.612 (93.028) 2024-10-15 09:54:35,993 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 38955] [top5_cnt 46868] [top_all 50000] 2024-10-15 09:54:35,993 - net_E: 77.910 (93.736) 2024-10-15 09:54:36,145 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 09:54:36,145 - ==> Total time: 1 day, 19:52:19 Eta: 6:22:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:54:42,654 - Train: 87.30% [1092150/1251000] [873.0/1000.0] [batch_t 0.153 (0.169)] [data_t 0.003] [optim_t 0.150] [lr 0.000147] [CE 4.024 (4.243)] [KD 2.633 (2.836)] 2024-10-15 09:54:50,528 - Train: 87.31% [1092200/1251000] [873.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000147] [CE 4.203 (4.147)] [KD 2.872 (2.813)] 2024-10-15 09:54:58,314 - Train: 87.31% [1092250/1251000] [873.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000146] [CE 4.002 (4.143)] [KD 2.792 (2.801)] 2024-10-15 09:55:05,947 - Train: 87.31% [1092300/1251000] [873.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000146] [CE 4.002 (4.101)] [KD 2.722 (2.771)] 2024-10-15 09:55:13,649 - Train: 87.32% [1092350/1251000] [873.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000146] [CE 4.258 (4.192)] [KD 2.774 (2.826)] 2024-10-15 09:55:21,321 - Train: 87.32% [1092400/1251000] [873.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000146] [CE 4.709 (4.083)] [KD 3.238 (2.789)] 2024-10-15 09:55:29,008 - Train: 87.33% [1092450/1251000] [873.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000146] [CE 3.936 (4.188)] [KD 2.608 (2.826)] 2024-10-15 09:55:36,605 - Train: 87.33% [1092500/1251000] [873.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000146] [CE 4.643 (4.185)] [KD 3.181 (2.847)] 2024-10-15 09:55:44,456 - Train: 87.33% [1092550/1251000] [873.3/1000.0] [batch_t 0.287 (0.157)] [data_t 0.003] [optim_t 0.284] [lr 0.000146] [CE 3.951 (4.066)] [KD 2.629 (2.780)] 2024-10-15 09:55:52,323 - Train: 87.34% [1092600/1251000] [873.4/1000.0] [batch_t 0.249 (0.157)] [data_t 0.005] [optim_t 0.245] [lr 0.000146] [CE 4.139 (4.138)] [KD 2.909 (2.803)] 2024-10-15 09:56:00,080 - Train: 87.34% [1092650/1251000] [873.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000146] [CE 3.974 (4.177)] [KD 2.752 (2.826)] 2024-10-15 09:56:07,949 - Train: 87.35% [1092700/1251000] [873.5/1000.0] [batch_t 0.159 (0.157)] [data_t 0.004] [optim_t 0.154] [lr 0.000146] [CE 4.485 (4.151)] [KD 3.000 (2.802)] 2024-10-15 09:56:15,546 - Train: 87.35% [1092750/1251000] [873.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000146] [CE 3.988 (4.163)] [KD 2.699 (2.825)] 2024-10-15 09:56:23,206 - Train: 87.35% [1092800/1251000] [873.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000146] [CE 3.884 (4.128)] [KD 2.712 (2.799)] 2024-10-15 09:56:30,763 - Train: 87.36% [1092850/1251000] [873.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000146] [CE 4.361 (4.106)] [KD 2.939 (2.810)] 2024-10-15 09:56:38,419 - Train: 87.36% [1092900/1251000] [873.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000146] [CE 3.798 (4.155)] [KD 2.655 (2.845)] 2024-10-15 09:56:46,122 - Train: 87.37% [1092950/1251000] [873.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000145] [CE 3.779 (4.132)] [KD 2.585 (2.804)] 2024-10-15 09:56:53,930 - Train: 87.37% [1093000/1251000] [873.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000145] [CE 4.516 (4.118)] [KD 3.157 (2.813)] 2024-10-15 09:57:01,962 - Train: 87.37% [1093050/1251000] [873.7/1000.0] [batch_t 0.159 (0.161)] [data_t 0.004] [optim_t 0.155] [lr 0.000145] [CE 4.620 (4.135)] [KD 3.096 (2.799)] 2024-10-15 09:57:09,638 - Train: 87.38% [1093100/1251000] [873.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000145] [CE 3.862 (4.102)] [KD 2.529 (2.794)] 2024-10-15 09:57:17,257 - Train: 87.38% [1093150/1251000] [873.8/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.155] [lr 0.000145] [CE 4.615 (4.171)] [KD 2.949 (2.855)] 2024-10-15 09:57:24,958 - Train: 87.39% [1093200/1251000] [873.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000145] [CE 4.333 (4.179)] [KD 2.973 (2.833)] 2024-10-15 09:57:32,661 - Train: 87.39% [1093250/1251000] [873.9/1000.0] [batch_t 0.256 (0.154)] [data_t 0.005] [optim_t 0.251] [lr 0.000145] [CE 3.877 (4.125)] [KD 2.749 (2.797)] 2024-10-15 09:57:40,266 - Train: 87.39% [1093300/1251000] [873.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000145] [CE 4.439 (4.120)] [KD 2.851 (2.809)] 2024-10-15 09:57:48,124 - Train: 87.40% [1093350/1251000] [874.0/1000.0] [batch_t 0.156 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.000145] [CE 3.973 (4.175)] [KD 2.611 (2.829)] 2024-10-15 09:57:57,472 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38387] [top5_cnt 46596] [top_all 50000] 2024-10-15 09:57:57,472 - net: 76.774 (93.192) 2024-10-15 09:58:03,282 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38968] [top5_cnt 46872] [top_all 50000] 2024-10-15 09:58:03,283 - net_E: 77.936 (93.744) 2024-10-15 09:58:03,471 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 09:58:03,472 - ==> Total time: 1 day, 19:55:46 Eta: 6:19:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 09:58:11,397 - Train: 87.40% [1093400/1251000] [874.0/1000.0] [batch_t 0.147 (0.172)] [data_t 0.004] [optim_t 0.143] [lr 0.000145] [CE 4.083 (4.128)] [KD 2.709 (2.778)] 2024-10-15 09:58:19,405 - Train: 87.41% [1093450/1251000] [874.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000145] [CE 4.196 (4.104)] [KD 2.713 (2.769)] 2024-10-15 09:58:26,983 - Train: 87.41% [1093500/1251000] [874.1/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.159] [lr 0.000145] [CE 4.174 (4.172)] [KD 2.855 (2.827)] 2024-10-15 09:58:34,584 - Train: 87.41% [1093550/1251000] [874.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000145] [CE 4.429 (4.114)] [KD 3.040 (2.799)] 2024-10-15 09:58:42,322 - Train: 87.42% [1093600/1251000] [874.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000145] [CE 4.292 (4.125)] [KD 2.866 (2.814)] 2024-10-15 09:58:50,125 - Train: 87.42% [1093650/1251000] [874.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000144] [CE 4.410 (4.107)] [KD 2.904 (2.799)] 2024-10-15 09:58:57,723 - Train: 87.43% [1093700/1251000] [874.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000144] [CE 4.234 (4.138)] [KD 2.893 (2.807)] 2024-10-15 09:59:05,517 - Train: 87.43% [1093750/1251000] [874.3/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000144] [CE 4.120 (4.163)] [KD 2.666 (2.812)] 2024-10-15 09:59:13,382 - Train: 87.43% [1093800/1251000] [874.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000144] [CE 4.078 (4.090)] [KD 2.852 (2.784)] 2024-10-15 09:59:21,057 - Train: 87.44% [1093850/1251000] [874.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000144] [CE 4.441 (4.029)] [KD 2.753 (2.753)] 2024-10-15 09:59:28,859 - Train: 87.44% [1093900/1251000] [874.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000144] [CE 4.187 (4.097)] [KD 2.724 (2.780)] 2024-10-15 09:59:36,552 - Train: 87.45% [1093950/1251000] [874.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000144] [CE 4.144 (4.193)] [KD 2.806 (2.834)] 2024-10-15 09:59:44,302 - Train: 87.45% [1094000/1251000] [874.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000144] [CE 3.781 (4.140)] [KD 2.518 (2.804)] 2024-10-15 09:59:51,995 - Train: 87.45% [1094050/1251000] [874.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000144] [CE 3.662 (4.192)] [KD 2.489 (2.835)] 2024-10-15 09:59:59,701 - Train: 87.46% [1094100/1251000] [874.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000144] [CE 4.382 (4.150)] [KD 3.220 (2.853)] 2024-10-15 10:00:07,354 - Train: 87.46% [1094150/1251000] [874.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000144] [CE 4.278 (4.210)] [KD 2.802 (2.884)] 2024-10-15 10:00:15,117 - Train: 87.47% [1094200/1251000] [874.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000144] [CE 4.393 (4.195)] [KD 2.808 (2.840)] 2024-10-15 10:00:23,026 - Train: 87.47% [1094250/1251000] [874.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000144] [CE 4.333 (4.111)] [KD 2.855 (2.764)] 2024-10-15 10:00:30,872 - Train: 87.47% [1094300/1251000] [874.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000144] [CE 4.113 (4.090)] [KD 3.050 (2.772)] 2024-10-15 10:00:38,452 - Train: 87.48% [1094350/1251000] [874.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000143] [CE 4.426 (4.111)] [KD 2.713 (2.771)] 2024-10-15 10:00:46,141 - Train: 87.48% [1094400/1251000] [874.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000143] [CE 4.244 (4.210)] [KD 2.731 (2.835)] 2024-10-15 10:00:53,866 - Train: 87.49% [1094450/1251000] [874.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000143] [CE 4.003 (4.154)] [KD 2.804 (2.824)] 2024-10-15 10:01:01,641 - Train: 87.49% [1094500/1251000] [874.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000143] [CE 4.110 (4.176)] [KD 2.760 (2.829)] 2024-10-15 10:01:09,261 - Train: 87.49% [1094550/1251000] [874.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000143] [CE 4.706 (4.160)] [KD 3.025 (2.816)] 2024-10-15 10:01:16,986 - Train: 87.50% [1094600/1251000] [875.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000143] [CE 4.671 (4.233)] [KD 3.213 (2.862)] 2024-10-15 10:01:26,349 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38329] [top5_cnt 46594] [top_all 50000] 2024-10-15 10:01:26,350 - net: 76.658 (93.188) 2024-10-15 10:01:32,155 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38983] [top5_cnt 46857] [top_all 50000] 2024-10-15 10:01:32,156 - net_E: 77.966 (93.714) 2024-10-15 10:01:32,296 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 10:01:32,297 - ==> Total time: 1 day, 19:59:15 Eta: 6:17:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:01:38,541 - Train: 87.50% [1094650/1251000] [875.0/1000.0] [batch_t 0.147 (0.183)] [data_t 0.004] [optim_t 0.144] [lr 0.000143] [CE 3.976 (4.176)] [KD 2.705 (2.820)] 2024-10-15 10:01:46,226 - Train: 87.51% [1094700/1251000] [875.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000143] [CE 3.746 (4.164)] [KD 2.805 (2.802)] 2024-10-15 10:01:53,827 - Train: 87.51% [1094750/1251000] [875.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000143] [CE 4.671 (4.197)] [KD 3.084 (2.843)] 2024-10-15 10:02:01,414 - Train: 87.51% [1094800/1251000] [875.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000143] [CE 4.004 (4.126)] [KD 2.733 (2.771)] 2024-10-15 10:02:09,401 - Train: 87.52% [1094850/1251000] [875.2/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000143] [CE 4.173 (4.155)] [KD 2.810 (2.805)] 2024-10-15 10:02:16,929 - Train: 87.52% [1094900/1251000] [875.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000143] [CE 4.428 (4.166)] [KD 3.050 (2.825)] 2024-10-15 10:02:24,448 - Train: 87.53% [1094950/1251000] [875.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000143] [CE 4.539 (4.166)] [KD 2.940 (2.785)] 2024-10-15 10:02:32,291 - Train: 87.53% [1095000/1251000] [875.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000143] [CE 4.129 (4.188)] [KD 2.802 (2.812)] 2024-10-15 10:02:39,892 - Train: 87.53% [1095050/1251000] [875.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000142] [CE 4.448 (4.135)] [KD 2.881 (2.813)] 2024-10-15 10:02:47,821 - Train: 87.54% [1095100/1251000] [875.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000142] [CE 3.741 (4.166)] [KD 2.570 (2.829)] 2024-10-15 10:02:55,543 - Train: 87.54% [1095150/1251000] [875.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000142] [CE 4.070 (4.163)] [KD 2.775 (2.811)] 2024-10-15 10:03:03,151 - Train: 87.55% [1095200/1251000] [875.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000142] [CE 4.031 (4.093)] [KD 2.845 (2.772)] 2024-10-15 10:03:10,830 - Train: 87.55% [1095250/1251000] [875.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000142] [CE 4.572 (4.123)] [KD 3.043 (2.820)] 2024-10-15 10:03:18,489 - Train: 87.55% [1095300/1251000] [875.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000142] [CE 3.864 (4.106)] [KD 2.740 (2.775)] 2024-10-15 10:03:26,020 - Train: 87.56% [1095350/1251000] [875.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000142] [CE 4.797 (4.144)] [KD 3.204 (2.815)] 2024-10-15 10:03:33,736 - Train: 87.56% [1095400/1251000] [875.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000142] [CE 4.309 (4.176)] [KD 3.025 (2.818)] 2024-10-15 10:03:41,529 - Train: 87.57% [1095450/1251000] [875.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000142] [CE 4.083 (4.162)] [KD 2.692 (2.839)] 2024-10-15 10:03:49,351 - Train: 87.57% [1095500/1251000] [875.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000142] [CE 4.115 (4.058)] [KD 2.783 (2.755)] 2024-10-15 10:03:57,053 - Train: 87.57% [1095550/1251000] [875.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000142] [CE 4.040 (4.098)] [KD 2.812 (2.759)] 2024-10-15 10:04:04,661 - Train: 87.58% [1095600/1251000] [875.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000142] [CE 5.107 (4.187)] [KD 3.292 (2.838)] 2024-10-15 10:04:12,248 - Train: 87.58% [1095650/1251000] [875.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000142] [CE 4.038 (4.151)] [KD 2.912 (2.824)] 2024-10-15 10:04:20,018 - Train: 87.59% [1095700/1251000] [875.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000142] [CE 4.275 (4.153)] [KD 2.984 (2.823)] 2024-10-15 10:04:27,875 - Train: 87.59% [1095750/1251000] [875.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000141] [CE 3.694 (4.137)] [KD 2.636 (2.811)] 2024-10-15 10:04:35,521 - Train: 87.59% [1095800/1251000] [875.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000141] [CE 4.200 (4.138)] [KD 2.861 (2.831)] 2024-10-15 10:04:43,561 - Train: 87.60% [1095850/1251000] [876.0/1000.0] [batch_t 0.162 (0.161)] [data_t 0.004] [optim_t 0.157] [lr 0.000141] [CE 3.570 (4.106)] [KD 2.450 (2.765)] 2024-10-15 10:04:53,085 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38314] [top5_cnt 46520] [top_all 50000] 2024-10-15 10:04:53,085 - net: 76.628 (93.040) 2024-10-15 10:04:58,882 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38976] [top5_cnt 46861] [top_all 50000] 2024-10-15 10:04:58,883 - net_E: 77.952 (93.722) 2024-10-15 10:04:59,034 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 10:04:59,035 - ==> Total time: 1 day, 20:02:42 Eta: 6:14:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:05:05,083 - Train: 87.60% [1095900/1251000] [876.0/1000.0] [batch_t 0.150 (0.183)] [data_t 0.005] [optim_t 0.145] [lr 0.000141] [CE 3.655 (4.141)] [KD 2.324 (2.826)] 2024-10-15 10:05:12,612 - Train: 87.61% [1095950/1251000] [876.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000141] [CE 4.036 (4.095)] [KD 2.624 (2.753)] 2024-10-15 10:05:20,138 - Train: 87.61% [1096000/1251000] [876.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000141] [CE 3.846 (4.147)] [KD 2.659 (2.806)] 2024-10-15 10:05:27,792 - Train: 87.61% [1096050/1251000] [876.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000141] [CE 4.780 (4.151)] [KD 3.200 (2.796)] 2024-10-15 10:05:35,582 - Train: 87.62% [1096100/1251000] [876.2/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000141] [CE 4.097 (4.205)] [KD 2.933 (2.849)] 2024-10-15 10:05:43,294 - Train: 87.62% [1096150/1251000] [876.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000141] [CE 4.322 (4.215)] [KD 3.028 (2.822)] 2024-10-15 10:05:51,184 - Train: 87.63% [1096200/1251000] [876.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000141] [CE 4.415 (4.155)] [KD 2.917 (2.801)] 2024-10-15 10:05:58,889 - Train: 87.63% [1096250/1251000] [876.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000141] [CE 4.558 (4.107)] [KD 3.001 (2.811)] 2024-10-15 10:06:06,737 - Train: 87.63% [1096300/1251000] [876.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000141] [CE 4.738 (4.132)] [KD 3.269 (2.783)] 2024-10-15 10:06:14,368 - Train: 87.64% [1096350/1251000] [876.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000141] [CE 4.371 (4.191)] [KD 2.835 (2.826)] 2024-10-15 10:06:21,905 - Train: 87.64% [1096400/1251000] [876.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000141] [CE 4.433 (4.115)] [KD 3.149 (2.802)] 2024-10-15 10:06:29,479 - Train: 87.65% [1096450/1251000] [876.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000140] [CE 4.116 (4.140)] [KD 2.861 (2.811)] 2024-10-15 10:06:37,260 - Train: 87.65% [1096500/1251000] [876.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000140] [CE 4.387 (4.114)] [KD 2.946 (2.805)] 2024-10-15 10:06:45,102 - Train: 87.65% [1096550/1251000] [876.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000140] [CE 4.026 (4.159)] [KD 2.569 (2.827)] 2024-10-15 10:06:52,837 - Train: 87.66% [1096600/1251000] [876.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000140] [CE 4.372 (4.089)] [KD 2.962 (2.778)] 2024-10-15 10:07:00,506 - Train: 87.66% [1096650/1251000] [876.6/1000.0] [batch_t 0.280 (0.153)] [data_t 0.003] [optim_t 0.277] [lr 0.000140] [CE 4.135 (4.103)] [KD 2.773 (2.794)] 2024-10-15 10:07:08,197 - Train: 87.67% [1096700/1251000] [876.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000140] [CE 4.136 (4.169)] [KD 2.681 (2.854)] 2024-10-15 10:07:15,987 - Train: 87.67% [1096750/1251000] [876.7/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000140] [CE 3.740 (4.108)] [KD 2.541 (2.780)] 2024-10-15 10:07:23,537 - Train: 87.67% [1096800/1251000] [876.7/1000.0] [batch_t 0.166 (0.151)] [data_t 0.003] [optim_t 0.163] [lr 0.000140] [CE 3.937 (4.167)] [KD 2.763 (2.784)] 2024-10-15 10:07:31,244 - Train: 87.68% [1096850/1251000] [876.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000140] [CE 4.115 (4.181)] [KD 2.830 (2.827)] 2024-10-15 10:07:38,956 - Train: 87.68% [1096900/1251000] [876.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000140] [CE 3.987 (4.167)] [KD 2.519 (2.827)] 2024-10-15 10:07:46,759 - Train: 87.69% [1096950/1251000] [876.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000140] [CE 4.322 (4.145)] [KD 3.009 (2.811)] 2024-10-15 10:07:54,465 - Train: 87.69% [1097000/1251000] [876.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000140] [CE 3.574 (4.040)] [KD 2.607 (2.757)] 2024-10-15 10:08:02,331 - Train: 87.69% [1097050/1251000] [876.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000140] [CE 4.045 (4.172)] [KD 2.808 (2.826)] 2024-10-15 10:08:10,188 - Train: 87.70% [1097100/1251000] [877.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000140] [CE 4.332 (4.115)] [KD 3.053 (2.766)] 2024-10-15 10:08:20,015 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38312] [top5_cnt 46491] [top_all 50000] 2024-10-15 10:08:20,016 - net: 76.624 (92.982) 2024-10-15 10:08:25,762 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38982] [top5_cnt 46859] [top_all 50000] 2024-10-15 10:08:25,762 - net_E: 77.964 (93.718) 2024-10-15 10:08:25,884 - Max [top1: 76.858 (epoch: 866)] [top1-ema: 77.990 (epoch: 871)] 2024-10-15 10:08:25,884 - ==> Total time: 1 day, 20:06:09 Eta: 6:11:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:08:31,892 - Train: 87.70% [1097150/1251000] [877.0/1000.0] [batch_t 0.149 (0.173)] [data_t 0.004] [optim_t 0.145] [lr 0.000139] [CE 4.201 (4.172)] [KD 2.698 (2.756)] 2024-10-15 10:08:39,457 - Train: 87.71% [1097200/1251000] [877.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000139] [CE 4.398 (4.176)] [KD 3.099 (2.818)] 2024-10-15 10:08:47,005 - Train: 87.71% [1097250/1251000] [877.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000139] [CE 3.722 (4.180)] [KD 2.530 (2.821)] 2024-10-15 10:08:54,850 - Train: 87.71% [1097300/1251000] [877.1/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000139] [CE 4.518 (4.102)] [KD 2.930 (2.793)] 2024-10-15 10:09:02,411 - Train: 87.72% [1097350/1251000] [877.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000139] [CE 4.247 (4.090)] [KD 2.970 (2.759)] 2024-10-15 10:09:10,423 - Train: 87.72% [1097400/1251000] [877.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000139] [CE 4.592 (4.115)] [KD 3.048 (2.784)] 2024-10-15 10:09:18,007 - Train: 87.73% [1097450/1251000] [877.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000139] [CE 3.811 (4.131)] [KD 2.730 (2.795)] 2024-10-15 10:09:25,825 - Train: 87.73% [1097500/1251000] [877.3/1000.0] [batch_t 0.276 (0.156)] [data_t 0.003] [optim_t 0.273] [lr 0.000139] [CE 3.977 (4.157)] [KD 2.642 (2.820)] 2024-10-15 10:09:33,416 - Train: 87.73% [1097550/1251000] [877.3/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000139] [CE 3.869 (4.219)] [KD 2.592 (2.846)] 2024-10-15 10:09:41,153 - Train: 87.74% [1097600/1251000] [877.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000139] [CE 4.551 (4.149)] [KD 3.051 (2.813)] 2024-10-15 10:09:48,634 - Train: 87.74% [1097650/1251000] [877.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000139] [CE 4.593 (4.228)] [KD 3.127 (2.847)] 2024-10-15 10:09:56,302 - Train: 87.75% [1097700/1251000] [877.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000139] [CE 4.217 (4.148)] [KD 2.940 (2.813)] 2024-10-15 10:10:03,925 - Train: 87.75% [1097750/1251000] [877.5/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000139] [CE 4.327 (4.154)] [KD 2.927 (2.820)] 2024-10-15 10:10:11,739 - Train: 87.75% [1097800/1251000] [877.5/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000139] [CE 3.937 (4.159)] [KD 2.776 (2.804)] 2024-10-15 10:10:19,394 - Train: 87.76% [1097850/1251000] [877.6/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000138] [CE 4.135 (4.043)] [KD 2.815 (2.740)] 2024-10-15 10:10:27,081 - Train: 87.76% [1097900/1251000] [877.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000138] [CE 3.884 (4.117)] [KD 2.842 (2.795)] 2024-10-15 10:10:34,867 - Train: 87.77% [1097950/1251000] [877.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000138] [CE 4.190 (4.111)] [KD 2.870 (2.792)] 2024-10-15 10:10:42,548 - Train: 87.77% [1098000/1251000] [877.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000138] [CE 4.149 (4.133)] [KD 2.806 (2.809)] 2024-10-15 10:10:50,094 - Train: 87.77% [1098050/1251000] [877.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000138] [CE 4.323 (4.190)] [KD 2.812 (2.835)] 2024-10-15 10:10:57,689 - Train: 87.78% [1098100/1251000] [877.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000138] [CE 3.805 (4.146)] [KD 2.579 (2.793)] 2024-10-15 10:11:05,680 - Train: 87.78% [1098150/1251000] [877.8/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000138] [CE 4.808 (4.201)] [KD 3.330 (2.835)] 2024-10-15 10:11:13,300 - Train: 87.79% [1098200/1251000] [877.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000138] [CE 4.194 (4.148)] [KD 2.742 (2.773)] 2024-10-15 10:11:21,140 - Train: 87.79% [1098250/1251000] [877.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.144] [lr 0.000138] [CE 4.255 (4.088)] [KD 3.002 (2.775)] 2024-10-15 10:11:28,774 - Train: 87.79% [1098300/1251000] [877.9/1000.0] [batch_t 0.160 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.000138] [CE 4.121 (4.160)] [KD 2.815 (2.803)] 2024-10-15 10:11:36,599 - Train: 87.80% [1098350/1251000] [878.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000138] [CE 4.453 (4.183)] [KD 2.984 (2.844)] 2024-10-15 10:11:46,499 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 38475] [top5_cnt 46593] [top_all 50000] 2024-10-15 10:11:46,500 - net: 76.950 (93.186) 2024-10-15 10:11:52,319 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39003] [top5_cnt 46844] [top_all 50000] 2024-10-15 10:11:52,319 - net_E: 78.006 (93.688) 2024-10-15 10:11:52,445 - Max [top1: 76.950 (epoch: 878)] [top1-ema: 78.006 (epoch: 878)] 2024-10-15 10:11:52,446 - ==> Total time: 1 day, 20:09:35 Eta: 6:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:12:02,903 - Train: 87.80% [1098400/1251000] [878.0/1000.0] [batch_t 0.158 (0.171)] [data_t 0.005] [optim_t 0.154] [lr 0.000138] [CE 4.265 (4.169)] [KD 2.795 (2.808)] 2024-10-15 10:12:10,958 - Train: 87.81% [1098450/1251000] [878.1/1000.0] [batch_t 0.157 (0.161)] [data_t 0.004] [optim_t 0.153] [lr 0.000138] [CE 4.593 (4.223)] [KD 2.969 (2.829)] 2024-10-15 10:12:18,566 - Train: 87.81% [1098500/1251000] [878.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000138] [CE 3.681 (4.224)] [KD 2.409 (2.836)] 2024-10-15 10:12:26,415 - Train: 87.81% [1098550/1251000] [878.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000138] [CE 4.760 (4.113)] [KD 2.877 (2.790)] 2024-10-15 10:12:34,120 - Train: 87.82% [1098600/1251000] [878.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000137] [CE 3.757 (4.132)] [KD 2.485 (2.800)] 2024-10-15 10:12:41,693 - Train: 87.82% [1098650/1251000] [878.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000137] [CE 3.810 (4.121)] [KD 2.590 (2.800)] 2024-10-15 10:12:49,414 - Train: 87.83% [1098700/1251000] [878.3/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000137] [CE 4.457 (4.179)] [KD 3.012 (2.818)] 2024-10-15 10:12:56,984 - Train: 87.83% [1098750/1251000] [878.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000137] [CE 4.720 (4.143)] [KD 3.028 (2.808)] 2024-10-15 10:13:04,807 - Train: 87.83% [1098800/1251000] [878.3/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000137] [CE 4.168 (4.103)] [KD 2.698 (2.768)] 2024-10-15 10:13:12,499 - Train: 87.84% [1098850/1251000] [878.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000137] [CE 4.077 (4.129)] [KD 2.635 (2.783)] 2024-10-15 10:13:20,469 - Train: 87.84% [1098900/1251000] [878.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000137] [CE 3.653 (4.176)] [KD 2.501 (2.839)] 2024-10-15 10:13:28,193 - Train: 87.85% [1098950/1251000] [878.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000137] [CE 4.606 (4.126)] [KD 3.202 (2.770)] 2024-10-15 10:13:35,922 - Train: 87.85% [1099000/1251000] [878.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000137] [CE 3.786 (4.139)] [KD 2.589 (2.791)] 2024-10-15 10:13:43,556 - Train: 87.85% [1099050/1251000] [878.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000137] [CE 3.117 (4.139)] [KD 2.219 (2.794)] 2024-10-15 10:13:51,269 - Train: 87.86% [1099100/1251000] [878.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000137] [CE 4.351 (4.139)] [KD 2.789 (2.815)] 2024-10-15 10:13:59,002 - Train: 87.86% [1099150/1251000] [878.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000137] [CE 4.101 (4.161)] [KD 2.524 (2.788)] 2024-10-15 10:14:06,788 - Train: 87.87% [1099200/1251000] [878.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000137] [CE 4.431 (4.125)] [KD 3.028 (2.771)] 2024-10-15 10:14:14,543 - Train: 87.87% [1099250/1251000] [878.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000137] [CE 4.300 (4.107)] [KD 2.832 (2.796)] 2024-10-15 10:14:22,604 - Train: 87.87% [1099300/1251000] [878.7/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.143] [lr 0.000136] [CE 4.295 (4.146)] [KD 3.040 (2.782)] 2024-10-15 10:14:30,236 - Train: 87.88% [1099350/1251000] [878.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000136] [CE 4.578 (4.145)] [KD 3.131 (2.776)] 2024-10-15 10:14:38,050 - Train: 87.88% [1099400/1251000] [878.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000136] [CE 3.988 (4.142)] [KD 2.712 (2.801)] 2024-10-15 10:14:45,756 - Train: 87.89% [1099450/1251000] [878.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000136] [CE 4.292 (4.146)] [KD 2.864 (2.804)] 2024-10-15 10:14:53,507 - Train: 87.89% [1099500/1251000] [878.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000136] [CE 4.540 (4.178)] [KD 2.911 (2.822)] 2024-10-15 10:15:01,277 - Train: 87.89% [1099550/1251000] [878.9/1000.0] [batch_t 0.160 (0.155)] [data_t 0.004] [optim_t 0.156] [lr 0.000136] [CE 4.263 (4.119)] [KD 2.973 (2.785)] 2024-10-15 10:15:08,987 - Train: 87.90% [1099600/1251000] [879.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000136] [CE 4.270 (4.161)] [KD 2.793 (2.784)] 2024-10-15 10:15:19,106 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38377] [top5_cnt 46551] [top_all 50000] 2024-10-15 10:15:19,106 - net: 76.754 (93.102) 2024-10-15 10:15:25,068 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 39046] [top5_cnt 46852] [top_all 50000] 2024-10-15 10:15:25,068 - net_E: 78.092 (93.704) 2024-10-15 10:15:25,214 - Max [top1: 76.950 (epoch: 878)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:15:25,215 - ==> Total time: 1 day, 20:13:08 Eta: 6:05:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:15:34,812 - Train: 87.90% [1099650/1251000] [879.0/1000.0] [batch_t 0.152 (0.177)] [data_t 0.005] [optim_t 0.147] [lr 0.000136] [CE 4.187 (4.167)] [KD 3.018 (2.808)] 2024-10-15 10:15:42,851 - Train: 87.91% [1099700/1251000] [879.1/1000.0] [batch_t 0.316 (0.161)] [data_t 0.004] [optim_t 0.312] [lr 0.000136] [CE 4.383 (4.115)] [KD 2.908 (2.775)] 2024-10-15 10:15:50,798 - Train: 87.91% [1099750/1251000] [879.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000136] [CE 4.154 (4.145)] [KD 2.784 (2.765)] 2024-10-15 10:15:58,776 - Train: 87.91% [1099800/1251000] [879.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000136] [CE 4.103 (4.128)] [KD 2.637 (2.798)] 2024-10-15 10:16:06,437 - Train: 87.92% [1099850/1251000] [879.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000136] [CE 4.218 (4.193)] [KD 2.790 (2.820)] 2024-10-15 10:16:14,199 - Train: 87.92% [1099900/1251000] [879.2/1000.0] [batch_t 0.299 (0.155)] [data_t 0.006] [optim_t 0.293] [lr 0.000136] [CE 3.895 (4.166)] [KD 2.680 (2.807)] 2024-10-15 10:16:22,080 - Train: 87.93% [1099950/1251000] [879.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000136] [CE 4.564 (4.114)] [KD 3.054 (2.768)] 2024-10-15 10:16:29,713 - Train: 87.93% [1100000/1251000] [879.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000135] [CE 4.439 (4.112)] [KD 3.054 (2.775)] 2024-10-15 10:16:37,424 - Train: 87.93% [1100050/1251000] [879.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000135] [CE 4.409 (4.235)] [KD 3.129 (2.846)] 2024-10-15 10:16:45,128 - Train: 87.94% [1100100/1251000] [879.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000135] [CE 4.283 (4.134)] [KD 2.899 (2.796)] 2024-10-15 10:16:53,001 - Train: 87.94% [1100150/1251000] [879.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000135] [CE 4.116 (4.065)] [KD 2.835 (2.738)] 2024-10-15 10:17:00,818 - Train: 87.95% [1100200/1251000] [879.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000135] [CE 4.301 (4.179)] [KD 2.731 (2.789)] 2024-10-15 10:17:08,607 - Train: 87.95% [1100250/1251000] [879.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000135] [CE 4.279 (4.103)] [KD 2.877 (2.786)] 2024-10-15 10:17:16,213 - Train: 87.95% [1100300/1251000] [879.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000135] [CE 4.306 (4.246)] [KD 2.999 (2.811)] 2024-10-15 10:17:24,091 - Train: 87.96% [1100350/1251000] [879.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000135] [CE 4.325 (4.139)] [KD 2.962 (2.791)] 2024-10-15 10:17:31,819 - Train: 87.96% [1100400/1251000] [879.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000135] [CE 3.902 (4.122)] [KD 2.607 (2.801)] 2024-10-15 10:17:39,430 - Train: 87.97% [1100450/1251000] [879.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000135] [CE 4.321 (4.211)] [KD 2.767 (2.819)] 2024-10-15 10:17:47,083 - Train: 87.97% [1100500/1251000] [879.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000135] [CE 4.156 (4.138)] [KD 2.696 (2.809)] 2024-10-15 10:17:54,971 - Train: 87.97% [1100550/1251000] [879.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000135] [CE 4.822 (4.141)] [KD 3.084 (2.781)] 2024-10-15 10:18:02,739 - Train: 87.98% [1100600/1251000] [879.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000135] [CE 3.939 (4.181)] [KD 2.692 (2.820)] 2024-10-15 10:18:10,653 - Train: 87.98% [1100650/1251000] [879.8/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000135] [CE 4.217 (4.132)] [KD 2.897 (2.786)] 2024-10-15 10:18:18,262 - Train: 87.99% [1100700/1251000] [879.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000135] [CE 4.015 (4.179)] [KD 2.718 (2.805)] 2024-10-15 10:18:25,990 - Train: 87.99% [1100750/1251000] [879.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000134] [CE 4.517 (4.062)] [KD 3.118 (2.767)] 2024-10-15 10:18:33,767 - Train: 87.99% [1100800/1251000] [879.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000134] [CE 4.227 (4.152)] [KD 2.775 (2.793)] 2024-10-15 10:18:41,420 - Train: 88.00% [1100850/1251000] [880.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000134] [CE 4.413 (4.135)] [KD 3.061 (2.809)] 2024-10-15 10:18:51,736 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38457] [top5_cnt 46609] [top_all 50000] 2024-10-15 10:18:51,737 - net: 76.914 (93.218) 2024-10-15 10:18:57,502 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39020] [top5_cnt 46879] [top_all 50000] 2024-10-15 10:18:57,502 - net_E: 78.040 (93.758) 2024-10-15 10:18:57,652 - Max [top1: 76.950 (epoch: 878)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:18:57,653 - ==> Total time: 1 day, 20:16:40 Eta: 6:02:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:19:02,973 - Train: 88.00% [1100900/1251000] [880.0/1000.0] [batch_t 0.151 (0.185)] [data_t 0.004] [optim_t 0.147] [lr 0.000134] [CE 3.886 (4.064)] [KD 2.573 (2.729)] 2024-10-15 10:19:10,892 - Train: 88.01% [1100950/1251000] [880.1/1000.0] [batch_t 0.157 (0.158)] [data_t 0.003] [optim_t 0.154] [lr 0.000134] [CE 3.797 (4.170)] [KD 2.773 (2.808)] 2024-10-15 10:19:18,674 - Train: 88.01% [1101000/1251000] [880.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000134] [CE 4.104 (4.153)] [KD 2.811 (2.786)] 2024-10-15 10:19:26,557 - Train: 88.01% [1101050/1251000] [880.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000134] [CE 3.965 (4.194)] [KD 2.789 (2.831)] 2024-10-15 10:19:34,193 - Train: 88.02% [1101100/1251000] [880.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000134] [CE 3.706 (4.200)] [KD 2.541 (2.793)] 2024-10-15 10:19:41,789 - Train: 88.02% [1101150/1251000] [880.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000134] [CE 4.377 (4.127)] [KD 2.962 (2.771)] 2024-10-15 10:19:49,618 - Train: 88.03% [1101200/1251000] [880.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000134] [CE 3.918 (4.137)] [KD 2.703 (2.778)] 2024-10-15 10:19:57,399 - Train: 88.03% [1101250/1251000] [880.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000134] [CE 4.198 (4.182)] [KD 2.613 (2.781)] 2024-10-15 10:20:05,183 - Train: 88.03% [1101300/1251000] [880.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000134] [CE 4.621 (4.200)] [KD 3.138 (2.814)] 2024-10-15 10:20:12,940 - Train: 88.04% [1101350/1251000] [880.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000134] [CE 4.328 (4.156)] [KD 2.909 (2.795)] 2024-10-15 10:20:20,947 - Train: 88.04% [1101400/1251000] [880.4/1000.0] [batch_t 0.155 (0.160)] [data_t 0.003] [optim_t 0.152] [lr 0.000134] [CE 3.962 (4.153)] [KD 2.679 (2.789)] 2024-10-15 10:20:28,561 - Train: 88.05% [1101450/1251000] [880.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000134] [CE 4.094 (4.109)] [KD 2.813 (2.746)] 2024-10-15 10:20:36,308 - Train: 88.05% [1101500/1251000] [880.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000133] [CE 4.113 (4.106)] [KD 2.894 (2.786)] 2024-10-15 10:20:43,903 - Train: 88.05% [1101550/1251000] [880.5/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000133] [CE 3.978 (4.137)] [KD 2.567 (2.764)] 2024-10-15 10:20:51,847 - Train: 88.06% [1101600/1251000] [880.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000133] [CE 4.245 (4.155)] [KD 2.866 (2.813)] 2024-10-15 10:20:59,426 - Train: 88.06% [1101650/1251000] [880.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000133] [CE 4.744 (4.153)] [KD 3.234 (2.775)] 2024-10-15 10:21:07,124 - Train: 88.07% [1101700/1251000] [880.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000133] [CE 4.207 (4.117)] [KD 2.767 (2.784)] 2024-10-15 10:21:14,856 - Train: 88.07% [1101750/1251000] [880.7/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000133] [CE 3.903 (4.156)] [KD 2.795 (2.788)] 2024-10-15 10:21:22,586 - Train: 88.07% [1101800/1251000] [880.7/1000.0] [batch_t 0.164 (0.154)] [data_t 0.003] [optim_t 0.160] [lr 0.000133] [CE 3.943 (4.138)] [KD 2.713 (2.799)] 2024-10-15 10:21:30,299 - Train: 88.08% [1101850/1251000] [880.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000133] [CE 4.125 (4.148)] [KD 2.813 (2.813)] 2024-10-15 10:21:38,109 - Train: 88.08% [1101900/1251000] [880.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000133] [CE 4.196 (4.177)] [KD 2.952 (2.794)] 2024-10-15 10:21:45,690 - Train: 88.09% [1101950/1251000] [880.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000133] [CE 3.897 (4.188)] [KD 2.489 (2.816)] 2024-10-15 10:21:53,275 - Train: 88.09% [1102000/1251000] [880.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000133] [CE 3.601 (4.107)] [KD 2.488 (2.781)] 2024-10-15 10:22:01,079 - Train: 88.09% [1102050/1251000] [880.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.007] [optim_t 0.146] [lr 0.000133] [CE 3.685 (4.105)] [KD 2.532 (2.791)] 2024-10-15 10:22:08,830 - Train: 88.10% [1102100/1251000] [881.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000133] [CE 4.601 (4.123)] [KD 2.970 (2.763)] 2024-10-15 10:22:18,968 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38417] [top5_cnt 46594] [top_all 50000] 2024-10-15 10:22:18,968 - net: 76.834 (93.188) 2024-10-15 10:22:24,781 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39011] [top5_cnt 46882] [top_all 50000] 2024-10-15 10:22:24,782 - net_E: 78.022 (93.764) 2024-10-15 10:22:24,904 - Max [top1: 76.950 (epoch: 878)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:22:24,904 - ==> Total time: 1 day, 20:20:08 Eta: 5:59:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:22:30,100 - Train: 88.10% [1102150/1251000] [881.0/1000.0] [batch_t 0.304 (0.194)] [data_t 0.002] [optim_t 0.302] [lr 0.000133] [CE 4.694 (4.254)] [KD 3.047 (2.856)] 2024-10-15 10:22:37,736 - Train: 88.11% [1102200/1251000] [881.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000132] [CE 4.653 (4.123)] [KD 2.890 (2.773)] 2024-10-15 10:22:45,722 - Train: 88.11% [1102250/1251000] [881.1/1000.0] [batch_t 0.146 (0.160)] [data_t 0.005] [optim_t 0.141] [lr 0.000132] [CE 4.121 (4.095)] [KD 2.735 (2.741)] 2024-10-15 10:22:53,320 - Train: 88.11% [1102300/1251000] [881.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000132] [CE 4.675 (4.185)] [KD 3.031 (2.797)] 2024-10-15 10:23:00,888 - Train: 88.12% [1102350/1251000] [881.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000132] [CE 4.398 (4.129)] [KD 2.930 (2.767)] 2024-10-15 10:23:08,485 - Train: 88.12% [1102400/1251000] [881.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000132] [CE 3.888 (4.064)] [KD 2.738 (2.709)] 2024-10-15 10:23:16,361 - Train: 88.13% [1102450/1251000] [881.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000132] [CE 4.417 (4.156)] [KD 2.909 (2.778)] 2024-10-15 10:23:24,167 - Train: 88.13% [1102500/1251000] [881.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000132] [CE 4.218 (4.207)] [KD 2.874 (2.811)] 2024-10-15 10:23:31,843 - Train: 88.13% [1102550/1251000] [881.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000132] [CE 4.057 (4.052)] [KD 2.599 (2.728)] 2024-10-15 10:23:39,738 - Train: 88.14% [1102600/1251000] [881.4/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000132] [CE 3.736 (4.064)] [KD 2.617 (2.746)] 2024-10-15 10:23:47,361 - Train: 88.14% [1102650/1251000] [881.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000132] [CE 4.199 (4.153)] [KD 2.780 (2.777)] 2024-10-15 10:23:55,091 - Train: 88.15% [1102700/1251000] [881.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000132] [CE 3.838 (4.041)] [KD 2.705 (2.739)] 2024-10-15 10:24:02,781 - Train: 88.15% [1102750/1251000] [881.5/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000132] [CE 4.079 (4.154)] [KD 2.887 (2.781)] 2024-10-15 10:24:10,392 - Train: 88.15% [1102800/1251000] [881.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000132] [CE 4.371 (4.166)] [KD 2.942 (2.811)] 2024-10-15 10:24:18,114 - Train: 88.16% [1102850/1251000] [881.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000132] [CE 4.519 (4.176)] [KD 2.973 (2.799)] 2024-10-15 10:24:26,142 - Train: 88.16% [1102900/1251000] [881.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000132] [CE 4.386 (4.080)] [KD 2.857 (2.756)] 2024-10-15 10:24:33,844 - Train: 88.17% [1102950/1251000] [881.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000131] [CE 4.259 (4.140)] [KD 2.727 (2.779)] 2024-10-15 10:24:41,759 - Train: 88.17% [1103000/1251000] [881.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000131] [CE 3.528 (4.129)] [KD 2.477 (2.770)] 2024-10-15 10:24:49,370 - Train: 88.17% [1103050/1251000] [881.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000131] [CE 4.408 (4.164)] [KD 3.074 (2.798)] 2024-10-15 10:24:57,019 - Train: 88.18% [1103100/1251000] [881.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000131] [CE 4.214 (4.136)] [KD 2.608 (2.752)] 2024-10-15 10:25:04,746 - Train: 88.18% [1103150/1251000] [881.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000131] [CE 4.061 (4.079)] [KD 2.662 (2.711)] 2024-10-15 10:25:12,311 - Train: 88.19% [1103200/1251000] [881.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000131] [CE 3.915 (4.131)] [KD 2.640 (2.773)] 2024-10-15 10:25:19,970 - Train: 88.19% [1103250/1251000] [881.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000131] [CE 4.407 (4.140)] [KD 2.989 (2.774)] 2024-10-15 10:25:27,748 - Train: 88.19% [1103300/1251000] [881.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000131] [CE 3.961 (4.080)] [KD 2.676 (2.742)] 2024-10-15 10:25:35,531 - Train: 88.20% [1103350/1251000] [882.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000131] [CE 3.605 (4.142)] [KD 2.383 (2.775)] 2024-10-15 10:25:45,923 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38402] [top5_cnt 46647] [top_all 50000] 2024-10-15 10:25:45,923 - net: 76.804 (93.294) 2024-10-15 10:25:51,925 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39020] [top5_cnt 46884] [top_all 50000] 2024-10-15 10:25:51,925 - net_E: 78.040 (93.768) 2024-10-15 10:25:52,068 - Max [top1: 76.950 (epoch: 878)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:25:52,068 - ==> Total time: 1 day, 20:23:35 Eta: 5:56:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:25:57,085 - Train: 88.20% [1103400/1251000] [882.0/1000.0] [batch_t 0.154 (0.193)] [data_t 0.005] [optim_t 0.149] [lr 0.000131] [CE 4.359 (4.077)] [KD 2.966 (2.708)] 2024-10-15 10:26:04,743 - Train: 88.21% [1103450/1251000] [882.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000131] [CE 4.170 (4.153)] [KD 2.680 (2.775)] 2024-10-15 10:26:12,397 - Train: 88.21% [1103500/1251000] [882.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000131] [CE 4.215 (4.144)] [KD 2.708 (2.779)] 2024-10-15 10:26:20,132 - Train: 88.21% [1103550/1251000] [882.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000131] [CE 4.423 (4.090)] [KD 2.893 (2.759)] 2024-10-15 10:26:27,734 - Train: 88.22% [1103600/1251000] [882.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000131] [CE 4.430 (4.154)] [KD 2.780 (2.785)] 2024-10-15 10:26:35,531 - Train: 88.22% [1103650/1251000] [882.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000131] [CE 4.375 (4.142)] [KD 3.049 (2.779)] 2024-10-15 10:26:43,396 - Train: 88.23% [1103700/1251000] [882.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000130] [CE 4.075 (4.155)] [KD 2.881 (2.793)] 2024-10-15 10:26:50,920 - Train: 88.23% [1103750/1251000] [882.3/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000130] [CE 4.034 (4.119)] [KD 2.800 (2.737)] 2024-10-15 10:26:58,667 - Train: 88.23% [1103800/1251000] [882.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000130] [CE 4.026 (4.201)] [KD 2.639 (2.771)] 2024-10-15 10:27:06,349 - Train: 88.24% [1103850/1251000] [882.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000130] [CE 3.857 (4.133)] [KD 2.501 (2.708)] 2024-10-15 10:27:13,904 - Train: 88.24% [1103900/1251000] [882.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000130] [CE 4.049 (4.105)] [KD 2.810 (2.771)] 2024-10-15 10:27:21,638 - Train: 88.25% [1103950/1251000] [882.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000130] [CE 4.396 (4.132)] [KD 2.815 (2.781)] 2024-10-15 10:27:29,398 - Train: 88.25% [1104000/1251000] [882.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000130] [CE 3.995 (4.129)] [KD 2.688 (2.761)] 2024-10-15 10:27:36,881 - Train: 88.25% [1104050/1251000] [882.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000130] [CE 4.257 (4.139)] [KD 2.778 (2.748)] 2024-10-15 10:27:44,758 - Train: 88.26% [1104100/1251000] [882.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000130] [CE 4.437 (4.105)] [KD 2.972 (2.743)] 2024-10-15 10:27:52,320 - Train: 88.26% [1104150/1251000] [882.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000130] [CE 4.238 (4.109)] [KD 3.042 (2.765)] 2024-10-15 10:27:59,961 - Train: 88.27% [1104200/1251000] [882.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000130] [CE 4.174 (4.108)] [KD 2.784 (2.754)] 2024-10-15 10:28:07,875 - Train: 88.27% [1104250/1251000] [882.7/1000.0] [batch_t 0.249 (0.158)] [data_t 0.005] [optim_t 0.243] [lr 0.000130] [CE 3.910 (4.039)] [KD 2.608 (2.720)] 2024-10-15 10:28:15,524 - Train: 88.27% [1104300/1251000] [882.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000130] [CE 3.785 (4.081)] [KD 2.516 (2.736)] 2024-10-15 10:28:23,183 - Train: 88.28% [1104350/1251000] [882.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000130] [CE 4.520 (4.223)] [KD 2.944 (2.818)] 2024-10-15 10:28:30,791 - Train: 88.28% [1104400/1251000] [882.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000130] [CE 3.871 (4.057)] [KD 2.555 (2.751)] 2024-10-15 10:28:38,344 - Train: 88.29% [1104450/1251000] [882.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000129] [CE 4.112 (4.162)] [KD 2.938 (2.791)] 2024-10-15 10:28:46,089 - Train: 88.29% [1104500/1251000] [882.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000129] [CE 4.024 (4.143)] [KD 2.811 (2.800)] 2024-10-15 10:28:53,859 - Train: 88.29% [1104550/1251000] [882.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.153] [lr 0.000129] [CE 4.226 (4.172)] [KD 2.728 (2.783)] 2024-10-15 10:29:01,528 - Train: 88.30% [1104600/1251000] [883.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000129] [CE 4.567 (4.120)] [KD 2.920 (2.770)] 2024-10-15 10:29:12,171 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38572] [top5_cnt 46653] [top_all 50000] 2024-10-15 10:29:12,171 - net: 77.144 (93.306) 2024-10-15 10:29:17,888 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 39028] [top5_cnt 46864] [top_all 50000] 2024-10-15 10:29:17,889 - net_E: 78.056 (93.728) 2024-10-15 10:29:18,048 - Max [top1: 77.144 (epoch: 883)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:29:18,049 - ==> Total time: 1 day, 20:27:01 Eta: 5:53:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:29:28,570 - Train: 88.30% [1104650/1251000] [883.0/1000.0] [batch_t 0.151 (0.185)] [data_t 0.004] [optim_t 0.147] [lr 0.000129] [CE 3.838 (4.063)] [KD 2.708 (2.735)] 2024-10-15 10:29:36,236 - Train: 88.31% [1104700/1251000] [883.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000129] [CE 3.923 (4.058)] [KD 2.699 (2.742)] 2024-10-15 10:29:44,328 - Train: 88.31% [1104750/1251000] [883.1/1000.0] [batch_t 0.161 (0.162)] [data_t 0.004] [optim_t 0.157] [lr 0.000129] [CE 3.968 (4.091)] [KD 2.683 (2.749)] 2024-10-15 10:29:52,076 - Train: 88.31% [1104800/1251000] [883.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000129] [CE 4.226 (4.136)] [KD 2.776 (2.747)] 2024-10-15 10:29:59,890 - Train: 88.32% [1104850/1251000] [883.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000129] [CE 4.550 (4.160)] [KD 2.927 (2.766)] 2024-10-15 10:30:07,521 - Train: 88.32% [1104900/1251000] [883.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000129] [CE 4.462 (4.127)] [KD 2.937 (2.763)] 2024-10-15 10:30:15,234 - Train: 88.33% [1104950/1251000] [883.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000129] [CE 4.174 (4.126)] [KD 2.789 (2.760)] 2024-10-15 10:30:22,809 - Train: 88.33% [1105000/1251000] [883.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000129] [CE 4.533 (4.184)] [KD 3.117 (2.803)] 2024-10-15 10:30:30,435 - Train: 88.33% [1105050/1251000] [883.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000129] [CE 3.880 (4.018)] [KD 2.788 (2.679)] 2024-10-15 10:30:38,453 - Train: 88.34% [1105100/1251000] [883.4/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.144] [lr 0.000129] [CE 3.482 (4.041)] [KD 2.322 (2.694)] 2024-10-15 10:30:46,293 - Train: 88.34% [1105150/1251000] [883.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000129] [CE 3.618 (4.107)] [KD 2.556 (2.773)] 2024-10-15 10:30:53,889 - Train: 88.35% [1105200/1251000] [883.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000128] [CE 4.178 (4.123)] [KD 2.758 (2.764)] 2024-10-15 10:31:01,528 - Train: 88.35% [1105250/1251000] [883.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000128] [CE 3.938 (4.097)] [KD 2.724 (2.757)] 2024-10-15 10:31:09,119 - Train: 88.35% [1105300/1251000] [883.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000128] [CE 4.494 (4.080)] [KD 2.827 (2.734)] 2024-10-15 10:31:16,853 - Train: 88.36% [1105350/1251000] [883.6/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000128] [CE 3.927 (4.123)] [KD 2.545 (2.757)] 2024-10-15 10:31:24,675 - Train: 88.36% [1105400/1251000] [883.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000128] [CE 4.192 (4.122)] [KD 2.814 (2.761)] 2024-10-15 10:31:32,283 - Train: 88.37% [1105450/1251000] [883.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000128] [CE 4.524 (4.101)] [KD 2.982 (2.747)] 2024-10-15 10:31:40,154 - Train: 88.37% [1105500/1251000] [883.7/1000.0] [batch_t 0.262 (0.157)] [data_t 0.003] [optim_t 0.259] [lr 0.000128] [CE 4.081 (4.147)] [KD 2.698 (2.751)] 2024-10-15 10:31:47,963 - Train: 88.37% [1105550/1251000] [883.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000128] [CE 4.779 (4.204)] [KD 3.262 (2.809)] 2024-10-15 10:31:55,675 - Train: 88.38% [1105600/1251000] [883.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000128] [CE 3.951 (4.220)] [KD 2.615 (2.792)] 2024-10-15 10:32:03,395 - Train: 88.38% [1105650/1251000] [883.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000128] [CE 4.485 (4.143)] [KD 2.986 (2.778)] 2024-10-15 10:32:11,127 - Train: 88.39% [1105700/1251000] [883.9/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.000128] [CE 3.945 (4.136)] [KD 2.708 (2.787)] 2024-10-15 10:32:18,795 - Train: 88.39% [1105750/1251000] [883.9/1000.0] [batch_t 0.157 (0.153)] [data_t 0.006] [optim_t 0.151] [lr 0.000128] [CE 4.711 (4.184)] [KD 3.056 (2.812)] 2024-10-15 10:32:26,569 - Train: 88.39% [1105800/1251000] [883.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000128] [CE 3.847 (4.096)] [KD 2.580 (2.731)] 2024-10-15 10:32:34,122 - Train: 88.40% [1105850/1251000] [884.0/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000128] [CE 4.167 (4.214)] [KD 2.835 (2.813)] 2024-10-15 10:32:44,814 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38452] [top5_cnt 46620] [top_all 50000] 2024-10-15 10:32:44,814 - net: 76.904 (93.240) 2024-10-15 10:32:50,527 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38999] [top5_cnt 46874] [top_all 50000] 2024-10-15 10:32:50,527 - net_E: 77.998 (93.748) 2024-10-15 10:32:50,671 - Max [top1: 77.144 (epoch: 883)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:32:50,671 - ==> Total time: 1 day, 20:30:33 Eta: 5:50:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:32:55,226 - Train: 88.40% [1105900/1251000] [884.0/1000.0] [batch_t 0.275 (0.189)] [data_t 0.003] [optim_t 0.272] [lr 0.000128] [CE 3.717 (4.089)] [KD 2.552 (2.699)] 2024-10-15 10:33:03,214 - Train: 88.41% [1105950/1251000] [884.1/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000127] [CE 3.882 (4.170)] [KD 2.590 (2.793)] 2024-10-15 10:33:10,835 - Train: 88.41% [1106000/1251000] [884.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000127] [CE 4.027 (4.132)] [KD 2.747 (2.747)] 2024-10-15 10:33:18,547 - Train: 88.41% [1106050/1251000] [884.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000127] [CE 4.042 (4.163)] [KD 2.815 (2.756)] 2024-10-15 10:33:26,084 - Train: 88.42% [1106100/1251000] [884.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000127] [CE 4.435 (4.138)] [KD 3.083 (2.767)] 2024-10-15 10:33:33,719 - Train: 88.42% [1106150/1251000] [884.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000127] [CE 4.065 (4.165)] [KD 2.719 (2.757)] 2024-10-15 10:33:41,536 - Train: 88.43% [1106200/1251000] [884.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000127] [CE 4.181 (4.164)] [KD 2.544 (2.776)] 2024-10-15 10:33:49,421 - Train: 88.43% [1106250/1251000] [884.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000127] [CE 4.356 (4.095)] [KD 2.844 (2.752)] 2024-10-15 10:33:57,086 - Train: 88.43% [1106300/1251000] [884.3/1000.0] [batch_t 0.280 (0.153)] [data_t 0.003] [optim_t 0.278] [lr 0.000127] [CE 4.257 (4.070)] [KD 2.788 (2.707)] 2024-10-15 10:34:04,794 - Train: 88.44% [1106350/1251000] [884.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000127] [CE 4.505 (4.067)] [KD 3.096 (2.708)] 2024-10-15 10:34:12,438 - Train: 88.44% [1106400/1251000] [884.4/1000.0] [batch_t 0.160 (0.153)] [data_t 0.003] [optim_t 0.157] [lr 0.000127] [CE 4.391 (4.102)] [KD 3.004 (2.738)] 2024-10-15 10:34:20,119 - Train: 88.45% [1106450/1251000] [884.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000127] [CE 4.160 (4.121)] [KD 2.803 (2.756)] 2024-10-15 10:34:27,778 - Train: 88.45% [1106500/1251000] [884.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000127] [CE 4.571 (4.164)] [KD 2.882 (2.761)] 2024-10-15 10:34:35,570 - Train: 88.45% [1106550/1251000] [884.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000127] [CE 3.821 (4.122)] [KD 2.602 (2.750)] 2024-10-15 10:34:43,371 - Train: 88.46% [1106600/1251000] [884.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000127] [CE 4.151 (4.046)] [KD 2.800 (2.730)] 2024-10-15 10:34:51,261 - Train: 88.46% [1106650/1251000] [884.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000127] [CE 4.255 (4.045)] [KD 2.840 (2.723)] 2024-10-15 10:34:58,825 - Train: 88.47% [1106700/1251000] [884.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000126] [CE 4.308 (4.173)] [KD 2.742 (2.777)] 2024-10-15 10:35:06,462 - Train: 88.47% [1106750/1251000] [884.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000126] [CE 3.912 (4.120)] [KD 2.595 (2.727)] 2024-10-15 10:35:14,205 - Train: 88.47% [1106800/1251000] [884.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000126] [CE 4.066 (4.109)] [KD 2.828 (2.726)] 2024-10-15 10:35:21,751 - Train: 88.48% [1106850/1251000] [884.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000126] [CE 3.988 (4.074)] [KD 2.671 (2.721)] 2024-10-15 10:35:29,433 - Train: 88.48% [1106900/1251000] [884.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000126] [CE 3.812 (4.172)] [KD 2.633 (2.799)] 2024-10-15 10:35:37,012 - Train: 88.49% [1106950/1251000] [884.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000126] [CE 3.774 (4.084)] [KD 2.582 (2.760)] 2024-10-15 10:35:44,709 - Train: 88.49% [1107000/1251000] [884.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000126] [CE 3.841 (4.217)] [KD 2.505 (2.806)] 2024-10-15 10:35:52,516 - Train: 88.49% [1107050/1251000] [884.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000126] [CE 3.947 (4.187)] [KD 2.738 (2.822)] 2024-10-15 10:36:00,318 - Train: 88.50% [1107100/1251000] [885.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000126] [CE 4.188 (4.167)] [KD 2.755 (2.766)] 2024-10-15 10:36:11,291 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 38342] [top5_cnt 46562] [top_all 50000] 2024-10-15 10:36:11,291 - net: 76.684 (93.124) 2024-10-15 10:36:17,060 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39038] [top5_cnt 46868] [top_all 50000] 2024-10-15 10:36:17,061 - net_E: 78.076 (93.736) 2024-10-15 10:36:17,201 - Max [top1: 77.144 (epoch: 883)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:36:17,201 - ==> Total time: 1 day, 20:34:00 Eta: 5:47:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:36:26,107 - Train: 88.50% [1107150/1251000] [885.0/1000.0] [batch_t 0.150 (0.189)] [data_t 0.004] [optim_t 0.146] [lr 0.000126] [CE 3.674 (4.144)] [KD 2.526 (2.757)] 2024-10-15 10:36:33,908 - Train: 88.51% [1107200/1251000] [885.1/1000.0] [batch_t 0.145 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000126] [CE 3.671 (4.035)] [KD 2.685 (2.699)] 2024-10-15 10:36:41,476 - Train: 88.51% [1107250/1251000] [885.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000126] [CE 3.814 (4.067)] [KD 2.443 (2.693)] 2024-10-15 10:36:49,007 - Train: 88.51% [1107300/1251000] [885.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000126] [CE 3.612 (4.119)] [KD 2.344 (2.745)] 2024-10-15 10:36:56,889 - Train: 88.52% [1107350/1251000] [885.2/1000.0] [batch_t 0.147 (0.158)] [data_t 0.006] [optim_t 0.142] [lr 0.000126] [CE 4.002 (4.091)] [KD 2.467 (2.739)] 2024-10-15 10:37:04,631 - Train: 88.52% [1107400/1251000] [885.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000126] [CE 3.718 (4.117)] [KD 2.396 (2.748)] 2024-10-15 10:37:12,373 - Train: 88.53% [1107450/1251000] [885.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000125] [CE 4.161 (4.111)] [KD 2.658 (2.729)] 2024-10-15 10:37:20,154 - Train: 88.53% [1107500/1251000] [885.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000125] [CE 4.670 (4.152)] [KD 2.904 (2.764)] 2024-10-15 10:37:27,764 - Train: 88.53% [1107550/1251000] [885.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000125] [CE 4.411 (4.152)] [KD 2.945 (2.764)] 2024-10-15 10:37:35,655 - Train: 88.54% [1107600/1251000] [885.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000125] [CE 4.746 (4.129)] [KD 2.956 (2.749)] 2024-10-15 10:37:43,682 - Train: 88.54% [1107650/1251000] [885.4/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.000125] [CE 3.939 (4.152)] [KD 2.670 (2.755)] 2024-10-15 10:37:51,329 - Train: 88.55% [1107700/1251000] [885.5/1000.0] [batch_t 0.172 (0.153)] [data_t 0.004] [optim_t 0.167] [lr 0.000125] [CE 4.461 (4.133)] [KD 2.801 (2.737)] 2024-10-15 10:37:59,146 - Train: 88.55% [1107750/1251000] [885.5/1000.0] [batch_t 0.157 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000125] [CE 4.419 (4.094)] [KD 2.889 (2.731)] 2024-10-15 10:38:06,752 - Train: 88.55% [1107800/1251000] [885.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000125] [CE 4.453 (4.047)] [KD 2.899 (2.724)] 2024-10-15 10:38:14,370 - Train: 88.56% [1107850/1251000] [885.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000125] [CE 4.410 (4.185)] [KD 2.940 (2.761)] 2024-10-15 10:38:22,258 - Train: 88.56% [1107900/1251000] [885.6/1000.0] [batch_t 0.147 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000125] [CE 4.322 (4.079)] [KD 2.619 (2.725)] 2024-10-15 10:38:29,964 - Train: 88.57% [1107950/1251000] [885.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000125] [CE 4.577 (4.160)] [KD 2.966 (2.756)] 2024-10-15 10:38:37,803 - Train: 88.57% [1108000/1251000] [885.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000125] [CE 3.827 (4.212)] [KD 2.628 (2.806)] 2024-10-15 10:38:45,746 - Train: 88.57% [1108050/1251000] [885.7/1000.0] [batch_t 0.163 (0.159)] [data_t 0.005] [optim_t 0.159] [lr 0.000125] [CE 4.282 (4.148)] [KD 2.852 (2.758)] 2024-10-15 10:38:53,381 - Train: 88.58% [1108100/1251000] [885.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000125] [CE 4.534 (4.123)] [KD 2.874 (2.737)] 2024-10-15 10:39:01,008 - Train: 88.58% [1108150/1251000] [885.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000125] [CE 3.411 (4.185)] [KD 2.432 (2.786)] 2024-10-15 10:39:08,913 - Train: 88.59% [1108200/1251000] [885.9/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000124] [CE 4.275 (4.104)] [KD 2.664 (2.740)] 2024-10-15 10:39:16,503 - Train: 88.59% [1108250/1251000] [885.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000124] [CE 4.264 (4.201)] [KD 2.703 (2.764)] 2024-10-15 10:39:24,263 - Train: 88.59% [1108300/1251000] [885.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000124] [CE 4.075 (4.138)] [KD 2.889 (2.759)] 2024-10-15 10:39:32,160 - Train: 88.60% [1108350/1251000] [886.0/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000124] [CE 4.617 (4.101)] [KD 3.050 (2.741)] 2024-10-15 10:39:43,105 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38528] [top5_cnt 46674] [top_all 50000] 2024-10-15 10:39:43,105 - net: 77.056 (93.348) 2024-10-15 10:39:48,821 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 39043] [top5_cnt 46878] [top_all 50000] 2024-10-15 10:39:48,822 - net_E: 78.086 (93.756) 2024-10-15 10:39:48,977 - Max [top1: 77.144 (epoch: 883)] [top1-ema: 78.092 (epoch: 879)] 2024-10-15 10:39:48,977 - ==> Total time: 1 day, 20:37:32 Eta: 5:44:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:39:53,450 - Train: 88.60% [1108400/1251000] [886.0/1000.0] [batch_t 0.151 (0.181)] [data_t 0.004] [optim_t 0.147] [lr 0.000124] [CE 4.504 (4.164)] [KD 2.977 (2.768)] 2024-10-15 10:40:01,306 - Train: 88.61% [1108450/1251000] [886.1/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000124] [CE 4.367 (4.146)] [KD 2.835 (2.760)] 2024-10-15 10:40:09,194 - Train: 88.61% [1108500/1251000] [886.1/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000124] [CE 4.132 (4.128)] [KD 2.769 (2.761)] 2024-10-15 10:40:16,876 - Train: 88.61% [1108550/1251000] [886.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000124] [CE 4.561 (4.089)] [KD 3.077 (2.736)] 2024-10-15 10:40:24,506 - Train: 88.62% [1108600/1251000] [886.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000124] [CE 4.403 (4.129)] [KD 2.821 (2.744)] 2024-10-15 10:40:32,145 - Train: 88.62% [1108650/1251000] [886.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000124] [CE 4.076 (4.200)] [KD 2.645 (2.783)] 2024-10-15 10:40:39,931 - Train: 88.63% [1108700/1251000] [886.3/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000124] [CE 4.357 (4.123)] [KD 2.882 (2.733)] 2024-10-15 10:40:47,981 - Train: 88.63% [1108750/1251000] [886.3/1000.0] [batch_t 0.159 (0.161)] [data_t 0.005] [optim_t 0.154] [lr 0.000124] [CE 4.396 (4.228)] [KD 2.862 (2.804)] 2024-10-15 10:40:55,690 - Train: 88.63% [1108800/1251000] [886.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000124] [CE 4.160 (4.049)] [KD 2.751 (2.683)] 2024-10-15 10:41:03,276 - Train: 88.64% [1108850/1251000] [886.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000124] [CE 4.240 (4.145)] [KD 2.981 (2.762)] 2024-10-15 10:41:11,115 - Train: 88.64% [1108900/1251000] [886.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.006] [optim_t 0.148] [lr 0.000124] [CE 3.785 (4.237)] [KD 2.524 (2.811)] 2024-10-15 10:41:18,836 - Train: 88.65% [1108950/1251000] [886.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000123] [CE 4.439 (4.207)] [KD 2.848 (2.803)] 2024-10-15 10:41:26,478 - Train: 88.65% [1109000/1251000] [886.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000123] [CE 4.409 (4.111)] [KD 2.990 (2.757)] 2024-10-15 10:41:34,317 - Train: 88.65% [1109050/1251000] [886.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000123] [CE 4.196 (4.162)] [KD 2.775 (2.789)] 2024-10-15 10:41:42,024 - Train: 88.66% [1109100/1251000] [886.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000123] [CE 4.555 (4.130)] [KD 3.024 (2.747)] 2024-10-15 10:41:49,713 - Train: 88.66% [1109150/1251000] [886.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000123] [CE 4.309 (4.119)] [KD 2.669 (2.731)] 2024-10-15 10:41:57,411 - Train: 88.67% [1109200/1251000] [886.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000123] [CE 3.946 (4.122)] [KD 2.642 (2.753)] 2024-10-15 10:42:05,028 - Train: 88.67% [1109250/1251000] [886.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000123] [CE 3.824 (4.190)] [KD 2.627 (2.788)] 2024-10-15 10:42:12,758 - Train: 88.67% [1109300/1251000] [886.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000123] [CE 4.751 (4.238)] [KD 3.118 (2.832)] 2024-10-15 10:42:20,835 - Train: 88.68% [1109350/1251000] [886.8/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000123] [CE 4.425 (4.124)] [KD 2.908 (2.765)] 2024-10-15 10:42:28,448 - Train: 88.68% [1109400/1251000] [886.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000123] [CE 4.374 (4.021)] [KD 2.759 (2.681)] 2024-10-15 10:42:36,107 - Train: 88.69% [1109450/1251000] [886.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000123] [CE 4.744 (4.177)] [KD 3.165 (2.795)] 2024-10-15 10:42:43,791 - Train: 88.69% [1109500/1251000] [886.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000123] [CE 4.089 (4.066)] [KD 3.012 (2.719)] 2024-10-15 10:42:51,525 - Train: 88.69% [1109550/1251000] [886.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000123] [CE 4.180 (4.106)] [KD 2.715 (2.752)] 2024-10-15 10:42:59,679 - Train: 88.70% [1109600/1251000] [887.0/1000.0] [batch_t 0.253 (0.163)] [data_t 0.005] [optim_t 0.248] [lr 0.000123] [CE 3.856 (4.127)] [KD 2.483 (2.759)] 2024-10-15 10:43:11,422 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.114)] [top1_cnt 38517] [top5_cnt 46625] [top_all 50000] 2024-10-15 10:43:11,423 - net: 77.034 (93.250) 2024-10-15 10:43:17,248 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 39071] [top5_cnt 46866] [top_all 50000] 2024-10-15 10:43:17,248 - net_E: 78.142 (93.732) 2024-10-15 10:43:17,423 - Max [top1: 77.144 (epoch: 883)] [top1-ema: 78.142 (epoch: 887)] 2024-10-15 10:43:17,424 - ==> Total time: 1 day, 20:41:00 Eta: 5:41:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:43:25,294 - Train: 88.70% [1109650/1251000] [887.0/1000.0] [batch_t 0.151 (0.181)] [data_t 0.004] [optim_t 0.147] [lr 0.000123] [CE 4.804 (4.115)] [KD 3.183 (2.736)] 2024-10-15 10:43:32,991 - Train: 88.71% [1109700/1251000] [887.1/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000123] [CE 3.821 (4.196)] [KD 2.543 (2.764)] 2024-10-15 10:43:40,609 - Train: 88.71% [1109750/1251000] [887.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000122] [CE 4.167 (4.185)] [KD 2.826 (2.794)] 2024-10-15 10:43:48,266 - Train: 88.71% [1109800/1251000] [887.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000122] [CE 4.172 (4.176)] [KD 2.731 (2.775)] 2024-10-15 10:43:55,869 - Train: 88.72% [1109850/1251000] [887.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000122] [CE 3.999 (4.166)] [KD 2.703 (2.784)] 2024-10-15 10:44:03,891 - Train: 88.72% [1109900/1251000] [887.2/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000122] [CE 4.300 (4.134)] [KD 2.906 (2.737)] 2024-10-15 10:44:11,853 - Train: 88.73% [1109950/1251000] [887.3/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.000122] [CE 4.256 (4.122)] [KD 2.854 (2.732)] 2024-10-15 10:44:19,433 - Train: 88.73% [1110000/1251000] [887.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000122] [CE 3.582 (4.080)] [KD 2.449 (2.731)] 2024-10-15 10:44:27,103 - Train: 88.73% [1110050/1251000] [887.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000122] [CE 4.534 (4.106)] [KD 2.959 (2.723)] 2024-10-15 10:44:34,675 - Train: 88.74% [1110100/1251000] [887.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000122] [CE 4.568 (4.196)] [KD 2.961 (2.793)] 2024-10-15 10:44:42,294 - Train: 88.74% [1110150/1251000] [887.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000122] [CE 3.802 (4.080)] [KD 2.686 (2.753)] 2024-10-15 10:44:50,221 - Train: 88.75% [1110200/1251000] [887.5/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000122] [CE 3.623 (4.091)] [KD 2.423 (2.724)] 2024-10-15 10:44:57,872 - Train: 88.75% [1110250/1251000] [887.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000122] [CE 3.939 (4.117)] [KD 2.764 (2.739)] 2024-10-15 10:45:05,438 - Train: 88.75% [1110300/1251000] [887.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000122] [CE 4.225 (4.160)] [KD 2.658 (2.768)] 2024-10-15 10:45:13,119 - Train: 88.76% [1110350/1251000] [887.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000122] [CE 4.140 (4.114)] [KD 2.845 (2.745)] 2024-10-15 10:45:20,840 - Train: 88.76% [1110400/1251000] [887.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000122] [CE 4.060 (4.165)] [KD 2.654 (2.762)] 2024-10-15 10:45:28,729 - Train: 88.76% [1110450/1251000] [887.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000122] [CE 3.938 (4.176)] [KD 2.689 (2.778)] 2024-10-15 10:45:36,402 - Train: 88.77% [1110500/1251000] [887.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000121] [CE 3.460 (4.106)] [KD 2.476 (2.736)] 2024-10-15 10:45:44,074 - Train: 88.77% [1110550/1251000] [887.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000121] [CE 3.885 (4.081)] [KD 2.673 (2.731)] 2024-10-15 10:45:51,675 - Train: 88.78% [1110600/1251000] [887.8/1000.0] [batch_t 0.159 (0.152)] [data_t 0.005] [optim_t 0.155] [lr 0.000121] [CE 3.915 (4.085)] [KD 2.576 (2.726)] 2024-10-15 10:45:59,348 - Train: 88.78% [1110650/1251000] [887.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000121] [CE 4.422 (4.155)] [KD 2.958 (2.762)] 2024-10-15 10:46:06,969 - Train: 88.78% [1110700/1251000] [887.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000121] [CE 4.431 (4.184)] [KD 2.919 (2.767)] 2024-10-15 10:46:14,871 - Train: 88.79% [1110750/1251000] [887.9/1000.0] [batch_t 0.148 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000121] [CE 4.244 (4.122)] [KD 2.947 (2.742)] 2024-10-15 10:46:22,666 - Train: 88.79% [1110800/1251000] [887.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000121] [CE 4.626 (4.064)] [KD 2.990 (2.689)] 2024-10-15 10:46:30,231 - Train: 88.80% [1110850/1251000] [888.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000121] [CE 3.768 (4.124)] [KD 2.500 (2.746)] 2024-10-15 10:46:41,992 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38625] [top5_cnt 46692] [top_all 50000] 2024-10-15 10:46:41,992 - net: 77.250 (93.384) 2024-10-15 10:46:47,817 - Test (net_E): 100.00% [50/50] [batch_t 0.031 (0.106)] [top1_cnt 39083] [top5_cnt 46875] [top_all 50000] 2024-10-15 10:46:47,817 - net_E: 78.166 (93.750) 2024-10-15 10:46:47,927 - Max [top1: 77.250 (epoch: 888)] [top1-ema: 78.166 (epoch: 888)] 2024-10-15 10:46:47,928 - ==> Total time: 1 day, 20:44:31 Eta: 5:38:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:46:56,851 - Train: 88.80% [1110900/1251000] [888.0/1000.0] [batch_t 0.148 (0.185)] [data_t 0.004] [optim_t 0.144] [lr 0.000121] [CE 4.119 (4.083)] [KD 2.761 (2.699)] 2024-10-15 10:47:04,436 - Train: 88.80% [1110950/1251000] [888.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000121] [CE 3.859 (4.132)] [KD 2.729 (2.734)] 2024-10-15 10:47:12,038 - Train: 88.81% [1111000/1251000] [888.1/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000121] [CE 4.233 (4.179)] [KD 2.772 (2.766)] 2024-10-15 10:47:19,819 - Train: 88.81% [1111050/1251000] [888.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.142] [lr 0.000121] [CE 3.699 (4.115)] [KD 2.533 (2.757)] 2024-10-15 10:47:27,473 - Train: 88.82% [1111100/1251000] [888.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000121] [CE 3.923 (4.018)] [KD 2.605 (2.705)] 2024-10-15 10:47:35,145 - Train: 88.82% [1111150/1251000] [888.2/1000.0] [batch_t 0.277 (0.153)] [data_t 0.004] [optim_t 0.274] [lr 0.000121] [CE 4.557 (4.120)] [KD 3.044 (2.712)] 2024-10-15 10:47:42,852 - Train: 88.82% [1111200/1251000] [888.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000121] [CE 3.967 (4.171)] [KD 2.816 (2.811)] 2024-10-15 10:47:50,498 - Train: 88.83% [1111250/1251000] [888.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000121] [CE 3.649 (4.110)] [KD 2.542 (2.763)] 2024-10-15 10:47:58,178 - Train: 88.83% [1111300/1251000] [888.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000120] [CE 4.002 (4.055)] [KD 2.615 (2.706)] 2024-10-15 10:48:05,912 - Train: 88.84% [1111350/1251000] [888.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000120] [CE 4.377 (4.153)] [KD 3.043 (2.761)] 2024-10-15 10:48:13,401 - Train: 88.84% [1111400/1251000] [888.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000120] [CE 4.769 (4.147)] [KD 3.283 (2.753)] 2024-10-15 10:48:21,005 - Train: 88.84% [1111450/1251000] [888.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000120] [CE 4.111 (4.181)] [KD 2.782 (2.768)] 2024-10-15 10:48:28,658 - Train: 88.85% [1111500/1251000] [888.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000120] [CE 3.751 (4.145)] [KD 2.602 (2.744)] 2024-10-15 10:48:36,356 - Train: 88.85% [1111550/1251000] [888.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000120] [CE 4.441 (4.201)] [KD 2.989 (2.803)] 2024-10-15 10:48:44,030 - Train: 88.86% [1111600/1251000] [888.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000120] [CE 4.262 (4.153)] [KD 2.923 (2.779)] 2024-10-15 10:48:51,739 - Train: 88.86% [1111650/1251000] [888.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000120] [CE 4.628 (4.105)] [KD 3.019 (2.735)] 2024-10-15 10:48:59,504 - Train: 88.86% [1111700/1251000] [888.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000120] [CE 4.195 (4.084)] [KD 2.857 (2.738)] 2024-10-15 10:49:07,464 - Train: 88.87% [1111750/1251000] [888.7/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000120] [CE 3.898 (4.103)] [KD 2.637 (2.739)] 2024-10-15 10:49:15,013 - Train: 88.87% [1111800/1251000] [888.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000120] [CE 4.026 (4.038)] [KD 2.657 (2.691)] 2024-10-15 10:49:22,549 - Train: 88.88% [1111850/1251000] [888.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000120] [CE 3.886 (4.082)] [KD 2.548 (2.744)] 2024-10-15 10:49:30,190 - Train: 88.88% [1111900/1251000] [888.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000120] [CE 3.935 (4.144)] [KD 2.658 (2.764)] 2024-10-15 10:49:37,966 - Train: 88.88% [1111950/1251000] [888.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000120] [CE 4.156 (4.172)] [KD 2.864 (2.766)] 2024-10-15 10:49:45,700 - Train: 88.89% [1112000/1251000] [888.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000120] [CE 4.574 (4.117)] [KD 3.022 (2.753)] 2024-10-15 10:49:53,356 - Train: 88.89% [1112050/1251000] [888.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000119] [CE 4.144 (4.127)] [KD 2.899 (2.743)] 2024-10-15 10:50:01,136 - Train: 88.90% [1112100/1251000] [889.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000119] [CE 4.126 (4.181)] [KD 2.821 (2.785)] 2024-10-15 10:50:12,871 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38546] [top5_cnt 46616] [top_all 50000] 2024-10-15 10:50:12,871 - net: 77.092 (93.232) 2024-10-15 10:50:18,774 - Test (net_E): 100.00% [50/50] [batch_t 0.030 (0.106)] [top1_cnt 39062] [top5_cnt 46874] [top_all 50000] 2024-10-15 10:50:18,775 - net_E: 78.124 (93.748) 2024-10-15 10:50:18,906 - Max [top1: 77.250 (epoch: 888)] [top1-ema: 78.166 (epoch: 888)] 2024-10-15 10:50:18,907 - ==> Total time: 1 day, 20:48:02 Eta: 5:35:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:50:22,752 - Train: 88.90% [1112150/1251000] [889.0/1000.0] [batch_t 0.149 (0.190)] [data_t 0.004] [optim_t 0.145] [lr 0.000119] [CE 4.122 (4.139)] [KD 2.656 (2.670)] 2024-10-15 10:50:30,375 - Train: 88.90% [1112200/1251000] [889.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000119] [CE 4.265 (4.119)] [KD 2.722 (2.709)] 2024-10-15 10:50:37,998 - Train: 88.91% [1112250/1251000] [889.1/1000.0] [batch_t 0.158 (0.152)] [data_t 0.004] [optim_t 0.154] [lr 0.000119] [CE 3.834 (4.052)] [KD 2.473 (2.704)] 2024-10-15 10:50:45,821 - Train: 88.91% [1112300/1251000] [889.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000119] [CE 4.100 (4.152)] [KD 2.852 (2.754)] 2024-10-15 10:50:53,610 - Train: 88.92% [1112350/1251000] [889.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000119] [CE 4.338 (4.014)] [KD 2.801 (2.713)] 2024-10-15 10:51:01,290 - Train: 88.92% [1112400/1251000] [889.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000119] [CE 3.947 (4.141)] [KD 2.535 (2.759)] 2024-10-15 10:51:09,211 - Train: 88.92% [1112450/1251000] [889.2/1000.0] [batch_t 0.158 (0.158)] [data_t 0.004] [optim_t 0.153] [lr 0.000119] [CE 4.478 (4.137)] [KD 2.990 (2.716)] 2024-10-15 10:51:16,926 - Train: 88.93% [1112500/1251000] [889.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000119] [CE 4.088 (4.136)] [KD 2.733 (2.732)] 2024-10-15 10:51:24,732 - Train: 88.93% [1112550/1251000] [889.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000119] [CE 3.821 (4.101)] [KD 2.561 (2.733)] 2024-10-15 10:51:32,322 - Train: 88.94% [1112600/1251000] [889.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000119] [CE 3.979 (4.163)] [KD 2.592 (2.753)] 2024-10-15 10:51:39,879 - Train: 88.94% [1112650/1251000] [889.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000119] [CE 4.265 (4.051)] [KD 3.008 (2.692)] 2024-10-15 10:51:47,509 - Train: 88.94% [1112700/1251000] [889.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000119] [CE 4.396 (4.148)] [KD 2.673 (2.729)] 2024-10-15 10:51:55,389 - Train: 88.95% [1112750/1251000] [889.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000119] [CE 3.782 (4.023)] [KD 2.631 (2.692)] 2024-10-15 10:52:03,101 - Train: 88.95% [1112800/1251000] [889.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000119] [CE 3.582 (4.175)] [KD 2.370 (2.773)] 2024-10-15 10:52:10,881 - Train: 88.96% [1112850/1251000] [889.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000118] [CE 3.931 (4.066)] [KD 2.798 (2.723)] 2024-10-15 10:52:18,547 - Train: 88.96% [1112900/1251000] [889.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000118] [CE 4.262 (4.163)] [KD 2.723 (2.745)] 2024-10-15 10:52:26,054 - Train: 88.96% [1112950/1251000] [889.6/1000.0] [batch_t 0.157 (0.150)] [data_t 0.005] [optim_t 0.152] [lr 0.000118] [CE 4.019 (4.157)] [KD 2.655 (2.765)] 2024-10-15 10:52:33,723 - Train: 88.97% [1113000/1251000] [889.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000118] [CE 3.859 (4.142)] [KD 2.508 (2.724)] 2024-10-15 10:52:41,373 - Train: 88.97% [1113050/1251000] [889.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000118] [CE 3.721 (4.145)] [KD 2.386 (2.723)] 2024-10-15 10:52:49,044 - Train: 88.98% [1113100/1251000] [889.8/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.142] [lr 0.000118] [CE 4.080 (4.087)] [KD 2.727 (2.716)] 2024-10-15 10:52:56,895 - Train: 88.98% [1113150/1251000] [889.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000118] [CE 4.207 (4.106)] [KD 2.639 (2.720)] 2024-10-15 10:53:04,523 - Train: 88.98% [1113200/1251000] [889.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000118] [CE 4.030 (4.058)] [KD 2.532 (2.705)] 2024-10-15 10:53:12,163 - Train: 88.99% [1113250/1251000] [889.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000118] [CE 3.635 (4.133)] [KD 2.720 (2.752)] 2024-10-15 10:53:20,032 - Train: 88.99% [1113300/1251000] [889.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000118] [CE 4.084 (4.144)] [KD 2.630 (2.731)] 2024-10-15 10:53:27,828 - Train: 89.00% [1113350/1251000] [890.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000118] [CE 4.063 (4.152)] [KD 2.849 (2.760)] 2024-10-15 10:53:39,711 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38606] [top5_cnt 46681] [top_all 50000] 2024-10-15 10:53:39,712 - net: 77.212 (93.362) 2024-10-15 10:53:45,472 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39075] [top5_cnt 46880] [top_all 50000] 2024-10-15 10:53:45,473 - net_E: 78.150 (93.760) 2024-10-15 10:53:45,636 - Max [top1: 77.250 (epoch: 888)] [top1-ema: 78.166 (epoch: 888)] 2024-10-15 10:53:45,637 - ==> Total time: 1 day, 20:51:28 Eta: 5:32:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:53:49,216 - Train: 89.00% [1113400/1251000] [890.0/1000.0] [batch_t 0.152 (0.200)] [data_t 0.003] [optim_t 0.149] [lr 0.000118] [CE 4.279 (4.182)] [KD 2.793 (2.693)] 2024-10-15 10:53:56,917 - Train: 89.00% [1113450/1251000] [890.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000118] [CE 4.471 (4.068)] [KD 2.980 (2.688)] 2024-10-15 10:54:04,562 - Train: 89.01% [1113500/1251000] [890.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000118] [CE 4.105 (4.117)] [KD 2.584 (2.721)] 2024-10-15 10:54:12,513 - Train: 89.01% [1113550/1251000] [890.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000118] [CE 4.212 (4.189)] [KD 2.702 (2.745)] 2024-10-15 10:54:20,212 - Train: 89.02% [1113600/1251000] [890.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000118] [CE 3.516 (4.127)] [KD 2.283 (2.736)] 2024-10-15 10:54:27,784 - Train: 89.02% [1113650/1251000] [890.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000117] [CE 3.985 (4.103)] [KD 2.660 (2.691)] 2024-10-15 10:54:35,546 - Train: 89.02% [1113700/1251000] [890.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000117] [CE 4.328 (4.150)] [KD 2.759 (2.754)] 2024-10-15 10:54:43,401 - Train: 89.03% [1113750/1251000] [890.3/1000.0] [batch_t 0.155 (0.157)] [data_t 0.003] [optim_t 0.152] [lr 0.000117] [CE 4.087 (4.162)] [KD 2.517 (2.735)] 2024-10-15 10:54:51,144 - Train: 89.03% [1113800/1251000] [890.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000117] [CE 4.352 (4.113)] [KD 2.782 (2.740)] 2024-10-15 10:54:59,081 - Train: 89.04% [1113850/1251000] [890.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000117] [CE 4.288 (4.122)] [KD 2.802 (2.707)] 2024-10-15 10:55:06,670 - Train: 89.04% [1113900/1251000] [890.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000117] [CE 4.317 (4.118)] [KD 2.900 (2.725)] 2024-10-15 10:55:14,300 - Train: 89.04% [1113950/1251000] [890.4/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000117] [CE 3.807 (4.130)] [KD 2.499 (2.736)] 2024-10-15 10:55:21,861 - Train: 89.05% [1114000/1251000] [890.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000117] [CE 4.062 (4.108)] [KD 2.824 (2.740)] 2024-10-15 10:55:29,533 - Train: 89.05% [1114050/1251000] [890.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000117] [CE 4.323 (4.134)] [KD 2.943 (2.740)] 2024-10-15 10:55:37,329 - Train: 89.06% [1114100/1251000] [890.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000117] [CE 3.627 (4.152)] [KD 2.541 (2.751)] 2024-10-15 10:55:45,266 - Train: 89.06% [1114150/1251000] [890.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000117] [CE 4.255 (4.015)] [KD 2.760 (2.693)] 2024-10-15 10:55:52,983 - Train: 89.06% [1114200/1251000] [890.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000117] [CE 4.501 (4.092)] [KD 2.926 (2.703)] 2024-10-15 10:56:00,703 - Train: 89.07% [1114250/1251000] [890.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000117] [CE 3.954 (4.072)] [KD 2.429 (2.715)] 2024-10-15 10:56:08,302 - Train: 89.07% [1114300/1251000] [890.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000117] [CE 4.239 (4.049)] [KD 2.813 (2.699)] 2024-10-15 10:56:15,862 - Train: 89.08% [1114350/1251000] [890.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000117] [CE 3.980 (4.211)] [KD 2.695 (2.755)] 2024-10-15 10:56:23,617 - Train: 89.08% [1114400/1251000] [890.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000117] [CE 4.030 (4.206)] [KD 2.674 (2.758)] 2024-10-15 10:56:31,367 - Train: 89.08% [1114450/1251000] [890.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000116] [CE 3.889 (4.152)] [KD 2.552 (2.752)] 2024-10-15 10:56:38,940 - Train: 89.09% [1114500/1251000] [890.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000116] [CE 3.877 (4.162)] [KD 2.554 (2.766)] 2024-10-15 10:56:46,603 - Train: 89.09% [1114550/1251000] [890.9/1000.0] [batch_t 0.279 (0.153)] [data_t 0.005] [optim_t 0.274] [lr 0.000116] [CE 4.236 (4.180)] [KD 2.877 (2.770)] 2024-10-15 10:56:54,439 - Train: 89.10% [1114600/1251000] [891.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000116] [CE 4.129 (4.134)] [KD 2.662 (2.716)] 2024-10-15 10:57:06,235 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38683] [top5_cnt 46714] [top_all 50000] 2024-10-15 10:57:06,235 - net: 77.366 (93.428) 2024-10-15 10:57:12,159 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39098] [top5_cnt 46892] [top_all 50000] 2024-10-15 10:57:12,159 - net_E: 78.196 (93.784) 2024-10-15 10:57:12,253 - Max [top1: 77.366 (epoch: 891)] [top1-ema: 78.196 (epoch: 891)] 2024-10-15 10:57:12,254 - ==> Total time: 1 day, 20:54:55 Eta: 5:29:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 10:57:20,930 - Train: 89.10% [1114650/1251000] [891.0/1000.0] [batch_t 0.147 (0.225)] [data_t 0.004] [optim_t 0.144] [lr 0.000116] [CE 4.274 (4.080)] [KD 2.711 (2.644)] 2024-10-15 10:57:28,555 - Train: 89.10% [1114700/1251000] [891.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.003] [optim_t 0.152] [lr 0.000116] [CE 3.974 (4.199)] [KD 2.629 (2.762)] 2024-10-15 10:57:36,336 - Train: 89.11% [1114750/1251000] [891.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000116] [CE 3.833 (4.118)] [KD 2.550 (2.701)] 2024-10-15 10:57:44,116 - Train: 89.11% [1114800/1251000] [891.1/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000116] [CE 4.316 (4.116)] [KD 2.712 (2.705)] 2024-10-15 10:57:51,983 - Train: 89.12% [1114850/1251000] [891.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.153] [lr 0.000116] [CE 3.533 (4.125)] [KD 2.436 (2.746)] 2024-10-15 10:57:59,729 - Train: 89.12% [1114900/1251000] [891.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000116] [CE 3.811 (4.141)] [KD 2.510 (2.738)] 2024-10-15 10:58:07,444 - Train: 89.12% [1114950/1251000] [891.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000116] [CE 4.331 (4.200)] [KD 2.801 (2.791)] 2024-10-15 10:58:15,060 - Train: 89.13% [1115000/1251000] [891.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000116] [CE 4.117 (4.072)] [KD 2.702 (2.666)] 2024-10-15 10:58:22,787 - Train: 89.13% [1115050/1251000] [891.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000116] [CE 4.280 (4.144)] [KD 2.825 (2.731)] 2024-10-15 10:58:30,493 - Train: 89.14% [1115100/1251000] [891.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000116] [CE 3.971 (4.093)] [KD 2.647 (2.725)] 2024-10-15 10:58:38,432 - Train: 89.14% [1115150/1251000] [891.4/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000116] [CE 3.809 (4.051)] [KD 2.471 (2.708)] 2024-10-15 10:58:46,157 - Train: 89.14% [1115200/1251000] [891.4/1000.0] [batch_t 0.294 (0.154)] [data_t 0.004] [optim_t 0.289] [lr 0.000116] [CE 4.014 (4.115)] [KD 2.597 (2.713)] 2024-10-15 10:58:53,671 - Train: 89.15% [1115250/1251000] [891.5/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000115] [CE 4.233 (4.146)] [KD 2.999 (2.725)] 2024-10-15 10:59:01,314 - Train: 89.15% [1115300/1251000] [891.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000115] [CE 4.336 (4.122)] [KD 2.991 (2.698)] 2024-10-15 10:59:09,082 - Train: 89.16% [1115350/1251000] [891.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000115] [CE 4.254 (4.119)] [KD 2.837 (2.734)] 2024-10-15 10:59:16,795 - Train: 89.16% [1115400/1251000] [891.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000115] [CE 4.623 (4.082)] [KD 3.005 (2.689)] 2024-10-15 10:59:24,592 - Train: 89.16% [1115450/1251000] [891.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000115] [CE 4.209 (4.154)] [KD 2.891 (2.737)] 2024-10-15 10:59:32,297 - Train: 89.17% [1115500/1251000] [891.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000115] [CE 4.696 (4.167)] [KD 3.059 (2.779)] 2024-10-15 10:59:39,936 - Train: 89.17% [1115550/1251000] [891.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000115] [CE 4.136 (4.079)] [KD 2.727 (2.699)] 2024-10-15 10:59:47,664 - Train: 89.18% [1115600/1251000] [891.8/1000.0] [batch_t 0.168 (0.154)] [data_t 0.004] [optim_t 0.164] [lr 0.000115] [CE 3.971 (4.115)] [KD 2.653 (2.717)] 2024-10-15 10:59:55,376 - Train: 89.18% [1115650/1251000] [891.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000115] [CE 3.912 (4.145)] [KD 2.514 (2.714)] 2024-10-15 11:00:03,224 - Train: 89.18% [1115700/1251000] [891.8/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000115] [CE 4.336 (4.127)] [KD 2.767 (2.740)] 2024-10-15 11:00:10,963 - Train: 89.19% [1115750/1251000] [891.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000115] [CE 3.780 (4.166)] [KD 2.479 (2.747)] 2024-10-15 11:00:18,741 - Train: 89.19% [1115800/1251000] [891.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000115] [CE 4.429 (4.092)] [KD 2.911 (2.712)] 2024-10-15 11:00:26,307 - Train: 89.20% [1115850/1251000] [892.0/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000115] [CE 4.356 (4.125)] [KD 2.790 (2.723)] 2024-10-15 11:00:38,381 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38502] [top5_cnt 46583] [top_all 50000] 2024-10-15 11:00:38,382 - net: 77.004 (93.166) 2024-10-15 11:00:44,213 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 39094] [top5_cnt 46896] [top_all 50000] 2024-10-15 11:00:44,213 - net_E: 78.188 (93.792) 2024-10-15 11:00:44,360 - Max [top1: 77.366 (epoch: 891)] [top1-ema: 78.196 (epoch: 891)] 2024-10-15 11:00:44,361 - ==> Total time: 1 day, 20:58:27 Eta: 5:26:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:00:47,743 - Train: 89.20% [1115900/1251000] [892.0/1000.0] [batch_t 0.148 (0.214)] [data_t 0.003] [optim_t 0.145] [lr 0.000115] [CE 4.400 (4.089)] [KD 2.996 (2.751)] 2024-10-15 11:00:55,554 - Train: 89.20% [1115950/1251000] [892.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.004] [optim_t 0.142] [lr 0.000115] [CE 3.729 (4.109)] [KD 2.443 (2.713)] 2024-10-15 11:01:03,362 - Train: 89.21% [1116000/1251000] [892.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000115] [CE 3.944 (4.075)] [KD 2.480 (2.688)] 2024-10-15 11:01:11,202 - Train: 89.21% [1116050/1251000] [892.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000114] [CE 4.272 (4.132)] [KD 2.817 (2.701)] 2024-10-15 11:01:18,849 - Train: 89.22% [1116100/1251000] [892.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000114] [CE 4.123 (4.141)] [KD 2.821 (2.729)] 2024-10-15 11:01:26,510 - Train: 89.22% [1116150/1251000] [892.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000114] [CE 4.221 (4.094)] [KD 2.665 (2.699)] 2024-10-15 11:01:34,028 - Train: 89.22% [1116200/1251000] [892.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000114] [CE 4.507 (4.145)] [KD 3.020 (2.722)] 2024-10-15 11:01:41,808 - Train: 89.23% [1116250/1251000] [892.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000114] [CE 4.240 (4.144)] [KD 2.930 (2.748)] 2024-10-15 11:01:49,471 - Train: 89.23% [1116300/1251000] [892.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000114] [CE 4.119 (4.093)] [KD 2.965 (2.700)] 2024-10-15 11:01:57,175 - Train: 89.24% [1116350/1251000] [892.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000114] [CE 4.202 (4.000)] [KD 2.670 (2.622)] 2024-10-15 11:02:04,860 - Train: 89.24% [1116400/1251000] [892.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000114] [CE 3.888 (4.072)] [KD 2.840 (2.690)] 2024-10-15 11:02:12,549 - Train: 89.24% [1116450/1251000] [892.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.005] [optim_t 0.152] [lr 0.000114] [CE 4.010 (4.116)] [KD 2.631 (2.721)] 2024-10-15 11:02:20,190 - Train: 89.25% [1116500/1251000] [892.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000114] [CE 4.087 (4.044)] [KD 2.702 (2.689)] 2024-10-15 11:02:27,820 - Train: 89.25% [1116550/1251000] [892.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000114] [CE 4.347 (4.100)] [KD 2.849 (2.718)] 2024-10-15 11:02:35,515 - Train: 89.26% [1116600/1251000] [892.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000114] [CE 3.773 (4.158)] [KD 2.446 (2.742)] 2024-10-15 11:02:43,107 - Train: 89.26% [1116650/1251000] [892.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000114] [CE 3.951 (4.150)] [KD 2.827 (2.744)] 2024-10-15 11:02:50,843 - Train: 89.26% [1116700/1251000] [892.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000114] [CE 4.517 (4.096)] [KD 2.974 (2.736)] 2024-10-15 11:02:58,464 - Train: 89.27% [1116750/1251000] [892.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000114] [CE 4.326 (4.083)] [KD 2.768 (2.720)] 2024-10-15 11:03:06,202 - Train: 89.27% [1116800/1251000] [892.7/1000.0] [batch_t 0.159 (0.155)] [data_t 0.005] [optim_t 0.154] [lr 0.000114] [CE 4.124 (4.132)] [KD 2.699 (2.745)] 2024-10-15 11:03:14,027 - Train: 89.28% [1116850/1251000] [892.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000113] [CE 4.220 (4.116)] [KD 2.827 (2.714)] 2024-10-15 11:03:21,673 - Train: 89.28% [1116900/1251000] [892.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000113] [CE 4.450 (4.107)] [KD 2.708 (2.729)] 2024-10-15 11:03:29,367 - Train: 89.28% [1116950/1251000] [892.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000113] [CE 4.356 (4.210)] [KD 2.681 (2.781)] 2024-10-15 11:03:36,890 - Train: 89.29% [1117000/1251000] [892.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000113] [CE 4.231 (4.178)] [KD 2.852 (2.768)] 2024-10-15 11:03:44,453 - Train: 89.29% [1117050/1251000] [892.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000113] [CE 4.437 (4.179)] [KD 3.009 (2.761)] 2024-10-15 11:03:52,287 - Train: 89.30% [1117100/1251000] [893.0/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000113] [CE 4.427 (4.118)] [KD 2.859 (2.703)] 2024-10-15 11:04:04,592 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 38585] [top5_cnt 46753] [top_all 50000] 2024-10-15 11:04:04,592 - net: 77.170 (93.506) 2024-10-15 11:04:10,504 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 39129] [top5_cnt 46907] [top_all 50000] 2024-10-15 11:04:10,505 - net_E: 78.258 (93.814) 2024-10-15 11:04:10,646 - Max [top1: 77.366 (epoch: 891)] [top1-ema: 78.258 (epoch: 893)] 2024-10-15 11:04:10,646 - ==> Total time: 1 day, 21:01:53 Eta: 5:23:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:04:20,308 - Train: 89.30% [1117150/1251000] [893.0/1000.0] [batch_t 0.149 (0.226)] [data_t 0.004] [optim_t 0.145] [lr 0.000113] [CE 3.669 (4.060)] [KD 2.644 (2.699)] 2024-10-15 11:04:27,989 - Train: 89.30% [1117200/1251000] [893.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000113] [CE 4.022 (4.100)] [KD 2.576 (2.693)] 2024-10-15 11:04:35,600 - Train: 89.31% [1117250/1251000] [893.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000113] [CE 4.428 (4.114)] [KD 2.850 (2.717)] 2024-10-15 11:04:43,351 - Train: 89.31% [1117300/1251000] [893.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000113] [CE 4.420 (4.061)] [KD 2.923 (2.682)] 2024-10-15 11:04:50,904 - Train: 89.32% [1117350/1251000] [893.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000113] [CE 4.199 (4.062)] [KD 2.865 (2.686)] 2024-10-15 11:04:58,588 - Train: 89.32% [1117400/1251000] [893.2/1000.0] [batch_t 0.146 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000113] [CE 4.131 (4.154)] [KD 2.739 (2.731)] 2024-10-15 11:05:06,268 - Train: 89.32% [1117450/1251000] [893.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000113] [CE 3.846 (4.069)] [KD 2.586 (2.685)] 2024-10-15 11:05:14,036 - Train: 89.33% [1117500/1251000] [893.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000113] [CE 4.208 (4.095)] [KD 2.809 (2.691)] 2024-10-15 11:05:21,858 - Train: 89.33% [1117550/1251000] [893.3/1000.0] [batch_t 0.256 (0.156)] [data_t 0.004] [optim_t 0.252] [lr 0.000113] [CE 4.127 (4.087)] [KD 2.540 (2.698)] 2024-10-15 11:05:29,602 - Train: 89.34% [1117600/1251000] [893.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000113] [CE 4.007 (4.145)] [KD 2.603 (2.703)] 2024-10-15 11:05:37,225 - Train: 89.34% [1117650/1251000] [893.4/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000112] [CE 3.797 (4.159)] [KD 2.475 (2.723)] 2024-10-15 11:05:45,054 - Train: 89.34% [1117700/1251000] [893.4/1000.0] [batch_t 0.278 (0.156)] [data_t 0.004] [optim_t 0.274] [lr 0.000112] [CE 4.566 (4.075)] [KD 2.984 (2.701)] 2024-10-15 11:05:52,728 - Train: 89.35% [1117750/1251000] [893.5/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000112] [CE 3.796 (4.098)] [KD 2.587 (2.699)] 2024-10-15 11:06:00,279 - Train: 89.35% [1117800/1251000] [893.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000112] [CE 3.983 (4.137)] [KD 2.748 (2.720)] 2024-10-15 11:06:07,979 - Train: 89.36% [1117850/1251000] [893.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000112] [CE 4.132 (4.141)] [KD 2.669 (2.720)] 2024-10-15 11:06:15,613 - Train: 89.36% [1117900/1251000] [893.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000112] [CE 4.266 (4.140)] [KD 2.575 (2.718)] 2024-10-15 11:06:23,261 - Train: 89.36% [1117950/1251000] [893.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000112] [CE 3.936 (4.079)] [KD 2.601 (2.698)] 2024-10-15 11:06:31,022 - Train: 89.37% [1118000/1251000] [893.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000112] [CE 3.704 (4.011)] [KD 2.720 (2.685)] 2024-10-15 11:06:38,659 - Train: 89.37% [1118050/1251000] [893.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000112] [CE 4.203 (4.144)] [KD 2.717 (2.725)] 2024-10-15 11:06:46,199 - Train: 89.38% [1118100/1251000] [893.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000112] [CE 3.770 (4.100)] [KD 2.395 (2.717)] 2024-10-15 11:06:54,115 - Train: 89.38% [1118150/1251000] [893.8/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000112] [CE 4.202 (4.149)] [KD 2.781 (2.752)] 2024-10-15 11:07:01,678 - Train: 89.38% [1118200/1251000] [893.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000112] [CE 3.744 (4.171)] [KD 2.584 (2.761)] 2024-10-15 11:07:09,232 - Train: 89.39% [1118250/1251000] [893.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000112] [CE 4.139 (4.128)] [KD 2.632 (2.722)] 2024-10-15 11:07:16,974 - Train: 89.39% [1118300/1251000] [893.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000112] [CE 4.191 (4.094)] [KD 2.834 (2.729)] 2024-10-15 11:07:24,736 - Train: 89.40% [1118350/1251000] [894.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.006] [optim_t 0.149] [lr 0.000112] [CE 4.111 (4.097)] [KD 2.672 (2.708)] 2024-10-15 11:07:37,089 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38658] [top5_cnt 46709] [top_all 50000] 2024-10-15 11:07:37,090 - net: 77.316 (93.418) 2024-10-15 11:07:43,058 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39138] [top5_cnt 46908] [top_all 50000] 2024-10-15 11:07:43,059 - net_E: 78.276 (93.816) 2024-10-15 11:07:43,158 - Max [top1: 77.366 (epoch: 891)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:07:43,158 - ==> Total time: 1 day, 21:05:26 Eta: 5:20:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:07:50,632 - Train: 89.40% [1118400/1251000] [894.0/1000.0] [batch_t 0.150 (0.210)] [data_t 0.004] [optim_t 0.146] [lr 0.000112] [CE 4.273 (4.003)] [KD 2.871 (2.649)] 2024-10-15 11:07:58,337 - Train: 89.40% [1118450/1251000] [894.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000112] [CE 4.194 (4.103)] [KD 2.829 (2.693)] 2024-10-15 11:08:06,212 - Train: 89.41% [1118500/1251000] [894.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000111] [CE 4.247 (4.123)] [KD 2.813 (2.702)] 2024-10-15 11:08:13,780 - Train: 89.41% [1118550/1251000] [894.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000111] [CE 4.086 (4.116)] [KD 2.695 (2.682)] 2024-10-15 11:08:21,345 - Train: 89.42% [1118600/1251000] [894.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000111] [CE 4.169 (4.095)] [KD 2.692 (2.679)] 2024-10-15 11:08:29,096 - Train: 89.42% [1118650/1251000] [894.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000111] [CE 3.649 (4.090)] [KD 2.366 (2.679)] 2024-10-15 11:08:37,115 - Train: 89.42% [1118700/1251000] [894.2/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000111] [CE 3.766 (4.092)] [KD 2.363 (2.708)] 2024-10-15 11:08:44,740 - Train: 89.43% [1118750/1251000] [894.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000111] [CE 4.552 (4.110)] [KD 2.903 (2.708)] 2024-10-15 11:08:52,530 - Train: 89.43% [1118800/1251000] [894.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000111] [CE 3.787 (4.077)] [KD 2.522 (2.684)] 2024-10-15 11:09:00,191 - Train: 89.44% [1118850/1251000] [894.4/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000111] [CE 4.306 (4.115)] [KD 2.966 (2.695)] 2024-10-15 11:09:08,062 - Train: 89.44% [1118900/1251000] [894.4/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000111] [CE 3.554 (4.054)] [KD 2.391 (2.675)] 2024-10-15 11:09:15,684 - Train: 89.44% [1118950/1251000] [894.4/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000111] [CE 4.181 (4.123)] [KD 2.781 (2.719)] 2024-10-15 11:09:23,469 - Train: 89.45% [1119000/1251000] [894.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000111] [CE 4.044 (4.080)] [KD 2.631 (2.692)] 2024-10-15 11:09:31,029 - Train: 89.45% [1119050/1251000] [894.5/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000111] [CE 3.866 (4.097)] [KD 2.643 (2.704)] 2024-10-15 11:09:38,672 - Train: 89.46% [1119100/1251000] [894.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000111] [CE 4.482 (4.169)] [KD 2.954 (2.757)] 2024-10-15 11:09:46,319 - Train: 89.46% [1119150/1251000] [894.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000111] [CE 4.126 (4.068)] [KD 2.572 (2.680)] 2024-10-15 11:09:54,113 - Train: 89.46% [1119200/1251000] [894.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000111] [CE 4.170 (4.111)] [KD 2.824 (2.684)] 2024-10-15 11:10:01,792 - Train: 89.47% [1119250/1251000] [894.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000111] [CE 4.875 (4.146)] [KD 3.164 (2.724)] 2024-10-15 11:10:09,581 - Train: 89.47% [1119300/1251000] [894.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000110] [CE 4.240 (4.121)] [KD 2.798 (2.735)] 2024-10-15 11:10:17,307 - Train: 89.48% [1119350/1251000] [894.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000110] [CE 4.093 (4.210)] [KD 2.530 (2.796)] 2024-10-15 11:10:24,827 - Train: 89.48% [1119400/1251000] [894.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000110] [CE 4.210 (4.127)] [KD 2.750 (2.717)] 2024-10-15 11:10:32,497 - Train: 89.48% [1119450/1251000] [894.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000110] [CE 4.054 (4.101)] [KD 2.851 (2.727)] 2024-10-15 11:10:40,001 - Train: 89.49% [1119500/1251000] [894.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000110] [CE 3.886 (4.098)] [KD 2.798 (2.745)] 2024-10-15 11:10:47,906 - Train: 89.49% [1119550/1251000] [894.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000110] [CE 4.038 (4.090)] [KD 2.706 (2.727)] 2024-10-15 11:10:55,604 - Train: 89.50% [1119600/1251000] [895.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000110] [CE 4.107 (4.073)] [KD 2.666 (2.661)] 2024-10-15 11:11:08,216 - Test (net): 100.00% [50/50] [batch_t 0.067 (0.109)] [top1_cnt 38560] [top5_cnt 46690] [top_all 50000] 2024-10-15 11:11:08,216 - net: 77.120 (93.380) 2024-10-15 11:11:14,051 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39094] [top5_cnt 46902] [top_all 50000] 2024-10-15 11:11:14,052 - net_E: 78.188 (93.804) 2024-10-15 11:11:14,214 - Max [top1: 77.366 (epoch: 891)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:11:14,214 - ==> Total time: 1 day, 21:08:57 Eta: 5:17:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:11:17,244 - Train: 89.50% [1119650/1251000] [895.0/1000.0] [batch_t 0.157 (0.254)] [data_t 0.004] [optim_t 0.153] [lr 0.000110] [CE 4.531 (4.478)] [KD 2.988 (2.933)] 2024-10-15 11:11:24,884 - Train: 89.50% [1119700/1251000] [895.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000110] [CE 3.856 (4.172)] [KD 2.521 (2.728)] 2024-10-15 11:11:32,534 - Train: 89.51% [1119750/1251000] [895.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000110] [CE 3.985 (4.111)] [KD 2.494 (2.679)] 2024-10-15 11:11:40,198 - Train: 89.51% [1119800/1251000] [895.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000110] [CE 4.285 (4.102)] [KD 2.728 (2.703)] 2024-10-15 11:11:47,719 - Train: 89.52% [1119850/1251000] [895.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000110] [CE 3.885 (4.035)] [KD 2.476 (2.657)] 2024-10-15 11:11:55,257 - Train: 89.52% [1119900/1251000] [895.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000110] [CE 4.215 (4.068)] [KD 2.723 (2.663)] 2024-10-15 11:12:03,250 - Train: 89.52% [1119950/1251000] [895.2/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000110] [CE 4.224 (4.175)] [KD 2.821 (2.724)] 2024-10-15 11:12:11,114 - Train: 89.53% [1120000/1251000] [895.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000110] [CE 4.113 (4.187)] [KD 2.655 (2.731)] 2024-10-15 11:12:18,699 - Train: 89.53% [1120050/1251000] [895.3/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.156] [lr 0.000110] [CE 4.060 (4.153)] [KD 2.503 (2.739)] 2024-10-15 11:12:26,380 - Train: 89.54% [1120100/1251000] [895.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000110] [CE 3.991 (4.203)] [KD 2.819 (2.750)] 2024-10-15 11:12:34,034 - Train: 89.54% [1120150/1251000] [895.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000109] [CE 4.203 (4.085)] [KD 2.859 (2.694)] 2024-10-15 11:12:41,786 - Train: 89.54% [1120200/1251000] [895.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000109] [CE 3.898 (4.127)] [KD 2.710 (2.719)] 2024-10-15 11:12:49,313 - Train: 89.55% [1120250/1251000] [895.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000109] [CE 3.693 (4.074)] [KD 2.552 (2.679)] 2024-10-15 11:12:56,848 - Train: 89.55% [1120300/1251000] [895.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000109] [CE 4.140 (4.125)] [KD 2.847 (2.720)] 2024-10-15 11:13:04,641 - Train: 89.56% [1120350/1251000] [895.6/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000109] [CE 3.695 (4.109)] [KD 2.441 (2.716)] 2024-10-15 11:13:12,417 - Train: 89.56% [1120400/1251000] [895.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000109] [CE 4.443 (4.083)] [KD 2.809 (2.686)] 2024-10-15 11:13:20,002 - Train: 89.56% [1120450/1251000] [895.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000109] [CE 4.061 (4.154)] [KD 2.837 (2.721)] 2024-10-15 11:13:27,790 - Train: 89.57% [1120500/1251000] [895.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000109] [CE 4.277 (4.092)] [KD 2.755 (2.696)] 2024-10-15 11:13:35,440 - Train: 89.57% [1120550/1251000] [895.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000109] [CE 3.835 (4.147)] [KD 2.625 (2.724)] 2024-10-15 11:13:43,085 - Train: 89.58% [1120600/1251000] [895.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000109] [CE 4.304 (4.121)] [KD 2.837 (2.710)] 2024-10-15 11:13:50,623 - Train: 89.58% [1120650/1251000] [895.8/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000109] [CE 3.859 (4.121)] [KD 2.633 (2.695)] 2024-10-15 11:13:58,423 - Train: 89.58% [1120700/1251000] [895.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000109] [CE 4.126 (4.073)] [KD 2.897 (2.696)] 2024-10-15 11:14:06,002 - Train: 89.59% [1120750/1251000] [895.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000109] [CE 3.956 (4.112)] [KD 2.681 (2.697)] 2024-10-15 11:14:13,999 - Train: 89.59% [1120800/1251000] [895.9/1000.0] [batch_t 0.149 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.000109] [CE 3.962 (4.092)] [KD 2.718 (2.692)] 2024-10-15 11:14:21,629 - Train: 89.60% [1120850/1251000] [896.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000109] [CE 4.344 (4.120)] [KD 2.815 (2.688)] 2024-10-15 11:14:34,084 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 38702] [top5_cnt 46766] [top_all 50000] 2024-10-15 11:14:34,085 - net: 77.404 (93.532) 2024-10-15 11:14:39,964 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39091] [top5_cnt 46902] [top_all 50000] 2024-10-15 11:14:39,964 - net_E: 78.182 (93.804) 2024-10-15 11:14:40,116 - Max [top1: 77.404 (epoch: 896)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:14:40,116 - ==> Total time: 1 day, 21:12:23 Eta: 5:14:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:14:47,516 - Train: 89.60% [1120900/1251000] [896.0/1000.0] [batch_t 0.162 (0.266)] [data_t 0.004] [optim_t 0.158] [lr 0.000109] [CE 3.810 (3.975)] [KD 2.469 (2.567)] 2024-10-15 11:14:55,082 - Train: 89.60% [1120950/1251000] [896.0/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000108] [CE 3.691 (4.088)] [KD 2.448 (2.676)] 2024-10-15 11:15:02,906 - Train: 89.61% [1121000/1251000] [896.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000108] [CE 4.203 (4.144)] [KD 2.701 (2.692)] 2024-10-15 11:15:10,497 - Train: 89.61% [1121050/1251000] [896.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000108] [CE 4.421 (4.095)] [KD 2.784 (2.670)] 2024-10-15 11:15:18,462 - Train: 89.62% [1121100/1251000] [896.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000108] [CE 3.896 (4.170)] [KD 2.630 (2.724)] 2024-10-15 11:15:26,171 - Train: 89.62% [1121150/1251000] [896.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000108] [CE 4.179 (4.070)] [KD 2.680 (2.654)] 2024-10-15 11:15:33,871 - Train: 89.62% [1121200/1251000] [896.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000108] [CE 4.423 (4.140)] [KD 2.880 (2.705)] 2024-10-15 11:15:41,564 - Train: 89.63% [1121250/1251000] [896.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000108] [CE 4.172 (4.146)] [KD 2.609 (2.704)] 2024-10-15 11:15:49,111 - Train: 89.63% [1121300/1251000] [896.3/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000108] [CE 4.533 (4.166)] [KD 2.959 (2.715)] 2024-10-15 11:15:56,631 - Train: 89.64% [1121350/1251000] [896.4/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000108] [CE 4.402 (4.103)] [KD 2.796 (2.704)] 2024-10-15 11:16:04,440 - Train: 89.64% [1121400/1251000] [896.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000108] [CE 4.065 (4.159)] [KD 2.756 (2.735)] 2024-10-15 11:16:12,148 - Train: 89.64% [1121450/1251000] [896.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000108] [CE 4.390 (4.116)] [KD 2.720 (2.711)] 2024-10-15 11:16:19,819 - Train: 89.65% [1121500/1251000] [896.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000108] [CE 3.846 (4.100)] [KD 2.425 (2.704)] 2024-10-15 11:16:27,603 - Train: 89.65% [1121550/1251000] [896.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000108] [CE 3.716 (4.098)] [KD 2.547 (2.690)] 2024-10-15 11:16:35,315 - Train: 89.66% [1121600/1251000] [896.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000108] [CE 4.098 (4.101)] [KD 2.569 (2.672)] 2024-10-15 11:16:42,913 - Train: 89.66% [1121650/1251000] [896.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000108] [CE 4.248 (4.074)] [KD 2.603 (2.669)] 2024-10-15 11:16:50,639 - Train: 89.66% [1121700/1251000] [896.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000108] [CE 3.920 (4.114)] [KD 2.757 (2.695)] 2024-10-15 11:16:58,209 - Train: 89.67% [1121750/1251000] [896.7/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000108] [CE 4.103 (4.113)] [KD 2.583 (2.692)] 2024-10-15 11:17:05,780 - Train: 89.67% [1121800/1251000] [896.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000107] [CE 4.226 (4.062)] [KD 2.751 (2.692)] 2024-10-15 11:17:13,809 - Train: 89.68% [1121850/1251000] [896.8/1000.0] [batch_t 0.153 (0.160)] [data_t 0.006] [optim_t 0.147] [lr 0.000107] [CE 3.805 (4.117)] [KD 2.638 (2.685)] 2024-10-15 11:17:21,340 - Train: 89.68% [1121900/1251000] [896.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000107] [CE 4.117 (4.112)] [KD 2.612 (2.706)] 2024-10-15 11:17:29,004 - Train: 89.68% [1121950/1251000] [896.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000107] [CE 3.701 (4.132)] [KD 2.460 (2.724)] 2024-10-15 11:17:36,662 - Train: 89.69% [1122000/1251000] [896.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000107] [CE 4.770 (4.209)] [KD 3.085 (2.779)] 2024-10-15 11:17:44,381 - Train: 89.69% [1122050/1251000] [896.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000107] [CE 3.718 (4.135)] [KD 2.494 (2.716)] 2024-10-15 11:17:52,099 - Train: 89.70% [1122100/1251000] [897.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000107] [CE 4.351 (4.105)] [KD 2.684 (2.719)] 2024-10-15 11:18:04,954 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.109)] [top1_cnt 38509] [top5_cnt 46644] [top_all 50000] 2024-10-15 11:18:04,954 - net: 77.018 (93.288) 2024-10-15 11:18:10,892 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39076] [top5_cnt 46926] [top_all 50000] 2024-10-15 11:18:10,892 - net_E: 78.152 (93.852) 2024-10-15 11:18:11,033 - Max [top1: 77.404 (epoch: 896)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:18:11,033 - ==> Total time: 1 day, 21:15:54 Eta: 5:11:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:18:13,531 - Train: 89.70% [1122150/1251000] [897.0/1000.0] [batch_t 0.153 (0.302)] [data_t 0.004] [optim_t 0.149] [lr 0.000107] [CE 4.084 (4.102)] [KD 2.734 (2.658)] 2024-10-15 11:18:21,273 - Train: 89.70% [1122200/1251000] [897.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.144] [lr 0.000107] [CE 3.749 (4.113)] [KD 2.513 (2.680)] 2024-10-15 11:18:29,273 - Train: 89.71% [1122250/1251000] [897.1/1000.0] [batch_t 0.160 (0.160)] [data_t 0.004] [optim_t 0.156] [lr 0.000107] [CE 4.117 (4.152)] [KD 2.710 (2.719)] 2024-10-15 11:18:37,106 - Train: 89.71% [1122300/1251000] [897.1/1000.0] [batch_t 0.147 (0.157)] [data_t 0.004] [optim_t 0.143] [lr 0.000107] [CE 4.334 (4.091)] [KD 2.920 (2.699)] 2024-10-15 11:18:44,658 - Train: 89.72% [1122350/1251000] [897.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000107] [CE 3.552 (4.071)] [KD 2.536 (2.667)] 2024-10-15 11:18:52,199 - Train: 89.72% [1122400/1251000] [897.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000107] [CE 4.527 (4.158)] [KD 2.840 (2.714)] 2024-10-15 11:18:59,953 - Train: 89.72% [1122450/1251000] [897.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000107] [CE 4.122 (4.087)] [KD 2.714 (2.687)] 2024-10-15 11:19:07,675 - Train: 89.73% [1122500/1251000] [897.3/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000107] [CE 4.146 (4.167)] [KD 2.648 (2.722)] 2024-10-15 11:19:15,363 - Train: 89.73% [1122550/1251000] [897.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000107] [CE 4.761 (4.124)] [KD 3.006 (2.698)] 2024-10-15 11:19:23,305 - Train: 89.74% [1122600/1251000] [897.4/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000107] [CE 4.027 (4.079)] [KD 2.803 (2.697)] 2024-10-15 11:19:30,992 - Train: 89.74% [1122650/1251000] [897.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000106] [CE 3.705 (4.089)] [KD 2.416 (2.675)] 2024-10-15 11:19:38,679 - Train: 89.74% [1122700/1251000] [897.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.007] [optim_t 0.143] [lr 0.000106] [CE 3.998 (4.097)] [KD 2.533 (2.679)] 2024-10-15 11:19:46,202 - Train: 89.75% [1122750/1251000] [897.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000106] [CE 4.103 (4.119)] [KD 2.467 (2.678)] 2024-10-15 11:19:53,725 - Train: 89.75% [1122800/1251000] [897.5/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000106] [CE 3.774 (4.078)] [KD 2.324 (2.680)] 2024-10-15 11:20:01,491 - Train: 89.76% [1122850/1251000] [897.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000106] [CE 4.293 (4.136)] [KD 2.637 (2.716)] 2024-10-15 11:20:09,345 - Train: 89.76% [1122900/1251000] [897.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000106] [CE 4.431 (4.109)] [KD 2.887 (2.708)] 2024-10-15 11:20:17,187 - Train: 89.76% [1122950/1251000] [897.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000106] [CE 4.353 (4.074)] [KD 2.921 (2.677)] 2024-10-15 11:20:24,946 - Train: 89.77% [1123000/1251000] [897.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000106] [CE 4.504 (4.103)] [KD 2.959 (2.697)] 2024-10-15 11:20:32,528 - Train: 89.77% [1123050/1251000] [897.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000106] [CE 4.239 (4.094)] [KD 2.805 (2.668)] 2024-10-15 11:20:40,428 - Train: 89.78% [1123100/1251000] [897.8/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000106] [CE 4.443 (4.077)] [KD 2.736 (2.662)] 2024-10-15 11:20:48,407 - Train: 89.78% [1123150/1251000] [897.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000106] [CE 3.850 (4.175)] [KD 2.504 (2.715)] 2024-10-15 11:20:56,029 - Train: 89.78% [1123200/1251000] [897.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000106] [CE 4.083 (4.074)] [KD 2.591 (2.666)] 2024-10-15 11:21:03,819 - Train: 89.79% [1123250/1251000] [897.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000106] [CE 4.075 (4.139)] [KD 2.660 (2.694)] 2024-10-15 11:21:11,481 - Train: 89.79% [1123300/1251000] [897.9/1000.0] [batch_t 0.165 (0.153)] [data_t 0.004] [optim_t 0.161] [lr 0.000106] [CE 4.429 (4.114)] [KD 2.880 (2.682)] 2024-10-15 11:21:19,316 - Train: 89.80% [1123350/1251000] [898.0/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000106] [CE 4.155 (4.077)] [KD 2.673 (2.676)] 2024-10-15 11:21:32,537 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 38660] [top5_cnt 46662] [top_all 50000] 2024-10-15 11:21:32,537 - net: 77.320 (93.324) 2024-10-15 11:21:38,446 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 39098] [top5_cnt 46910] [top_all 50000] 2024-10-15 11:21:38,446 - net_E: 78.196 (93.820) 2024-10-15 11:21:38,552 - Max [top1: 77.404 (epoch: 896)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:21:38,552 - ==> Total time: 1 day, 21:19:21 Eta: 5:08:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:21:40,889 - Train: 89.80% [1123400/1251000] [898.0/1000.0] [batch_t 0.162 (0.424)] [data_t 0.003] [optim_t 0.159] [lr 0.000106] [CE 4.501 (4.389)] [KD 2.925 (2.864)] 2024-10-15 11:21:48,875 - Train: 89.80% [1123450/1251000] [898.0/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000106] [CE 4.436 (4.144)] [KD 2.769 (2.687)] 2024-10-15 11:21:56,511 - Train: 89.81% [1123500/1251000] [898.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000105] [CE 3.841 (4.021)] [KD 2.581 (2.660)] 2024-10-15 11:22:04,216 - Train: 89.81% [1123550/1251000] [898.1/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000105] [CE 4.044 (4.115)] [KD 2.597 (2.679)] 2024-10-15 11:22:11,854 - Train: 89.82% [1123600/1251000] [898.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000105] [CE 4.359 (4.089)] [KD 2.783 (2.649)] 2024-10-15 11:22:19,490 - Train: 89.82% [1123650/1251000] [898.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000105] [CE 3.989 (4.161)] [KD 2.650 (2.710)] 2024-10-15 11:22:27,316 - Train: 89.82% [1123700/1251000] [898.2/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000105] [CE 4.177 (4.066)] [KD 2.799 (2.654)] 2024-10-15 11:22:34,979 - Train: 89.83% [1123750/1251000] [898.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000105] [CE 3.928 (4.139)] [KD 2.707 (2.688)] 2024-10-15 11:22:42,893 - Train: 89.83% [1123800/1251000] [898.3/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000105] [CE 4.179 (4.042)] [KD 2.701 (2.646)] 2024-10-15 11:22:50,649 - Train: 89.84% [1123850/1251000] [898.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000105] [CE 4.430 (4.176)] [KD 2.680 (2.688)] 2024-10-15 11:22:58,329 - Train: 89.84% [1123900/1251000] [898.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000105] [CE 3.655 (4.041)] [KD 2.473 (2.672)] 2024-10-15 11:23:06,034 - Train: 89.84% [1123950/1251000] [898.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000105] [CE 3.615 (4.098)] [KD 2.350 (2.655)] 2024-10-15 11:23:13,586 - Train: 89.85% [1124000/1251000] [898.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000105] [CE 4.866 (4.078)] [KD 3.238 (2.705)] 2024-10-15 11:23:21,147 - Train: 89.85% [1124050/1251000] [898.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000105] [CE 4.320 (4.200)] [KD 2.824 (2.727)] 2024-10-15 11:23:29,081 - Train: 89.86% [1124100/1251000] [898.6/1000.0] [batch_t 0.162 (0.159)] [data_t 0.003] [optim_t 0.159] [lr 0.000105] [CE 3.972 (4.218)] [KD 2.516 (2.763)] 2024-10-15 11:23:36,659 - Train: 89.86% [1124150/1251000] [898.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000105] [CE 3.852 (4.110)] [KD 2.497 (2.701)] 2024-10-15 11:23:44,307 - Train: 89.86% [1124200/1251000] [898.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000105] [CE 4.237 (4.152)] [KD 2.786 (2.726)] 2024-10-15 11:23:51,959 - Train: 89.87% [1124250/1251000] [898.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000105] [CE 4.344 (4.114)] [KD 2.783 (2.678)] 2024-10-15 11:23:59,928 - Train: 89.87% [1124300/1251000] [898.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000105] [CE 4.143 (4.132)] [KD 2.782 (2.713)] 2024-10-15 11:24:07,491 - Train: 89.88% [1124350/1251000] [898.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000104] [CE 4.356 (4.104)] [KD 2.723 (2.682)] 2024-10-15 11:24:15,338 - Train: 89.88% [1124400/1251000] [898.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000104] [CE 4.307 (4.166)] [KD 2.944 (2.718)] 2024-10-15 11:24:22,923 - Train: 89.88% [1124450/1251000] [898.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000104] [CE 4.149 (4.181)] [KD 2.612 (2.740)] 2024-10-15 11:24:30,483 - Train: 89.89% [1124500/1251000] [898.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000104] [CE 4.269 (4.110)] [KD 2.855 (2.677)] 2024-10-15 11:24:38,249 - Train: 89.89% [1124550/1251000] [898.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000104] [CE 3.765 (4.184)] [KD 2.524 (2.722)] 2024-10-15 11:24:45,902 - Train: 89.90% [1124600/1251000] [899.0/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000104] [CE 4.640 (4.072)] [KD 2.777 (2.651)] 2024-10-15 11:24:59,566 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.113)] [top1_cnt 38608] [top5_cnt 46709] [top_all 50000] 2024-10-15 11:24:59,567 - net: 77.216 (93.418) 2024-10-15 11:25:05,424 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.107)] [top1_cnt 39110] [top5_cnt 46902] [top_all 50000] 2024-10-15 11:25:05,424 - net_E: 78.220 (93.804) 2024-10-15 11:25:05,569 - Max [top1: 77.404 (epoch: 896)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:25:05,570 - ==> Total time: 1 day, 21:22:48 Eta: 5:05:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:25:07,825 - Train: 89.90% [1124650/1251000] [899.0/1000.0] [batch_t 0.499 (0.499)] [data_t 0.331] [optim_t 0.169] [lr 0.000104] [CE 4.247 (4.247)] [KD 2.960 (2.960)] 2024-10-15 11:25:15,474 - Train: 89.90% [1124700/1251000] [899.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000104] [CE 4.473 (4.133)] [KD 2.819 (2.691)] 2024-10-15 11:25:23,163 - Train: 89.91% [1124750/1251000] [899.1/1000.0] [batch_t 0.162 (0.154)] [data_t 0.003] [optim_t 0.159] [lr 0.000104] [CE 4.096 (4.147)] [KD 2.789 (2.682)] 2024-10-15 11:25:30,805 - Train: 89.91% [1124800/1251000] [899.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000104] [CE 3.667 (4.001)] [KD 2.446 (2.631)] 2024-10-15 11:25:38,310 - Train: 89.92% [1124850/1251000] [899.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000104] [CE 4.032 (4.140)] [KD 2.637 (2.692)] 2024-10-15 11:25:45,844 - Train: 89.92% [1124900/1251000] [899.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.002] [optim_t 0.149] [lr 0.000104] [CE 4.022 (4.190)] [KD 2.690 (2.738)] 2024-10-15 11:25:53,670 - Train: 89.92% [1124950/1251000] [899.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000104] [CE 4.340 (4.124)] [KD 2.742 (2.679)] 2024-10-15 11:26:01,325 - Train: 89.93% [1125000/1251000] [899.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000104] [CE 3.811 (4.106)] [KD 2.387 (2.651)] 2024-10-15 11:26:09,083 - Train: 89.93% [1125050/1251000] [899.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000104] [CE 4.278 (4.110)] [KD 2.697 (2.670)] 2024-10-15 11:26:16,935 - Train: 89.94% [1125100/1251000] [899.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000104] [CE 3.633 (4.101)] [KD 2.374 (2.645)] 2024-10-15 11:26:24,777 - Train: 89.94% [1125150/1251000] [899.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000104] [CE 4.386 (4.211)] [KD 2.839 (2.746)] 2024-10-15 11:26:32,452 - Train: 89.94% [1125200/1251000] [899.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000103] [CE 4.043 (4.060)] [KD 2.685 (2.655)] 2024-10-15 11:26:40,289 - Train: 89.95% [1125250/1251000] [899.5/1000.0] [batch_t 0.157 (0.157)] [data_t 0.003] [optim_t 0.154] [lr 0.000103] [CE 3.565 (4.126)] [KD 2.496 (2.687)] 2024-10-15 11:26:47,922 - Train: 89.95% [1125300/1251000] [899.5/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000103] [CE 3.873 (4.118)] [KD 2.515 (2.673)] 2024-10-15 11:26:55,582 - Train: 89.96% [1125350/1251000] [899.6/1000.0] [batch_t 0.265 (0.153)] [data_t 0.004] [optim_t 0.260] [lr 0.000103] [CE 4.203 (4.160)] [KD 2.785 (2.713)] 2024-10-15 11:27:03,457 - Train: 89.96% [1125400/1251000] [899.6/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000103] [CE 4.039 (4.008)] [KD 2.631 (2.646)] 2024-10-15 11:27:11,146 - Train: 89.96% [1125450/1251000] [899.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000103] [CE 4.207 (4.086)] [KD 2.629 (2.667)] 2024-10-15 11:27:18,977 - Train: 89.97% [1125500/1251000] [899.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.000103] [CE 4.291 (4.168)] [KD 2.752 (2.733)] 2024-10-15 11:27:26,636 - Train: 89.97% [1125550/1251000] [899.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000103] [CE 3.871 (4.074)] [KD 2.500 (2.675)] 2024-10-15 11:27:34,286 - Train: 89.98% [1125600/1251000] [899.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000103] [CE 4.090 (4.152)] [KD 2.652 (2.714)] 2024-10-15 11:27:41,990 - Train: 89.98% [1125650/1251000] [899.8/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000103] [CE 3.923 (4.049)] [KD 2.653 (2.665)] 2024-10-15 11:27:49,530 - Train: 89.98% [1125700/1251000] [899.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000103] [CE 3.847 (4.065)] [KD 2.553 (2.662)] 2024-10-15 11:27:57,118 - Train: 89.99% [1125750/1251000] [899.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000103] [CE 4.248 (4.170)] [KD 2.879 (2.721)] 2024-10-15 11:28:04,890 - Train: 89.99% [1125800/1251000] [899.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000103] [CE 3.952 (4.161)] [KD 2.658 (2.713)] 2024-10-15 11:28:12,598 - Train: 90.00% [1125850/1251000] [900.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000103] [CE 4.443 (4.070)] [KD 2.854 (2.664)] 2024-10-15 11:28:20,294 - Train: 90.00% [1125900/1251000] [900.0/1000.0] [batch_t 0.140 (0.154)] [data_t 0.004] [optim_t 0.136] [lr 0.000103] [CE 3.845 (4.087)] [KD 2.394 (2.650)] 2024-10-15 11:28:26,001 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 38573] [top5_cnt 46689] [top_all 50000] 2024-10-15 11:28:26,001 - net: 77.146 (93.378) 2024-10-15 11:28:31,672 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39096] [top5_cnt 46891] [top_all 50000] 2024-10-15 11:28:31,673 - net_E: 78.192 (93.782) 2024-10-15 11:28:31,807 - Max [top1: 77.404 (epoch: 896)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:28:31,808 - ==> Total time: 1 day, 21:26:15 Eta: 5:02:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:28:46,674 - Train: 90.00% [1125950/1251000] [900.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.005] [optim_t 0.146] [lr 0.000103] [CE 4.056 (4.134)] [KD 2.719 (2.669)] 2024-10-15 11:28:54,206 - Train: 90.01% [1126000/1251000] [900.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000103] [CE 4.210 (4.160)] [KD 2.744 (2.688)] 2024-10-15 11:29:01,804 - Train: 90.01% [1126050/1251000] [900.1/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000103] [CE 4.426 (4.110)] [KD 2.524 (2.640)] 2024-10-15 11:29:09,532 - Train: 90.02% [1126100/1251000] [900.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000102] [CE 4.185 (4.128)] [KD 2.806 (2.689)] 2024-10-15 11:29:17,118 - Train: 90.02% [1126150/1251000] [900.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000102] [CE 4.526 (4.139)] [KD 2.954 (2.699)] 2024-10-15 11:29:25,083 - Train: 90.02% [1126200/1251000] [900.2/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000102] [CE 4.273 (4.065)] [KD 2.822 (2.676)] 2024-10-15 11:29:32,856 - Train: 90.03% [1126250/1251000] [900.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000102] [CE 4.267 (4.177)] [KD 2.691 (2.714)] 2024-10-15 11:29:40,385 - Train: 90.03% [1126300/1251000] [900.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000102] [CE 3.921 (4.194)] [KD 2.638 (2.722)] 2024-10-15 11:29:48,294 - Train: 90.04% [1126350/1251000] [900.4/1000.0] [batch_t 0.258 (0.158)] [data_t 0.003] [optim_t 0.255] [lr 0.000102] [CE 4.605 (4.121)] [KD 2.855 (2.683)] 2024-10-15 11:29:55,804 - Train: 90.04% [1126400/1251000] [900.4/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000102] [CE 4.423 (4.087)] [KD 2.925 (2.666)] 2024-10-15 11:30:03,540 - Train: 90.04% [1126450/1251000] [900.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000102] [CE 4.449 (4.130)] [KD 2.766 (2.710)] 2024-10-15 11:30:11,261 - Train: 90.05% [1126500/1251000] [900.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000102] [CE 3.782 (4.138)] [KD 2.537 (2.696)] 2024-10-15 11:30:18,986 - Train: 90.05% [1126550/1251000] [900.5/1000.0] [batch_t 0.268 (0.154)] [data_t 0.004] [optim_t 0.264] [lr 0.000102] [CE 4.452 (4.058)] [KD 2.774 (2.655)] 2024-10-15 11:30:26,526 - Train: 90.06% [1126600/1251000] [900.6/1000.0] [batch_t 0.163 (0.151)] [data_t 0.003] [optim_t 0.161] [lr 0.000102] [CE 4.603 (4.097)] [KD 2.989 (2.672)] 2024-10-15 11:30:34,414 - Train: 90.06% [1126650/1251000] [900.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000102] [CE 3.779 (4.146)] [KD 2.529 (2.705)] 2024-10-15 11:30:41,957 - Train: 90.06% [1126700/1251000] [900.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000102] [CE 4.124 (4.070)] [KD 2.547 (2.650)] 2024-10-15 11:30:49,508 - Train: 90.07% [1126750/1251000] [900.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000102] [CE 4.032 (4.093)] [KD 2.740 (2.691)] 2024-10-15 11:30:57,444 - Train: 90.07% [1126800/1251000] [900.7/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000102] [CE 3.760 (4.102)] [KD 2.375 (2.678)] 2024-10-15 11:31:05,162 - Train: 90.08% [1126850/1251000] [900.8/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000102] [CE 4.323 (4.150)] [KD 2.894 (2.690)] 2024-10-15 11:31:12,720 - Train: 90.08% [1126900/1251000] [900.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000102] [CE 4.305 (4.121)] [KD 2.809 (2.693)] 2024-10-15 11:31:20,426 - Train: 90.08% [1126950/1251000] [900.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000101] [CE 3.958 (4.127)] [KD 2.625 (2.670)] 2024-10-15 11:31:27,995 - Train: 90.09% [1127000/1251000] [900.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000101] [CE 3.391 (4.126)] [KD 2.215 (2.700)] 2024-10-15 11:31:35,630 - Train: 90.09% [1127050/1251000] [900.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000101] [CE 4.008 (4.162)] [KD 2.509 (2.704)] 2024-10-15 11:31:43,409 - Train: 90.10% [1127100/1251000] [901.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000101] [CE 4.551 (4.161)] [KD 2.954 (2.702)] 2024-10-15 11:31:50,974 - Train: 90.10% [1127150/1251000] [901.0/1000.0] [batch_t 0.259 (0.151)] [data_t 0.004] [optim_t 0.255] [lr 0.000101] [CE 4.413 (4.148)] [KD 3.115 (2.664)] 2024-10-15 11:31:56,734 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 38724] [top5_cnt 46709] [top_all 50000] 2024-10-15 11:31:56,735 - net: 77.448 (93.418) 2024-10-15 11:32:02,589 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 39128] [top5_cnt 46895] [top_all 50000] 2024-10-15 11:32:02,589 - net_E: 78.256 (93.790) 2024-10-15 11:32:02,766 - Max [top1: 77.448 (epoch: 901)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:32:02,766 - ==> Total time: 1 day, 21:29:46 Eta: 4:59:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:32:20,711 - Train: 90.10% [1127200/1251000] [901.0/1000.0] [batch_t 0.149 (0.166)] [data_t 0.003] [optim_t 0.146] [lr 0.000101] [CE 4.036 (4.058)] [KD 2.649 (2.659)] 2024-10-15 11:32:28,404 - Train: 90.11% [1127250/1251000] [901.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000101] [CE 3.788 (4.072)] [KD 2.570 (2.650)] 2024-10-15 11:32:35,944 - Train: 90.11% [1127300/1251000] [901.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000101] [CE 3.443 (4.108)] [KD 2.170 (2.664)] 2024-10-15 11:32:43,570 - Train: 90.12% [1127350/1251000] [901.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000101] [CE 3.944 (4.079)] [KD 2.323 (2.655)] 2024-10-15 11:32:51,277 - Train: 90.12% [1127400/1251000] [901.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000101] [CE 3.982 (4.069)] [KD 2.486 (2.651)] 2024-10-15 11:32:58,881 - Train: 90.12% [1127450/1251000] [901.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000101] [CE 3.989 (4.093)] [KD 2.521 (2.648)] 2024-10-15 11:33:06,817 - Train: 90.13% [1127500/1251000] [901.3/1000.0] [batch_t 0.158 (0.159)] [data_t 0.004] [optim_t 0.154] [lr 0.000101] [CE 4.156 (4.108)] [KD 2.688 (2.668)] 2024-10-15 11:33:14,531 - Train: 90.13% [1127550/1251000] [901.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000101] [CE 4.168 (4.123)] [KD 2.700 (2.709)] 2024-10-15 11:33:22,169 - Train: 90.14% [1127600/1251000] [901.4/1000.0] [batch_t 0.284 (0.153)] [data_t 0.003] [optim_t 0.280] [lr 0.000101] [CE 4.264 (4.043)] [KD 2.742 (2.614)] 2024-10-15 11:33:30,079 - Train: 90.14% [1127650/1251000] [901.4/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000101] [CE 3.864 (4.073)] [KD 2.508 (2.638)] 2024-10-15 11:33:37,633 - Train: 90.14% [1127700/1251000] [901.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000101] [CE 3.443 (4.144)] [KD 2.217 (2.677)] 2024-10-15 11:33:45,277 - Train: 90.15% [1127750/1251000] [901.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000101] [CE 3.956 (4.164)] [KD 2.486 (2.684)] 2024-10-15 11:33:52,812 - Train: 90.15% [1127800/1251000] [901.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000101] [CE 4.410 (4.162)] [KD 3.055 (2.711)] 2024-10-15 11:34:00,473 - Train: 90.16% [1127850/1251000] [901.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000100] [CE 4.390 (4.186)] [KD 2.910 (2.703)] 2024-10-15 11:34:08,118 - Train: 90.16% [1127900/1251000] [901.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000100] [CE 3.923 (4.108)] [KD 2.427 (2.672)] 2024-10-15 11:34:16,011 - Train: 90.16% [1127950/1251000] [901.6/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000100] [CE 4.022 (4.080)] [KD 2.458 (2.655)] 2024-10-15 11:34:23,567 - Train: 90.17% [1128000/1251000] [901.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000100] [CE 4.691 (4.141)] [KD 3.112 (2.701)] 2024-10-15 11:34:31,482 - Train: 90.17% [1128050/1251000] [901.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000100] [CE 4.419 (4.140)] [KD 2.911 (2.685)] 2024-10-15 11:34:39,090 - Train: 90.18% [1128100/1251000] [901.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000100] [CE 4.105 (4.170)] [KD 2.629 (2.683)] 2024-10-15 11:34:46,645 - Train: 90.18% [1128150/1251000] [901.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000100] [CE 4.235 (4.051)] [KD 2.666 (2.645)] 2024-10-15 11:34:54,324 - Train: 90.18% [1128200/1251000] [901.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000100] [CE 4.223 (4.028)] [KD 2.833 (2.648)] 2024-10-15 11:35:01,938 - Train: 90.19% [1128250/1251000] [901.9/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000100] [CE 4.497 (4.082)] [KD 3.009 (2.659)] 2024-10-15 11:35:09,509 - Train: 90.19% [1128300/1251000] [901.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000100] [CE 3.588 (4.145)] [KD 2.197 (2.693)] 2024-10-15 11:35:17,415 - Train: 90.20% [1128350/1251000] [902.0/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000100] [CE 4.408 (4.096)] [KD 2.825 (2.661)] 2024-10-15 11:35:24,973 - Train: 90.20% [1128400/1251000] [902.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.007] [optim_t 0.136] [lr 0.000100] [CE 3.650 (4.152)] [KD 2.528 (2.712)] 2024-10-15 11:35:31,030 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38729] [top5_cnt 46750] [top_all 50000] 2024-10-15 11:35:31,031 - net: 77.458 (93.500) 2024-10-15 11:35:36,833 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 39125] [top5_cnt 46899] [top_all 50000] 2024-10-15 11:35:36,833 - net_E: 78.250 (93.798) 2024-10-15 11:35:36,994 - Max [top1: 77.458 (epoch: 902)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:35:36,994 - ==> Total time: 1 day, 21:33:20 Eta: 4:56:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:35:50,508 - Train: 90.20% [1128450/1251000] [902.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.006] [optim_t 0.145] [lr 0.000100] [CE 4.093 (4.011)] [KD 2.684 (2.597)] 2024-10-15 11:35:58,174 - Train: 90.21% [1128500/1251000] [902.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000100] [CE 4.634 (4.129)] [KD 2.928 (2.669)] 2024-10-15 11:36:05,855 - Train: 90.21% [1128550/1251000] [902.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000100] [CE 4.070 (4.131)] [KD 2.514 (2.681)] 2024-10-15 11:36:13,422 - Train: 90.22% [1128600/1251000] [902.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000100] [CE 4.006 (4.155)] [KD 2.627 (2.696)] 2024-10-15 11:36:21,000 - Train: 90.22% [1128650/1251000] [902.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000100] [CE 4.097 (4.097)] [KD 2.617 (2.675)] 2024-10-15 11:36:28,685 - Train: 90.22% [1128700/1251000] [902.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000099] [CE 4.368 (4.174)] [KD 2.877 (2.710)] 2024-10-15 11:36:36,713 - Train: 90.23% [1128750/1251000] [902.3/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000099] [CE 4.514 (4.081)] [KD 2.912 (2.644)] 2024-10-15 11:36:44,503 - Train: 90.23% [1128800/1251000] [902.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000099] [CE 4.071 (4.117)] [KD 2.739 (2.680)] 2024-10-15 11:36:52,023 - Train: 90.24% [1128850/1251000] [902.4/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000099] [CE 4.280 (4.127)] [KD 2.645 (2.657)] 2024-10-15 11:36:59,529 - Train: 90.24% [1128900/1251000] [902.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000099] [CE 3.628 (4.042)] [KD 2.452 (2.606)] 2024-10-15 11:37:07,086 - Train: 90.24% [1128950/1251000] [902.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000099] [CE 4.249 (4.117)] [KD 2.715 (2.663)] 2024-10-15 11:37:14,962 - Train: 90.25% [1129000/1251000] [902.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000099] [CE 3.824 (4.128)] [KD 2.528 (2.680)] 2024-10-15 11:37:22,745 - Train: 90.25% [1129050/1251000] [902.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000099] [CE 3.963 (4.128)] [KD 2.605 (2.677)] 2024-10-15 11:37:30,364 - Train: 90.26% [1129100/1251000] [902.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000099] [CE 4.299 (4.136)] [KD 2.648 (2.689)] 2024-10-15 11:37:38,094 - Train: 90.26% [1129150/1251000] [902.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000099] [CE 4.260 (4.099)] [KD 2.911 (2.663)] 2024-10-15 11:37:45,869 - Train: 90.26% [1129200/1251000] [902.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000099] [CE 4.919 (4.166)] [KD 3.270 (2.732)] 2024-10-15 11:37:53,377 - Train: 90.27% [1129250/1251000] [902.7/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000099] [CE 3.818 (4.014)] [KD 2.416 (2.614)] 2024-10-15 11:38:01,006 - Train: 90.27% [1129300/1251000] [902.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000099] [CE 4.055 (4.072)] [KD 2.567 (2.650)] 2024-10-15 11:38:08,831 - Train: 90.28% [1129350/1251000] [902.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000099] [CE 4.004 (4.187)] [KD 2.805 (2.727)] 2024-10-15 11:38:16,656 - Train: 90.28% [1129400/1251000] [902.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000099] [CE 4.022 (4.055)] [KD 2.564 (2.639)] 2024-10-15 11:38:24,237 - Train: 90.28% [1129450/1251000] [902.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000099] [CE 4.293 (4.086)] [KD 2.841 (2.655)] 2024-10-15 11:38:31,898 - Train: 90.29% [1129500/1251000] [902.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000099] [CE 4.119 (4.186)] [KD 2.746 (2.709)] 2024-10-15 11:38:39,944 - Train: 90.29% [1129550/1251000] [902.9/1000.0] [batch_t 0.147 (0.161)] [data_t 0.003] [optim_t 0.144] [lr 0.000099] [CE 3.697 (4.073)] [KD 2.226 (2.649)] 2024-10-15 11:38:47,606 - Train: 90.30% [1129600/1251000] [903.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000098] [CE 4.256 (4.053)] [KD 2.578 (2.644)] 2024-10-15 11:38:55,107 - Train: 90.30% [1129650/1251000] [903.0/1000.0] [batch_t 0.143 (0.150)] [data_t 0.006] [optim_t 0.137] [lr 0.000098] [CE 3.453 (4.123)] [KD 2.407 (2.683)] 2024-10-15 11:39:01,222 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 38695] [top5_cnt 46767] [top_all 50000] 2024-10-15 11:39:01,223 - net: 77.390 (93.534) 2024-10-15 11:39:07,011 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 39137] [top5_cnt 46907] [top_all 50000] 2024-10-15 11:39:07,012 - net_E: 78.274 (93.814) 2024-10-15 11:39:07,176 - Max [top1: 77.458 (epoch: 902)] [top1-ema: 78.276 (epoch: 894)] 2024-10-15 11:39:07,176 - ==> Total time: 1 day, 21:36:50 Eta: 4:53:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:39:16,800 - Train: 90.30% [1129700/1251000] [903.0/1000.0] [batch_t 0.148 (0.161)] [data_t 0.005] [optim_t 0.143] [lr 0.000098] [CE 4.229 (4.098)] [KD 2.952 (2.669)] 2024-10-15 11:39:24,367 - Train: 90.31% [1129750/1251000] [903.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000098] [CE 4.581 (4.077)] [KD 2.972 (2.660)] 2024-10-15 11:39:32,040 - Train: 90.31% [1129800/1251000] [903.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000098] [CE 4.122 (4.136)] [KD 2.750 (2.684)] 2024-10-15 11:39:39,703 - Train: 90.32% [1129850/1251000] [903.2/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000098] [CE 4.152 (4.070)] [KD 2.651 (2.625)] 2024-10-15 11:39:47,270 - Train: 90.32% [1129900/1251000] [903.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000098] [CE 4.204 (4.065)] [KD 2.676 (2.644)] 2024-10-15 11:39:55,237 - Train: 90.32% [1129950/1251000] [903.2/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000098] [CE 3.701 (4.112)] [KD 2.310 (2.681)] 2024-10-15 11:40:02,969 - Train: 90.33% [1130000/1251000] [903.3/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.155] [lr 0.000098] [CE 4.171 (4.114)] [KD 2.739 (2.663)] 2024-10-15 11:40:10,511 - Train: 90.33% [1130050/1251000] [903.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.002] [optim_t 0.154] [lr 0.000098] [CE 4.236 (4.093)] [KD 2.469 (2.658)] 2024-10-15 11:40:18,240 - Train: 90.34% [1130100/1251000] [903.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000098] [CE 4.227 (4.163)] [KD 2.910 (2.705)] 2024-10-15 11:40:25,993 - Train: 90.34% [1130150/1251000] [903.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000098] [CE 4.669 (4.049)] [KD 2.983 (2.620)] 2024-10-15 11:40:33,777 - Train: 90.34% [1130200/1251000] [903.4/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000098] [CE 4.532 (4.137)] [KD 2.807 (2.670)] 2024-10-15 11:40:41,625 - Train: 90.35% [1130250/1251000] [903.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000098] [CE 4.379 (4.094)] [KD 2.935 (2.646)] 2024-10-15 11:40:49,218 - Train: 90.35% [1130300/1251000] [903.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000098] [CE 4.154 (4.095)] [KD 2.639 (2.629)] 2024-10-15 11:40:57,057 - Train: 90.36% [1130350/1251000] [903.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000098] [CE 4.049 (4.103)] [KD 2.746 (2.667)] 2024-10-15 11:41:04,742 - Train: 90.36% [1130400/1251000] [903.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000098] [CE 3.583 (4.075)] [KD 2.345 (2.662)] 2024-10-15 11:41:12,277 - Train: 90.36% [1130450/1251000] [903.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000098] [CE 4.029 (4.161)] [KD 2.553 (2.685)] 2024-10-15 11:41:19,984 - Train: 90.37% [1130500/1251000] [903.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000097] [CE 4.173 (4.178)] [KD 2.619 (2.696)] 2024-10-15 11:41:27,775 - Train: 90.37% [1130550/1251000] [903.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000097] [CE 4.748 (4.073)] [KD 3.173 (2.657)] 2024-10-15 11:41:35,329 - Train: 90.38% [1130600/1251000] [903.8/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000097] [CE 4.210 (4.070)] [KD 2.725 (2.627)] 2024-10-15 11:41:43,084 - Train: 90.38% [1130650/1251000] [903.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000097] [CE 4.165 (4.120)] [KD 2.645 (2.680)] 2024-10-15 11:41:50,733 - Train: 90.38% [1130700/1251000] [903.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000097] [CE 3.684 (4.015)] [KD 2.467 (2.613)] 2024-10-15 11:41:58,287 - Train: 90.39% [1130750/1251000] [903.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000097] [CE 4.059 (4.130)] [KD 2.512 (2.694)] 2024-10-15 11:42:06,282 - Train: 90.39% [1130800/1251000] [903.9/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000097] [CE 3.847 (4.098)] [KD 2.627 (2.669)] 2024-10-15 11:42:13,958 - Train: 90.40% [1130850/1251000] [904.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000097] [CE 3.723 (4.203)] [KD 2.447 (2.729)] 2024-10-15 11:42:21,496 - Train: 90.40% [1130900/1251000] [904.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000097] [CE 3.918 (4.065)] [KD 2.762 (2.641)] 2024-10-15 11:42:27,877 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 38626] [top5_cnt 46698] [top_all 50000] 2024-10-15 11:42:27,878 - net: 77.252 (93.396) 2024-10-15 11:42:33,630 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 39141] [top5_cnt 46908] [top_all 50000] 2024-10-15 11:42:33,631 - net_E: 78.282 (93.816) 2024-10-15 11:42:33,797 - Max [top1: 77.458 (epoch: 902)] [top1-ema: 78.282 (epoch: 904)] 2024-10-15 11:42:33,797 - ==> Total time: 1 day, 21:40:17 Eta: 4:51:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:42:47,402 - Train: 90.40% [1130950/1251000] [904.0/1000.0] [batch_t 0.153 (0.166)] [data_t 0.005] [optim_t 0.148] [lr 0.000097] [CE 3.876 (4.091)] [KD 2.478 (2.676)] 2024-10-15 11:42:55,062 - Train: 90.41% [1131000/1251000] [904.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000097] [CE 3.648 (4.127)] [KD 2.460 (2.689)] 2024-10-15 11:43:02,728 - Train: 90.41% [1131050/1251000] [904.1/1000.0] [batch_t 0.162 (0.153)] [data_t 0.003] [optim_t 0.158] [lr 0.000097] [CE 4.365 (4.059)] [KD 2.932 (2.619)] 2024-10-15 11:43:10,296 - Train: 90.42% [1131100/1251000] [904.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000097] [CE 4.221 (4.139)] [KD 2.831 (2.686)] 2024-10-15 11:43:18,015 - Train: 90.42% [1131150/1251000] [904.2/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.154] [lr 0.000097] [CE 4.066 (4.193)] [KD 2.635 (2.706)] 2024-10-15 11:43:26,009 - Train: 90.42% [1131200/1251000] [904.2/1000.0] [batch_t 0.147 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000097] [CE 4.143 (4.082)] [KD 2.755 (2.661)] 2024-10-15 11:43:33,570 - Train: 90.43% [1131250/1251000] [904.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000097] [CE 3.662 (4.089)] [KD 2.402 (2.643)] 2024-10-15 11:43:41,279 - Train: 90.43% [1131300/1251000] [904.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000097] [CE 4.168 (4.067)] [KD 2.658 (2.642)] 2024-10-15 11:43:49,016 - Train: 90.44% [1131350/1251000] [904.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000097] [CE 3.079 (4.064)] [KD 2.111 (2.634)] 2024-10-15 11:43:56,663 - Train: 90.44% [1131400/1251000] [904.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000096] [CE 4.570 (4.155)] [KD 2.801 (2.683)] 2024-10-15 11:44:04,261 - Train: 90.44% [1131450/1251000] [904.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000096] [CE 4.067 (4.150)] [KD 2.577 (2.675)] 2024-10-15 11:44:11,911 - Train: 90.45% [1131500/1251000] [904.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000096] [CE 4.154 (4.174)] [KD 2.462 (2.684)] 2024-10-15 11:44:19,727 - Train: 90.45% [1131550/1251000] [904.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000096] [CE 4.357 (4.136)] [KD 2.871 (2.695)] 2024-10-15 11:44:27,787 - Train: 90.46% [1131600/1251000] [904.6/1000.0] [batch_t 0.155 (0.161)] [data_t 0.003] [optim_t 0.152] [lr 0.000096] [CE 4.360 (4.114)] [KD 2.736 (2.655)] 2024-10-15 11:44:35,430 - Train: 90.46% [1131650/1251000] [904.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000096] [CE 4.227 (4.060)] [KD 2.870 (2.652)] 2024-10-15 11:44:42,944 - Train: 90.46% [1131700/1251000] [904.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000096] [CE 4.004 (4.058)] [KD 2.745 (2.626)] 2024-10-15 11:44:50,569 - Train: 90.47% [1131750/1251000] [904.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000096] [CE 3.428 (4.081)] [KD 2.285 (2.619)] 2024-10-15 11:44:58,318 - Train: 90.47% [1131800/1251000] [904.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000096] [CE 4.605 (4.120)] [KD 2.906 (2.686)] 2024-10-15 11:45:05,975 - Train: 90.48% [1131850/1251000] [904.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000096] [CE 4.493 (4.095)] [KD 2.915 (2.668)] 2024-10-15 11:45:13,636 - Train: 90.48% [1131900/1251000] [904.8/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000096] [CE 4.029 (4.125)] [KD 2.673 (2.690)] 2024-10-15 11:45:21,219 - Train: 90.48% [1131950/1251000] [904.8/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000096] [CE 3.882 (4.043)] [KD 2.535 (2.618)] 2024-10-15 11:45:28,920 - Train: 90.49% [1132000/1251000] [904.9/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000096] [CE 3.748 (4.084)] [KD 2.389 (2.668)] 2024-10-15 11:45:36,935 - Train: 90.49% [1132050/1251000] [904.9/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000096] [CE 4.178 (4.041)] [KD 2.679 (2.629)] 2024-10-15 11:45:44,489 - Train: 90.50% [1132100/1251000] [905.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000096] [CE 4.254 (4.160)] [KD 2.791 (2.698)] 2024-10-15 11:45:52,167 - Train: 90.50% [1132150/1251000] [905.0/1000.0] [batch_t 0.160 (0.153)] [data_t 0.006] [optim_t 0.154] [lr 0.000096] [CE 4.379 (4.124)] [KD 2.792 (2.655)] 2024-10-15 11:45:58,540 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38738] [top5_cnt 46741] [top_all 50000] 2024-10-15 11:45:58,540 - net: 77.476 (93.482) 2024-10-15 11:46:04,720 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 39122] [top5_cnt 46896] [top_all 50000] 2024-10-15 11:46:04,721 - net_E: 78.244 (93.792) 2024-10-15 11:46:04,897 - Max [top1: 77.476 (epoch: 905)] [top1-ema: 78.282 (epoch: 904)] 2024-10-15 11:46:04,898 - ==> Total time: 1 day, 21:43:48 Eta: 4:48:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:46:19,438 - Train: 90.50% [1132200/1251000] [905.0/1000.0] [batch_t 0.153 (0.165)] [data_t 0.003] [optim_t 0.150] [lr 0.000096] [CE 4.087 (4.170)] [KD 2.759 (2.689)] 2024-10-15 11:46:27,224 - Train: 90.51% [1132250/1251000] [905.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000096] [CE 4.060 (4.120)] [KD 2.808 (2.674)] 2024-10-15 11:46:34,857 - Train: 90.51% [1132300/1251000] [905.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000095] [CE 3.794 (4.082)] [KD 2.535 (2.651)] 2024-10-15 11:46:42,665 - Train: 90.52% [1132350/1251000] [905.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000095] [CE 4.314 (4.144)] [KD 2.823 (2.670)] 2024-10-15 11:46:50,256 - Train: 90.52% [1132400/1251000] [905.2/1000.0] [batch_t 0.146 (0.152)] [data_t 0.004] [optim_t 0.142] [lr 0.000095] [CE 4.162 (4.077)] [KD 2.693 (2.630)] 2024-10-15 11:46:57,767 - Train: 90.52% [1132450/1251000] [905.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.006] [optim_t 0.145] [lr 0.000095] [CE 4.038 (4.125)] [KD 2.558 (2.668)] 2024-10-15 11:47:05,522 - Train: 90.53% [1132500/1251000] [905.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000095] [CE 4.381 (4.178)] [KD 2.937 (2.715)] 2024-10-15 11:47:13,022 - Train: 90.53% [1132550/1251000] [905.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000095] [CE 3.710 (4.100)] [KD 2.173 (2.623)] 2024-10-15 11:47:20,783 - Train: 90.54% [1132600/1251000] [905.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000095] [CE 3.827 (4.123)] [KD 2.506 (2.673)] 2024-10-15 11:47:28,646 - Train: 90.54% [1132650/1251000] [905.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000095] [CE 4.368 (4.054)] [KD 2.679 (2.619)] 2024-10-15 11:47:36,308 - Train: 90.54% [1132700/1251000] [905.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000095] [CE 4.098 (4.128)] [KD 2.575 (2.667)] 2024-10-15 11:47:43,982 - Train: 90.55% [1132750/1251000] [905.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000095] [CE 4.004 (4.033)] [KD 2.661 (2.603)] 2024-10-15 11:47:51,466 - Train: 90.55% [1132800/1251000] [905.5/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000095] [CE 4.100 (4.087)] [KD 2.550 (2.642)] 2024-10-15 11:47:59,039 - Train: 90.56% [1132850/1251000] [905.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000095] [CE 4.430 (4.113)] [KD 2.854 (2.660)] 2024-10-15 11:48:06,717 - Train: 90.56% [1132900/1251000] [905.6/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.156] [lr 0.000095] [CE 4.367 (4.163)] [KD 2.748 (2.674)] 2024-10-15 11:48:14,495 - Train: 90.56% [1132950/1251000] [905.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000095] [CE 4.655 (4.089)] [KD 3.113 (2.663)] 2024-10-15 11:48:22,030 - Train: 90.57% [1133000/1251000] [905.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000095] [CE 3.976 (4.092)] [KD 2.628 (2.661)] 2024-10-15 11:48:29,883 - Train: 90.57% [1133050/1251000] [905.7/1000.0] [batch_t 0.146 (0.157)] [data_t 0.003] [optim_t 0.143] [lr 0.000095] [CE 3.969 (4.124)] [KD 2.627 (2.665)] 2024-10-15 11:48:37,564 - Train: 90.58% [1133100/1251000] [905.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000095] [CE 4.148 (4.091)] [KD 2.561 (2.646)] 2024-10-15 11:48:45,187 - Train: 90.58% [1133150/1251000] [905.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000095] [CE 4.131 (4.088)] [KD 2.678 (2.643)] 2024-10-15 11:48:52,810 - Train: 90.58% [1133200/1251000] [905.8/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.142] [lr 0.000095] [CE 4.620 (4.095)] [KD 2.833 (2.659)] 2024-10-15 11:49:00,577 - Train: 90.59% [1133250/1251000] [905.9/1000.0] [batch_t 0.263 (0.155)] [data_t 0.004] [optim_t 0.258] [lr 0.000094] [CE 4.062 (4.027)] [KD 2.778 (2.642)] 2024-10-15 11:49:08,118 - Train: 90.59% [1133300/1251000] [905.9/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000094] [CE 4.045 (4.046)] [KD 2.761 (2.633)] 2024-10-15 11:49:15,736 - Train: 90.60% [1133350/1251000] [906.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000094] [CE 3.862 (4.020)] [KD 2.465 (2.609)] 2024-10-15 11:49:23,221 - Train: 90.60% [1133400/1251000] [906.0/1000.0] [batch_t 0.140 (0.150)] [data_t 0.004] [optim_t 0.136] [lr 0.000094] [CE 4.578 (4.099)] [KD 2.842 (2.649)] 2024-10-15 11:49:29,991 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 38653] [top5_cnt 46699] [top_all 50000] 2024-10-15 11:49:29,991 - net: 77.306 (93.398) 2024-10-15 11:49:35,748 - Test (net_E): 100.00% [50/50] [batch_t 0.028 (0.103)] [top1_cnt 39134] [top5_cnt 46906] [top_all 50000] 2024-10-15 11:49:35,748 - net_E: 78.268 (93.812) 2024-10-15 11:49:35,927 - Max [top1: 77.476 (epoch: 905)] [top1-ema: 78.282 (epoch: 904)] 2024-10-15 11:49:35,927 - ==> Total time: 1 day, 21:47:19 Eta: 4:45:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:49:45,086 - Train: 90.60% [1133450/1251000] [906.0/1000.0] [batch_t 0.150 (0.168)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 3.965 (4.057)] [KD 2.639 (2.593)] 2024-10-15 11:49:52,640 - Train: 90.61% [1133500/1251000] [906.1/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000094] [CE 4.013 (4.004)] [KD 2.634 (2.639)] 2024-10-15 11:50:00,578 - Train: 90.61% [1133550/1251000] [906.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000094] [CE 3.854 (4.101)] [KD 2.576 (2.638)] 2024-10-15 11:50:08,336 - Train: 90.62% [1133600/1251000] [906.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000094] [CE 4.042 (4.155)] [KD 2.531 (2.654)] 2024-10-15 11:50:16,048 - Train: 90.62% [1133650/1251000] [906.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 4.243 (4.095)] [KD 2.708 (2.628)] 2024-10-15 11:50:23,581 - Train: 90.62% [1133700/1251000] [906.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 3.982 (4.107)] [KD 2.410 (2.646)] 2024-10-15 11:50:31,169 - Train: 90.63% [1133750/1251000] [906.3/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000094] [CE 3.935 (4.055)] [KD 2.566 (2.625)] 2024-10-15 11:50:38,903 - Train: 90.63% [1133800/1251000] [906.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000094] [CE 4.172 (4.044)] [KD 2.726 (2.638)] 2024-10-15 11:50:46,677 - Train: 90.64% [1133850/1251000] [906.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000094] [CE 4.426 (4.073)] [KD 2.917 (2.637)] 2024-10-15 11:50:54,459 - Train: 90.64% [1133900/1251000] [906.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000094] [CE 3.515 (4.152)] [KD 2.359 (2.693)] 2024-10-15 11:51:02,284 - Train: 90.64% [1133950/1251000] [906.4/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000094] [CE 4.375 (4.111)] [KD 3.075 (2.660)] 2024-10-15 11:51:09,909 - Train: 90.65% [1134000/1251000] [906.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000094] [CE 3.669 (4.086)] [KD 2.318 (2.635)] 2024-10-15 11:51:17,479 - Train: 90.65% [1134050/1251000] [906.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000094] [CE 4.274 (4.077)] [KD 2.816 (2.620)] 2024-10-15 11:51:25,297 - Train: 90.66% [1134100/1251000] [906.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000094] [CE 4.432 (4.101)] [KD 2.911 (2.665)] 2024-10-15 11:51:32,881 - Train: 90.66% [1134150/1251000] [906.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000093] [CE 4.728 (4.114)] [KD 3.198 (2.665)] 2024-10-15 11:51:40,664 - Train: 90.66% [1134200/1251000] [906.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000093] [CE 3.557 (4.035)] [KD 2.198 (2.607)] 2024-10-15 11:51:48,221 - Train: 90.67% [1134250/1251000] [906.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.003] [optim_t 0.151] [lr 0.000093] [CE 4.221 (4.156)] [KD 2.701 (2.674)] 2024-10-15 11:51:56,008 - Train: 90.67% [1134300/1251000] [906.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000093] [CE 3.528 (4.118)] [KD 2.268 (2.691)] 2024-10-15 11:52:03,762 - Train: 90.68% [1134350/1251000] [906.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000093] [CE 4.575 (4.112)] [KD 2.792 (2.659)] 2024-10-15 11:52:11,549 - Train: 90.68% [1134400/1251000] [906.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000093] [CE 3.996 (4.150)] [KD 2.575 (2.647)] 2024-10-15 11:52:19,202 - Train: 90.68% [1134450/1251000] [906.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000093] [CE 4.486 (4.084)] [KD 2.945 (2.605)] 2024-10-15 11:52:26,988 - Train: 90.69% [1134500/1251000] [906.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000093] [CE 4.094 (4.144)] [KD 2.669 (2.696)] 2024-10-15 11:52:34,502 - Train: 90.69% [1134550/1251000] [906.9/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000093] [CE 4.041 (4.106)] [KD 2.492 (2.628)] 2024-10-15 11:52:42,016 - Train: 90.70% [1134600/1251000] [907.0/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000093] [CE 3.988 (4.099)] [KD 2.750 (2.653)] 2024-10-15 11:52:49,486 - Train: 90.70% [1134650/1251000] [907.0/1000.0] [batch_t 0.143 (0.149)] [data_t 0.005] [optim_t 0.138] [lr 0.000093] [CE 4.568 (4.126)] [KD 2.887 (2.645)] 2024-10-15 11:52:56,151 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 38798] [top5_cnt 46763] [top_all 50000] 2024-10-15 11:52:56,151 - net: 77.596 (93.526) 2024-10-15 11:53:02,022 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 39144] [top5_cnt 46919] [top_all 50000] 2024-10-15 11:53:02,023 - net_E: 78.288 (93.838) 2024-10-15 11:53:02,163 - Max [top1: 77.596 (epoch: 907)] [top1-ema: 78.288 (epoch: 907)] 2024-10-15 11:53:02,163 - ==> Total time: 1 day, 21:50:45 Eta: 4:42:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:53:20,666 - Train: 90.70% [1134700/1251000] [907.0/1000.0] [batch_t 0.151 (0.168)] [data_t 0.003] [optim_t 0.148] [lr 0.000093] [CE 4.672 (4.069)] [KD 3.021 (2.605)] 2024-10-15 11:53:28,692 - Train: 90.71% [1134750/1251000] [907.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.146] [lr 0.000093] [CE 3.665 (4.201)] [KD 2.448 (2.694)] 2024-10-15 11:53:36,562 - Train: 90.71% [1134800/1251000] [907.1/1000.0] [batch_t 0.159 (0.157)] [data_t 0.003] [optim_t 0.156] [lr 0.000093] [CE 4.026 (4.146)] [KD 2.573 (2.648)] 2024-10-15 11:53:44,349 - Train: 90.72% [1134850/1251000] [907.2/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000093] [CE 4.019 (4.104)] [KD 2.497 (2.663)] 2024-10-15 11:53:51,901 - Train: 90.72% [1134900/1251000] [907.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000093] [CE 3.993 (4.153)] [KD 2.754 (2.678)] 2024-10-15 11:53:59,475 - Train: 90.72% [1134950/1251000] [907.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000093] [CE 4.632 (4.096)] [KD 2.831 (2.651)] 2024-10-15 11:54:07,069 - Train: 90.73% [1135000/1251000] [907.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000093] [CE 4.229 (4.122)] [KD 2.767 (2.662)] 2024-10-15 11:54:14,777 - Train: 90.73% [1135050/1251000] [907.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000093] [CE 4.286 (4.128)] [KD 2.737 (2.655)] 2024-10-15 11:54:22,488 - Train: 90.74% [1135100/1251000] [907.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000092] [CE 4.226 (4.129)] [KD 2.931 (2.653)] 2024-10-15 11:54:30,294 - Train: 90.74% [1135150/1251000] [907.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000092] [CE 4.221 (4.028)] [KD 2.763 (2.626)] 2024-10-15 11:54:38,238 - Train: 90.74% [1135200/1251000] [907.4/1000.0] [batch_t 0.147 (0.159)] [data_t 0.004] [optim_t 0.143] [lr 0.000092] [CE 3.508 (4.127)] [KD 2.225 (2.640)] 2024-10-15 11:54:45,966 - Train: 90.75% [1135250/1251000] [907.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000092] [CE 4.267 (4.153)] [KD 2.723 (2.635)] 2024-10-15 11:54:53,547 - Train: 90.75% [1135300/1251000] [907.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000092] [CE 3.504 (4.066)] [KD 2.425 (2.603)] 2024-10-15 11:55:01,228 - Train: 90.76% [1135350/1251000] [907.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000092] [CE 4.475 (4.029)] [KD 2.745 (2.569)] 2024-10-15 11:55:08,845 - Train: 90.76% [1135400/1251000] [907.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000092] [CE 4.467 (4.127)] [KD 2.831 (2.667)] 2024-10-15 11:55:16,438 - Train: 90.76% [1135450/1251000] [907.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000092] [CE 3.324 (4.100)] [KD 2.155 (2.657)] 2024-10-15 11:55:24,058 - Train: 90.77% [1135500/1251000] [907.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000092] [CE 3.796 (4.099)] [KD 2.589 (2.648)] 2024-10-15 11:55:31,934 - Train: 90.77% [1135550/1251000] [907.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000092] [CE 3.590 (4.005)] [KD 2.399 (2.584)] 2024-10-15 11:55:39,803 - Train: 90.78% [1135600/1251000] [907.8/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000092] [CE 3.802 (4.160)] [KD 2.393 (2.689)] 2024-10-15 11:55:47,808 - Train: 90.78% [1135650/1251000] [907.8/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000092] [CE 4.176 (4.123)] [KD 2.744 (2.667)] 2024-10-15 11:55:55,547 - Train: 90.78% [1135700/1251000] [907.8/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000092] [CE 3.657 (4.049)] [KD 2.412 (2.620)] 2024-10-15 11:56:03,235 - Train: 90.79% [1135750/1251000] [907.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000092] [CE 4.013 (4.084)] [KD 2.456 (2.638)] 2024-10-15 11:56:10,870 - Train: 90.79% [1135800/1251000] [907.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000092] [CE 3.928 (4.138)] [KD 2.610 (2.671)] 2024-10-15 11:56:18,480 - Train: 90.80% [1135850/1251000] [908.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000092] [CE 4.470 (4.040)] [KD 2.753 (2.615)] 2024-10-15 11:56:26,017 - Train: 90.80% [1135900/1251000] [908.0/1000.0] [batch_t 0.145 (0.151)] [data_t 0.002] [optim_t 0.143] [lr 0.000092] [CE 4.133 (4.110)] [KD 2.713 (2.659)] 2024-10-15 11:56:32,917 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38716] [top5_cnt 46729] [top_all 50000] 2024-10-15 11:56:32,918 - net: 77.432 (93.458) 2024-10-15 11:56:38,852 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39160] [top5_cnt 46911] [top_all 50000] 2024-10-15 11:56:38,853 - net_E: 78.320 (93.822) 2024-10-15 11:56:39,037 - Max [top1: 77.596 (epoch: 907)] [top1-ema: 78.320 (epoch: 908)] 2024-10-15 11:56:39,038 - ==> Total time: 1 day, 21:54:22 Eta: 4:39:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 11:56:53,043 - Train: 90.80% [1135950/1251000] [908.0/1000.0] [batch_t 0.155 (0.171)] [data_t 0.005] [optim_t 0.151] [lr 0.000092] [CE 3.468 (4.111)] [KD 2.319 (2.645)] 2024-10-15 11:57:01,001 - Train: 90.81% [1136000/1251000] [908.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.145] [lr 0.000091] [CE 4.395 (4.136)] [KD 2.819 (2.645)] 2024-10-15 11:57:08,686 - Train: 90.81% [1136050/1251000] [908.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000091] [CE 4.113 (4.108)] [KD 2.575 (2.641)] 2024-10-15 11:57:16,358 - Train: 90.82% [1136100/1251000] [908.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000091] [CE 3.594 (4.093)] [KD 2.379 (2.617)] 2024-10-15 11:57:23,933 - Train: 90.82% [1136150/1251000] [908.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000091] [CE 3.689 (4.143)] [KD 2.542 (2.686)] 2024-10-15 11:57:31,532 - Train: 90.82% [1136200/1251000] [908.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000091] [CE 4.090 (4.099)] [KD 2.657 (2.651)] 2024-10-15 11:57:39,443 - Train: 90.83% [1136250/1251000] [908.3/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000091] [CE 3.627 (4.153)] [KD 2.107 (2.639)] 2024-10-15 11:57:47,220 - Train: 90.83% [1136300/1251000] [908.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000091] [CE 4.057 (4.025)] [KD 2.646 (2.600)] 2024-10-15 11:57:54,857 - Train: 90.84% [1136350/1251000] [908.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000091] [CE 4.174 (4.063)] [KD 2.653 (2.613)] 2024-10-15 11:58:02,365 - Train: 90.84% [1136400/1251000] [908.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000091] [CE 4.114 (4.105)] [KD 2.549 (2.648)] 2024-10-15 11:58:10,012 - Train: 90.84% [1136450/1251000] [908.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000091] [CE 4.034 (4.124)] [KD 2.629 (2.653)] 2024-10-15 11:58:17,677 - Train: 90.85% [1136500/1251000] [908.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000091] [CE 4.041 (4.083)] [KD 2.748 (2.654)] 2024-10-15 11:58:25,445 - Train: 90.85% [1136550/1251000] [908.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000091] [CE 4.374 (4.109)] [KD 2.742 (2.639)] 2024-10-15 11:58:33,330 - Train: 90.86% [1136600/1251000] [908.6/1000.0] [batch_t 0.155 (0.158)] [data_t 0.006] [optim_t 0.149] [lr 0.000091] [CE 4.085 (4.142)] [KD 2.564 (2.665)] 2024-10-15 11:58:40,882 - Train: 90.86% [1136650/1251000] [908.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000091] [CE 4.311 (4.059)] [KD 2.835 (2.603)] 2024-10-15 11:58:48,489 - Train: 90.86% [1136700/1251000] [908.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000091] [CE 4.210 (4.039)] [KD 2.659 (2.622)] 2024-10-15 11:58:56,174 - Train: 90.87% [1136750/1251000] [908.7/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000091] [CE 4.170 (4.094)] [KD 2.725 (2.640)] 2024-10-15 11:59:03,791 - Train: 90.87% [1136800/1251000] [908.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000091] [CE 3.659 (4.103)] [KD 2.424 (2.652)] 2024-10-15 11:59:11,760 - Train: 90.88% [1136850/1251000] [908.8/1000.0] [batch_t 0.148 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000091] [CE 4.045 (4.036)] [KD 2.712 (2.596)] 2024-10-15 11:59:19,695 - Train: 90.88% [1136900/1251000] [908.8/1000.0] [batch_t 0.149 (0.159)] [data_t 0.005] [optim_t 0.144] [lr 0.000091] [CE 4.524 (4.114)] [KD 2.805 (2.656)] 2024-10-15 11:59:27,255 - Train: 90.88% [1136950/1251000] [908.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000090] [CE 4.054 (4.082)] [KD 2.741 (2.641)] 2024-10-15 11:59:34,959 - Train: 90.89% [1137000/1251000] [908.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000090] [CE 4.146 (4.028)] [KD 2.735 (2.597)] 2024-10-15 11:59:42,558 - Train: 90.89% [1137050/1251000] [908.9/1000.0] [batch_t 0.159 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.000090] [CE 4.207 (4.148)] [KD 2.762 (2.686)] 2024-10-15 11:59:50,275 - Train: 90.90% [1137100/1251000] [909.0/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000090] [CE 4.195 (4.130)] [KD 2.581 (2.688)] 2024-10-15 11:59:58,099 - Train: 90.90% [1137150/1251000] [909.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000090] [CE 4.371 (4.190)] [KD 2.740 (2.678)] 2024-10-15 12:00:05,226 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 38722] [top5_cnt 46805] [top_all 50000] 2024-10-15 12:00:05,226 - net: 77.444 (93.610) 2024-10-15 12:00:11,043 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 39189] [top5_cnt 46943] [top_all 50000] 2024-10-15 12:00:11,044 - net_E: 78.378 (93.886) 2024-10-15 12:00:11,230 - Max [top1: 77.596 (epoch: 907)] [top1-ema: 78.378 (epoch: 909)] 2024-10-15 12:00:11,230 - ==> Total time: 1 day, 21:57:54 Eta: 4:36:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:00:24,230 - Train: 90.90% [1137200/1251000] [909.0/1000.0] [batch_t 0.153 (0.166)] [data_t 0.003] [optim_t 0.150] [lr 0.000090] [CE 3.920 (4.064)] [KD 2.478 (2.607)] 2024-10-15 12:00:31,809 - Train: 90.91% [1137250/1251000] [909.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.150] [lr 0.000090] [CE 4.057 (4.100)] [KD 2.659 (2.622)] 2024-10-15 12:00:39,784 - Train: 90.91% [1137300/1251000] [909.1/1000.0] [batch_t 0.157 (0.159)] [data_t 0.005] [optim_t 0.152] [lr 0.000090] [CE 4.337 (4.107)] [KD 2.743 (2.639)] 2024-10-15 12:00:47,383 - Train: 90.92% [1137350/1251000] [909.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000090] [CE 3.879 (4.101)] [KD 2.550 (2.645)] 2024-10-15 12:00:55,126 - Train: 90.92% [1137400/1251000] [909.2/1000.0] [batch_t 0.296 (0.155)] [data_t 0.005] [optim_t 0.291] [lr 0.000090] [CE 4.214 (4.058)] [KD 2.552 (2.610)] 2024-10-15 12:01:02,844 - Train: 90.92% [1137450/1251000] [909.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000090] [CE 4.233 (4.072)] [KD 2.580 (2.605)] 2024-10-15 12:01:10,763 - Train: 90.93% [1137500/1251000] [909.3/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000090] [CE 3.920 (4.073)] [KD 2.457 (2.625)] 2024-10-15 12:01:18,280 - Train: 90.93% [1137550/1251000] [909.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000090] [CE 4.304 (4.112)] [KD 2.781 (2.639)] 2024-10-15 12:01:25,937 - Train: 90.94% [1137600/1251000] [909.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000090] [CE 4.246 (4.135)] [KD 2.697 (2.662)] 2024-10-15 12:01:33,543 - Train: 90.94% [1137650/1251000] [909.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000090] [CE 3.714 (4.075)] [KD 2.503 (2.622)] 2024-10-15 12:01:41,241 - Train: 90.94% [1137700/1251000] [909.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000090] [CE 4.244 (4.100)] [KD 2.876 (2.622)] 2024-10-15 12:01:49,002 - Train: 90.95% [1137750/1251000] [909.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000090] [CE 4.428 (4.049)] [KD 2.759 (2.625)] 2024-10-15 12:01:56,652 - Train: 90.95% [1137800/1251000] [909.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000090] [CE 4.089 (4.110)] [KD 2.600 (2.652)] 2024-10-15 12:02:04,383 - Train: 90.96% [1137850/1251000] [909.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000090] [CE 4.556 (4.158)] [KD 2.952 (2.662)] 2024-10-15 12:02:12,093 - Train: 90.96% [1137900/1251000] [909.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000089] [CE 4.267 (4.100)] [KD 2.582 (2.639)] 2024-10-15 12:02:19,814 - Train: 90.96% [1137950/1251000] [909.6/1000.0] [batch_t 0.162 (0.154)] [data_t 0.005] [optim_t 0.156] [lr 0.000089] [CE 4.172 (4.154)] [KD 2.728 (2.666)] 2024-10-15 12:02:27,782 - Train: 90.97% [1138000/1251000] [909.7/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000089] [CE 4.058 (4.152)] [KD 2.637 (2.662)] 2024-10-15 12:02:35,577 - Train: 90.97% [1138050/1251000] [909.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000089] [CE 3.745 (4.050)] [KD 2.435 (2.618)] 2024-10-15 12:02:43,135 - Train: 90.98% [1138100/1251000] [909.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000089] [CE 3.771 (4.032)] [KD 2.385 (2.623)] 2024-10-15 12:02:50,887 - Train: 90.98% [1138150/1251000] [909.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000089] [CE 4.038 (4.072)] [KD 2.577 (2.621)] 2024-10-15 12:02:58,545 - Train: 90.98% [1138200/1251000] [909.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000089] [CE 3.959 (4.016)] [KD 2.644 (2.604)] 2024-10-15 12:03:06,185 - Train: 90.99% [1138250/1251000] [909.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000089] [CE 4.379 (4.099)] [KD 2.823 (2.624)] 2024-10-15 12:03:13,844 - Train: 90.99% [1138300/1251000] [909.9/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000089] [CE 3.956 (4.086)] [KD 2.475 (2.603)] 2024-10-15 12:03:21,952 - Train: 91.00% [1138350/1251000] [910.0/1000.0] [batch_t 0.151 (0.162)] [data_t 0.003] [optim_t 0.148] [lr 0.000089] [CE 3.813 (4.162)] [KD 2.547 (2.674)] 2024-10-15 12:03:29,646 - Train: 91.00% [1138400/1251000] [910.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.007] [optim_t 0.138] [lr 0.000089] [CE 3.992 (4.113)] [KD 2.613 (2.647)] 2024-10-15 12:03:36,955 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38803] [top5_cnt 46812] [top_all 50000] 2024-10-15 12:03:36,955 - net: 77.606 (93.624) 2024-10-15 12:03:42,870 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 39168] [top5_cnt 46948] [top_all 50000] 2024-10-15 12:03:42,870 - net_E: 78.336 (93.896) 2024-10-15 12:03:43,038 - Max [top1: 77.606 (epoch: 910)] [top1-ema: 78.378 (epoch: 909)] 2024-10-15 12:03:43,038 - ==> Total time: 1 day, 22:01:26 Eta: 4:33:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:03:55,165 - Train: 91.00% [1138450/1251000] [910.0/1000.0] [batch_t 0.152 (0.168)] [data_t 0.004] [optim_t 0.147] [lr 0.000089] [CE 4.251 (4.109)] [KD 2.895 (2.612)] 2024-10-15 12:04:02,718 - Train: 91.01% [1138500/1251000] [910.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000089] [CE 4.146 (4.116)] [KD 2.734 (2.630)] 2024-10-15 12:04:10,304 - Train: 91.01% [1138550/1251000] [910.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000089] [CE 4.212 (4.064)] [KD 2.692 (2.599)] 2024-10-15 12:04:17,913 - Train: 91.02% [1138600/1251000] [910.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000089] [CE 4.024 (4.109)] [KD 2.523 (2.628)] 2024-10-15 12:04:25,656 - Train: 91.02% [1138650/1251000] [910.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000089] [CE 4.231 (4.074)] [KD 2.528 (2.607)] 2024-10-15 12:04:33,345 - Train: 91.02% [1138700/1251000] [910.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000089] [CE 4.207 (4.081)] [KD 2.856 (2.626)] 2024-10-15 12:04:41,484 - Train: 91.03% [1138750/1251000] [910.3/1000.0] [batch_t 0.148 (0.163)] [data_t 0.004] [optim_t 0.144] [lr 0.000089] [CE 4.209 (4.109)] [KD 2.742 (2.650)] 2024-10-15 12:04:49,101 - Train: 91.03% [1138800/1251000] [910.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000089] [CE 3.575 (4.118)] [KD 2.482 (2.651)] 2024-10-15 12:04:56,956 - Train: 91.04% [1138850/1251000] [910.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000089] [CE 3.988 (4.042)] [KD 2.679 (2.618)] 2024-10-15 12:05:04,716 - Train: 91.04% [1138900/1251000] [910.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000088] [CE 4.337 (4.047)] [KD 2.750 (2.628)] 2024-10-15 12:05:12,326 - Train: 91.04% [1138950/1251000] [910.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000088] [CE 4.153 (4.128)] [KD 2.543 (2.648)] 2024-10-15 12:05:20,180 - Train: 91.05% [1139000/1251000] [910.5/1000.0] [batch_t 0.158 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.000088] [CE 3.976 (4.117)] [KD 2.622 (2.644)] 2024-10-15 12:05:27,813 - Train: 91.05% [1139050/1251000] [910.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000088] [CE 4.070 (4.121)] [KD 2.636 (2.639)] 2024-10-15 12:05:35,736 - Train: 91.06% [1139100/1251000] [910.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000088] [CE 4.210 (4.042)] [KD 2.610 (2.596)] 2024-10-15 12:05:43,434 - Train: 91.06% [1139150/1251000] [910.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.007] [optim_t 0.148] [lr 0.000088] [CE 4.115 (4.074)] [KD 2.793 (2.641)] 2024-10-15 12:05:51,433 - Train: 91.06% [1139200/1251000] [910.6/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000088] [CE 4.495 (4.089)] [KD 2.927 (2.646)] 2024-10-15 12:05:59,262 - Train: 91.07% [1139250/1251000] [910.7/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.000088] [CE 4.575 (4.125)] [KD 2.778 (2.659)] 2024-10-15 12:06:06,932 - Train: 91.07% [1139300/1251000] [910.7/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000088] [CE 4.000 (4.168)] [KD 2.472 (2.661)] 2024-10-15 12:06:14,893 - Train: 91.08% [1139350/1251000] [910.8/1000.0] [batch_t 0.160 (0.159)] [data_t 0.004] [optim_t 0.156] [lr 0.000088] [CE 3.976 (4.102)] [KD 2.673 (2.633)] 2024-10-15 12:06:22,643 - Train: 91.08% [1139400/1251000] [910.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000088] [CE 4.193 (4.087)] [KD 2.693 (2.620)] 2024-10-15 12:06:30,387 - Train: 91.08% [1139450/1251000] [910.8/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000088] [CE 4.041 (4.163)] [KD 2.584 (2.670)] 2024-10-15 12:06:38,032 - Train: 91.09% [1139500/1251000] [910.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000088] [CE 4.014 (4.088)] [KD 2.634 (2.621)] 2024-10-15 12:06:45,731 - Train: 91.09% [1139550/1251000] [910.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000088] [CE 4.165 (4.067)] [KD 2.761 (2.611)] 2024-10-15 12:06:53,541 - Train: 91.10% [1139600/1251000] [911.0/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000088] [CE 3.707 (4.077)] [KD 2.376 (2.626)] 2024-10-15 12:07:01,295 - Train: 91.10% [1139650/1251000] [911.0/1000.0] [batch_t 0.144 (0.155)] [data_t 0.004] [optim_t 0.140] [lr 0.000088] [CE 3.761 (4.140)] [KD 2.448 (2.659)] 2024-10-15 12:07:08,721 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38803] [top5_cnt 46786] [top_all 50000] 2024-10-15 12:07:08,721 - net: 77.606 (93.572) 2024-10-15 12:07:14,645 - Test (net_E): 100.00% [50/50] [batch_t 0.030 (0.106)] [top1_cnt 39202] [top5_cnt 46942] [top_all 50000] 2024-10-15 12:07:14,646 - net_E: 78.404 (93.884) 2024-10-15 12:07:14,798 - Max [top1: 77.606 (epoch: 910)] [top1-ema: 78.404 (epoch: 911)] 2024-10-15 12:07:14,799 - ==> Total time: 1 day, 22:04:58 Eta: 4:30:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:07:26,730 - Train: 91.10% [1139700/1251000] [911.0/1000.0] [batch_t 0.149 (0.163)] [data_t 0.004] [optim_t 0.145] [lr 0.000088] [CE 4.172 (4.031)] [KD 2.699 (2.567)] 2024-10-15 12:07:34,556 - Train: 91.11% [1139750/1251000] [911.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000088] [CE 4.330 (4.123)] [KD 2.621 (2.638)] 2024-10-15 12:07:42,216 - Train: 91.11% [1139800/1251000] [911.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000088] [CE 4.308 (4.003)] [KD 2.655 (2.590)] 2024-10-15 12:07:50,069 - Train: 91.12% [1139850/1251000] [911.2/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000087] [CE 4.281 (4.070)] [KD 2.677 (2.619)] 2024-10-15 12:07:58,030 - Train: 91.12% [1139900/1251000] [911.2/1000.0] [batch_t 0.162 (0.159)] [data_t 0.004] [optim_t 0.158] [lr 0.000087] [CE 3.914 (4.166)] [KD 2.346 (2.661)] 2024-10-15 12:08:05,701 - Train: 91.12% [1139950/1251000] [911.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000087] [CE 3.581 (4.112)] [KD 2.345 (2.631)] 2024-10-15 12:08:13,483 - Train: 91.13% [1140000/1251000] [911.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000087] [CE 3.954 (4.114)] [KD 2.510 (2.629)] 2024-10-15 12:08:21,454 - Train: 91.13% [1140050/1251000] [911.3/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000087] [CE 4.399 (4.145)] [KD 2.717 (2.678)] 2024-10-15 12:08:29,252 - Train: 91.14% [1140100/1251000] [911.4/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000087] [CE 4.680 (4.042)] [KD 3.059 (2.598)] 2024-10-15 12:08:36,943 - Train: 91.14% [1140150/1251000] [911.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000087] [CE 4.097 (4.106)] [KD 2.674 (2.619)] 2024-10-15 12:08:44,805 - Train: 91.14% [1140200/1251000] [911.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000087] [CE 3.657 (4.063)] [KD 2.360 (2.609)] 2024-10-15 12:08:52,561 - Train: 91.15% [1140250/1251000] [911.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000087] [CE 3.967 (4.108)] [KD 2.301 (2.622)] 2024-10-15 12:09:00,440 - Train: 91.15% [1140300/1251000] [911.5/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000087] [CE 4.349 (4.126)] [KD 2.800 (2.619)] 2024-10-15 12:09:08,142 - Train: 91.16% [1140350/1251000] [911.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000087] [CE 3.662 (3.990)] [KD 2.353 (2.575)] 2024-10-15 12:09:15,955 - Train: 91.16% [1140400/1251000] [911.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000087] [CE 3.848 (4.081)] [KD 2.592 (2.607)] 2024-10-15 12:09:23,744 - Train: 91.16% [1140450/1251000] [911.6/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000087] [CE 4.388 (4.133)] [KD 2.758 (2.674)] 2024-10-15 12:09:31,774 - Train: 91.17% [1140500/1251000] [911.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000087] [CE 3.884 (4.056)] [KD 2.664 (2.620)] 2024-10-15 12:09:39,459 - Train: 91.17% [1140550/1251000] [911.7/1000.0] [batch_t 0.157 (0.154)] [data_t 0.002] [optim_t 0.154] [lr 0.000087] [CE 4.127 (4.072)] [KD 2.680 (2.609)] 2024-10-15 12:09:47,220 - Train: 91.18% [1140600/1251000] [911.8/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000087] [CE 4.169 (4.075)] [KD 2.589 (2.609)] 2024-10-15 12:09:54,808 - Train: 91.18% [1140650/1251000] [911.8/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000087] [CE 4.108 (4.051)] [KD 2.734 (2.596)] 2024-10-15 12:10:02,811 - Train: 91.18% [1140700/1251000] [911.8/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000087] [CE 3.882 (4.040)] [KD 2.527 (2.612)] 2024-10-15 12:10:10,597 - Train: 91.19% [1140750/1251000] [911.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000087] [CE 3.954 (4.119)] [KD 2.514 (2.626)] 2024-10-15 12:10:18,620 - Train: 91.19% [1140800/1251000] [911.9/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000087] [CE 4.423 (4.085)] [KD 2.654 (2.613)] 2024-10-15 12:10:26,347 - Train: 91.20% [1140850/1251000] [912.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000086] [CE 3.827 (4.178)] [KD 2.361 (2.687)] 2024-10-15 12:10:34,110 - Train: 91.20% [1140900/1251000] [912.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000086] [CE 3.842 (4.104)] [KD 2.494 (2.634)] 2024-10-15 12:10:41,724 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38828] [top5_cnt 46776] [top_all 50000] 2024-10-15 12:10:41,725 - net: 77.656 (93.552) 2024-10-15 12:10:47,602 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 39197] [top5_cnt 46928] [top_all 50000] 2024-10-15 12:10:47,602 - net_E: 78.394 (93.856) 2024-10-15 12:10:47,768 - Max [top1: 77.656 (epoch: 912)] [top1-ema: 78.404 (epoch: 911)] 2024-10-15 12:10:47,768 - ==> Total time: 1 day, 22:08:31 Eta: 4:27:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:11:00,269 - Train: 91.20% [1140950/1251000] [912.0/1000.0] [batch_t 0.151 (0.171)] [data_t 0.004] [optim_t 0.147] [lr 0.000086] [CE 4.653 (4.126)] [KD 3.065 (2.656)] 2024-10-15 12:11:07,922 - Train: 91.21% [1141000/1251000] [912.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000086] [CE 4.117 (4.103)] [KD 2.445 (2.594)] 2024-10-15 12:11:15,884 - Train: 91.21% [1141050/1251000] [912.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000086] [CE 4.240 (4.081)] [KD 2.672 (2.605)] 2024-10-15 12:11:23,652 - Train: 91.22% [1141100/1251000] [912.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000086] [CE 4.557 (4.167)] [KD 2.757 (2.649)] 2024-10-15 12:11:31,212 - Train: 91.22% [1141150/1251000] [912.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000086] [CE 4.456 (4.047)] [KD 2.844 (2.585)] 2024-10-15 12:11:39,002 - Train: 91.22% [1141200/1251000] [912.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000086] [CE 3.928 (4.041)] [KD 2.495 (2.589)] 2024-10-15 12:11:46,802 - Train: 91.23% [1141250/1251000] [912.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000086] [CE 3.584 (4.047)] [KD 2.284 (2.570)] 2024-10-15 12:11:54,568 - Train: 91.23% [1141300/1251000] [912.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000086] [CE 4.188 (4.078)] [KD 2.757 (2.613)] 2024-10-15 12:12:02,460 - Train: 91.24% [1141350/1251000] [912.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000086] [CE 4.217 (4.137)] [KD 2.820 (2.651)] 2024-10-15 12:12:10,250 - Train: 91.24% [1141400/1251000] [912.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000086] [CE 4.146 (4.058)] [KD 2.762 (2.585)] 2024-10-15 12:12:17,896 - Train: 91.24% [1141450/1251000] [912.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000086] [CE 4.364 (4.053)] [KD 2.696 (2.596)] 2024-10-15 12:12:25,824 - Train: 91.25% [1141500/1251000] [912.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000086] [CE 3.699 (4.106)] [KD 2.319 (2.634)] 2024-10-15 12:12:33,582 - Train: 91.25% [1141550/1251000] [912.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000086] [CE 3.793 (4.104)] [KD 2.423 (2.639)] 2024-10-15 12:12:41,321 - Train: 91.25% [1141600/1251000] [912.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000086] [CE 4.538 (4.130)] [KD 2.764 (2.629)] 2024-10-15 12:12:49,084 - Train: 91.26% [1141650/1251000] [912.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000086] [CE 3.650 (4.109)] [KD 2.398 (2.614)] 2024-10-15 12:12:56,815 - Train: 91.26% [1141700/1251000] [912.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000086] [CE 4.336 (4.118)] [KD 2.806 (2.647)] 2024-10-15 12:13:04,454 - Train: 91.27% [1141750/1251000] [912.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000086] [CE 4.073 (4.129)] [KD 2.718 (2.657)] 2024-10-15 12:13:12,429 - Train: 91.27% [1141800/1251000] [912.7/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000085] [CE 3.739 (4.061)] [KD 2.447 (2.594)] 2024-10-15 12:13:20,017 - Train: 91.27% [1141850/1251000] [912.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000085] [CE 4.223 (4.091)] [KD 2.721 (2.636)] 2024-10-15 12:13:28,004 - Train: 91.28% [1141900/1251000] [912.8/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000085] [CE 4.149 (4.082)] [KD 2.713 (2.621)] 2024-10-15 12:13:35,606 - Train: 91.28% [1141950/1251000] [912.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000085] [CE 4.195 (4.104)] [KD 2.584 (2.638)] 2024-10-15 12:13:43,218 - Train: 91.29% [1142000/1251000] [912.9/1000.0] [batch_t 0.160 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000085] [CE 4.141 (4.009)] [KD 2.672 (2.587)] 2024-10-15 12:13:50,936 - Train: 91.29% [1142050/1251000] [912.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000085] [CE 4.425 (4.085)] [KD 2.745 (2.627)] 2024-10-15 12:13:58,754 - Train: 91.29% [1142100/1251000] [912.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000085] [CE 4.047 (4.074)] [KD 2.662 (2.590)] 2024-10-15 12:14:06,524 - Train: 91.30% [1142150/1251000] [913.0/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000085] [CE 3.972 (4.041)] [KD 2.434 (2.601)] 2024-10-15 12:14:14,267 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38888] [top5_cnt 46784] [top_all 50000] 2024-10-15 12:14:14,267 - net: 77.776 (93.568) 2024-10-15 12:14:20,156 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39189] [top5_cnt 46943] [top_all 50000] 2024-10-15 12:14:20,157 - net_E: 78.378 (93.886) 2024-10-15 12:14:20,411 - Max [top1: 77.776 (epoch: 913)] [top1-ema: 78.404 (epoch: 911)] 2024-10-15 12:14:20,412 - ==> Total time: 1 day, 22:12:03 Eta: 4:24:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:14:33,273 - Train: 91.30% [1142200/1251000] [913.0/1000.0] [batch_t 0.150 (0.173)] [data_t 0.004] [optim_t 0.146] [lr 0.000085] [CE 4.125 (4.132)] [KD 2.657 (2.631)] 2024-10-15 12:14:41,087 - Train: 91.31% [1142250/1251000] [913.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000085] [CE 3.858 (4.137)] [KD 2.462 (2.622)] 2024-10-15 12:14:48,760 - Train: 91.31% [1142300/1251000] [913.1/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000085] [CE 4.307 (4.087)] [KD 2.849 (2.624)] 2024-10-15 12:14:56,539 - Train: 91.31% [1142350/1251000] [913.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000085] [CE 4.432 (4.041)] [KD 2.884 (2.576)] 2024-10-15 12:15:04,494 - Train: 91.32% [1142400/1251000] [913.2/1000.0] [batch_t 0.155 (0.159)] [data_t 0.003] [optim_t 0.152] [lr 0.000085] [CE 3.983 (4.103)] [KD 2.527 (2.618)] 2024-10-15 12:15:12,105 - Train: 91.32% [1142450/1251000] [913.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000085] [CE 4.061 (4.068)] [KD 2.632 (2.600)] 2024-10-15 12:15:19,930 - Train: 91.33% [1142500/1251000] [913.3/1000.0] [batch_t 0.278 (0.156)] [data_t 0.004] [optim_t 0.274] [lr 0.000085] [CE 3.682 (4.068)] [KD 2.483 (2.626)] 2024-10-15 12:15:27,660 - Train: 91.33% [1142550/1251000] [913.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000085] [CE 4.187 (4.107)] [KD 2.782 (2.642)] 2024-10-15 12:15:35,464 - Train: 91.33% [1142600/1251000] [913.3/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000085] [CE 4.251 (4.128)] [KD 2.670 (2.636)] 2024-10-15 12:15:43,225 - Train: 91.34% [1142650/1251000] [913.4/1000.0] [batch_t 0.159 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000085] [CE 4.526 (4.143)] [KD 2.959 (2.635)] 2024-10-15 12:15:50,879 - Train: 91.34% [1142700/1251000] [913.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000085] [CE 4.637 (4.142)] [KD 2.945 (2.637)] 2024-10-15 12:15:58,624 - Train: 91.35% [1142750/1251000] [913.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000085] [CE 4.288 (4.153)] [KD 2.846 (2.666)] 2024-10-15 12:16:06,337 - Train: 91.35% [1142800/1251000] [913.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000084] [CE 4.349 (4.114)] [KD 2.788 (2.623)] 2024-10-15 12:16:14,045 - Train: 91.35% [1142850/1251000] [913.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000084] [CE 4.372 (4.018)] [KD 2.442 (2.563)] 2024-10-15 12:16:21,670 - Train: 91.36% [1142900/1251000] [913.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000084] [CE 4.098 (4.110)] [KD 2.688 (2.650)] 2024-10-15 12:16:29,250 - Train: 91.36% [1142950/1251000] [913.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000084] [CE 4.560 (4.144)] [KD 2.796 (2.660)] 2024-10-15 12:16:37,242 - Train: 91.37% [1143000/1251000] [913.7/1000.0] [batch_t 0.171 (0.160)] [data_t 0.004] [optim_t 0.167] [lr 0.000084] [CE 4.563 (4.116)] [KD 2.910 (2.625)] 2024-10-15 12:16:44,943 - Train: 91.37% [1143050/1251000] [913.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 4.311 (4.134)] [KD 2.716 (2.629)] 2024-10-15 12:16:52,764 - Train: 91.37% [1143100/1251000] [913.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 4.418 (4.033)] [KD 2.954 (2.595)] 2024-10-15 12:17:00,387 - Train: 91.38% [1143150/1251000] [913.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000084] [CE 4.706 (4.121)] [KD 2.955 (2.644)] 2024-10-15 12:17:08,060 - Train: 91.38% [1143200/1251000] [913.8/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000084] [CE 3.708 (4.093)] [KD 2.389 (2.624)] 2024-10-15 12:17:15,833 - Train: 91.39% [1143250/1251000] [913.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000084] [CE 4.227 (4.108)] [KD 2.732 (2.642)] 2024-10-15 12:17:23,392 - Train: 91.39% [1143300/1251000] [913.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000084] [CE 4.305 (4.093)] [KD 2.771 (2.609)] 2024-10-15 12:17:31,050 - Train: 91.39% [1143350/1251000] [913.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 4.285 (4.085)] [KD 2.676 (2.605)] 2024-10-15 12:17:38,930 - Train: 91.40% [1143400/1251000] [914.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 4.147 (4.123)] [KD 2.674 (2.630)] 2024-10-15 12:17:46,576 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 38776] [top5_cnt 46749] [top_all 50000] 2024-10-15 12:17:46,576 - net: 77.552 (93.498) 2024-10-15 12:17:52,595 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 39190] [top5_cnt 46916] [top_all 50000] 2024-10-15 12:17:52,595 - net_E: 78.380 (93.832) 2024-10-15 12:17:52,732 - Max [top1: 77.776 (epoch: 913)] [top1-ema: 78.404 (epoch: 911)] 2024-10-15 12:17:52,732 - ==> Total time: 1 day, 22:15:35 Eta: 4:21:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:18:00,945 - Train: 91.40% [1143450/1251000] [914.0/1000.0] [batch_t 0.150 (0.172)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 4.328 (4.098)] [KD 2.710 (2.628)] 2024-10-15 12:18:08,557 - Train: 91.41% [1143500/1251000] [914.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000084] [CE 3.912 (4.026)] [KD 2.650 (2.563)] 2024-10-15 12:18:16,301 - Train: 91.41% [1143550/1251000] [914.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000084] [CE 4.173 (4.073)] [KD 2.546 (2.606)] 2024-10-15 12:18:24,074 - Train: 91.41% [1143600/1251000] [914.1/1000.0] [batch_t 0.162 (0.155)] [data_t 0.005] [optim_t 0.157] [lr 0.000084] [CE 4.360 (4.130)] [KD 2.673 (2.627)] 2024-10-15 12:18:31,828 - Train: 91.42% [1143650/1251000] [914.2/1000.0] [batch_t 0.160 (0.155)] [data_t 0.005] [optim_t 0.155] [lr 0.000084] [CE 4.488 (4.060)] [KD 2.811 (2.593)] 2024-10-15 12:18:39,810 - Train: 91.42% [1143700/1251000] [914.2/1000.0] [batch_t 0.160 (0.160)] [data_t 0.005] [optim_t 0.155] [lr 0.000084] [CE 4.271 (4.104)] [KD 2.781 (2.611)] 2024-10-15 12:18:47,542 - Train: 91.43% [1143750/1251000] [914.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000084] [CE 4.256 (4.146)] [KD 2.533 (2.623)] 2024-10-15 12:18:55,251 - Train: 91.43% [1143800/1251000] [914.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000083] [CE 4.465 (4.133)] [KD 2.704 (2.611)] 2024-10-15 12:19:03,147 - Train: 91.43% [1143850/1251000] [914.3/1000.0] [batch_t 0.162 (0.158)] [data_t 0.005] [optim_t 0.157] [lr 0.000083] [CE 4.165 (4.033)] [KD 2.791 (2.593)] 2024-10-15 12:19:10,768 - Train: 91.44% [1143900/1251000] [914.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000083] [CE 4.061 (4.136)] [KD 2.484 (2.639)] 2024-10-15 12:19:18,511 - Train: 91.44% [1143950/1251000] [914.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.006] [optim_t 0.149] [lr 0.000083] [CE 3.670 (4.114)] [KD 2.392 (2.615)] 2024-10-15 12:19:26,270 - Train: 91.45% [1144000/1251000] [914.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000083] [CE 4.560 (4.120)] [KD 2.881 (2.628)] 2024-10-15 12:19:33,976 - Train: 91.45% [1144050/1251000] [914.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000083] [CE 3.625 (4.102)] [KD 2.276 (2.602)] 2024-10-15 12:19:41,798 - Train: 91.45% [1144100/1251000] [914.5/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000083] [CE 3.720 (4.137)] [KD 2.400 (2.650)] 2024-10-15 12:19:49,530 - Train: 91.46% [1144150/1251000] [914.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000083] [CE 4.229 (4.071)] [KD 2.662 (2.569)] 2024-10-15 12:19:57,374 - Train: 91.46% [1144200/1251000] [914.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000083] [CE 3.953 (4.149)] [KD 2.414 (2.648)] 2024-10-15 12:20:05,158 - Train: 91.47% [1144250/1251000] [914.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000083] [CE 4.433 (4.117)] [KD 2.847 (2.611)] 2024-10-15 12:20:12,868 - Train: 91.47% [1144300/1251000] [914.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000083] [CE 4.208 (4.127)] [KD 2.648 (2.628)] 2024-10-15 12:20:20,474 - Train: 91.47% [1144350/1251000] [914.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000083] [CE 4.304 (4.035)] [KD 2.806 (2.578)] 2024-10-15 12:20:28,139 - Train: 91.48% [1144400/1251000] [914.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000083] [CE 3.695 (4.107)] [KD 2.403 (2.613)] 2024-10-15 12:20:35,812 - Train: 91.48% [1144450/1251000] [914.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000083] [CE 3.980 (4.041)] [KD 2.467 (2.569)] 2024-10-15 12:20:43,422 - Train: 91.49% [1144500/1251000] [914.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000083] [CE 4.458 (4.140)] [KD 2.929 (2.627)] 2024-10-15 12:20:51,247 - Train: 91.49% [1144550/1251000] [914.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.005] [optim_t 0.149] [lr 0.000083] [CE 4.344 (4.101)] [KD 2.802 (2.615)] 2024-10-15 12:20:58,977 - Train: 91.49% [1144600/1251000] [914.9/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000083] [CE 3.683 (4.041)] [KD 2.397 (2.592)] 2024-10-15 12:21:07,025 - Train: 91.50% [1144650/1251000] [915.0/1000.0] [batch_t 0.155 (0.161)] [data_t 0.010] [optim_t 0.145] [lr 0.000083] [CE 3.923 (4.077)] [KD 2.631 (2.594)] 2024-10-15 12:21:14,956 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.105)] [top1_cnt 38687] [top5_cnt 46693] [top_all 50000] 2024-10-15 12:21:14,957 - net: 77.374 (93.386) 2024-10-15 12:21:20,847 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39204] [top5_cnt 46936] [top_all 50000] 2024-10-15 12:21:20,847 - net_E: 78.408 (93.872) 2024-10-15 12:21:20,995 - Max [top1: 77.776 (epoch: 913)] [top1-ema: 78.408 (epoch: 915)] 2024-10-15 12:21:20,995 - ==> Total time: 1 day, 22:19:04 Eta: 4:18:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:21:33,788 - Train: 91.50% [1144700/1251000] [915.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.003] [optim_t 0.145] [lr 0.000083] [CE 4.191 (4.021)] [KD 2.438 (2.559)] 2024-10-15 12:21:41,342 - Train: 91.51% [1144750/1251000] [915.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000083] [CE 4.310 (4.033)] [KD 2.730 (2.575)] 2024-10-15 12:21:48,860 - Train: 91.51% [1144800/1251000] [915.1/1000.0] [batch_t 0.157 (0.150)] [data_t 0.003] [optim_t 0.154] [lr 0.000083] [CE 4.455 (4.116)] [KD 2.914 (2.618)] 2024-10-15 12:21:56,556 - Train: 91.51% [1144850/1251000] [915.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000082] [CE 3.663 (4.081)] [KD 2.532 (2.624)] 2024-10-15 12:22:04,399 - Train: 91.52% [1144900/1251000] [915.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000082] [CE 4.204 (4.068)] [KD 2.599 (2.608)] 2024-10-15 12:22:12,317 - Train: 91.52% [1144950/1251000] [915.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000082] [CE 3.829 (4.044)] [KD 2.329 (2.581)] 2024-10-15 12:22:19,899 - Train: 91.53% [1145000/1251000] [915.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000082] [CE 4.048 (4.122)] [KD 2.508 (2.626)] 2024-10-15 12:22:27,874 - Train: 91.53% [1145050/1251000] [915.3/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000082] [CE 4.258 (4.124)] [KD 2.639 (2.586)] 2024-10-15 12:22:35,454 - Train: 91.53% [1145100/1251000] [915.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000082] [CE 4.436 (4.087)] [KD 2.847 (2.621)] 2024-10-15 12:22:43,052 - Train: 91.54% [1145150/1251000] [915.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000082] [CE 4.182 (4.128)] [KD 2.495 (2.621)] 2024-10-15 12:22:50,959 - Train: 91.54% [1145200/1251000] [915.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.002] [optim_t 0.149] [lr 0.000082] [CE 4.058 (4.114)] [KD 2.542 (2.597)] 2024-10-15 12:22:58,662 - Train: 91.55% [1145250/1251000] [915.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000082] [CE 3.773 (4.082)] [KD 2.271 (2.628)] 2024-10-15 12:23:06,406 - Train: 91.55% [1145300/1251000] [915.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000082] [CE 4.183 (4.100)] [KD 2.673 (2.617)] 2024-10-15 12:23:14,001 - Train: 91.55% [1145350/1251000] [915.5/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000082] [CE 3.744 (4.099)] [KD 2.377 (2.633)] 2024-10-15 12:23:21,688 - Train: 91.56% [1145400/1251000] [915.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000082] [CE 4.018 (4.128)] [KD 2.401 (2.639)] 2024-10-15 12:23:29,547 - Train: 91.56% [1145450/1251000] [915.6/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000082] [CE 4.279 (4.155)] [KD 2.556 (2.646)] 2024-10-15 12:23:37,372 - Train: 91.57% [1145500/1251000] [915.7/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000082] [CE 4.594 (4.080)] [KD 2.934 (2.597)] 2024-10-15 12:23:45,173 - Train: 91.57% [1145550/1251000] [915.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000082] [CE 3.535 (4.032)] [KD 2.390 (2.575)] 2024-10-15 12:23:52,773 - Train: 91.57% [1145600/1251000] [915.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000082] [CE 3.817 (4.112)] [KD 2.347 (2.635)] 2024-10-15 12:24:00,325 - Train: 91.58% [1145650/1251000] [915.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000082] [CE 3.807 (4.154)] [KD 2.529 (2.637)] 2024-10-15 12:24:08,079 - Train: 91.58% [1145700/1251000] [915.8/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000082] [CE 4.077 (4.062)] [KD 2.693 (2.565)] 2024-10-15 12:24:15,772 - Train: 91.59% [1145750/1251000] [915.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000082] [CE 3.954 (4.092)] [KD 2.571 (2.623)] 2024-10-15 12:24:23,541 - Train: 91.59% [1145800/1251000] [915.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000082] [CE 3.942 (4.151)] [KD 2.567 (2.615)] 2024-10-15 12:24:31,146 - Train: 91.59% [1145850/1251000] [915.9/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000081] [CE 3.878 (4.145)] [KD 2.483 (2.633)] 2024-10-15 12:24:39,132 - Train: 91.60% [1145900/1251000] [916.0/1000.0] [batch_t 0.149 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000081] [CE 3.853 (4.072)] [KD 2.458 (2.599)] 2024-10-15 12:24:47,190 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 38920] [top5_cnt 46825] [top_all 50000] 2024-10-15 12:24:47,190 - net: 77.840 (93.650) 2024-10-15 12:24:53,067 - Test (net_E): 100.00% [50/50] [batch_t 0.026 (0.105)] [top1_cnt 39219] [top5_cnt 46910] [top_all 50000] 2024-10-15 12:24:53,068 - net_E: 78.438 (93.820) 2024-10-15 12:24:53,237 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.438 (epoch: 916)] 2024-10-15 12:24:53,237 - ==> Total time: 1 day, 22:22:36 Eta: 4:15:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:25:05,574 - Train: 91.60% [1145950/1251000] [916.0/1000.0] [batch_t 0.153 (0.167)] [data_t 0.004] [optim_t 0.149] [lr 0.000081] [CE 3.794 (4.103)] [KD 2.390 (2.584)] 2024-10-15 12:25:13,271 - Train: 91.61% [1146000/1251000] [916.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000081] [CE 4.641 (4.024)] [KD 3.216 (2.596)] 2024-10-15 12:25:21,046 - Train: 91.61% [1146050/1251000] [916.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000081] [CE 4.044 (4.189)] [KD 2.624 (2.646)] 2024-10-15 12:25:29,056 - Train: 91.61% [1146100/1251000] [916.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000081] [CE 3.684 (4.118)] [KD 2.511 (2.635)] 2024-10-15 12:25:36,664 - Train: 91.62% [1146150/1251000] [916.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000081] [CE 4.313 (4.111)] [KD 2.748 (2.620)] 2024-10-15 12:25:44,429 - Train: 91.62% [1146200/1251000] [916.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000081] [CE 3.869 (4.107)] [KD 2.453 (2.636)] 2024-10-15 12:25:52,032 - Train: 91.63% [1146250/1251000] [916.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000081] [CE 4.055 (4.222)] [KD 2.534 (2.655)] 2024-10-15 12:25:59,956 - Train: 91.63% [1146300/1251000] [916.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000081] [CE 4.161 (4.074)] [KD 2.605 (2.604)] 2024-10-15 12:26:07,817 - Train: 91.63% [1146350/1251000] [916.3/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000081] [CE 3.685 (4.094)] [KD 2.278 (2.604)] 2024-10-15 12:26:15,510 - Train: 91.64% [1146400/1251000] [916.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000081] [CE 4.151 (4.127)] [KD 2.602 (2.612)] 2024-10-15 12:26:23,107 - Train: 91.64% [1146450/1251000] [916.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000081] [CE 4.387 (4.038)] [KD 2.640 (2.565)] 2024-10-15 12:26:30,981 - Train: 91.65% [1146500/1251000] [916.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000081] [CE 4.307 (4.120)] [KD 2.713 (2.627)] 2024-10-15 12:26:38,770 - Train: 91.65% [1146550/1251000] [916.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000081] [CE 3.944 (4.159)] [KD 2.614 (2.648)] 2024-10-15 12:26:46,486 - Train: 91.65% [1146600/1251000] [916.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000081] [CE 4.218 (4.064)] [KD 2.741 (2.577)] 2024-10-15 12:26:54,441 - Train: 91.66% [1146650/1251000] [916.6/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000081] [CE 4.275 (4.005)] [KD 2.615 (2.571)] 2024-10-15 12:27:02,081 - Train: 91.66% [1146700/1251000] [916.6/1000.0] [batch_t 0.160 (0.153)] [data_t 0.005] [optim_t 0.156] [lr 0.000081] [CE 4.669 (4.184)] [KD 2.954 (2.655)] 2024-10-15 12:27:09,994 - Train: 91.67% [1146750/1251000] [916.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.005] [optim_t 0.144] [lr 0.000081] [CE 4.314 (4.040)] [KD 2.640 (2.578)] 2024-10-15 12:27:17,816 - Train: 91.67% [1146800/1251000] [916.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000081] [CE 4.023 (4.059)] [KD 2.461 (2.561)] 2024-10-15 12:27:25,389 - Train: 91.67% [1146850/1251000] [916.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000081] [CE 4.185 (4.077)] [KD 2.697 (2.589)] 2024-10-15 12:27:33,099 - Train: 91.68% [1146900/1251000] [916.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000080] [CE 4.449 (4.165)] [KD 2.907 (2.646)] 2024-10-15 12:27:41,057 - Train: 91.68% [1146950/1251000] [916.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000080] [CE 4.171 (4.057)] [KD 2.460 (2.593)] 2024-10-15 12:27:48,649 - Train: 91.69% [1147000/1251000] [916.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000080] [CE 4.074 (4.055)] [KD 2.667 (2.612)] 2024-10-15 12:27:56,278 - Train: 91.69% [1147050/1251000] [916.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000080] [CE 3.896 (4.155)] [KD 2.394 (2.616)] 2024-10-15 12:28:04,049 - Train: 91.69% [1147100/1251000] [916.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000080] [CE 4.295 (4.068)] [KD 2.891 (2.607)] 2024-10-15 12:28:11,879 - Train: 91.70% [1147150/1251000] [917.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000080] [CE 4.707 (4.094)] [KD 3.145 (2.612)] 2024-10-15 12:28:20,123 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 38816] [top5_cnt 46802] [top_all 50000] 2024-10-15 12:28:20,123 - net: 77.632 (93.604) 2024-10-15 12:28:25,956 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39227] [top5_cnt 46920] [top_all 50000] 2024-10-15 12:28:25,957 - net_E: 78.454 (93.840) 2024-10-15 12:28:26,099 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.454 (epoch: 917)] 2024-10-15 12:28:26,100 - ==> Total time: 1 day, 22:26:09 Eta: 4:12:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:28:37,397 - Train: 91.70% [1147200/1251000] [917.0/1000.0] [batch_t 0.150 (0.169)] [data_t 0.005] [optim_t 0.145] [lr 0.000080] [CE 4.306 (4.152)] [KD 2.736 (2.605)] 2024-10-15 12:28:45,134 - Train: 91.71% [1147250/1251000] [917.1/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000080] [CE 3.785 (4.032)] [KD 2.373 (2.571)] 2024-10-15 12:28:52,750 - Train: 91.71% [1147300/1251000] [917.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000080] [CE 4.307 (4.080)] [KD 2.657 (2.609)] 2024-10-15 12:29:00,666 - Train: 91.71% [1147350/1251000] [917.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000080] [CE 4.175 (4.122)] [KD 2.522 (2.615)] 2024-10-15 12:29:08,333 - Train: 91.72% [1147400/1251000] [917.2/1000.0] [batch_t 0.156 (0.153)] [data_t 0.005] [optim_t 0.151] [lr 0.000080] [CE 4.149 (4.085)] [KD 2.722 (2.605)] 2024-10-15 12:29:16,278 - Train: 91.72% [1147450/1251000] [917.2/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000080] [CE 4.905 (4.142)] [KD 3.315 (2.617)] 2024-10-15 12:29:23,902 - Train: 91.73% [1147500/1251000] [917.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000080] [CE 4.011 (4.168)] [KD 2.442 (2.641)] 2024-10-15 12:29:31,697 - Train: 91.73% [1147550/1251000] [917.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000080] [CE 4.170 (4.118)] [KD 2.702 (2.613)] 2024-10-15 12:29:39,545 - Train: 91.73% [1147600/1251000] [917.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000080] [CE 3.898 (4.001)] [KD 2.502 (2.519)] 2024-10-15 12:29:47,387 - Train: 91.74% [1147650/1251000] [917.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000080] [CE 4.377 (4.058)] [KD 2.742 (2.596)] 2024-10-15 12:29:54,928 - Train: 91.74% [1147700/1251000] [917.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000080] [CE 4.589 (4.112)] [KD 2.959 (2.630)] 2024-10-15 12:30:02,732 - Train: 91.75% [1147750/1251000] [917.5/1000.0] [batch_t 0.168 (0.156)] [data_t 0.003] [optim_t 0.165] [lr 0.000080] [CE 4.367 (4.085)] [KD 2.821 (2.594)] 2024-10-15 12:30:10,494 - Train: 91.75% [1147800/1251000] [917.5/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000080] [CE 3.802 (4.089)] [KD 2.414 (2.589)] 2024-10-15 12:30:18,241 - Train: 91.75% [1147850/1251000] [917.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000080] [CE 4.103 (3.998)] [KD 2.575 (2.541)] 2024-10-15 12:30:25,853 - Train: 91.76% [1147900/1251000] [917.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000079] [CE 3.823 (4.065)] [KD 2.476 (2.559)] 2024-10-15 12:30:33,558 - Train: 91.76% [1147950/1251000] [917.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000079] [CE 4.704 (3.990)] [KD 2.912 (2.556)] 2024-10-15 12:30:41,469 - Train: 91.77% [1148000/1251000] [917.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000079] [CE 4.250 (4.105)] [KD 2.504 (2.600)] 2024-10-15 12:30:49,260 - Train: 91.77% [1148050/1251000] [917.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000079] [CE 3.898 (4.053)] [KD 2.426 (2.601)] 2024-10-15 12:30:56,829 - Train: 91.77% [1148100/1251000] [917.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000079] [CE 4.460 (4.162)] [KD 2.860 (2.645)] 2024-10-15 12:31:04,403 - Train: 91.78% [1148150/1251000] [917.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000079] [CE 3.755 (4.069)] [KD 2.490 (2.574)] 2024-10-15 12:31:12,089 - Train: 91.78% [1148200/1251000] [917.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000079] [CE 3.767 (4.021)] [KD 2.234 (2.558)] 2024-10-15 12:31:19,683 - Train: 91.79% [1148250/1251000] [917.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000079] [CE 3.740 (4.041)] [KD 2.545 (2.582)] 2024-10-15 12:31:27,472 - Train: 91.79% [1148300/1251000] [917.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000079] [CE 4.130 (4.132)] [KD 2.564 (2.616)] 2024-10-15 12:31:35,166 - Train: 91.79% [1148350/1251000] [917.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000079] [CE 3.994 (4.082)] [KD 2.329 (2.588)] 2024-10-15 12:31:42,815 - Train: 91.80% [1148400/1251000] [918.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000079] [CE 4.220 (4.081)] [KD 2.697 (2.584)] 2024-10-15 12:31:51,309 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38888] [top5_cnt 46836] [top_all 50000] 2024-10-15 12:31:51,310 - net: 77.776 (93.672) 2024-10-15 12:31:57,165 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39234] [top5_cnt 46938] [top_all 50000] 2024-10-15 12:31:57,166 - net_E: 78.468 (93.876) 2024-10-15 12:31:57,437 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.468 (epoch: 918)] 2024-10-15 12:31:57,437 - ==> Total time: 1 day, 22:29:40 Eta: 4:09:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:32:12,481 - Train: 91.80% [1148450/1251000] [918.0/1000.0] [batch_t 0.151 (0.170)] [data_t 0.004] [optim_t 0.147] [lr 0.000079] [CE 3.744 (4.054)] [KD 2.309 (2.597)] 2024-10-15 12:32:20,224 - Train: 91.81% [1148500/1251000] [918.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000079] [CE 4.612 (4.155)] [KD 2.859 (2.628)] 2024-10-15 12:32:27,740 - Train: 91.81% [1148550/1251000] [918.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000079] [CE 3.747 (4.037)] [KD 2.299 (2.583)] 2024-10-15 12:32:35,569 - Train: 91.81% [1148600/1251000] [918.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000079] [CE 4.294 (4.101)] [KD 2.644 (2.589)] 2024-10-15 12:32:43,233 - Train: 91.82% [1148650/1251000] [918.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000079] [CE 3.675 (4.059)] [KD 2.488 (2.580)] 2024-10-15 12:32:50,945 - Train: 91.82% [1148700/1251000] [918.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000079] [CE 4.291 (4.160)] [KD 2.580 (2.640)] 2024-10-15 12:32:58,810 - Train: 91.83% [1148750/1251000] [918.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000079] [CE 4.150 (4.031)] [KD 2.532 (2.567)] 2024-10-15 12:33:06,502 - Train: 91.83% [1148800/1251000] [918.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000079] [CE 4.259 (4.039)] [KD 2.660 (2.555)] 2024-10-15 12:33:14,323 - Train: 91.83% [1148850/1251000] [918.3/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000079] [CE 4.017 (4.108)] [KD 2.607 (2.609)] 2024-10-15 12:33:21,963 - Train: 91.84% [1148900/1251000] [918.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000079] [CE 4.126 (4.104)] [KD 2.670 (2.608)] 2024-10-15 12:33:29,597 - Train: 91.84% [1148950/1251000] [918.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000078] [CE 3.814 (4.113)] [KD 2.513 (2.592)] 2024-10-15 12:33:37,275 - Train: 91.85% [1149000/1251000] [918.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000078] [CE 3.945 (4.053)] [KD 2.436 (2.587)] 2024-10-15 12:33:44,899 - Train: 91.85% [1149050/1251000] [918.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000078] [CE 4.219 (4.062)] [KD 2.549 (2.586)] 2024-10-15 12:33:52,660 - Train: 91.85% [1149100/1251000] [918.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000078] [CE 4.366 (4.116)] [KD 2.758 (2.598)] 2024-10-15 12:34:00,493 - Train: 91.86% [1149150/1251000] [918.6/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000078] [CE 4.277 (4.078)] [KD 2.880 (2.603)] 2024-10-15 12:34:08,200 - Train: 91.86% [1149200/1251000] [918.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000078] [CE 3.846 (4.110)] [KD 2.596 (2.599)] 2024-10-15 12:34:15,902 - Train: 91.87% [1149250/1251000] [918.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000078] [CE 3.675 (4.098)] [KD 2.486 (2.601)] 2024-10-15 12:34:23,611 - Train: 91.87% [1149300/1251000] [918.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000078] [CE 4.188 (4.094)] [KD 2.717 (2.579)] 2024-10-15 12:34:31,463 - Train: 91.87% [1149350/1251000] [918.7/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000078] [CE 4.076 (4.141)] [KD 2.547 (2.620)] 2024-10-15 12:34:39,023 - Train: 91.88% [1149400/1251000] [918.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000078] [CE 4.040 (4.037)] [KD 2.638 (2.566)] 2024-10-15 12:34:46,822 - Train: 91.88% [1149450/1251000] [918.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000078] [CE 4.404 (4.122)] [KD 2.825 (2.640)] 2024-10-15 12:34:54,340 - Train: 91.89% [1149500/1251000] [918.9/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000078] [CE 3.559 (4.045)] [KD 2.209 (2.566)] 2024-10-15 12:35:02,017 - Train: 91.89% [1149550/1251000] [918.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000078] [CE 4.413 (4.100)] [KD 2.696 (2.602)] 2024-10-15 12:35:09,840 - Train: 91.89% [1149600/1251000] [918.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000078] [CE 4.274 (4.077)] [KD 2.630 (2.586)] 2024-10-15 12:35:17,355 - Train: 91.90% [1149650/1251000] [919.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000078] [CE 4.332 (4.027)] [KD 2.638 (2.550)] 2024-10-15 12:35:25,895 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 38884] [top5_cnt 46833] [top_all 50000] 2024-10-15 12:35:25,895 - net: 77.768 (93.666) 2024-10-15 12:35:32,038 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39226] [top5_cnt 46961] [top_all 50000] 2024-10-15 12:35:32,038 - net_E: 78.452 (93.922) 2024-10-15 12:35:32,199 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.468 (epoch: 918)] 2024-10-15 12:35:32,200 - ==> Total time: 1 day, 22:33:15 Eta: 4:06:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:35:39,276 - Train: 91.90% [1149700/1251000] [919.0/1000.0] [batch_t 0.152 (0.171)] [data_t 0.005] [optim_t 0.148] [lr 0.000078] [CE 3.965 (4.050)] [KD 2.525 (2.560)] 2024-10-15 12:35:47,209 - Train: 91.91% [1149750/1251000] [919.1/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000078] [CE 4.207 (4.155)] [KD 2.631 (2.619)] 2024-10-15 12:35:54,887 - Train: 91.91% [1149800/1251000] [919.1/1000.0] [batch_t 0.161 (0.153)] [data_t 0.003] [optim_t 0.159] [lr 0.000078] [CE 3.653 (4.100)] [KD 2.331 (2.593)] 2024-10-15 12:36:02,593 - Train: 91.91% [1149850/1251000] [919.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000078] [CE 4.642 (4.124)] [KD 2.887 (2.631)] 2024-10-15 12:36:10,445 - Train: 91.92% [1149900/1251000] [919.2/1000.0] [batch_t 0.267 (0.157)] [data_t 0.005] [optim_t 0.262] [lr 0.000078] [CE 4.334 (4.045)] [KD 2.815 (2.555)] 2024-10-15 12:36:17,995 - Train: 91.92% [1149950/1251000] [919.2/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000078] [CE 4.061 (4.056)] [KD 2.532 (2.568)] 2024-10-15 12:36:25,913 - Train: 91.93% [1150000/1251000] [919.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000078] [CE 3.985 (4.075)] [KD 2.419 (2.588)] 2024-10-15 12:36:33,580 - Train: 91.93% [1150050/1251000] [919.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000077] [CE 4.089 (4.071)] [KD 2.494 (2.581)] 2024-10-15 12:36:41,277 - Train: 91.93% [1150100/1251000] [919.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000077] [CE 4.356 (4.103)] [KD 2.638 (2.588)] 2024-10-15 12:36:48,977 - Train: 91.94% [1150150/1251000] [919.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000077] [CE 4.298 (4.026)] [KD 2.630 (2.557)] 2024-10-15 12:36:56,783 - Train: 91.94% [1150200/1251000] [919.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000077] [CE 4.365 (4.101)] [KD 2.805 (2.606)] 2024-10-15 12:37:04,348 - Train: 91.95% [1150250/1251000] [919.5/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000077] [CE 3.310 (4.139)] [KD 2.162 (2.612)] 2024-10-15 12:37:12,067 - Train: 91.95% [1150300/1251000] [919.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000077] [CE 4.077 (4.022)] [KD 2.630 (2.549)] 2024-10-15 12:37:19,723 - Train: 91.95% [1150350/1251000] [919.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.149] [lr 0.000077] [CE 4.111 (4.123)] [KD 2.595 (2.601)] 2024-10-15 12:37:27,561 - Train: 91.96% [1150400/1251000] [919.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000077] [CE 4.239 (4.210)] [KD 2.714 (2.656)] 2024-10-15 12:37:35,330 - Train: 91.96% [1150450/1251000] [919.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000077] [CE 4.728 (4.069)] [KD 2.915 (2.598)] 2024-10-15 12:37:43,089 - Train: 91.97% [1150500/1251000] [919.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000077] [CE 4.278 (4.144)] [KD 2.746 (2.636)] 2024-10-15 12:37:50,623 - Train: 91.97% [1150550/1251000] [919.7/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000077] [CE 4.196 (4.088)] [KD 2.615 (2.588)] 2024-10-15 12:37:58,217 - Train: 91.97% [1150600/1251000] [919.7/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000077] [CE 4.001 (4.133)] [KD 2.624 (2.608)] 2024-10-15 12:38:05,908 - Train: 91.98% [1150650/1251000] [919.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000077] [CE 3.903 (4.072)] [KD 2.552 (2.580)] 2024-10-15 12:38:13,592 - Train: 91.98% [1150700/1251000] [919.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000077] [CE 4.346 (4.071)] [KD 2.742 (2.590)] 2024-10-15 12:38:21,257 - Train: 91.99% [1150750/1251000] [919.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000077] [CE 4.700 (4.112)] [KD 2.853 (2.612)] 2024-10-15 12:38:29,010 - Train: 91.99% [1150800/1251000] [919.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000077] [CE 4.251 (4.144)] [KD 2.710 (2.597)] 2024-10-15 12:38:36,870 - Train: 91.99% [1150850/1251000] [919.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000077] [CE 4.138 (4.079)] [KD 2.500 (2.593)] 2024-10-15 12:38:44,408 - Train: 92.00% [1150900/1251000] [920.0/1000.0] [batch_t 0.144 (0.151)] [data_t 0.003] [optim_t 0.141] [lr 0.000077] [CE 4.249 (4.133)] [KD 2.529 (2.594)] 2024-10-15 12:38:53,159 - Test (net): 100.00% [50/50] [batch_t 0.027 (0.105)] [top1_cnt 38800] [top5_cnt 46773] [top_all 50000] 2024-10-15 12:38:53,160 - net: 77.600 (93.546) 2024-10-15 12:38:59,120 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 39257] [top5_cnt 46963] [top_all 50000] 2024-10-15 12:38:59,120 - net_E: 78.514 (93.926) 2024-10-15 12:38:59,275 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.514 (epoch: 920)] 2024-10-15 12:38:59,275 - ==> Total time: 1 day, 22:36:42 Eta: 4:03:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:39:12,924 - Train: 92.00% [1150950/1251000] [920.0/1000.0] [batch_t 0.160 (0.170)] [data_t 0.003] [optim_t 0.156] [lr 0.000077] [CE 3.984 (4.096)] [KD 2.381 (2.572)] 2024-10-15 12:39:20,671 - Train: 92.01% [1151000/1251000] [920.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000077] [CE 3.443 (4.081)] [KD 2.194 (2.573)] 2024-10-15 12:39:28,325 - Train: 92.01% [1151050/1251000] [920.1/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000077] [CE 3.659 (4.072)] [KD 2.566 (2.589)] 2024-10-15 12:39:36,360 - Train: 92.01% [1151100/1251000] [920.1/1000.0] [batch_t 0.149 (0.161)] [data_t 0.005] [optim_t 0.145] [lr 0.000076] [CE 3.845 (4.053)] [KD 2.538 (2.567)] 2024-10-15 12:39:44,005 - Train: 92.02% [1151150/1251000] [920.2/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000076] [CE 4.086 (3.923)] [KD 2.708 (2.485)] 2024-10-15 12:39:51,553 - Train: 92.02% [1151200/1251000] [920.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000076] [CE 4.436 (4.121)] [KD 2.624 (2.595)] 2024-10-15 12:39:59,298 - Train: 92.03% [1151250/1251000] [920.3/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000076] [CE 3.835 (4.057)] [KD 2.594 (2.563)] 2024-10-15 12:40:07,050 - Train: 92.03% [1151300/1251000] [920.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000076] [CE 3.846 (4.040)] [KD 2.428 (2.572)] 2024-10-15 12:40:14,877 - Train: 92.03% [1151350/1251000] [920.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000076] [CE 3.946 (4.049)] [KD 2.521 (2.542)] 2024-10-15 12:40:22,397 - Train: 92.04% [1151400/1251000] [920.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000076] [CE 4.061 (4.113)] [KD 2.472 (2.603)] 2024-10-15 12:40:30,185 - Train: 92.04% [1151450/1251000] [920.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000076] [CE 4.176 (4.095)] [KD 2.638 (2.588)] 2024-10-15 12:40:37,811 - Train: 92.05% [1151500/1251000] [920.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000076] [CE 4.231 (4.091)] [KD 2.624 (2.568)] 2024-10-15 12:40:45,522 - Train: 92.05% [1151550/1251000] [920.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000076] [CE 3.660 (4.060)] [KD 2.420 (2.555)] 2024-10-15 12:40:53,062 - Train: 92.05% [1151600/1251000] [920.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000076] [CE 3.816 (4.055)] [KD 2.401 (2.577)] 2024-10-15 12:41:00,695 - Train: 92.06% [1151650/1251000] [920.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000076] [CE 3.539 (4.072)] [KD 2.269 (2.572)] 2024-10-15 12:41:08,815 - Train: 92.06% [1151700/1251000] [920.6/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.146] [lr 0.000076] [CE 4.456 (4.128)] [KD 2.577 (2.595)] 2024-10-15 12:41:16,357 - Train: 92.07% [1151750/1251000] [920.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000076] [CE 3.487 (4.048)] [KD 2.179 (2.541)] 2024-10-15 12:41:24,127 - Train: 92.07% [1151800/1251000] [920.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000076] [CE 4.295 (4.093)] [KD 2.678 (2.584)] 2024-10-15 12:41:31,678 - Train: 92.07% [1151850/1251000] [920.7/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000076] [CE 3.914 (4.057)] [KD 2.445 (2.561)] 2024-10-15 12:41:39,213 - Train: 92.08% [1151900/1251000] [920.8/1000.0] [batch_t 0.157 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.000076] [CE 4.123 (4.095)] [KD 2.680 (2.571)] 2024-10-15 12:41:47,106 - Train: 92.08% [1151950/1251000] [920.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000076] [CE 4.418 (4.102)] [KD 2.770 (2.587)] 2024-10-15 12:41:54,726 - Train: 92.09% [1152000/1251000] [920.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000076] [CE 3.891 (4.036)] [KD 2.347 (2.595)] 2024-10-15 12:42:02,285 - Train: 92.09% [1152050/1251000] [920.9/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000076] [CE 4.295 (4.084)] [KD 2.657 (2.571)] 2024-10-15 12:42:10,330 - Train: 92.09% [1152100/1251000] [920.9/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.146] [lr 0.000076] [CE 4.001 (4.088)] [KD 2.570 (2.608)] 2024-10-15 12:42:18,027 - Train: 92.10% [1152150/1251000] [921.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000076] [CE 4.118 (4.104)] [KD 2.875 (2.604)] 2024-10-15 12:42:26,884 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38901] [top5_cnt 46797] [top_all 50000] 2024-10-15 12:42:26,884 - net: 77.802 (93.594) 2024-10-15 12:42:32,984 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 39265] [top5_cnt 46966] [top_all 50000] 2024-10-15 12:42:32,985 - net_E: 78.530 (93.932) 2024-10-15 12:42:33,145 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.530 (epoch: 921)] 2024-10-15 12:42:33,146 - ==> Total time: 1 day, 22:40:16 Eta: 4:00:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:42:43,929 - Train: 92.10% [1152200/1251000] [921.0/1000.0] [batch_t 0.155 (0.179)] [data_t 0.004] [optim_t 0.151] [lr 0.000075] [CE 4.266 (4.109)] [KD 2.793 (2.593)] 2024-10-15 12:42:51,488 - Train: 92.11% [1152250/1251000] [921.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000075] [CE 3.568 (4.099)] [KD 2.362 (2.572)] 2024-10-15 12:42:59,321 - Train: 92.11% [1152300/1251000] [921.1/1000.0] [batch_t 0.286 (0.157)] [data_t 0.004] [optim_t 0.281] [lr 0.000075] [CE 4.781 (4.039)] [KD 2.809 (2.547)] 2024-10-15 12:43:07,041 - Train: 92.11% [1152350/1251000] [921.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000075] [CE 3.944 (4.153)] [KD 2.437 (2.634)] 2024-10-15 12:43:14,628 - Train: 92.12% [1152400/1251000] [921.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000075] [CE 4.538 (4.145)] [KD 2.940 (2.606)] 2024-10-15 12:43:22,363 - Train: 92.12% [1152450/1251000] [921.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000075] [CE 4.183 (4.096)] [KD 2.597 (2.586)] 2024-10-15 12:43:29,977 - Train: 92.13% [1152500/1251000] [921.3/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000075] [CE 4.122 (4.150)] [KD 2.518 (2.613)] 2024-10-15 12:43:37,883 - Train: 92.13% [1152550/1251000] [921.3/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000075] [CE 3.685 (4.093)] [KD 2.399 (2.596)] 2024-10-15 12:43:45,568 - Train: 92.13% [1152600/1251000] [921.3/1000.0] [batch_t 0.146 (0.154)] [data_t 0.004] [optim_t 0.142] [lr 0.000075] [CE 4.238 (4.043)] [KD 2.761 (2.536)] 2024-10-15 12:43:53,401 - Train: 92.14% [1152650/1251000] [921.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000075] [CE 4.419 (4.132)] [KD 2.822 (2.600)] 2024-10-15 12:44:00,938 - Train: 92.14% [1152700/1251000] [921.4/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000075] [CE 4.114 (4.148)] [KD 2.673 (2.591)] 2024-10-15 12:44:08,865 - Train: 92.15% [1152750/1251000] [921.5/1000.0] [batch_t 0.148 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000075] [CE 3.879 (4.167)] [KD 2.512 (2.625)] 2024-10-15 12:44:16,428 - Train: 92.15% [1152800/1251000] [921.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000075] [CE 4.270 (4.150)] [KD 2.683 (2.638)] 2024-10-15 12:44:24,120 - Train: 92.15% [1152850/1251000] [921.5/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000075] [CE 3.736 (4.098)] [KD 2.465 (2.604)] 2024-10-15 12:44:31,785 - Train: 92.16% [1152900/1251000] [921.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000075] [CE 4.016 (4.079)] [KD 2.628 (2.595)] 2024-10-15 12:44:39,449 - Train: 92.16% [1152950/1251000] [921.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000075] [CE 3.784 (4.154)] [KD 2.355 (2.643)] 2024-10-15 12:44:47,143 - Train: 92.17% [1153000/1251000] [921.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000075] [CE 4.081 (4.072)] [KD 2.452 (2.561)] 2024-10-15 12:44:54,971 - Train: 92.17% [1153050/1251000] [921.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000075] [CE 3.755 (4.146)] [KD 2.358 (2.610)] 2024-10-15 12:45:02,540 - Train: 92.17% [1153100/1251000] [921.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000075] [CE 3.939 (4.006)] [KD 2.623 (2.541)] 2024-10-15 12:45:10,401 - Train: 92.18% [1153150/1251000] [921.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000075] [CE 3.726 (4.019)] [KD 2.463 (2.534)] 2024-10-15 12:45:18,248 - Train: 92.18% [1153200/1251000] [921.8/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000075] [CE 4.027 (4.074)] [KD 2.540 (2.570)] 2024-10-15 12:45:25,818 - Train: 92.19% [1153250/1251000] [921.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000075] [CE 3.553 (4.002)] [KD 2.352 (2.536)] 2024-10-15 12:45:33,515 - Train: 92.19% [1153300/1251000] [921.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000074] [CE 4.272 (4.148)] [KD 2.639 (2.603)] 2024-10-15 12:45:41,239 - Train: 92.19% [1153350/1251000] [921.9/1000.0] [batch_t 0.275 (0.154)] [data_t 0.004] [optim_t 0.272] [lr 0.000074] [CE 3.864 (4.026)] [KD 2.457 (2.562)] 2024-10-15 12:45:48,939 - Train: 92.20% [1153400/1251000] [922.0/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000074] [CE 4.126 (4.082)] [KD 2.546 (2.589)] 2024-10-15 12:45:58,281 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.111)] [top1_cnt 38910] [top5_cnt 46820] [top_all 50000] 2024-10-15 12:45:58,281 - net: 77.820 (93.640) 2024-10-15 12:46:04,330 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39251] [top5_cnt 46958] [top_all 50000] 2024-10-15 12:46:04,331 - net_E: 78.502 (93.916) 2024-10-15 12:46:04,525 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.530 (epoch: 921)] 2024-10-15 12:46:04,525 - ==> Total time: 1 day, 22:43:47 Eta: 3:57:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:46:12,173 - Train: 92.20% [1153450/1251000] [922.0/1000.0] [batch_t 0.149 (0.179)] [data_t 0.005] [optim_t 0.145] [lr 0.000074] [CE 4.142 (4.087)] [KD 2.516 (2.601)] 2024-10-15 12:46:19,708 - Train: 92.21% [1153500/1251000] [922.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000074] [CE 4.477 (4.088)] [KD 2.856 (2.585)] 2024-10-15 12:46:27,589 - Train: 92.21% [1153550/1251000] [922.1/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000074] [CE 4.097 (4.072)] [KD 2.481 (2.576)] 2024-10-15 12:46:35,513 - Train: 92.21% [1153600/1251000] [922.1/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.150] [lr 0.000074] [CE 4.209 (4.058)] [KD 2.653 (2.542)] 2024-10-15 12:46:43,040 - Train: 92.22% [1153650/1251000] [922.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000074] [CE 4.041 (4.049)] [KD 2.452 (2.551)] 2024-10-15 12:46:50,690 - Train: 92.22% [1153700/1251000] [922.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000074] [CE 3.995 (4.121)] [KD 2.544 (2.598)] 2024-10-15 12:46:58,596 - Train: 92.23% [1153750/1251000] [922.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000074] [CE 4.195 (4.068)] [KD 2.713 (2.585)] 2024-10-15 12:47:06,144 - Train: 92.23% [1153800/1251000] [922.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000074] [CE 4.008 (4.041)] [KD 2.526 (2.558)] 2024-10-15 12:47:13,816 - Train: 92.23% [1153850/1251000] [922.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000074] [CE 4.194 (4.199)] [KD 2.506 (2.617)] 2024-10-15 12:47:21,588 - Train: 92.24% [1153900/1251000] [922.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000074] [CE 4.281 (4.046)] [KD 2.684 (2.559)] 2024-10-15 12:47:29,301 - Train: 92.24% [1153950/1251000] [922.4/1000.0] [batch_t 0.257 (0.154)] [data_t 0.005] [optim_t 0.252] [lr 0.000074] [CE 4.366 (4.106)] [KD 2.809 (2.575)] 2024-10-15 12:47:37,001 - Train: 92.25% [1154000/1251000] [922.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000074] [CE 3.981 (4.074)] [KD 2.456 (2.578)] 2024-10-15 12:47:44,873 - Train: 92.25% [1154050/1251000] [922.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000074] [CE 4.179 (4.072)] [KD 2.638 (2.579)] 2024-10-15 12:47:52,393 - Train: 92.25% [1154100/1251000] [922.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000074] [CE 3.661 (4.072)] [KD 2.441 (2.578)] 2024-10-15 12:48:00,181 - Train: 92.26% [1154150/1251000] [922.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000074] [CE 4.211 (4.080)] [KD 2.625 (2.574)] 2024-10-15 12:48:07,795 - Train: 92.26% [1154200/1251000] [922.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000074] [CE 4.055 (4.055)] [KD 2.416 (2.535)] 2024-10-15 12:48:15,494 - Train: 92.27% [1154250/1251000] [922.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000074] [CE 4.063 (4.067)] [KD 2.454 (2.602)] 2024-10-15 12:48:23,348 - Train: 92.27% [1154300/1251000] [922.7/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000074] [CE 4.519 (4.042)] [KD 2.929 (2.557)] 2024-10-15 12:48:30,954 - Train: 92.27% [1154350/1251000] [922.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000074] [CE 3.754 (4.036)] [KD 2.580 (2.525)] 2024-10-15 12:48:38,671 - Train: 92.28% [1154400/1251000] [922.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000073] [CE 4.351 (4.097)] [KD 2.530 (2.586)] 2024-10-15 12:48:46,612 - Train: 92.28% [1154450/1251000] [922.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000073] [CE 4.095 (4.065)] [KD 2.510 (2.572)] 2024-10-15 12:48:54,204 - Train: 92.29% [1154500/1251000] [922.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000073] [CE 3.645 (4.178)] [KD 2.271 (2.636)] 2024-10-15 12:49:01,791 - Train: 92.29% [1154550/1251000] [922.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000073] [CE 3.887 (4.055)] [KD 2.429 (2.578)] 2024-10-15 12:49:09,532 - Train: 92.29% [1154600/1251000] [922.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000073] [CE 3.836 (4.016)] [KD 2.421 (2.553)] 2024-10-15 12:49:17,061 - Train: 92.30% [1154650/1251000] [923.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000073] [CE 4.109 (4.100)] [KD 2.431 (2.604)] 2024-10-15 12:49:26,673 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 38841] [top5_cnt 46819] [top_all 50000] 2024-10-15 12:49:26,674 - net: 77.682 (93.638) 2024-10-15 12:49:32,547 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 39238] [top5_cnt 46956] [top_all 50000] 2024-10-15 12:49:32,547 - net_E: 78.476 (93.912) 2024-10-15 12:49:32,721 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.530 (epoch: 921)] 2024-10-15 12:49:32,722 - ==> Total time: 1 day, 22:47:15 Eta: 3:54:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:49:39,077 - Train: 92.30% [1154700/1251000] [923.0/1000.0] [batch_t 0.155 (0.173)] [data_t 0.004] [optim_t 0.151] [lr 0.000073] [CE 3.939 (4.057)] [KD 2.457 (2.562)] 2024-10-15 12:49:46,752 - Train: 92.31% [1154750/1251000] [923.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.006] [optim_t 0.145] [lr 0.000073] [CE 3.443 (4.112)] [KD 2.244 (2.589)] 2024-10-15 12:49:54,458 - Train: 92.31% [1154800/1251000] [923.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000073] [CE 3.777 (4.122)] [KD 2.323 (2.583)] 2024-10-15 12:50:02,222 - Train: 92.31% [1154850/1251000] [923.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000073] [CE 4.268 (4.129)] [KD 2.632 (2.590)] 2024-10-15 12:50:10,109 - Train: 92.32% [1154900/1251000] [923.2/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000073] [CE 4.697 (4.177)] [KD 2.745 (2.598)] 2024-10-15 12:50:17,670 - Train: 92.32% [1154950/1251000] [923.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000073] [CE 4.291 (4.052)] [KD 2.611 (2.540)] 2024-10-15 12:50:25,329 - Train: 92.33% [1155000/1251000] [923.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000073] [CE 4.242 (4.151)] [KD 2.689 (2.620)] 2024-10-15 12:50:33,002 - Train: 92.33% [1155050/1251000] [923.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000073] [CE 4.433 (4.072)] [KD 2.862 (2.560)] 2024-10-15 12:50:40,830 - Train: 92.33% [1155100/1251000] [923.3/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000073] [CE 4.186 (4.020)] [KD 2.542 (2.550)] 2024-10-15 12:50:48,553 - Train: 92.34% [1155150/1251000] [923.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000073] [CE 4.027 (4.103)] [KD 2.676 (2.595)] 2024-10-15 12:50:56,211 - Train: 92.34% [1155200/1251000] [923.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000073] [CE 3.923 (3.985)] [KD 2.342 (2.506)] 2024-10-15 12:51:03,948 - Train: 92.35% [1155250/1251000] [923.5/1000.0] [batch_t 0.288 (0.155)] [data_t 0.004] [optim_t 0.284] [lr 0.000073] [CE 4.308 (4.106)] [KD 2.753 (2.592)] 2024-10-15 12:51:11,707 - Train: 92.35% [1155300/1251000] [923.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000073] [CE 4.141 (4.124)] [KD 2.571 (2.590)] 2024-10-15 12:51:19,482 - Train: 92.35% [1155350/1251000] [923.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000073] [CE 4.078 (4.159)] [KD 2.614 (2.605)] 2024-10-15 12:51:27,013 - Train: 92.36% [1155400/1251000] [923.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000073] [CE 4.095 (4.047)] [KD 2.478 (2.550)] 2024-10-15 12:51:34,559 - Train: 92.36% [1155450/1251000] [923.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000073] [CE 3.503 (3.987)] [KD 2.166 (2.489)] 2024-10-15 12:51:42,351 - Train: 92.37% [1155500/1251000] [923.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000073] [CE 3.462 (3.999)] [KD 2.172 (2.494)] 2024-10-15 12:51:50,027 - Train: 92.37% [1155550/1251000] [923.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000072] [CE 4.319 (4.121)] [KD 2.778 (2.604)] 2024-10-15 12:51:57,822 - Train: 92.37% [1155600/1251000] [923.7/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000072] [CE 4.178 (4.092)] [KD 2.632 (2.577)] 2024-10-15 12:52:05,518 - Train: 92.38% [1155650/1251000] [923.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000072] [CE 3.971 (4.111)] [KD 2.474 (2.556)] 2024-10-15 12:52:13,227 - Train: 92.38% [1155700/1251000] [923.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000072] [CE 4.596 (4.107)] [KD 2.888 (2.587)] 2024-10-15 12:52:20,971 - Train: 92.39% [1155750/1251000] [923.9/1000.0] [batch_t 0.165 (0.155)] [data_t 0.006] [optim_t 0.159] [lr 0.000072] [CE 4.350 (4.116)] [KD 2.558 (2.568)] 2024-10-15 12:52:28,543 - Train: 92.39% [1155800/1251000] [923.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000072] [CE 4.008 (4.152)] [KD 2.553 (2.612)] 2024-10-15 12:52:36,303 - Train: 92.39% [1155850/1251000] [923.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000072] [CE 4.370 (4.090)] [KD 2.736 (2.576)] 2024-10-15 12:52:44,153 - Train: 92.40% [1155900/1251000] [924.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000072] [CE 4.179 (4.097)] [KD 2.788 (2.603)] 2024-10-15 12:52:53,502 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 38869] [top5_cnt 46853] [top_all 50000] 2024-10-15 12:52:53,503 - net: 77.738 (93.706) 2024-10-15 12:52:59,432 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 39228] [top5_cnt 46981] [top_all 50000] 2024-10-15 12:52:59,432 - net_E: 78.456 (93.962) 2024-10-15 12:52:59,579 - Max [top1: 77.840 (epoch: 916)] [top1-ema: 78.530 (epoch: 921)] 2024-10-15 12:52:59,579 - ==> Total time: 1 day, 22:50:42 Eta: 3:51:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:53:05,787 - Train: 92.40% [1155950/1251000] [924.0/1000.0] [batch_t 0.151 (0.172)] [data_t 0.004] [optim_t 0.147] [lr 0.000072] [CE 4.388 (4.091)] [KD 2.708 (2.567)] 2024-10-15 12:53:13,657 - Train: 92.41% [1156000/1251000] [924.1/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000072] [CE 4.181 (4.053)] [KD 2.499 (2.548)] 2024-10-15 12:53:21,211 - Train: 92.41% [1156050/1251000] [924.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000072] [CE 4.450 (4.054)] [KD 2.841 (2.566)] 2024-10-15 12:53:28,787 - Train: 92.41% [1156100/1251000] [924.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000072] [CE 3.806 (4.085)] [KD 2.331 (2.584)] 2024-10-15 12:53:36,386 - Train: 92.42% [1156150/1251000] [924.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000072] [CE 4.130 (4.038)] [KD 2.610 (2.558)] 2024-10-15 12:53:44,440 - Train: 92.42% [1156200/1251000] [924.2/1000.0] [batch_t 0.157 (0.161)] [data_t 0.004] [optim_t 0.154] [lr 0.000072] [CE 3.505 (3.978)] [KD 2.345 (2.489)] 2024-10-15 12:53:52,208 - Train: 92.43% [1156250/1251000] [924.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000072] [CE 3.377 (4.047)] [KD 2.218 (2.522)] 2024-10-15 12:54:00,059 - Train: 92.43% [1156300/1251000] [924.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000072] [CE 4.307 (4.122)] [KD 2.623 (2.579)] 2024-10-15 12:54:07,957 - Train: 92.43% [1156350/1251000] [924.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000072] [CE 3.871 (4.093)] [KD 2.610 (2.583)] 2024-10-15 12:54:15,613 - Train: 92.44% [1156400/1251000] [924.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000072] [CE 3.320 (4.015)] [KD 2.077 (2.527)] 2024-10-15 12:54:23,450 - Train: 92.44% [1156450/1251000] [924.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000072] [CE 3.905 (4.109)] [KD 2.476 (2.567)] 2024-10-15 12:54:31,102 - Train: 92.45% [1156500/1251000] [924.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000072] [CE 4.161 (4.099)] [KD 2.573 (2.569)] 2024-10-15 12:54:38,775 - Train: 92.45% [1156550/1251000] [924.5/1000.0] [batch_t 0.161 (0.153)] [data_t 0.004] [optim_t 0.157] [lr 0.000072] [CE 3.962 (4.107)] [KD 2.436 (2.575)] 2024-10-15 12:54:46,804 - Train: 92.45% [1156600/1251000] [924.5/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000072] [CE 3.933 (4.127)] [KD 2.425 (2.588)] 2024-10-15 12:54:54,658 - Train: 92.46% [1156650/1251000] [924.6/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000071] [CE 4.068 (4.046)] [KD 2.432 (2.547)] 2024-10-15 12:55:02,251 - Train: 92.46% [1156700/1251000] [924.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.006] [optim_t 0.146] [lr 0.000071] [CE 3.776 (4.130)] [KD 2.480 (2.623)] 2024-10-15 12:55:10,012 - Train: 92.47% [1156750/1251000] [924.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000071] [CE 3.639 (4.062)] [KD 2.391 (2.551)] 2024-10-15 12:55:17,881 - Train: 92.47% [1156800/1251000] [924.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000071] [CE 3.344 (4.087)] [KD 2.273 (2.554)] 2024-10-15 12:55:25,646 - Train: 92.47% [1156850/1251000] [924.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000071] [CE 4.211 (4.084)] [KD 2.698 (2.584)] 2024-10-15 12:55:33,306 - Train: 92.48% [1156900/1251000] [924.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000071] [CE 3.671 (4.076)] [KD 2.270 (2.541)] 2024-10-15 12:55:40,924 - Train: 92.48% [1156950/1251000] [924.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000071] [CE 4.703 (4.071)] [KD 2.770 (2.576)] 2024-10-15 12:55:48,648 - Train: 92.49% [1157000/1251000] [924.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000071] [CE 4.292 (4.081)] [KD 2.773 (2.544)] 2024-10-15 12:55:56,480 - Train: 92.49% [1157050/1251000] [924.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000071] [CE 3.996 (4.113)] [KD 2.522 (2.602)] 2024-10-15 12:56:04,232 - Train: 92.49% [1157100/1251000] [924.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000071] [CE 4.336 (4.002)] [KD 2.625 (2.514)] 2024-10-15 12:56:11,913 - Train: 92.50% [1157150/1251000] [925.0/1000.0] [batch_t 0.158 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000071] [CE 3.571 (4.061)] [KD 2.269 (2.588)] 2024-10-15 12:56:21,451 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 38980] [top5_cnt 46856] [top_all 50000] 2024-10-15 12:56:21,451 - net: 77.960 (93.712) 2024-10-15 12:56:27,294 - Test (net_E): 100.00% [50/50] [batch_t 0.029 (0.104)] [top1_cnt 39264] [top5_cnt 46974] [top_all 50000] 2024-10-15 12:56:27,295 - net_E: 78.528 (93.948) 2024-10-15 12:56:27,460 - Max [top1: 77.960 (epoch: 925)] [top1-ema: 78.530 (epoch: 921)] 2024-10-15 12:56:27,461 - ==> Total time: 1 day, 22:54:10 Eta: 3:48:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 12:56:38,147 - Train: 92.50% [1157200/1251000] [925.0/1000.0] [batch_t 0.159 (0.185)] [data_t 0.004] [optim_t 0.155] [lr 0.000071] [CE 4.225 (4.147)] [KD 2.777 (2.608)] 2024-10-15 12:56:45,669 - Train: 92.51% [1157250/1251000] [925.1/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000071] [CE 4.364 (4.092)] [KD 2.658 (2.571)] 2024-10-15 12:56:53,209 - Train: 92.51% [1157300/1251000] [925.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000071] [CE 3.950 (4.036)] [KD 2.518 (2.542)] 2024-10-15 12:57:00,886 - Train: 92.51% [1157350/1251000] [925.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000071] [CE 3.653 (4.106)] [KD 2.298 (2.582)] 2024-10-15 12:57:08,514 - Train: 92.52% [1157400/1251000] [925.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000071] [CE 4.211 (4.130)] [KD 2.600 (2.595)] 2024-10-15 12:57:16,281 - Train: 92.52% [1157450/1251000] [925.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000071] [CE 4.365 (4.134)] [KD 2.747 (2.586)] 2024-10-15 12:57:24,131 - Train: 92.53% [1157500/1251000] [925.3/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000071] [CE 3.689 (4.024)] [KD 2.322 (2.538)] 2024-10-15 12:57:31,895 - Train: 92.53% [1157550/1251000] [925.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000071] [CE 3.825 (4.109)] [KD 2.488 (2.610)] 2024-10-15 12:57:39,854 - Train: 92.53% [1157600/1251000] [925.3/1000.0] [batch_t 0.159 (0.159)] [data_t 0.003] [optim_t 0.156] [lr 0.000071] [CE 3.954 (4.097)] [KD 2.542 (2.536)] 2024-10-15 12:57:47,847 - Train: 92.54% [1157650/1251000] [925.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000071] [CE 4.297 (4.073)] [KD 2.599 (2.555)] 2024-10-15 12:57:55,480 - Train: 92.54% [1157700/1251000] [925.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000071] [CE 4.132 (4.104)] [KD 2.469 (2.576)] 2024-10-15 12:58:03,170 - Train: 92.55% [1157750/1251000] [925.5/1000.0] [batch_t 0.160 (0.154)] [data_t 0.004] [optim_t 0.156] [lr 0.000071] [CE 3.948 (4.049)] [KD 2.460 (2.564)] 2024-10-15 12:58:10,845 - Train: 92.55% [1157800/1251000] [925.5/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000070] [CE 3.915 (4.115)] [KD 2.604 (2.576)] 2024-10-15 12:58:18,842 - Train: 92.55% [1157850/1251000] [925.5/1000.0] [batch_t 0.353 (0.160)] [data_t 0.003] [optim_t 0.350] [lr 0.000070] [CE 4.188 (4.112)] [KD 2.470 (2.560)] 2024-10-15 12:58:26,807 - Train: 92.56% [1157900/1251000] [925.6/1000.0] [batch_t 0.152 (0.159)] [data_t 0.006] [optim_t 0.147] [lr 0.000070] [CE 4.470 (4.098)] [KD 2.798 (2.582)] 2024-10-15 12:58:34,780 - Train: 92.56% [1157950/1251000] [925.6/1000.0] [batch_t 0.157 (0.159)] [data_t 0.003] [optim_t 0.154] [lr 0.000070] [CE 3.966 (4.137)] [KD 2.331 (2.592)] 2024-10-15 12:58:42,608 - Train: 92.57% [1158000/1251000] [925.7/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000070] [CE 3.999 (4.013)] [KD 2.606 (2.561)] 2024-10-15 12:58:50,421 - Train: 92.57% [1158050/1251000] [925.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000070] [CE 4.249 (4.095)] [KD 2.768 (2.583)] 2024-10-15 12:58:58,160 - Train: 92.57% [1158100/1251000] [925.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000070] [CE 3.555 (4.046)] [KD 2.398 (2.551)] 2024-10-15 12:59:06,055 - Train: 92.58% [1158150/1251000] [925.8/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.000070] [CE 4.113 (4.075)] [KD 2.516 (2.589)] 2024-10-15 12:59:13,873 - Train: 92.58% [1158200/1251000] [925.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000070] [CE 4.090 (4.101)] [KD 2.637 (2.568)] 2024-10-15 12:59:21,589 - Train: 92.59% [1158250/1251000] [925.9/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000070] [CE 3.883 (4.097)] [KD 2.399 (2.574)] 2024-10-15 12:59:29,426 - Train: 92.59% [1158300/1251000] [925.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000070] [CE 4.147 (4.084)] [KD 2.808 (2.570)] 2024-10-15 12:59:37,340 - Train: 92.59% [1158350/1251000] [925.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000070] [CE 4.308 (4.167)] [KD 2.533 (2.613)] 2024-10-15 12:59:45,086 - Train: 92.60% [1158400/1251000] [926.0/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000070] [CE 4.801 (4.126)] [KD 2.872 (2.575)] 2024-10-15 12:59:54,951 - Test (net): 100.00% [50/50] [batch_t 0.127 (0.110)] [top1_cnt 38954] [top5_cnt 46856] [top_all 50000] 2024-10-15 12:59:54,951 - net: 77.908 (93.712) 2024-10-15 13:00:00,931 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39274] [top5_cnt 46961] [top_all 50000] 2024-10-15 13:00:00,931 - net_E: 78.548 (93.922) 2024-10-15 13:00:01,083 - Max [top1: 77.960 (epoch: 925)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:00:01,084 - ==> Total time: 1 day, 22:57:44 Eta: 3:45:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:00:14,489 - Train: 92.60% [1158450/1251000] [926.0/1000.0] [batch_t 0.148 (0.176)] [data_t 0.003] [optim_t 0.145] [lr 0.000070] [CE 4.127 (4.015)] [KD 2.453 (2.521)] 2024-10-15 13:00:22,189 - Train: 92.61% [1158500/1251000] [926.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000070] [CE 4.274 (4.110)] [KD 2.494 (2.578)] 2024-10-15 13:00:29,796 - Train: 92.61% [1158550/1251000] [926.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000070] [CE 3.855 (4.109)] [KD 2.449 (2.571)] 2024-10-15 13:00:37,430 - Train: 92.61% [1158600/1251000] [926.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000070] [CE 3.445 (4.015)] [KD 2.302 (2.534)] 2024-10-15 13:00:45,038 - Train: 92.62% [1158650/1251000] [926.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000070] [CE 3.591 (4.083)] [KD 2.248 (2.572)] 2024-10-15 13:00:53,039 - Train: 92.62% [1158700/1251000] [926.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000070] [CE 4.095 (4.104)] [KD 2.508 (2.565)] 2024-10-15 13:01:01,140 - Train: 92.63% [1158750/1251000] [926.3/1000.0] [batch_t 0.170 (0.162)] [data_t 0.003] [optim_t 0.167] [lr 0.000070] [CE 3.916 (4.071)] [KD 2.465 (2.565)] 2024-10-15 13:01:09,027 - Train: 92.63% [1158800/1251000] [926.3/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000070] [CE 4.203 (4.079)] [KD 2.550 (2.558)] 2024-10-15 13:01:16,684 - Train: 92.63% [1158850/1251000] [926.3/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000070] [CE 4.031 (4.040)] [KD 2.453 (2.523)] 2024-10-15 13:01:24,327 - Train: 92.64% [1158900/1251000] [926.4/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.000070] [CE 4.164 (4.113)] [KD 2.585 (2.601)] 2024-10-15 13:01:32,093 - Train: 92.64% [1158950/1251000] [926.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000070] [CE 4.167 (4.099)] [KD 2.443 (2.567)] 2024-10-15 13:01:39,851 - Train: 92.65% [1159000/1251000] [926.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000069] [CE 4.317 (4.069)] [KD 2.639 (2.557)] 2024-10-15 13:01:47,562 - Train: 92.65% [1159050/1251000] [926.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000069] [CE 4.690 (4.067)] [KD 2.692 (2.550)] 2024-10-15 13:01:55,318 - Train: 92.65% [1159100/1251000] [926.5/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000069] [CE 4.294 (4.138)] [KD 2.690 (2.602)] 2024-10-15 13:02:03,310 - Train: 92.66% [1159150/1251000] [926.6/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000069] [CE 4.160 (4.056)] [KD 2.529 (2.564)] 2024-10-15 13:02:11,069 - Train: 92.66% [1159200/1251000] [926.6/1000.0] [batch_t 0.269 (0.155)] [data_t 0.004] [optim_t 0.264] [lr 0.000069] [CE 4.663 (4.038)] [KD 2.852 (2.522)] 2024-10-15 13:02:18,676 - Train: 92.67% [1159250/1251000] [926.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000069] [CE 4.405 (4.078)] [KD 2.755 (2.589)] 2024-10-15 13:02:26,612 - Train: 92.67% [1159300/1251000] [926.7/1000.0] [batch_t 0.155 (0.159)] [data_t 0.004] [optim_t 0.151] [lr 0.000069] [CE 3.970 (4.178)] [KD 2.455 (2.600)] 2024-10-15 13:02:34,382 - Train: 92.67% [1159350/1251000] [926.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000069] [CE 3.921 (4.086)] [KD 2.406 (2.550)] 2024-10-15 13:02:42,166 - Train: 92.68% [1159400/1251000] [926.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000069] [CE 3.927 (4.034)] [KD 2.596 (2.539)] 2024-10-15 13:02:50,033 - Train: 92.68% [1159450/1251000] [926.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000069] [CE 3.800 (4.087)] [KD 2.370 (2.562)] 2024-10-15 13:02:57,679 - Train: 92.69% [1159500/1251000] [926.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000069] [CE 4.336 (4.042)] [KD 2.715 (2.560)] 2024-10-15 13:03:05,785 - Train: 92.69% [1159550/1251000] [926.9/1000.0] [batch_t 0.154 (0.162)] [data_t 0.004] [optim_t 0.150] [lr 0.000069] [CE 3.919 (4.050)] [KD 2.435 (2.528)] 2024-10-15 13:03:13,627 - Train: 92.69% [1159600/1251000] [926.9/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000069] [CE 3.690 (4.091)] [KD 2.409 (2.571)] 2024-10-15 13:03:21,436 - Train: 92.70% [1159650/1251000] [927.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000069] [CE 3.748 (4.132)] [KD 2.209 (2.590)] 2024-10-15 13:03:31,309 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38923] [top5_cnt 46832] [top_all 50000] 2024-10-15 13:03:31,310 - net: 77.846 (93.664) 2024-10-15 13:03:37,089 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39274] [top5_cnt 46965] [top_all 50000] 2024-10-15 13:03:37,089 - net_E: 78.548 (93.930) 2024-10-15 13:03:37,358 - Max [top1: 77.960 (epoch: 925)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:03:37,359 - ==> Total time: 1 day, 23:01:20 Eta: 3:42:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:03:43,059 - Train: 92.70% [1159700/1251000] [927.0/1000.0] [batch_t 0.148 (0.170)] [data_t 0.004] [optim_t 0.144] [lr 0.000069] [CE 3.939 (4.015)] [KD 2.479 (2.491)] 2024-10-15 13:03:50,886 - Train: 92.71% [1159750/1251000] [927.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000069] [CE 4.348 (4.130)] [KD 2.791 (2.620)] 2024-10-15 13:03:58,393 - Train: 92.71% [1159800/1251000] [927.1/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000069] [CE 4.164 (4.104)] [KD 2.618 (2.580)] 2024-10-15 13:04:06,136 - Train: 92.71% [1159850/1251000] [927.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000069] [CE 4.232 (4.081)] [KD 2.745 (2.568)] 2024-10-15 13:04:13,994 - Train: 92.72% [1159900/1251000] [927.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000069] [CE 4.342 (4.016)] [KD 2.893 (2.512)] 2024-10-15 13:04:21,708 - Train: 92.72% [1159950/1251000] [927.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000069] [CE 3.736 (4.081)] [KD 2.331 (2.559)] 2024-10-15 13:04:29,441 - Train: 92.73% [1160000/1251000] [927.3/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000069] [CE 3.901 (4.162)] [KD 2.627 (2.607)] 2024-10-15 13:04:37,270 - Train: 92.73% [1160050/1251000] [927.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000069] [CE 4.116 (4.086)] [KD 2.533 (2.557)] 2024-10-15 13:04:44,870 - Train: 92.73% [1160100/1251000] [927.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000069] [CE 3.905 (4.084)] [KD 2.531 (2.558)] 2024-10-15 13:04:52,887 - Train: 92.74% [1160150/1251000] [927.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.005] [optim_t 0.145] [lr 0.000068] [CE 3.892 (4.116)] [KD 2.531 (2.556)] 2024-10-15 13:05:00,521 - Train: 92.74% [1160200/1251000] [927.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000068] [CE 3.811 (4.040)] [KD 2.291 (2.545)] 2024-10-15 13:05:08,258 - Train: 92.75% [1160250/1251000] [927.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000068] [CE 4.519 (4.050)] [KD 2.699 (2.537)] 2024-10-15 13:05:15,947 - Train: 92.75% [1160300/1251000] [927.5/1000.0] [batch_t 0.244 (0.154)] [data_t 0.005] [optim_t 0.239] [lr 0.000068] [CE 4.188 (4.085)] [KD 2.689 (2.555)] 2024-10-15 13:05:23,722 - Train: 92.75% [1160350/1251000] [927.5/1000.0] [batch_t 0.147 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000068] [CE 4.422 (4.043)] [KD 2.704 (2.528)] 2024-10-15 13:05:31,457 - Train: 92.76% [1160400/1251000] [927.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000068] [CE 4.168 (4.115)] [KD 2.624 (2.579)] 2024-10-15 13:05:39,268 - Train: 92.76% [1160450/1251000] [927.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000068] [CE 3.950 (4.087)] [KD 2.527 (2.554)] 2024-10-15 13:05:46,984 - Train: 92.77% [1160500/1251000] [927.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000068] [CE 3.996 (4.122)] [KD 2.439 (2.606)] 2024-10-15 13:05:54,692 - Train: 92.77% [1160550/1251000] [927.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000068] [CE 4.151 (4.005)] [KD 2.594 (2.525)] 2024-10-15 13:06:02,625 - Train: 92.77% [1160600/1251000] [927.7/1000.0] [batch_t 0.255 (0.159)] [data_t 0.005] [optim_t 0.250] [lr 0.000068] [CE 4.011 (4.100)] [KD 2.488 (2.574)] 2024-10-15 13:06:10,362 - Train: 92.78% [1160650/1251000] [927.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000068] [CE 3.941 (4.016)] [KD 2.582 (2.511)] 2024-10-15 13:06:18,036 - Train: 92.78% [1160700/1251000] [927.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000068] [CE 3.989 (4.078)] [KD 2.394 (2.554)] 2024-10-15 13:06:25,875 - Train: 92.79% [1160750/1251000] [927.9/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000068] [CE 4.047 (4.109)] [KD 2.695 (2.575)] 2024-10-15 13:06:33,523 - Train: 92.79% [1160800/1251000] [927.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000068] [CE 3.922 (4.098)] [KD 2.539 (2.540)] 2024-10-15 13:06:41,369 - Train: 92.79% [1160850/1251000] [927.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000068] [CE 3.650 (4.080)] [KD 2.414 (2.553)] 2024-10-15 13:06:49,182 - Train: 92.80% [1160900/1251000] [928.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000068] [CE 3.580 (4.101)] [KD 2.275 (2.599)] 2024-10-15 13:06:59,386 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 38997] [top5_cnt 46871] [top_all 50000] 2024-10-15 13:06:59,386 - net: 77.994 (93.742) 2024-10-15 13:07:05,243 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39269] [top5_cnt 46962] [top_all 50000] 2024-10-15 13:07:05,243 - net_E: 78.538 (93.924) 2024-10-15 13:07:05,396 - Max [top1: 77.994 (epoch: 928)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:07:05,396 - ==> Total time: 1 day, 23:04:48 Eta: 3:39:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:07:15,465 - Train: 92.80% [1160950/1251000] [928.0/1000.0] [batch_t 0.150 (0.171)] [data_t 0.003] [optim_t 0.146] [lr 0.000068] [CE 4.387 (4.130)] [KD 2.684 (2.548)] 2024-10-15 13:07:23,203 - Train: 92.81% [1161000/1251000] [928.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000068] [CE 3.315 (4.122)] [KD 2.187 (2.571)] 2024-10-15 13:07:30,920 - Train: 92.81% [1161050/1251000] [928.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000068] [CE 4.069 (4.127)] [KD 2.458 (2.571)] 2024-10-15 13:07:38,603 - Train: 92.81% [1161100/1251000] [928.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000068] [CE 4.097 (4.067)] [KD 2.690 (2.558)] 2024-10-15 13:07:46,149 - Train: 92.82% [1161150/1251000] [928.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000068] [CE 4.628 (4.033)] [KD 2.860 (2.498)] 2024-10-15 13:07:53,975 - Train: 92.82% [1161200/1251000] [928.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000068] [CE 3.651 (4.114)] [KD 2.360 (2.578)] 2024-10-15 13:08:01,830 - Train: 92.83% [1161250/1251000] [928.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000068] [CE 3.789 (4.098)] [KD 2.375 (2.558)] 2024-10-15 13:08:09,608 - Train: 92.83% [1161300/1251000] [928.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.000068] [CE 4.091 (4.045)] [KD 2.489 (2.522)] 2024-10-15 13:08:17,228 - Train: 92.83% [1161350/1251000] [928.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000067] [CE 3.664 (4.082)] [KD 2.355 (2.543)] 2024-10-15 13:08:24,914 - Train: 92.84% [1161400/1251000] [928.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000067] [CE 4.243 (4.107)] [KD 2.684 (2.580)] 2024-10-15 13:08:32,949 - Train: 92.84% [1161450/1251000] [928.4/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.147] [lr 0.000067] [CE 4.065 (4.133)] [KD 2.486 (2.599)] 2024-10-15 13:08:40,568 - Train: 92.85% [1161500/1251000] [928.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000067] [CE 4.096 (4.153)] [KD 2.535 (2.578)] 2024-10-15 13:08:48,144 - Train: 92.85% [1161550/1251000] [928.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000067] [CE 3.770 (4.055)] [KD 2.388 (2.560)] 2024-10-15 13:08:55,674 - Train: 92.85% [1161600/1251000] [928.5/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000067] [CE 4.000 (4.084)] [KD 2.418 (2.540)] 2024-10-15 13:09:03,392 - Train: 92.86% [1161650/1251000] [928.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000067] [CE 4.143 (4.074)] [KD 2.713 (2.551)] 2024-10-15 13:09:11,353 - Train: 92.86% [1161700/1251000] [928.6/1000.0] [batch_t 0.145 (0.159)] [data_t 0.003] [optim_t 0.142] [lr 0.000067] [CE 4.051 (4.061)] [KD 2.447 (2.514)] 2024-10-15 13:09:19,040 - Train: 92.87% [1161750/1251000] [928.7/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000067] [CE 3.854 (4.040)] [KD 2.344 (2.495)] 2024-10-15 13:09:26,625 - Train: 92.87% [1161800/1251000] [928.7/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000067] [CE 3.868 (4.081)] [KD 2.535 (2.532)] 2024-10-15 13:09:34,376 - Train: 92.87% [1161850/1251000] [928.7/1000.0] [batch_t 0.160 (0.155)] [data_t 0.005] [optim_t 0.155] [lr 0.000067] [CE 3.981 (4.055)] [KD 2.447 (2.545)] 2024-10-15 13:09:42,217 - Train: 92.88% [1161900/1251000] [928.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000067] [CE 4.020 (4.039)] [KD 2.554 (2.510)] 2024-10-15 13:09:49,889 - Train: 92.88% [1161950/1251000] [928.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000067] [CE 3.732 (4.075)] [KD 2.381 (2.539)] 2024-10-15 13:09:57,551 - Train: 92.89% [1162000/1251000] [928.9/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000067] [CE 4.289 (4.192)] [KD 2.527 (2.607)] 2024-10-15 13:10:05,254 - Train: 92.89% [1162050/1251000] [928.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000067] [CE 3.528 (4.076)] [KD 2.253 (2.552)] 2024-10-15 13:10:13,301 - Train: 92.89% [1162100/1251000] [928.9/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000067] [CE 3.998 (4.103)] [KD 2.567 (2.563)] 2024-10-15 13:10:21,166 - Train: 92.90% [1162150/1251000] [929.0/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000067] [CE 4.254 (4.033)] [KD 2.568 (2.536)] 2024-10-15 13:10:31,159 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39014] [top5_cnt 46880] [top_all 50000] 2024-10-15 13:10:31,160 - net: 78.028 (93.760) 2024-10-15 13:10:37,132 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39267] [top5_cnt 46974] [top_all 50000] 2024-10-15 13:10:37,132 - net_E: 78.534 (93.948) 2024-10-15 13:10:37,437 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:10:37,437 - ==> Total time: 1 day, 23:08:20 Eta: 3:36:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:10:47,535 - Train: 92.90% [1162200/1251000] [929.0/1000.0] [batch_t 0.150 (0.225)] [data_t 0.004] [optim_t 0.146] [lr 0.000067] [CE 4.134 (4.021)] [KD 2.588 (2.506)] 2024-10-15 13:10:55,401 - Train: 92.91% [1162250/1251000] [929.1/1000.0] [batch_t 0.289 (0.157)] [data_t 0.004] [optim_t 0.285] [lr 0.000067] [CE 4.052 (4.028)] [KD 2.605 (2.513)] 2024-10-15 13:11:02,960 - Train: 92.91% [1162300/1251000] [929.1/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000067] [CE 4.495 (4.127)] [KD 2.672 (2.550)] 2024-10-15 13:11:10,669 - Train: 92.91% [1162350/1251000] [929.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000067] [CE 4.757 (4.018)] [KD 2.809 (2.503)] 2024-10-15 13:11:18,385 - Train: 92.92% [1162400/1251000] [929.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000067] [CE 4.053 (4.127)] [KD 2.665 (2.595)] 2024-10-15 13:11:26,096 - Train: 92.92% [1162450/1251000] [929.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000067] [CE 3.827 (4.080)] [KD 2.349 (2.536)] 2024-10-15 13:11:33,796 - Train: 92.93% [1162500/1251000] [929.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000067] [CE 4.757 (4.065)] [KD 2.879 (2.536)] 2024-10-15 13:11:41,630 - Train: 92.93% [1162550/1251000] [929.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000066] [CE 4.043 (4.008)] [KD 2.559 (2.503)] 2024-10-15 13:11:49,366 - Train: 92.93% [1162600/1251000] [929.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000066] [CE 4.245 (4.074)] [KD 2.643 (2.539)] 2024-10-15 13:11:57,084 - Train: 92.94% [1162650/1251000] [929.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000066] [CE 4.143 (4.050)] [KD 2.553 (2.534)] 2024-10-15 13:12:04,813 - Train: 92.94% [1162700/1251000] [929.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000066] [CE 4.068 (4.042)] [KD 2.642 (2.520)] 2024-10-15 13:12:12,657 - Train: 92.95% [1162750/1251000] [929.5/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000066] [CE 3.949 (4.000)] [KD 2.503 (2.495)] 2024-10-15 13:12:20,520 - Train: 92.95% [1162800/1251000] [929.5/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.153] [lr 0.000066] [CE 3.924 (4.038)] [KD 2.657 (2.514)] 2024-10-15 13:12:28,372 - Train: 92.95% [1162850/1251000] [929.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000066] [CE 3.848 (4.161)] [KD 2.444 (2.621)] 2024-10-15 13:12:36,253 - Train: 92.96% [1162900/1251000] [929.6/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000066] [CE 3.991 (4.056)] [KD 2.413 (2.546)] 2024-10-15 13:12:43,965 - Train: 92.96% [1162950/1251000] [929.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000066] [CE 4.595 (4.108)] [KD 2.915 (2.568)] 2024-10-15 13:12:51,816 - Train: 92.97% [1163000/1251000] [929.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000066] [CE 3.297 (4.109)] [KD 2.108 (2.587)] 2024-10-15 13:12:59,477 - Train: 92.97% [1163050/1251000] [929.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000066] [CE 4.009 (4.057)] [KD 2.603 (2.549)] 2024-10-15 13:13:07,364 - Train: 92.97% [1163100/1251000] [929.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000066] [CE 3.899 (4.135)] [KD 2.368 (2.586)] 2024-10-15 13:13:15,146 - Train: 92.98% [1163150/1251000] [929.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000066] [CE 4.162 (4.013)] [KD 2.558 (2.517)] 2024-10-15 13:13:22,840 - Train: 92.98% [1163200/1251000] [929.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000066] [CE 4.138 (4.080)] [KD 2.599 (2.555)] 2024-10-15 13:13:30,856 - Train: 92.99% [1163250/1251000] [929.9/1000.0] [batch_t 0.164 (0.160)] [data_t 0.004] [optim_t 0.159] [lr 0.000066] [CE 4.032 (4.119)] [KD 2.655 (2.578)] 2024-10-15 13:13:38,541 - Train: 92.99% [1163300/1251000] [929.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000066] [CE 3.799 (4.160)] [KD 2.488 (2.601)] 2024-10-15 13:13:46,177 - Train: 92.99% [1163350/1251000] [929.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000066] [CE 3.756 (3.977)] [KD 2.482 (2.499)] 2024-10-15 13:13:54,076 - Train: 93.00% [1163400/1251000] [930.0/1000.0] [batch_t 0.158 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.000066] [CE 4.213 (4.101)] [KD 2.583 (2.590)] 2024-10-15 13:14:04,336 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 38925] [top5_cnt 46884] [top_all 50000] 2024-10-15 13:14:04,337 - net: 77.850 (93.768) 2024-10-15 13:14:10,142 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39253] [top5_cnt 46970] [top_all 50000] 2024-10-15 13:14:10,143 - net_E: 78.506 (93.940) 2024-10-15 13:14:10,289 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:14:10,289 - ==> Total time: 1 day, 23:11:53 Eta: 3:33:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:14:19,423 - Train: 93.00% [1163450/1251000] [930.0/1000.0] [batch_t 0.150 (0.174)] [data_t 0.005] [optim_t 0.146] [lr 0.000066] [CE 3.769 (4.018)] [KD 2.338 (2.520)] 2024-10-15 13:14:27,075 - Train: 93.01% [1163500/1251000] [930.1/1000.0] [batch_t 0.146 (0.153)] [data_t 0.005] [optim_t 0.142] [lr 0.000066] [CE 4.097 (4.168)] [KD 2.571 (2.573)] 2024-10-15 13:14:34,748 - Train: 93.01% [1163550/1251000] [930.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000066] [CE 4.091 (4.116)] [KD 2.568 (2.591)] 2024-10-15 13:14:42,568 - Train: 93.01% [1163600/1251000] [930.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000066] [CE 4.576 (4.136)] [KD 2.896 (2.583)] 2024-10-15 13:14:50,309 - Train: 93.02% [1163650/1251000] [930.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000066] [CE 3.858 (4.038)] [KD 2.350 (2.533)] 2024-10-15 13:14:57,897 - Train: 93.02% [1163700/1251000] [930.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000066] [CE 3.848 (4.062)] [KD 2.269 (2.551)] 2024-10-15 13:15:05,582 - Train: 93.03% [1163750/1251000] [930.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000066] [CE 4.116 (4.089)] [KD 2.518 (2.537)] 2024-10-15 13:15:13,458 - Train: 93.03% [1163800/1251000] [930.3/1000.0] [batch_t 0.160 (0.157)] [data_t 0.005] [optim_t 0.155] [lr 0.000065] [CE 3.811 (4.074)] [KD 2.544 (2.549)] 2024-10-15 13:15:21,446 - Train: 93.03% [1163850/1251000] [930.3/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000065] [CE 4.021 (4.123)] [KD 2.498 (2.571)] 2024-10-15 13:15:29,055 - Train: 93.04% [1163900/1251000] [930.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000065] [CE 3.912 (4.041)] [KD 2.476 (2.527)] 2024-10-15 13:15:36,672 - Train: 93.04% [1163950/1251000] [930.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000065] [CE 3.843 (4.124)] [KD 2.470 (2.572)] 2024-10-15 13:15:44,545 - Train: 93.05% [1164000/1251000] [930.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000065] [CE 4.225 (4.066)] [KD 2.464 (2.532)] 2024-10-15 13:15:52,260 - Train: 93.05% [1164050/1251000] [930.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000065] [CE 3.840 (4.080)] [KD 2.399 (2.518)] 2024-10-15 13:16:00,082 - Train: 93.05% [1164100/1251000] [930.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000065] [CE 4.323 (4.025)] [KD 2.646 (2.503)] 2024-10-15 13:16:07,743 - Train: 93.06% [1164150/1251000] [930.6/1000.0] [batch_t 0.158 (0.153)] [data_t 0.005] [optim_t 0.152] [lr 0.000065] [CE 4.048 (4.089)] [KD 2.274 (2.536)] 2024-10-15 13:16:15,501 - Train: 93.06% [1164200/1251000] [930.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.000065] [CE 4.197 (4.126)] [KD 2.526 (2.580)] 2024-10-15 13:16:23,470 - Train: 93.07% [1164250/1251000] [930.7/1000.0] [batch_t 0.156 (0.159)] [data_t 0.003] [optim_t 0.154] [lr 0.000065] [CE 4.032 (3.983)] [KD 2.599 (2.507)] 2024-10-15 13:16:31,005 - Train: 93.07% [1164300/1251000] [930.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000065] [CE 4.695 (4.104)] [KD 2.970 (2.562)] 2024-10-15 13:16:38,662 - Train: 93.07% [1164350/1251000] [930.7/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000065] [CE 4.353 (4.100)] [KD 2.813 (2.569)] 2024-10-15 13:16:46,472 - Train: 93.08% [1164400/1251000] [930.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000065] [CE 3.771 (4.115)] [KD 2.456 (2.553)] 2024-10-15 13:16:54,059 - Train: 93.08% [1164450/1251000] [930.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000065] [CE 4.306 (4.110)] [KD 2.655 (2.550)] 2024-10-15 13:17:01,761 - Train: 93.09% [1164500/1251000] [930.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000065] [CE 3.987 (3.987)] [KD 2.442 (2.504)] 2024-10-15 13:17:09,473 - Train: 93.09% [1164550/1251000] [930.9/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000065] [CE 4.274 (4.152)] [KD 2.714 (2.620)] 2024-10-15 13:17:17,110 - Train: 93.09% [1164600/1251000] [930.9/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000065] [CE 3.463 (4.071)] [KD 2.263 (2.515)] 2024-10-15 13:17:24,898 - Train: 93.10% [1164650/1251000] [931.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000065] [CE 4.370 (4.185)] [KD 2.696 (2.601)] 2024-10-15 13:17:35,388 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 38941] [top5_cnt 46836] [top_all 50000] 2024-10-15 13:17:35,389 - net: 77.882 (93.672) 2024-10-15 13:17:41,200 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39264] [top5_cnt 46974] [top_all 50000] 2024-10-15 13:17:41,200 - net_E: 78.528 (93.948) 2024-10-15 13:17:41,334 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:17:41,335 - ==> Total time: 1 day, 23:15:24 Eta: 3:30:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:17:46,254 - Train: 93.10% [1164700/1251000] [931.0/1000.0] [batch_t 0.152 (0.169)] [data_t 0.003] [optim_t 0.150] [lr 0.000065] [CE 4.726 (4.097)] [KD 2.859 (2.562)] 2024-10-15 13:17:53,821 - Train: 93.11% [1164750/1251000] [931.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000065] [CE 4.129 (4.000)] [KD 2.524 (2.468)] 2024-10-15 13:18:01,707 - Train: 93.11% [1164800/1251000] [931.1/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000065] [CE 4.041 (4.092)] [KD 2.659 (2.542)] 2024-10-15 13:18:09,334 - Train: 93.11% [1164850/1251000] [931.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000065] [CE 4.211 (4.223)] [KD 2.692 (2.620)] 2024-10-15 13:18:17,045 - Train: 93.12% [1164900/1251000] [931.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000065] [CE 4.208 (4.086)] [KD 2.545 (2.558)] 2024-10-15 13:18:24,883 - Train: 93.12% [1164950/1251000] [931.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000065] [CE 4.034 (4.000)] [KD 2.416 (2.492)] 2024-10-15 13:18:32,605 - Train: 93.13% [1165000/1251000] [931.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000064] [CE 3.496 (4.085)] [KD 2.186 (2.547)] 2024-10-15 13:18:40,350 - Train: 93.13% [1165050/1251000] [931.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000064] [CE 4.029 (4.094)] [KD 2.547 (2.548)] 2024-10-15 13:18:48,256 - Train: 93.13% [1165100/1251000] [931.3/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000064] [CE 3.929 (4.065)] [KD 2.312 (2.534)] 2024-10-15 13:18:55,909 - Train: 93.14% [1165150/1251000] [931.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000064] [CE 4.106 (4.146)] [KD 2.487 (2.588)] 2024-10-15 13:19:03,510 - Train: 93.14% [1165200/1251000] [931.4/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000064] [CE 3.808 (4.107)] [KD 2.443 (2.555)] 2024-10-15 13:19:11,234 - Train: 93.15% [1165250/1251000] [931.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000064] [CE 4.181 (4.124)] [KD 2.767 (2.552)] 2024-10-15 13:19:18,954 - Train: 93.15% [1165300/1251000] [931.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000064] [CE 4.303 (4.125)] [KD 2.494 (2.554)] 2024-10-15 13:19:26,826 - Train: 93.15% [1165350/1251000] [931.5/1000.0] [batch_t 0.157 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000064] [CE 3.874 (4.145)] [KD 2.495 (2.575)] 2024-10-15 13:19:34,499 - Train: 93.16% [1165400/1251000] [931.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000064] [CE 4.070 (4.147)] [KD 2.582 (2.599)] 2024-10-15 13:19:42,493 - Train: 93.16% [1165450/1251000] [931.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.000064] [CE 4.280 (4.116)] [KD 2.733 (2.538)] 2024-10-15 13:19:50,371 - Train: 93.17% [1165500/1251000] [931.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000064] [CE 4.132 (4.132)] [KD 2.590 (2.576)] 2024-10-15 13:19:58,128 - Train: 93.17% [1165550/1251000] [931.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000064] [CE 3.894 (4.069)] [KD 2.352 (2.543)] 2024-10-15 13:20:05,712 - Train: 93.17% [1165600/1251000] [931.7/1000.0] [batch_t 0.158 (0.152)] [data_t 0.003] [optim_t 0.156] [lr 0.000064] [CE 4.462 (4.102)] [KD 2.696 (2.558)] 2024-10-15 13:20:13,529 - Train: 93.18% [1165650/1251000] [931.8/1000.0] [batch_t 0.155 (0.156)] [data_t 0.005] [optim_t 0.150] [lr 0.000064] [CE 3.729 (4.097)] [KD 2.435 (2.543)] 2024-10-15 13:20:21,216 - Train: 93.18% [1165700/1251000] [931.8/1000.0] [batch_t 0.260 (0.154)] [data_t 0.004] [optim_t 0.256] [lr 0.000064] [CE 3.926 (4.071)] [KD 2.538 (2.549)] 2024-10-15 13:20:28,996 - Train: 93.19% [1165750/1251000] [931.9/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000064] [CE 3.745 (4.135)] [KD 2.266 (2.554)] 2024-10-15 13:20:36,700 - Train: 93.19% [1165800/1251000] [931.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000064] [CE 4.541 (4.163)] [KD 2.799 (2.590)] 2024-10-15 13:20:44,686 - Train: 93.19% [1165850/1251000] [931.9/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000064] [CE 3.753 (4.079)] [KD 2.461 (2.551)] 2024-10-15 13:20:52,294 - Train: 93.20% [1165900/1251000] [932.0/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000064] [CE 4.591 (4.091)] [KD 2.875 (2.559)] 2024-10-15 13:21:03,136 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 38940] [top5_cnt 46870] [top_all 50000] 2024-10-15 13:21:03,136 - net: 77.880 (93.740) 2024-10-15 13:21:09,052 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39273] [top5_cnt 46970] [top_all 50000] 2024-10-15 13:21:09,053 - net_E: 78.546 (93.940) 2024-10-15 13:21:09,188 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.548 (epoch: 926)] 2024-10-15 13:21:09,189 - ==> Total time: 1 day, 23:18:52 Eta: 3:27:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:21:14,455 - Train: 93.20% [1165950/1251000] [932.0/1000.0] [batch_t 0.160 (0.175)] [data_t 0.004] [optim_t 0.156] [lr 0.000064] [CE 4.168 (4.115)] [KD 2.592 (2.563)] 2024-10-15 13:21:22,114 - Train: 93.21% [1166000/1251000] [932.1/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000064] [CE 4.282 (4.093)] [KD 2.754 (2.532)] 2024-10-15 13:21:29,826 - Train: 93.21% [1166050/1251000] [932.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000064] [CE 4.247 (4.116)] [KD 2.660 (2.569)] 2024-10-15 13:21:37,617 - Train: 93.21% [1166100/1251000] [932.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000064] [CE 4.230 (4.111)] [KD 2.526 (2.551)] 2024-10-15 13:21:45,665 - Train: 93.22% [1166150/1251000] [932.2/1000.0] [batch_t 0.152 (0.161)] [data_t 0.003] [optim_t 0.149] [lr 0.000064] [CE 3.915 (4.044)] [KD 2.512 (2.518)] 2024-10-15 13:21:53,573 - Train: 93.22% [1166200/1251000] [932.2/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000064] [CE 3.373 (3.973)] [KD 2.342 (2.470)] 2024-10-15 13:22:01,193 - Train: 93.23% [1166250/1251000] [932.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000064] [CE 3.906 (4.035)] [KD 2.465 (2.518)] 2024-10-15 13:22:09,221 - Train: 93.23% [1166300/1251000] [932.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000063] [CE 3.685 (4.082)] [KD 2.416 (2.536)] 2024-10-15 13:22:17,156 - Train: 93.23% [1166350/1251000] [932.3/1000.0] [batch_t 0.298 (0.159)] [data_t 0.004] [optim_t 0.294] [lr 0.000063] [CE 4.196 (4.090)] [KD 2.648 (2.547)] 2024-10-15 13:22:24,774 - Train: 93.24% [1166400/1251000] [932.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000063] [CE 4.212 (4.077)] [KD 2.705 (2.538)] 2024-10-15 13:22:32,623 - Train: 93.24% [1166450/1251000] [932.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000063] [CE 4.113 (4.087)] [KD 2.437 (2.550)] 2024-10-15 13:22:40,360 - Train: 93.25% [1166500/1251000] [932.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000063] [CE 4.052 (4.047)] [KD 2.365 (2.503)] 2024-10-15 13:22:48,074 - Train: 93.25% [1166550/1251000] [932.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000063] [CE 3.578 (4.041)] [KD 2.311 (2.515)] 2024-10-15 13:22:55,674 - Train: 93.25% [1166600/1251000] [932.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000063] [CE 4.044 (4.114)] [KD 2.503 (2.545)] 2024-10-15 13:23:03,402 - Train: 93.26% [1166650/1251000] [932.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000063] [CE 4.288 (4.059)] [KD 2.702 (2.567)] 2024-10-15 13:23:11,193 - Train: 93.26% [1166700/1251000] [932.6/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000063] [CE 3.953 (4.116)] [KD 2.613 (2.559)] 2024-10-15 13:23:18,956 - Train: 93.27% [1166750/1251000] [932.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000063] [CE 3.861 (4.021)] [KD 2.324 (2.498)] 2024-10-15 13:23:26,719 - Train: 93.27% [1166800/1251000] [932.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000063] [CE 4.854 (4.121)] [KD 2.852 (2.548)] 2024-10-15 13:23:34,751 - Train: 93.27% [1166850/1251000] [932.7/1000.0] [batch_t 0.154 (0.161)] [data_t 0.004] [optim_t 0.150] [lr 0.000063] [CE 3.988 (4.061)] [KD 2.476 (2.503)] 2024-10-15 13:23:42,413 - Train: 93.28% [1166900/1251000] [932.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000063] [CE 4.348 (4.072)] [KD 2.804 (2.529)] 2024-10-15 13:23:50,223 - Train: 93.28% [1166950/1251000] [932.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000063] [CE 4.209 (4.045)] [KD 2.609 (2.539)] 2024-10-15 13:23:57,887 - Train: 93.29% [1167000/1251000] [932.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000063] [CE 4.559 (4.052)] [KD 2.820 (2.509)] 2024-10-15 13:24:05,683 - Train: 93.29% [1167050/1251000] [932.9/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000063] [CE 3.807 (4.021)] [KD 2.302 (2.506)] 2024-10-15 13:24:13,300 - Train: 93.29% [1167100/1251000] [932.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000063] [CE 4.491 (4.069)] [KD 2.911 (2.533)] 2024-10-15 13:24:21,123 - Train: 93.30% [1167150/1251000] [933.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000063] [CE 4.282 (4.044)] [KD 2.650 (2.535)] 2024-10-15 13:24:31,756 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38933] [top5_cnt 46817] [top_all 50000] 2024-10-15 13:24:31,756 - net: 77.866 (93.634) 2024-10-15 13:24:37,488 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39290] [top5_cnt 46980] [top_all 50000] 2024-10-15 13:24:37,489 - net_E: 78.580 (93.960) 2024-10-15 13:24:37,648 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.580 (epoch: 933)] 2024-10-15 13:24:37,648 - ==> Total time: 1 day, 23:22:20 Eta: 3:24:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:24:46,499 - Train: 93.30% [1167200/1251000] [933.0/1000.0] [batch_t 0.152 (0.185)] [data_t 0.005] [optim_t 0.147] [lr 0.000063] [CE 3.970 (4.054)] [KD 2.454 (2.556)] 2024-10-15 13:24:54,448 - Train: 93.31% [1167250/1251000] [933.1/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000063] [CE 4.499 (3.962)] [KD 2.761 (2.461)] 2024-10-15 13:25:02,219 - Train: 93.31% [1167300/1251000] [933.1/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000063] [CE 4.139 (4.042)] [KD 2.799 (2.501)] 2024-10-15 13:25:09,848 - Train: 93.31% [1167350/1251000] [933.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000063] [CE 3.974 (3.994)] [KD 2.480 (2.509)] 2024-10-15 13:25:17,546 - Train: 93.32% [1167400/1251000] [933.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000063] [CE 3.921 (4.080)] [KD 2.284 (2.504)] 2024-10-15 13:25:25,202 - Train: 93.32% [1167450/1251000] [933.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000063] [CE 4.591 (3.975)] [KD 2.859 (2.486)] 2024-10-15 13:25:32,984 - Train: 93.33% [1167500/1251000] [933.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000063] [CE 4.184 (4.057)] [KD 2.579 (2.531)] 2024-10-15 13:25:41,055 - Train: 93.33% [1167550/1251000] [933.3/1000.0] [batch_t 0.147 (0.161)] [data_t 0.004] [optim_t 0.143] [lr 0.000062] [CE 3.857 (4.106)] [KD 2.341 (2.552)] 2024-10-15 13:25:48,706 - Train: 93.33% [1167600/1251000] [933.3/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000062] [CE 4.674 (4.128)] [KD 2.738 (2.584)] 2024-10-15 13:25:56,628 - Train: 93.34% [1167650/1251000] [933.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.149] [lr 0.000062] [CE 3.579 (4.082)] [KD 2.187 (2.532)] 2024-10-15 13:26:04,467 - Train: 93.34% [1167700/1251000] [933.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000062] [CE 3.834 (4.030)] [KD 2.475 (2.522)] 2024-10-15 13:26:12,175 - Train: 93.35% [1167750/1251000] [933.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000062] [CE 4.296 (4.080)] [KD 2.531 (2.550)] 2024-10-15 13:26:20,122 - Train: 93.35% [1167800/1251000] [933.5/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000062] [CE 3.599 (4.013)] [KD 2.332 (2.498)] 2024-10-15 13:26:27,904 - Train: 93.35% [1167850/1251000] [933.5/1000.0] [batch_t 0.162 (0.156)] [data_t 0.004] [optim_t 0.157] [lr 0.000062] [CE 4.038 (4.037)] [KD 2.520 (2.531)] 2024-10-15 13:26:35,646 - Train: 93.36% [1167900/1251000] [933.6/1000.0] [batch_t 0.168 (0.155)] [data_t 0.003] [optim_t 0.165] [lr 0.000062] [CE 3.729 (4.113)] [KD 2.529 (2.574)] 2024-10-15 13:26:43,749 - Train: 93.36% [1167950/1251000] [933.6/1000.0] [batch_t 0.154 (0.162)] [data_t 0.004] [optim_t 0.150] [lr 0.000062] [CE 3.583 (4.037)] [KD 2.342 (2.515)] 2024-10-15 13:26:51,440 - Train: 93.37% [1168000/1251000] [933.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000062] [CE 4.350 (4.087)] [KD 2.652 (2.540)] 2024-10-15 13:26:59,295 - Train: 93.37% [1168050/1251000] [933.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000062] [CE 4.041 (4.060)] [KD 2.423 (2.540)] 2024-10-15 13:27:07,074 - Train: 93.37% [1168100/1251000] [933.7/1000.0] [batch_t 0.167 (0.155)] [data_t 0.005] [optim_t 0.162] [lr 0.000062] [CE 4.156 (4.135)] [KD 2.628 (2.564)] 2024-10-15 13:27:14,737 - Train: 93.38% [1168150/1251000] [933.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000062] [CE 3.892 (4.106)] [KD 2.458 (2.555)] 2024-10-15 13:27:22,495 - Train: 93.38% [1168200/1251000] [933.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000062] [CE 4.063 (4.048)] [KD 2.357 (2.523)] 2024-10-15 13:27:30,205 - Train: 93.39% [1168250/1251000] [933.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000062] [CE 4.200 (4.101)] [KD 2.608 (2.538)] 2024-10-15 13:27:37,784 - Train: 93.39% [1168300/1251000] [933.9/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000062] [CE 4.007 (4.010)] [KD 2.633 (2.511)] 2024-10-15 13:27:45,550 - Train: 93.39% [1168350/1251000] [933.9/1000.0] [batch_t 0.292 (0.155)] [data_t 0.004] [optim_t 0.288] [lr 0.000062] [CE 3.955 (4.119)] [KD 2.330 (2.573)] 2024-10-15 13:27:53,395 - Train: 93.40% [1168400/1251000] [934.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000062] [CE 4.178 (4.091)] [KD 2.664 (2.548)] 2024-10-15 13:28:04,125 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 38946] [top5_cnt 46788] [top_all 50000] 2024-10-15 13:28:04,125 - net: 77.892 (93.576) 2024-10-15 13:28:10,138 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 39294] [top5_cnt 46986] [top_all 50000] 2024-10-15 13:28:10,139 - net_E: 78.588 (93.972) 2024-10-15 13:28:10,278 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.588 (epoch: 934)] 2024-10-15 13:28:10,279 - ==> Total time: 1 day, 23:25:53 Eta: 3:21:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:28:19,171 - Train: 93.40% [1168450/1251000] [934.0/1000.0] [batch_t 0.149 (0.177)] [data_t 0.003] [optim_t 0.146] [lr 0.000062] [CE 4.054 (4.075)] [KD 2.514 (2.563)] 2024-10-15 13:28:26,960 - Train: 93.41% [1168500/1251000] [934.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000062] [CE 4.076 (4.044)] [KD 2.445 (2.497)] 2024-10-15 13:28:34,884 - Train: 93.41% [1168550/1251000] [934.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000062] [CE 4.124 (3.973)] [KD 2.515 (2.461)] 2024-10-15 13:28:42,474 - Train: 93.41% [1168600/1251000] [934.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000062] [CE 3.723 (4.053)] [KD 2.335 (2.535)] 2024-10-15 13:28:50,146 - Train: 93.42% [1168650/1251000] [934.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000062] [CE 4.699 (4.064)] [KD 2.792 (2.506)] 2024-10-15 13:28:57,700 - Train: 93.42% [1168700/1251000] [934.2/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.000062] [CE 4.022 (4.077)] [KD 2.378 (2.529)] 2024-10-15 13:29:05,363 - Train: 93.43% [1168750/1251000] [934.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000062] [CE 3.198 (4.089)] [KD 2.087 (2.517)] 2024-10-15 13:29:13,306 - Train: 93.43% [1168800/1251000] [934.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.004] [optim_t 0.147] [lr 0.000062] [CE 4.078 (4.018)] [KD 2.483 (2.475)] 2024-10-15 13:29:20,957 - Train: 93.43% [1168850/1251000] [934.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000061] [CE 4.567 (4.100)] [KD 2.869 (2.542)] 2024-10-15 13:29:28,494 - Train: 93.44% [1168900/1251000] [934.4/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000061] [CE 4.093 (4.070)] [KD 2.465 (2.535)] 2024-10-15 13:29:36,258 - Train: 93.44% [1168950/1251000] [934.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000061] [CE 3.820 (4.122)] [KD 2.330 (2.564)] 2024-10-15 13:29:43,972 - Train: 93.45% [1169000/1251000] [934.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000061] [CE 4.111 (4.100)] [KD 2.423 (2.551)] 2024-10-15 13:29:51,618 - Train: 93.45% [1169050/1251000] [934.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000061] [CE 4.738 (4.130)] [KD 2.934 (2.570)] 2024-10-15 13:29:59,316 - Train: 93.45% [1169100/1251000] [934.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000061] [CE 3.572 (4.024)] [KD 2.149 (2.505)] 2024-10-15 13:30:07,048 - Train: 93.46% [1169150/1251000] [934.6/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000061] [CE 4.308 (4.059)] [KD 2.640 (2.495)] 2024-10-15 13:30:14,841 - Train: 93.46% [1169200/1251000] [934.6/1000.0] [batch_t 0.157 (0.156)] [data_t 0.007] [optim_t 0.151] [lr 0.000061] [CE 4.250 (4.138)] [KD 2.697 (2.558)] 2024-10-15 13:30:22,540 - Train: 93.47% [1169250/1251000] [934.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000061] [CE 4.541 (4.104)] [KD 2.724 (2.520)] 2024-10-15 13:30:30,101 - Train: 93.47% [1169300/1251000] [934.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000061] [CE 3.768 (4.101)] [KD 2.497 (2.555)] 2024-10-15 13:30:37,994 - Train: 93.47% [1169350/1251000] [934.7/1000.0] [batch_t 0.157 (0.158)] [data_t 0.004] [optim_t 0.153] [lr 0.000061] [CE 3.862 (4.079)] [KD 2.250 (2.517)] 2024-10-15 13:30:45,900 - Train: 93.48% [1169400/1251000] [934.8/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.000061] [CE 3.872 (4.089)] [KD 2.349 (2.548)] 2024-10-15 13:30:53,426 - Train: 93.48% [1169450/1251000] [934.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000061] [CE 3.662 (4.043)] [KD 2.292 (2.520)] 2024-10-15 13:31:00,962 - Train: 93.49% [1169500/1251000] [934.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000061] [CE 3.606 (4.034)] [KD 2.261 (2.503)] 2024-10-15 13:31:08,508 - Train: 93.49% [1169550/1251000] [934.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000061] [CE 4.025 (4.100)] [KD 2.571 (2.550)] 2024-10-15 13:31:16,046 - Train: 93.49% [1169600/1251000] [934.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000061] [CE 4.955 (4.013)] [KD 2.966 (2.495)] 2024-10-15 13:31:23,955 - Train: 93.50% [1169650/1251000] [935.0/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000061] [CE 4.301 (4.143)] [KD 2.807 (2.581)] 2024-10-15 13:31:34,832 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 38908] [top5_cnt 46860] [top_all 50000] 2024-10-15 13:31:34,832 - net: 77.816 (93.720) 2024-10-15 13:31:40,639 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39310] [top5_cnt 46996] [top_all 50000] 2024-10-15 13:31:40,640 - net_E: 78.620 (93.992) 2024-10-15 13:31:40,783 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.620 (epoch: 935)] 2024-10-15 13:31:40,784 - ==> Total time: 1 day, 23:29:24 Eta: 3:18:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:31:50,299 - Train: 93.50% [1169700/1251000] [935.0/1000.0] [batch_t 0.152 (0.179)] [data_t 0.004] [optim_t 0.148] [lr 0.000061] [CE 3.679 (4.082)] [KD 2.228 (2.542)] 2024-10-15 13:31:57,942 - Train: 93.51% [1169750/1251000] [935.1/1000.0] [batch_t 0.157 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000061] [CE 4.123 (4.046)] [KD 2.646 (2.530)] 2024-10-15 13:32:05,735 - Train: 93.51% [1169800/1251000] [935.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000061] [CE 4.664 (4.103)] [KD 2.918 (2.540)] 2024-10-15 13:32:13,560 - Train: 93.51% [1169850/1251000] [935.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.002] [optim_t 0.148] [lr 0.000061] [CE 4.045 (3.986)] [KD 2.539 (2.488)] 2024-10-15 13:32:21,235 - Train: 93.52% [1169900/1251000] [935.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000061] [CE 4.671 (4.051)] [KD 2.733 (2.478)] 2024-10-15 13:32:28,916 - Train: 93.52% [1169950/1251000] [935.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000061] [CE 3.839 (4.008)] [KD 2.412 (2.488)] 2024-10-15 13:32:36,726 - Train: 93.53% [1170000/1251000] [935.3/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000061] [CE 4.381 (4.122)] [KD 2.596 (2.567)] 2024-10-15 13:32:44,411 - Train: 93.53% [1170050/1251000] [935.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000061] [CE 3.873 (4.110)] [KD 2.475 (2.533)] 2024-10-15 13:32:51,993 - Train: 93.53% [1170100/1251000] [935.3/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000061] [CE 4.417 (4.124)] [KD 2.673 (2.544)] 2024-10-15 13:32:59,713 - Train: 93.54% [1170150/1251000] [935.4/1000.0] [batch_t 0.163 (0.154)] [data_t 0.004] [optim_t 0.160] [lr 0.000061] [CE 3.446 (4.108)] [KD 2.216 (2.550)] 2024-10-15 13:33:07,687 - Train: 93.54% [1170200/1251000] [935.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.150] [lr 0.000060] [CE 4.143 (4.065)] [KD 2.498 (2.526)] 2024-10-15 13:33:15,870 - Train: 93.55% [1170250/1251000] [935.5/1000.0] [batch_t 0.157 (0.164)] [data_t 0.003] [optim_t 0.155] [lr 0.000060] [CE 3.777 (4.001)] [KD 2.228 (2.487)] 2024-10-15 13:33:23,476 - Train: 93.55% [1170300/1251000] [935.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000060] [CE 3.856 (4.130)] [KD 2.313 (2.555)] 2024-10-15 13:33:31,173 - Train: 93.55% [1170350/1251000] [935.5/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000060] [CE 3.440 (4.138)] [KD 2.144 (2.560)] 2024-10-15 13:33:38,806 - Train: 93.56% [1170400/1251000] [935.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000060] [CE 3.709 (4.012)] [KD 2.250 (2.526)] 2024-10-15 13:33:46,519 - Train: 93.56% [1170450/1251000] [935.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000060] [CE 3.467 (3.998)] [KD 2.168 (2.500)] 2024-10-15 13:33:54,370 - Train: 93.57% [1170500/1251000] [935.7/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000060] [CE 3.647 (4.073)] [KD 2.350 (2.539)] 2024-10-15 13:34:02,477 - Train: 93.57% [1170550/1251000] [935.7/1000.0] [batch_t 0.155 (0.162)] [data_t 0.003] [optim_t 0.152] [lr 0.000060] [CE 3.670 (4.086)] [KD 2.259 (2.532)] 2024-10-15 13:34:10,323 - Train: 93.57% [1170600/1251000] [935.7/1000.0] [batch_t 0.152 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000060] [CE 4.331 (4.081)] [KD 2.618 (2.524)] 2024-10-15 13:34:18,035 - Train: 93.58% [1170650/1251000] [935.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000060] [CE 4.141 (4.085)] [KD 2.626 (2.532)] 2024-10-15 13:34:25,775 - Train: 93.58% [1170700/1251000] [935.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000060] [CE 3.217 (4.062)] [KD 2.014 (2.534)] 2024-10-15 13:34:33,420 - Train: 93.59% [1170750/1251000] [935.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000060] [CE 3.535 (4.025)] [KD 2.255 (2.506)] 2024-10-15 13:34:40,978 - Train: 93.59% [1170800/1251000] [935.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000060] [CE 3.602 (4.050)] [KD 2.188 (2.522)] 2024-10-15 13:34:48,785 - Train: 93.59% [1170850/1251000] [935.9/1000.0] [batch_t 0.156 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000060] [CE 3.945 (4.132)] [KD 2.428 (2.544)] 2024-10-15 13:34:56,506 - Train: 93.60% [1170900/1251000] [936.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000060] [CE 4.441 (4.117)] [KD 2.735 (2.544)] 2024-10-15 13:35:07,636 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 38991] [top5_cnt 46882] [top_all 50000] 2024-10-15 13:35:07,636 - net: 77.982 (93.764) 2024-10-15 13:35:13,429 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39294] [top5_cnt 46986] [top_all 50000] 2024-10-15 13:35:13,429 - net_E: 78.588 (93.972) 2024-10-15 13:35:13,577 - Max [top1: 78.028 (epoch: 929)] [top1-ema: 78.620 (epoch: 935)] 2024-10-15 13:35:13,577 - ==> Total time: 1 day, 23:32:56 Eta: 3:15:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:35:17,707 - Train: 93.60% [1170950/1251000] [936.0/1000.0] [batch_t 0.149 (0.177)] [data_t 0.003] [optim_t 0.146] [lr 0.000060] [CE 4.133 (4.164)] [KD 2.487 (2.579)] 2024-10-15 13:35:25,659 - Train: 93.61% [1171000/1251000] [936.1/1000.0] [batch_t 0.159 (0.159)] [data_t 0.004] [optim_t 0.155] [lr 0.000060] [CE 4.113 (4.098)] [KD 2.503 (2.545)] 2024-10-15 13:35:33,365 - Train: 93.61% [1171050/1251000] [936.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000060] [CE 4.510 (4.112)] [KD 2.634 (2.536)] 2024-10-15 13:35:41,158 - Train: 93.61% [1171100/1251000] [936.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000060] [CE 4.536 (4.053)] [KD 2.628 (2.490)] 2024-10-15 13:35:48,745 - Train: 93.62% [1171150/1251000] [936.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000060] [CE 4.097 (4.089)] [KD 2.556 (2.543)] 2024-10-15 13:35:56,319 - Train: 93.62% [1171200/1251000] [936.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000060] [CE 3.678 (4.043)] [KD 2.477 (2.500)] 2024-10-15 13:36:03,969 - Train: 93.63% [1171250/1251000] [936.3/1000.0] [batch_t 0.159 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000060] [CE 4.054 (4.046)] [KD 2.375 (2.497)] 2024-10-15 13:36:11,941 - Train: 93.63% [1171300/1251000] [936.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.145] [lr 0.000060] [CE 3.821 (4.047)] [KD 2.448 (2.517)] 2024-10-15 13:36:19,756 - Train: 93.63% [1171350/1251000] [936.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000060] [CE 3.644 (4.056)] [KD 2.339 (2.508)] 2024-10-15 13:36:27,634 - Train: 93.64% [1171400/1251000] [936.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000060] [CE 3.706 (4.119)] [KD 2.371 (2.551)] 2024-10-15 13:36:35,173 - Train: 93.64% [1171450/1251000] [936.4/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000060] [CE 4.213 (4.060)] [KD 2.385 (2.509)] 2024-10-15 13:36:42,716 - Train: 93.65% [1171500/1251000] [936.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000059] [CE 3.980 (4.146)] [KD 2.416 (2.566)] 2024-10-15 13:36:50,397 - Train: 93.65% [1171550/1251000] [936.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.144] [lr 0.000059] [CE 3.912 (4.056)] [KD 2.418 (2.519)] 2024-10-15 13:36:58,034 - Train: 93.65% [1171600/1251000] [936.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000059] [CE 4.427 (4.037)] [KD 2.777 (2.487)] 2024-10-15 13:37:05,700 - Train: 93.66% [1171650/1251000] [936.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000059] [CE 4.082 (4.098)] [KD 2.593 (2.530)] 2024-10-15 13:37:13,577 - Train: 93.66% [1171700/1251000] [936.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000059] [CE 4.145 (4.032)] [KD 2.612 (2.501)] 2024-10-15 13:37:21,264 - Train: 93.67% [1171750/1251000] [936.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000059] [CE 3.777 (4.119)] [KD 2.301 (2.554)] 2024-10-15 13:37:28,806 - Train: 93.67% [1171800/1251000] [936.7/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000059] [CE 4.376 (3.999)] [KD 2.443 (2.478)] 2024-10-15 13:37:36,489 - Train: 93.67% [1171850/1251000] [936.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000059] [CE 4.282 (4.059)] [KD 2.587 (2.537)] 2024-10-15 13:37:44,146 - Train: 93.68% [1171900/1251000] [936.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000059] [CE 3.901 (4.060)] [KD 2.411 (2.511)] 2024-10-15 13:37:51,795 - Train: 93.68% [1171950/1251000] [936.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000059] [CE 4.120 (4.046)] [KD 2.496 (2.503)] 2024-10-15 13:37:59,591 - Train: 93.69% [1172000/1251000] [936.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000059] [CE 4.300 (4.024)] [KD 2.473 (2.490)] 2024-10-15 13:38:07,267 - Train: 93.69% [1172050/1251000] [936.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000059] [CE 3.905 (4.101)] [KD 2.378 (2.552)] 2024-10-15 13:38:14,879 - Train: 93.69% [1172100/1251000] [936.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000059] [CE 4.376 (4.064)] [KD 2.783 (2.514)] 2024-10-15 13:38:22,519 - Train: 93.70% [1172150/1251000] [937.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000059] [CE 3.078 (4.138)] [KD 2.009 (2.552)] 2024-10-15 13:38:33,952 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.108)] [top1_cnt 39020] [top5_cnt 46880] [top_all 50000] 2024-10-15 13:38:33,952 - net: 78.040 (93.760) 2024-10-15 13:38:39,889 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.107)] [top1_cnt 39306] [top5_cnt 47001] [top_all 50000] 2024-10-15 13:38:39,890 - net_E: 78.612 (94.002) 2024-10-15 13:38:40,053 - Max [top1: 78.040 (epoch: 937)] [top1-ema: 78.620 (epoch: 935)] 2024-10-15 13:38:40,053 - ==> Total time: 1 day, 23:36:23 Eta: 3:12:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:38:49,367 - Train: 93.70% [1172200/1251000] [937.0/1000.0] [batch_t 0.151 (0.201)] [data_t 0.003] [optim_t 0.148] [lr 0.000059] [CE 3.869 (4.202)] [KD 2.480 (2.607)] 2024-10-15 13:38:57,146 - Train: 93.71% [1172250/1251000] [937.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000059] [CE 3.909 (4.051)] [KD 2.329 (2.511)] 2024-10-15 13:39:04,838 - Train: 93.71% [1172300/1251000] [937.1/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000059] [CE 4.352 (4.092)] [KD 2.611 (2.506)] 2024-10-15 13:39:12,412 - Train: 93.71% [1172350/1251000] [937.1/1000.0] [batch_t 0.159 (0.151)] [data_t 0.004] [optim_t 0.155] [lr 0.000059] [CE 3.440 (4.062)] [KD 2.086 (2.529)] 2024-10-15 13:39:20,526 - Train: 93.72% [1172400/1251000] [937.2/1000.0] [batch_t 0.153 (0.162)] [data_t 0.004] [optim_t 0.149] [lr 0.000059] [CE 3.299 (4.045)] [KD 2.038 (2.512)] 2024-10-15 13:39:28,120 - Train: 93.72% [1172450/1251000] [937.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000059] [CE 4.297 (4.073)] [KD 2.532 (2.511)] 2024-10-15 13:39:35,784 - Train: 93.73% [1172500/1251000] [937.3/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000059] [CE 3.543 (4.034)] [KD 2.271 (2.507)] 2024-10-15 13:39:43,466 - Train: 93.73% [1172550/1251000] [937.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000059] [CE 4.114 (4.087)] [KD 2.540 (2.517)] 2024-10-15 13:39:51,154 - Train: 93.73% [1172600/1251000] [937.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000059] [CE 4.016 (4.146)] [KD 2.400 (2.586)] 2024-10-15 13:39:58,707 - Train: 93.74% [1172650/1251000] [937.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000059] [CE 4.148 (4.109)] [KD 2.376 (2.545)] 2024-10-15 13:40:06,635 - Train: 93.74% [1172700/1251000] [937.4/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000059] [CE 4.187 (4.100)] [KD 2.697 (2.524)] 2024-10-15 13:40:14,334 - Train: 93.75% [1172750/1251000] [937.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000059] [CE 3.763 (4.052)] [KD 2.444 (2.489)] 2024-10-15 13:40:22,021 - Train: 93.75% [1172800/1251000] [937.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000059] [CE 4.328 (4.192)] [KD 2.599 (2.586)] 2024-10-15 13:40:29,706 - Train: 93.75% [1172850/1251000] [937.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000059] [CE 4.040 (4.071)] [KD 2.462 (2.505)] 2024-10-15 13:40:37,263 - Train: 93.76% [1172900/1251000] [937.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000058] [CE 3.976 (4.094)] [KD 2.527 (2.513)] 2024-10-15 13:40:45,066 - Train: 93.76% [1172950/1251000] [937.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000058] [CE 4.104 (4.021)] [KD 2.527 (2.501)] 2024-10-15 13:40:52,736 - Train: 93.76% [1173000/1251000] [937.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000058] [CE 4.310 (4.072)] [KD 2.733 (2.521)] 2024-10-15 13:41:00,393 - Train: 93.77% [1173050/1251000] [937.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000058] [CE 3.544 (4.049)] [KD 2.303 (2.506)] 2024-10-15 13:41:08,189 - Train: 93.77% [1173100/1251000] [937.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000058] [CE 4.298 (4.156)] [KD 2.563 (2.570)] 2024-10-15 13:41:15,863 - Train: 93.78% [1173150/1251000] [937.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000058] [CE 4.082 (4.072)] [KD 2.480 (2.509)] 2024-10-15 13:41:23,402 - Train: 93.78% [1173200/1251000] [937.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000058] [CE 3.727 (4.040)] [KD 2.359 (2.512)] 2024-10-15 13:41:31,317 - Train: 93.78% [1173250/1251000] [937.8/1000.0] [batch_t 0.147 (0.158)] [data_t 0.003] [optim_t 0.144] [lr 0.000058] [CE 4.255 (4.085)] [KD 2.493 (2.493)] 2024-10-15 13:41:38,886 - Train: 93.79% [1173300/1251000] [937.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000058] [CE 3.847 (4.047)] [KD 2.586 (2.517)] 2024-10-15 13:41:46,639 - Train: 93.79% [1173350/1251000] [937.9/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000058] [CE 4.248 (4.172)] [KD 2.684 (2.566)] 2024-10-15 13:41:54,205 - Train: 93.80% [1173400/1251000] [938.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000058] [CE 3.697 (4.085)] [KD 2.380 (2.535)] 2024-10-15 13:42:05,690 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39014] [top5_cnt 46868] [top_all 50000] 2024-10-15 13:42:05,690 - net: 78.028 (93.736) 2024-10-15 13:42:11,744 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39313] [top5_cnt 46992] [top_all 50000] 2024-10-15 13:42:11,745 - net_E: 78.626 (93.984) 2024-10-15 13:42:11,893 - Max [top1: 78.040 (epoch: 937)] [top1-ema: 78.626 (epoch: 938)] 2024-10-15 13:42:11,893 - ==> Total time: 1 day, 23:39:55 Eta: 3:09:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:42:19,704 - Train: 93.80% [1173450/1251000] [938.0/1000.0] [batch_t 0.148 (0.195)] [data_t 0.004] [optim_t 0.144] [lr 0.000058] [CE 4.127 (4.110)] [KD 2.578 (2.536)] 2024-10-15 13:42:27,375 - Train: 93.80% [1173500/1251000] [938.0/1000.0] [batch_t 0.155 (0.153)] [data_t 0.003] [optim_t 0.152] [lr 0.000058] [CE 3.891 (4.187)] [KD 2.407 (2.580)] 2024-10-15 13:42:34,941 - Train: 93.81% [1173550/1251000] [938.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000058] [CE 4.292 (4.087)] [KD 2.690 (2.516)] 2024-10-15 13:42:42,909 - Train: 93.81% [1173600/1251000] [938.1/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000058] [CE 4.190 (4.072)] [KD 2.636 (2.528)] 2024-10-15 13:42:50,628 - Train: 93.82% [1173650/1251000] [938.2/1000.0] [batch_t 0.159 (0.154)] [data_t 0.004] [optim_t 0.155] [lr 0.000058] [CE 4.049 (4.054)] [KD 2.338 (2.497)] 2024-10-15 13:42:58,216 - Train: 93.82% [1173700/1251000] [938.2/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000058] [CE 4.097 (4.064)] [KD 2.538 (2.504)] 2024-10-15 13:43:05,985 - Train: 93.82% [1173750/1251000] [938.2/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000058] [CE 4.251 (4.073)] [KD 2.644 (2.509)] 2024-10-15 13:43:13,819 - Train: 93.83% [1173800/1251000] [938.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000058] [CE 4.000 (4.028)] [KD 2.516 (2.496)] 2024-10-15 13:43:21,398 - Train: 93.83% [1173850/1251000] [938.3/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000058] [CE 4.413 (4.013)] [KD 2.663 (2.479)] 2024-10-15 13:43:29,075 - Train: 93.84% [1173900/1251000] [938.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000058] [CE 3.771 (4.022)] [KD 2.306 (2.475)] 2024-10-15 13:43:36,778 - Train: 93.84% [1173950/1251000] [938.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000058] [CE 3.853 (4.068)] [KD 2.283 (2.513)] 2024-10-15 13:43:44,798 - Train: 93.84% [1174000/1251000] [938.4/1000.0] [batch_t 0.154 (0.160)] [data_t 0.004] [optim_t 0.150] [lr 0.000058] [CE 3.873 (4.024)] [KD 2.562 (2.510)] 2024-10-15 13:43:52,575 - Train: 93.85% [1174050/1251000] [938.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.000058] [CE 3.980 (4.041)] [KD 2.524 (2.480)] 2024-10-15 13:44:00,366 - Train: 93.85% [1174100/1251000] [938.5/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000058] [CE 3.841 (4.022)] [KD 2.306 (2.496)] 2024-10-15 13:44:08,176 - Train: 93.86% [1174150/1251000] [938.6/1000.0] [batch_t 0.243 (0.156)] [data_t 0.003] [optim_t 0.240] [lr 0.000058] [CE 4.024 (4.054)] [KD 2.480 (2.519)] 2024-10-15 13:44:15,869 - Train: 93.86% [1174200/1251000] [938.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000058] [CE 4.503 (4.051)] [KD 2.734 (2.500)] 2024-10-15 13:44:23,483 - Train: 93.86% [1174250/1251000] [938.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000057] [CE 4.400 (4.045)] [KD 2.528 (2.520)] 2024-10-15 13:44:31,193 - Train: 93.87% [1174300/1251000] [938.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000057] [CE 4.172 (4.011)] [KD 2.452 (2.456)] 2024-10-15 13:44:39,020 - Train: 93.87% [1174350/1251000] [938.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000057] [CE 3.610 (4.075)] [KD 2.367 (2.508)] 2024-10-15 13:44:46,595 - Train: 93.88% [1174400/1251000] [938.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000057] [CE 4.321 (4.014)] [KD 2.512 (2.481)] 2024-10-15 13:44:54,537 - Train: 93.88% [1174450/1251000] [938.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000057] [CE 3.896 (4.037)] [KD 2.425 (2.511)] 2024-10-15 13:45:02,346 - Train: 93.88% [1174500/1251000] [938.8/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000057] [CE 3.635 (4.066)] [KD 2.294 (2.517)] 2024-10-15 13:45:10,117 - Train: 93.89% [1174550/1251000] [938.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000057] [CE 4.029 (4.096)] [KD 2.577 (2.545)] 2024-10-15 13:45:17,902 - Train: 93.89% [1174600/1251000] [938.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000057] [CE 4.272 (4.098)] [KD 2.626 (2.547)] 2024-10-15 13:45:25,849 - Train: 93.90% [1174650/1251000] [939.0/1000.0] [batch_t 0.148 (0.159)] [data_t 0.004] [optim_t 0.144] [lr 0.000057] [CE 3.866 (4.031)] [KD 2.348 (2.494)] 2024-10-15 13:45:37,328 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39092] [top5_cnt 46935] [top_all 50000] 2024-10-15 13:45:37,329 - net: 78.184 (93.870) 2024-10-15 13:45:43,128 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.105)] [top1_cnt 39319] [top5_cnt 46978] [top_all 50000] 2024-10-15 13:45:43,128 - net_E: 78.638 (93.956) 2024-10-15 13:45:43,261 - Max [top1: 78.184 (epoch: 939)] [top1-ema: 78.638 (epoch: 939)] 2024-10-15 13:45:43,262 - ==> Total time: 1 day, 23:43:26 Eta: 3:06:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:45:51,707 - Train: 93.90% [1174700/1251000] [939.0/1000.0] [batch_t 0.149 (0.187)] [data_t 0.004] [optim_t 0.145] [lr 0.000057] [CE 4.052 (4.109)] [KD 2.508 (2.553)] 2024-10-15 13:45:59,467 - Train: 93.90% [1174750/1251000] [939.0/1000.0] [batch_t 0.161 (0.155)] [data_t 0.003] [optim_t 0.158] [lr 0.000057] [CE 4.223 (4.120)] [KD 2.667 (2.553)] 2024-10-15 13:46:07,292 - Train: 93.91% [1174800/1251000] [939.1/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000057] [CE 3.865 (4.093)] [KD 2.529 (2.523)] 2024-10-15 13:46:15,038 - Train: 93.91% [1174850/1251000] [939.1/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000057] [CE 3.829 (4.045)] [KD 2.395 (2.512)] 2024-10-15 13:46:22,553 - Train: 93.92% [1174900/1251000] [939.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000057] [CE 4.233 (4.093)] [KD 2.716 (2.521)] 2024-10-15 13:46:30,328 - Train: 93.92% [1174950/1251000] [939.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000057] [CE 3.806 (4.041)] [KD 2.269 (2.489)] 2024-10-15 13:46:37,838 - Train: 93.92% [1175000/1251000] [939.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000057] [CE 4.199 (4.119)] [KD 2.633 (2.541)] 2024-10-15 13:46:45,661 - Train: 93.93% [1175050/1251000] [939.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000057] [CE 4.213 (4.091)] [KD 2.532 (2.518)] 2024-10-15 13:46:53,363 - Train: 93.93% [1175100/1251000] [939.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000057] [CE 3.869 (4.121)] [KD 2.496 (2.542)] 2024-10-15 13:47:00,972 - Train: 93.94% [1175150/1251000] [939.4/1000.0] [batch_t 0.268 (0.152)] [data_t 0.005] [optim_t 0.263] [lr 0.000057] [CE 4.202 (4.090)] [KD 2.684 (2.492)] 2024-10-15 13:47:08,503 - Train: 93.94% [1175200/1251000] [939.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000057] [CE 4.051 (4.105)] [KD 2.442 (2.513)] 2024-10-15 13:47:16,240 - Train: 93.94% [1175250/1251000] [939.4/1000.0] [batch_t 0.284 (0.155)] [data_t 0.003] [optim_t 0.280] [lr 0.000057] [CE 4.177 (3.980)] [KD 2.505 (2.455)] 2024-10-15 13:47:23,765 - Train: 93.95% [1175300/1251000] [939.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000057] [CE 3.923 (3.992)] [KD 2.481 (2.461)] 2024-10-15 13:47:31,414 - Train: 93.95% [1175350/1251000] [939.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000057] [CE 3.930 (4.113)] [KD 2.384 (2.530)] 2024-10-15 13:47:39,162 - Train: 93.96% [1175400/1251000] [939.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000057] [CE 3.873 (4.095)] [KD 2.416 (2.529)] 2024-10-15 13:47:46,966 - Train: 93.96% [1175450/1251000] [939.6/1000.0] [batch_t 0.287 (0.156)] [data_t 0.004] [optim_t 0.283] [lr 0.000057] [CE 4.048 (4.042)] [KD 2.567 (2.517)] 2024-10-15 13:47:54,534 - Train: 93.96% [1175500/1251000] [939.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000057] [CE 3.976 (4.107)] [KD 2.432 (2.527)] 2024-10-15 13:48:02,188 - Train: 93.97% [1175550/1251000] [939.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000057] [CE 3.665 (4.039)] [KD 2.222 (2.498)] 2024-10-15 13:48:09,887 - Train: 93.97% [1175600/1251000] [939.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000057] [CE 3.582 (4.104)] [KD 2.191 (2.526)] 2024-10-15 13:48:17,686 - Train: 93.98% [1175650/1251000] [939.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000057] [CE 4.073 (4.081)] [KD 2.630 (2.502)] 2024-10-15 13:48:25,364 - Train: 93.98% [1175700/1251000] [939.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000056] [CE 4.057 (3.990)] [KD 2.647 (2.463)] 2024-10-15 13:48:32,938 - Train: 93.98% [1175750/1251000] [939.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000056] [CE 4.322 (4.117)] [KD 2.479 (2.561)] 2024-10-15 13:48:40,670 - Train: 93.99% [1175800/1251000] [939.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000056] [CE 3.798 (4.100)] [KD 2.510 (2.524)] 2024-10-15 13:48:48,543 - Train: 93.99% [1175850/1251000] [939.9/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000056] [CE 3.392 (4.017)] [KD 2.152 (2.491)] 2024-10-15 13:48:56,131 - Train: 94.00% [1175900/1251000] [940.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000056] [CE 4.035 (4.154)] [KD 2.546 (2.556)] 2024-10-15 13:49:08,162 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39060] [top5_cnt 46892] [top_all 50000] 2024-10-15 13:49:08,162 - net: 78.120 (93.784) 2024-10-15 13:49:13,935 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39301] [top5_cnt 46993] [top_all 50000] 2024-10-15 13:49:13,936 - net_E: 78.602 (93.986) 2024-10-15 13:49:14,053 - Max [top1: 78.184 (epoch: 939)] [top1-ema: 78.638 (epoch: 939)] 2024-10-15 13:49:14,054 - ==> Total time: 1 day, 23:46:57 Eta: 3:02:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:49:17,692 - Train: 94.00% [1175950/1251000] [940.0/1000.0] [batch_t 0.163 (0.196)] [data_t 0.004] [optim_t 0.159] [lr 0.000056] [CE 4.650 (4.201)] [KD 2.887 (2.576)] 2024-10-15 13:49:25,532 - Train: 94.00% [1176000/1251000] [940.0/1000.0] [batch_t 0.149 (0.157)] [data_t 0.006] [optim_t 0.143] [lr 0.000056] [CE 4.338 (4.102)] [KD 2.662 (2.519)] 2024-10-15 13:49:33,225 - Train: 94.01% [1176050/1251000] [940.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000056] [CE 4.243 (4.058)] [KD 2.476 (2.477)] 2024-10-15 13:49:40,757 - Train: 94.01% [1176100/1251000] [940.1/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000056] [CE 3.822 (4.086)] [KD 2.400 (2.527)] 2024-10-15 13:49:48,636 - Train: 94.02% [1176150/1251000] [940.2/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000056] [CE 3.813 (4.020)] [KD 2.397 (2.475)] 2024-10-15 13:49:56,201 - Train: 94.02% [1176200/1251000] [940.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000056] [CE 4.214 (4.053)] [KD 2.674 (2.507)] 2024-10-15 13:50:03,919 - Train: 94.02% [1176250/1251000] [940.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000056] [CE 4.504 (4.069)] [KD 2.778 (2.519)] 2024-10-15 13:50:11,697 - Train: 94.03% [1176300/1251000] [940.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000056] [CE 3.507 (4.087)] [KD 2.130 (2.541)] 2024-10-15 13:50:19,532 - Train: 94.03% [1176350/1251000] [940.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000056] [CE 3.854 (4.044)] [KD 2.359 (2.496)] 2024-10-15 13:50:27,448 - Train: 94.04% [1176400/1251000] [940.4/1000.0] [batch_t 0.148 (0.158)] [data_t 0.003] [optim_t 0.145] [lr 0.000056] [CE 4.055 (4.030)] [KD 2.485 (2.499)] 2024-10-15 13:50:35,161 - Train: 94.04% [1176450/1251000] [940.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000056] [CE 3.744 (3.989)] [KD 2.374 (2.473)] 2024-10-15 13:50:42,728 - Train: 94.04% [1176500/1251000] [940.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.006] [optim_t 0.146] [lr 0.000056] [CE 4.346 (4.036)] [KD 2.660 (2.504)] 2024-10-15 13:50:50,301 - Train: 94.05% [1176550/1251000] [940.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000056] [CE 3.730 (4.053)] [KD 2.279 (2.486)] 2024-10-15 13:50:57,852 - Train: 94.05% [1176600/1251000] [940.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000056] [CE 4.008 (4.014)] [KD 2.487 (2.481)] 2024-10-15 13:51:05,667 - Train: 94.06% [1176650/1251000] [940.6/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000056] [CE 4.590 (4.098)] [KD 2.709 (2.530)] 2024-10-15 13:51:13,597 - Train: 94.06% [1176700/1251000] [940.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000056] [CE 3.931 (4.056)] [KD 2.617 (2.492)] 2024-10-15 13:51:21,383 - Train: 94.06% [1176750/1251000] [940.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000056] [CE 3.899 (4.073)] [KD 2.430 (2.515)] 2024-10-15 13:51:28,894 - Train: 94.07% [1176800/1251000] [940.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000056] [CE 3.722 (4.090)] [KD 2.154 (2.527)] 2024-10-15 13:51:36,553 - Train: 94.07% [1176850/1251000] [940.7/1000.0] [batch_t 0.142 (0.153)] [data_t 0.004] [optim_t 0.139] [lr 0.000056] [CE 3.851 (4.111)] [KD 2.506 (2.526)] 2024-10-15 13:51:44,253 - Train: 94.08% [1176900/1251000] [940.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000056] [CE 3.782 (4.084)] [KD 2.345 (2.501)] 2024-10-15 13:51:51,929 - Train: 94.08% [1176950/1251000] [940.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000056] [CE 3.681 (4.038)] [KD 2.272 (2.471)] 2024-10-15 13:51:59,757 - Train: 94.08% [1177000/1251000] [940.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000056] [CE 3.928 (4.078)] [KD 2.283 (2.507)] 2024-10-15 13:52:07,321 - Train: 94.09% [1177050/1251000] [940.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000056] [CE 4.161 (4.059)] [KD 2.490 (2.510)] 2024-10-15 13:52:14,999 - Train: 94.09% [1177100/1251000] [940.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000055] [CE 4.271 (4.010)] [KD 2.434 (2.477)] 2024-10-15 13:52:22,667 - Train: 94.10% [1177150/1251000] [941.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000055] [CE 4.240 (4.072)] [KD 2.548 (2.525)] 2024-10-15 13:52:34,638 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39028] [top5_cnt 46915] [top_all 50000] 2024-10-15 13:52:34,639 - net: 78.056 (93.830) 2024-10-15 13:52:40,662 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 39290] [top5_cnt 46997] [top_all 50000] 2024-10-15 13:52:40,663 - net_E: 78.580 (93.994) 2024-10-15 13:52:40,814 - Max [top1: 78.184 (epoch: 939)] [top1-ema: 78.638 (epoch: 939)] 2024-10-15 13:52:40,815 - ==> Total time: 1 day, 23:50:24 Eta: 2:59:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:52:44,395 - Train: 94.10% [1177200/1251000] [941.0/1000.0] [batch_t 0.152 (0.206)] [data_t 0.005] [optim_t 0.148] [lr 0.000055] [CE 4.057 (4.048)] [KD 2.416 (2.451)] 2024-10-15 13:52:52,284 - Train: 94.10% [1177250/1251000] [941.0/1000.0] [batch_t 0.160 (0.158)] [data_t 0.005] [optim_t 0.155] [lr 0.000055] [CE 3.611 (4.087)] [KD 2.383 (2.504)] 2024-10-15 13:53:00,139 - Train: 94.11% [1177300/1251000] [941.1/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000055] [CE 4.611 (4.049)] [KD 2.811 (2.497)] 2024-10-15 13:53:07,759 - Train: 94.11% [1177350/1251000] [941.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000055] [CE 4.064 (3.975)] [KD 2.461 (2.483)] 2024-10-15 13:53:15,413 - Train: 94.12% [1177400/1251000] [941.2/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000055] [CE 3.816 (4.062)] [KD 2.469 (2.507)] 2024-10-15 13:53:23,061 - Train: 94.12% [1177450/1251000] [941.2/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000055] [CE 3.862 (4.026)] [KD 2.302 (2.461)] 2024-10-15 13:53:31,253 - Train: 94.12% [1177500/1251000] [941.2/1000.0] [batch_t 0.148 (0.164)] [data_t 0.003] [optim_t 0.145] [lr 0.000055] [CE 3.899 (4.067)] [KD 2.332 (2.490)] 2024-10-15 13:53:38,859 - Train: 94.13% [1177550/1251000] [941.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000055] [CE 3.792 (4.040)] [KD 2.475 (2.502)] 2024-10-15 13:53:46,580 - Train: 94.13% [1177600/1251000] [941.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000055] [CE 3.652 (4.046)] [KD 2.221 (2.484)] 2024-10-15 13:53:54,203 - Train: 94.14% [1177650/1251000] [941.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000055] [CE 3.669 (4.013)] [KD 2.368 (2.475)] 2024-10-15 13:54:02,110 - Train: 94.14% [1177700/1251000] [941.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000055] [CE 4.272 (4.040)] [KD 2.712 (2.470)] 2024-10-15 13:54:09,876 - Train: 94.14% [1177750/1251000] [941.4/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000055] [CE 3.905 (4.030)] [KD 2.403 (2.483)] 2024-10-15 13:54:17,556 - Train: 94.15% [1177800/1251000] [941.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000055] [CE 4.340 (4.098)] [KD 2.625 (2.505)] 2024-10-15 13:54:25,295 - Train: 94.15% [1177850/1251000] [941.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000055] [CE 3.694 (4.114)] [KD 2.359 (2.534)] 2024-10-15 13:54:33,084 - Train: 94.16% [1177900/1251000] [941.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000055] [CE 3.606 (4.064)] [KD 2.175 (2.504)] 2024-10-15 13:54:40,807 - Train: 94.16% [1177950/1251000] [941.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000055] [CE 3.914 (4.108)] [KD 2.403 (2.527)] 2024-10-15 13:54:48,411 - Train: 94.16% [1178000/1251000] [941.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000055] [CE 4.123 (4.015)] [KD 2.431 (2.486)] 2024-10-15 13:54:56,166 - Train: 94.17% [1178050/1251000] [941.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000055] [CE 4.227 (4.109)] [KD 2.650 (2.518)] 2024-10-15 13:55:04,032 - Train: 94.17% [1178100/1251000] [941.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000055] [CE 3.867 (4.040)] [KD 2.520 (2.467)] 2024-10-15 13:55:11,911 - Train: 94.18% [1178150/1251000] [941.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000055] [CE 3.484 (4.035)] [KD 2.084 (2.501)] 2024-10-15 13:55:19,673 - Train: 94.18% [1178200/1251000] [941.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000055] [CE 3.756 (4.084)] [KD 2.340 (2.528)] 2024-10-15 13:55:27,223 - Train: 94.18% [1178250/1251000] [941.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000055] [CE 4.293 (4.041)] [KD 2.530 (2.486)] 2024-10-15 13:55:34,920 - Train: 94.19% [1178300/1251000] [941.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000055] [CE 4.264 (4.071)] [KD 2.769 (2.525)] 2024-10-15 13:55:42,738 - Train: 94.19% [1178350/1251000] [941.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000055] [CE 4.150 (4.073)] [KD 2.482 (2.493)] 2024-10-15 13:55:50,411 - Train: 94.20% [1178400/1251000] [942.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000055] [CE 4.230 (4.137)] [KD 2.416 (2.522)] 2024-10-15 13:56:02,629 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39033] [top5_cnt 46937] [top_all 50000] 2024-10-15 13:56:02,629 - net: 78.066 (93.874) 2024-10-15 13:56:08,522 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 39306] [top5_cnt 47002] [top_all 50000] 2024-10-15 13:56:08,522 - net_E: 78.612 (94.004) 2024-10-15 13:56:08,658 - Max [top1: 78.184 (epoch: 939)] [top1-ema: 78.638 (epoch: 939)] 2024-10-15 13:56:08,658 - ==> Total time: 1 day, 23:53:51 Eta: 2:56:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:56:12,218 - Train: 94.20% [1178450/1251000] [942.0/1000.0] [batch_t 0.146 (0.197)] [data_t 0.003] [optim_t 0.143] [lr 0.000055] [CE 3.821 (3.945)] [KD 2.228 (2.436)] 2024-10-15 13:56:19,910 - Train: 94.20% [1178500/1251000] [942.0/1000.0] [batch_t 0.282 (0.154)] [data_t 0.004] [optim_t 0.278] [lr 0.000055] [CE 4.546 (4.108)] [KD 2.648 (2.519)] 2024-10-15 13:56:27,598 - Train: 94.21% [1178550/1251000] [942.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000055] [CE 3.921 (4.002)] [KD 2.561 (2.487)] 2024-10-15 13:56:35,195 - Train: 94.21% [1178600/1251000] [942.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000054] [CE 3.812 (4.039)] [KD 2.398 (2.503)] 2024-10-15 13:56:42,963 - Train: 94.22% [1178650/1251000] [942.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000054] [CE 4.147 (4.194)] [KD 2.558 (2.559)] 2024-10-15 13:56:50,528 - Train: 94.22% [1178700/1251000] [942.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000054] [CE 3.731 (4.047)] [KD 2.296 (2.476)] 2024-10-15 13:56:58,428 - Train: 94.22% [1178750/1251000] [942.2/1000.0] [batch_t 0.162 (0.158)] [data_t 0.004] [optim_t 0.158] [lr 0.000054] [CE 4.313 (4.033)] [KD 2.650 (2.462)] 2024-10-15 13:57:06,264 - Train: 94.23% [1178800/1251000] [942.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000054] [CE 4.298 (4.026)] [KD 2.701 (2.471)] 2024-10-15 13:57:14,194 - Train: 94.23% [1178850/1251000] [942.3/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000054] [CE 4.295 (4.037)] [KD 2.677 (2.491)] 2024-10-15 13:57:22,199 - Train: 94.24% [1178900/1251000] [942.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000054] [CE 4.074 (4.062)] [KD 2.515 (2.490)] 2024-10-15 13:57:29,842 - Train: 94.24% [1178950/1251000] [942.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000054] [CE 3.840 (4.053)] [KD 2.387 (2.497)] 2024-10-15 13:57:37,597 - Train: 94.24% [1179000/1251000] [942.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000054] [CE 4.171 (4.067)] [KD 2.615 (2.510)] 2024-10-15 13:57:45,341 - Train: 94.25% [1179050/1251000] [942.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000054] [CE 3.771 (4.013)] [KD 2.384 (2.442)] 2024-10-15 13:57:53,093 - Train: 94.25% [1179100/1251000] [942.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000054] [CE 3.325 (4.026)] [KD 2.171 (2.468)] 2024-10-15 13:58:00,695 - Train: 94.26% [1179150/1251000] [942.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.148] [lr 0.000054] [CE 3.921 (4.069)] [KD 2.230 (2.518)] 2024-10-15 13:58:08,407 - Train: 94.26% [1179200/1251000] [942.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000054] [CE 4.053 (4.072)] [KD 2.356 (2.523)] 2024-10-15 13:58:16,149 - Train: 94.26% [1179250/1251000] [942.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000054] [CE 4.184 (3.980)] [KD 2.531 (2.462)] 2024-10-15 13:58:24,218 - Train: 94.27% [1179300/1251000] [942.7/1000.0] [batch_t 0.150 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000054] [CE 3.651 (4.034)] [KD 2.095 (2.495)] 2024-10-15 13:58:31,901 - Train: 94.27% [1179350/1251000] [942.7/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000054] [CE 4.144 (4.061)] [KD 2.553 (2.475)] 2024-10-15 13:58:39,595 - Train: 94.28% [1179400/1251000] [942.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000054] [CE 3.958 (4.070)] [KD 2.491 (2.500)] 2024-10-15 13:58:47,180 - Train: 94.28% [1179450/1251000] [942.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000054] [CE 4.188 (4.121)] [KD 2.508 (2.521)] 2024-10-15 13:58:54,936 - Train: 94.28% [1179500/1251000] [942.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000054] [CE 4.109 (4.115)] [KD 2.488 (2.516)] 2024-10-15 13:59:02,516 - Train: 94.29% [1179550/1251000] [942.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000054] [CE 4.396 (4.066)] [KD 2.537 (2.493)] 2024-10-15 13:59:10,294 - Train: 94.29% [1179600/1251000] [942.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.000054] [CE 3.878 (4.023)] [KD 2.588 (2.467)] 2024-10-15 13:59:18,089 - Train: 94.30% [1179650/1251000] [943.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000054] [CE 4.317 (4.089)] [KD 2.705 (2.505)] 2024-10-15 13:59:30,314 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 39085] [top5_cnt 46900] [top_all 50000] 2024-10-15 13:59:30,314 - net: 78.170 (93.800) 2024-10-15 13:59:36,159 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 39308] [top5_cnt 47010] [top_all 50000] 2024-10-15 13:59:36,160 - net_E: 78.616 (94.020) 2024-10-15 13:59:36,304 - Max [top1: 78.184 (epoch: 939)] [top1-ema: 78.638 (epoch: 939)] 2024-10-15 13:59:36,304 - ==> Total time: 1 day, 23:57:19 Eta: 2:53:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 13:59:39,760 - Train: 94.30% [1179700/1251000] [943.0/1000.0] [batch_t 0.148 (0.219)] [data_t 0.003] [optim_t 0.145] [lr 0.000054] [CE 4.131 (4.035)] [KD 2.526 (2.493)] 2024-10-15 13:59:47,564 - Train: 94.30% [1179750/1251000] [943.0/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.151] [lr 0.000054] [CE 4.490 (4.011)] [KD 2.787 (2.470)] 2024-10-15 13:59:55,206 - Train: 94.31% [1179800/1251000] [943.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000054] [CE 4.083 (4.066)] [KD 2.316 (2.491)] 2024-10-15 14:00:03,037 - Train: 94.31% [1179850/1251000] [943.1/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000054] [CE 4.363 (4.013)] [KD 2.729 (2.454)] 2024-10-15 14:00:11,003 - Train: 94.32% [1179900/1251000] [943.2/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000054] [CE 3.596 (4.010)] [KD 2.217 (2.467)] 2024-10-15 14:00:18,685 - Train: 94.32% [1179950/1251000] [943.2/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000054] [CE 4.074 (4.041)] [KD 2.448 (2.479)] 2024-10-15 14:00:26,315 - Train: 94.32% [1180000/1251000] [943.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000054] [CE 4.361 (4.108)] [KD 2.646 (2.516)] 2024-10-15 14:00:34,112 - Train: 94.33% [1180050/1251000] [943.3/1000.0] [batch_t 0.159 (0.156)] [data_t 0.003] [optim_t 0.156] [lr 0.000054] [CE 4.069 (4.057)] [KD 2.605 (2.493)] 2024-10-15 14:00:41,805 - Train: 94.33% [1180100/1251000] [943.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000053] [CE 4.430 (4.063)] [KD 2.610 (2.467)] 2024-10-15 14:00:49,577 - Train: 94.34% [1180150/1251000] [943.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000053] [CE 3.857 (4.061)] [KD 2.436 (2.489)] 2024-10-15 14:00:57,381 - Train: 94.34% [1180200/1251000] [943.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000053] [CE 4.291 (4.066)] [KD 2.710 (2.481)] 2024-10-15 14:01:05,013 - Train: 94.34% [1180250/1251000] [943.4/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000053] [CE 3.850 (4.085)] [KD 2.300 (2.524)] 2024-10-15 14:01:12,696 - Train: 94.35% [1180300/1251000] [943.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000053] [CE 4.197 (4.032)] [KD 2.641 (2.503)] 2024-10-15 14:01:20,652 - Train: 94.35% [1180350/1251000] [943.5/1000.0] [batch_t 0.164 (0.159)] [data_t 0.005] [optim_t 0.159] [lr 0.000053] [CE 3.667 (4.032)] [KD 2.400 (2.469)] 2024-10-15 14:01:28,372 - Train: 94.36% [1180400/1251000] [943.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000053] [CE 4.066 (4.107)] [KD 2.351 (2.514)] 2024-10-15 14:01:36,131 - Train: 94.36% [1180450/1251000] [943.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000053] [CE 4.162 (4.103)] [KD 2.538 (2.526)] 2024-10-15 14:01:44,061 - Train: 94.36% [1180500/1251000] [943.6/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000053] [CE 3.648 (4.070)] [KD 2.195 (2.478)] 2024-10-15 14:01:51,723 - Train: 94.37% [1180550/1251000] [943.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000053] [CE 4.421 (4.135)] [KD 2.564 (2.537)] 2024-10-15 14:01:59,478 - Train: 94.37% [1180600/1251000] [943.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000053] [CE 4.212 (4.051)] [KD 2.635 (2.472)] 2024-10-15 14:02:07,086 - Train: 94.38% [1180650/1251000] [943.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000053] [CE 3.674 (4.028)] [KD 2.226 (2.505)] 2024-10-15 14:02:14,740 - Train: 94.38% [1180700/1251000] [943.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000053] [CE 3.732 (4.032)] [KD 2.286 (2.479)] 2024-10-15 14:02:22,478 - Train: 94.38% [1180750/1251000] [943.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000053] [CE 4.735 (4.158)] [KD 2.631 (2.534)] 2024-10-15 14:02:30,113 - Train: 94.39% [1180800/1251000] [943.9/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000053] [CE 4.269 (4.043)] [KD 2.651 (2.482)] 2024-10-15 14:02:37,915 - Train: 94.39% [1180850/1251000] [943.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000053] [CE 4.424 (4.081)] [KD 2.914 (2.507)] 2024-10-15 14:02:45,626 - Train: 94.40% [1180900/1251000] [944.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000053] [CE 3.451 (3.988)] [KD 2.292 (2.465)] 2024-10-15 14:02:58,140 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 39074] [top5_cnt 46917] [top_all 50000] 2024-10-15 14:02:58,140 - net: 78.148 (93.834) 2024-10-15 14:03:03,952 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39341] [top5_cnt 47003] [top_all 50000] 2024-10-15 14:03:03,952 - net_E: 78.682 (94.006) 2024-10-15 14:03:04,110 - Max [top1: 78.184 (epoch: 939)] [top1-ema: 78.682 (epoch: 944)] 2024-10-15 14:03:04,110 - ==> Total time: 2 days, 0:00:47 Eta: 2:50:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:03:14,216 - Train: 94.40% [1180950/1251000] [944.0/1000.0] [batch_t 0.148 (0.230)] [data_t 0.004] [optim_t 0.144] [lr 0.000053] [CE 4.271 (4.076)] [KD 2.698 (2.457)] 2024-10-15 14:03:21,952 - Train: 94.40% [1181000/1251000] [944.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000053] [CE 4.213 (4.093)] [KD 2.528 (2.520)] 2024-10-15 14:03:29,687 - Train: 94.41% [1181050/1251000] [944.1/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000053] [CE 4.029 (4.057)] [KD 2.437 (2.480)] 2024-10-15 14:03:37,395 - Train: 94.41% [1181100/1251000] [944.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000053] [CE 4.409 (4.059)] [KD 2.584 (2.499)] 2024-10-15 14:03:45,215 - Train: 94.42% [1181150/1251000] [944.2/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000053] [CE 4.118 (4.127)] [KD 2.669 (2.543)] 2024-10-15 14:03:52,934 - Train: 94.42% [1181200/1251000] [944.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000053] [CE 3.907 (4.070)] [KD 2.331 (2.503)] 2024-10-15 14:04:00,531 - Train: 94.42% [1181250/1251000] [944.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000053] [CE 4.115 (4.070)] [KD 2.525 (2.499)] 2024-10-15 14:04:08,241 - Train: 94.43% [1181300/1251000] [944.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000053] [CE 3.781 (4.038)] [KD 2.320 (2.464)] 2024-10-15 14:04:15,791 - Train: 94.43% [1181350/1251000] [944.3/1000.0] [batch_t 0.147 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000053] [CE 4.554 (4.064)] [KD 2.748 (2.461)] 2024-10-15 14:04:23,483 - Train: 94.44% [1181400/1251000] [944.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000053] [CE 3.939 (4.027)] [KD 2.339 (2.474)] 2024-10-15 14:04:31,471 - Train: 94.44% [1181450/1251000] [944.4/1000.0] [batch_t 0.145 (0.160)] [data_t 0.004] [optim_t 0.141] [lr 0.000053] [CE 4.164 (4.052)] [KD 2.711 (2.497)] 2024-10-15 14:04:38,993 - Train: 94.44% [1181500/1251000] [944.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.147] [lr 0.000053] [CE 4.238 (4.059)] [KD 2.492 (2.512)] 2024-10-15 14:04:46,751 - Train: 94.45% [1181550/1251000] [944.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.006] [optim_t 0.143] [lr 0.000053] [CE 4.167 (4.034)] [KD 2.574 (2.470)] 2024-10-15 14:04:54,249 - Train: 94.45% [1181600/1251000] [944.5/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000052] [CE 4.233 (4.084)] [KD 2.706 (2.499)] 2024-10-15 14:05:01,785 - Train: 94.46% [1181650/1251000] [944.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000052] [CE 4.089 (4.007)] [KD 2.496 (2.474)] 2024-10-15 14:05:09,552 - Train: 94.46% [1181700/1251000] [944.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000052] [CE 4.152 (4.064)] [KD 2.393 (2.471)] 2024-10-15 14:05:17,218 - Train: 94.46% [1181750/1251000] [944.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000052] [CE 4.226 (3.990)] [KD 2.463 (2.429)] 2024-10-15 14:05:24,990 - Train: 94.47% [1181800/1251000] [944.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000052] [CE 4.115 (4.104)] [KD 2.583 (2.520)] 2024-10-15 14:05:32,481 - Train: 94.47% [1181850/1251000] [944.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000052] [CE 3.993 (4.047)] [KD 2.503 (2.483)] 2024-10-15 14:05:40,083 - Train: 94.48% [1181900/1251000] [944.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000052] [CE 4.630 (4.099)] [KD 2.772 (2.508)] 2024-10-15 14:05:47,725 - Train: 94.48% [1181950/1251000] [944.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000052] [CE 3.753 (4.019)] [KD 2.267 (2.475)] 2024-10-15 14:05:55,489 - Train: 94.48% [1182000/1251000] [944.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000052] [CE 4.499 (4.035)] [KD 2.519 (2.469)] 2024-10-15 14:06:03,055 - Train: 94.49% [1182050/1251000] [944.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000052] [CE 4.426 (4.131)] [KD 2.623 (2.518)] 2024-10-15 14:06:10,904 - Train: 94.49% [1182100/1251000] [944.9/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.155] [lr 0.000052] [CE 4.215 (4.082)] [KD 2.664 (2.504)] 2024-10-15 14:06:18,550 - Train: 94.50% [1182150/1251000] [945.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000052] [CE 4.005 (4.130)] [KD 2.576 (2.537)] 2024-10-15 14:06:30,965 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 39136] [top5_cnt 46934] [top_all 50000] 2024-10-15 14:06:30,966 - net: 78.272 (93.868) 2024-10-15 14:06:36,784 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 39350] [top5_cnt 47009] [top_all 50000] 2024-10-15 14:06:36,785 - net_E: 78.700 (94.018) 2024-10-15 14:06:36,958 - Max [top1: 78.272 (epoch: 945)] [top1-ema: 78.700 (epoch: 945)] 2024-10-15 14:06:36,958 - ==> Total time: 2 days, 0:04:20 Eta: 2:47:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:06:46,220 - Train: 94.50% [1182200/1251000] [945.0/1000.0] [batch_t 0.150 (0.253)] [data_t 0.005] [optim_t 0.145] [lr 0.000052] [CE 3.945 (4.118)] [KD 2.339 (2.457)] 2024-10-15 14:06:54,093 - Train: 94.50% [1182250/1251000] [945.0/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000052] [CE 4.319 (4.018)] [KD 2.566 (2.457)] 2024-10-15 14:07:01,796 - Train: 94.51% [1182300/1251000] [945.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000052] [CE 4.019 (4.090)] [KD 2.431 (2.514)] 2024-10-15 14:07:09,549 - Train: 94.51% [1182350/1251000] [945.1/1000.0] [batch_t 0.161 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.000052] [CE 4.042 (4.116)] [KD 2.402 (2.526)] 2024-10-15 14:07:17,387 - Train: 94.52% [1182400/1251000] [945.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000052] [CE 4.274 (4.005)] [KD 2.449 (2.438)] 2024-10-15 14:07:24,946 - Train: 94.52% [1182450/1251000] [945.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000052] [CE 4.047 (4.118)] [KD 2.575 (2.531)] 2024-10-15 14:07:32,668 - Train: 94.52% [1182500/1251000] [945.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000052] [CE 4.140 (4.044)] [KD 2.509 (2.480)] 2024-10-15 14:07:40,396 - Train: 94.53% [1182550/1251000] [945.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000052] [CE 3.954 (4.085)] [KD 2.397 (2.504)] 2024-10-15 14:07:48,110 - Train: 94.53% [1182600/1251000] [945.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000052] [CE 4.350 (4.056)] [KD 2.611 (2.498)] 2024-10-15 14:07:55,743 - Train: 94.54% [1182650/1251000] [945.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000052] [CE 3.715 (3.971)] [KD 2.330 (2.448)] 2024-10-15 14:08:03,521 - Train: 94.54% [1182700/1251000] [945.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000052] [CE 3.954 (4.012)] [KD 2.419 (2.453)] 2024-10-15 14:08:11,476 - Train: 94.54% [1182750/1251000] [945.4/1000.0] [batch_t 0.149 (0.159)] [data_t 0.003] [optim_t 0.146] [lr 0.000052] [CE 4.157 (4.030)] [KD 2.716 (2.472)] 2024-10-15 14:08:19,273 - Train: 94.55% [1182800/1251000] [945.5/1000.0] [batch_t 0.166 (0.156)] [data_t 0.004] [optim_t 0.162] [lr 0.000052] [CE 4.132 (4.106)] [KD 2.548 (2.526)] 2024-10-15 14:08:26,863 - Train: 94.55% [1182850/1251000] [945.5/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000052] [CE 4.270 (4.089)] [KD 2.487 (2.504)] 2024-10-15 14:08:34,653 - Train: 94.56% [1182900/1251000] [945.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000052] [CE 4.319 (3.992)] [KD 2.538 (2.439)] 2024-10-15 14:08:42,359 - Train: 94.56% [1182950/1251000] [945.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000052] [CE 4.242 (4.149)] [KD 2.563 (2.530)] 2024-10-15 14:08:50,077 - Train: 94.56% [1183000/1251000] [945.6/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000052] [CE 4.201 (3.985)] [KD 2.802 (2.441)] 2024-10-15 14:08:57,655 - Train: 94.57% [1183050/1251000] [945.7/1000.0] [batch_t 0.156 (0.151)] [data_t 0.005] [optim_t 0.151] [lr 0.000052] [CE 3.772 (3.983)] [KD 2.378 (2.458)] 2024-10-15 14:09:05,402 - Train: 94.57% [1183100/1251000] [945.7/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000052] [CE 4.303 (4.088)] [KD 2.626 (2.492)] 2024-10-15 14:09:13,462 - Train: 94.58% [1183150/1251000] [945.8/1000.0] [batch_t 0.155 (0.161)] [data_t 0.003] [optim_t 0.152] [lr 0.000052] [CE 3.778 (4.062)] [KD 2.253 (2.476)] 2024-10-15 14:09:21,195 - Train: 94.58% [1183200/1251000] [945.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000051] [CE 4.170 (4.117)] [KD 2.268 (2.508)] 2024-10-15 14:09:28,811 - Train: 94.58% [1183250/1251000] [945.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000051] [CE 3.709 (4.067)] [KD 2.273 (2.489)] 2024-10-15 14:09:36,347 - Train: 94.59% [1183300/1251000] [945.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000051] [CE 4.221 (4.062)] [KD 2.515 (2.479)] 2024-10-15 14:09:43,983 - Train: 94.59% [1183350/1251000] [945.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000051] [CE 3.646 (4.078)] [KD 2.359 (2.489)] 2024-10-15 14:09:51,652 - Train: 94.60% [1183400/1251000] [946.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 4.272 (4.144)] [KD 2.826 (2.520)] 2024-10-15 14:10:04,465 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 39029] [top5_cnt 46942] [top_all 50000] 2024-10-15 14:10:04,466 - net: 78.058 (93.884) 2024-10-15 14:10:10,260 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39357] [top5_cnt 47009] [top_all 50000] 2024-10-15 14:10:10,261 - net_E: 78.714 (94.018) 2024-10-15 14:10:10,429 - Max [top1: 78.272 (epoch: 945)] [top1-ema: 78.714 (epoch: 946)] 2024-10-15 14:10:10,429 - ==> Total time: 2 days, 0:07:53 Eta: 2:44:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:10:18,550 - Train: 94.60% [1183450/1251000] [946.0/1000.0] [batch_t 0.158 (0.268)] [data_t 0.003] [optim_t 0.155] [lr 0.000051] [CE 3.919 (4.180)] [KD 2.478 (2.585)] 2024-10-15 14:10:26,287 - Train: 94.60% [1183500/1251000] [946.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000051] [CE 3.305 (4.057)] [KD 1.984 (2.497)] 2024-10-15 14:10:34,198 - Train: 94.61% [1183550/1251000] [946.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000051] [CE 4.146 (4.044)] [KD 2.502 (2.465)] 2024-10-15 14:10:41,785 - Train: 94.61% [1183600/1251000] [946.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000051] [CE 4.083 (4.061)] [KD 2.657 (2.481)] 2024-10-15 14:10:49,488 - Train: 94.62% [1183650/1251000] [946.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000051] [CE 3.571 (3.983)] [KD 2.201 (2.434)] 2024-10-15 14:10:57,091 - Train: 94.62% [1183700/1251000] [946.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000051] [CE 3.611 (4.017)] [KD 2.331 (2.479)] 2024-10-15 14:11:04,645 - Train: 94.62% [1183750/1251000] [946.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000051] [CE 4.570 (4.100)] [KD 2.928 (2.510)] 2024-10-15 14:11:12,287 - Train: 94.63% [1183800/1251000] [946.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000051] [CE 3.952 (4.044)] [KD 2.353 (2.463)] 2024-10-15 14:11:20,200 - Train: 94.63% [1183850/1251000] [946.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000051] [CE 4.372 (4.153)] [KD 2.515 (2.545)] 2024-10-15 14:11:27,739 - Train: 94.64% [1183900/1251000] [946.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000051] [CE 3.625 (4.020)] [KD 2.242 (2.447)] 2024-10-15 14:11:35,517 - Train: 94.64% [1183950/1251000] [946.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000051] [CE 4.045 (4.055)] [KD 2.602 (2.472)] 2024-10-15 14:11:43,307 - Train: 94.64% [1184000/1251000] [946.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000051] [CE 4.441 (4.067)] [KD 2.645 (2.465)] 2024-10-15 14:11:50,831 - Train: 94.65% [1184050/1251000] [946.5/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000051] [CE 3.785 (4.102)] [KD 2.198 (2.522)] 2024-10-15 14:11:58,402 - Train: 94.65% [1184100/1251000] [946.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000051] [CE 4.046 (4.096)] [KD 2.463 (2.483)] 2024-10-15 14:12:06,037 - Train: 94.66% [1184150/1251000] [946.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000051] [CE 3.914 (4.063)] [KD 2.224 (2.479)] 2024-10-15 14:12:13,732 - Train: 94.66% [1184200/1251000] [946.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000051] [CE 4.098 (4.031)] [KD 2.589 (2.460)] 2024-10-15 14:12:21,464 - Train: 94.66% [1184250/1251000] [946.6/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000051] [CE 4.416 (4.059)] [KD 2.622 (2.471)] 2024-10-15 14:12:29,253 - Train: 94.67% [1184300/1251000] [946.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 3.952 (4.068)] [KD 2.400 (2.495)] 2024-10-15 14:12:37,033 - Train: 94.67% [1184350/1251000] [946.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000051] [CE 3.803 (4.106)] [KD 2.353 (2.507)] 2024-10-15 14:12:44,902 - Train: 94.68% [1184400/1251000] [946.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000051] [CE 3.663 (4.016)] [KD 2.359 (2.474)] 2024-10-15 14:12:52,472 - Train: 94.68% [1184450/1251000] [946.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 3.894 (4.082)] [KD 2.402 (2.501)] 2024-10-15 14:13:00,023 - Train: 94.68% [1184500/1251000] [946.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000051] [CE 3.847 (4.070)] [KD 2.450 (2.472)] 2024-10-15 14:13:07,623 - Train: 94.69% [1184550/1251000] [946.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000051] [CE 4.161 (4.068)] [KD 2.513 (2.482)] 2024-10-15 14:13:15,202 - Train: 94.69% [1184600/1251000] [946.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000051] [CE 4.199 (4.119)] [KD 2.525 (2.526)] 2024-10-15 14:13:23,225 - Train: 94.70% [1184650/1251000] [947.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 3.847 (4.076)] [KD 2.327 (2.483)] 2024-10-15 14:13:36,089 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39039] [top5_cnt 46862] [top_all 50000] 2024-10-15 14:13:36,090 - net: 78.078 (93.724) 2024-10-15 14:13:42,063 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39342] [top5_cnt 47019] [top_all 50000] 2024-10-15 14:13:42,063 - net_E: 78.684 (94.038) 2024-10-15 14:13:42,239 - Max [top1: 78.272 (epoch: 945)] [top1-ema: 78.714 (epoch: 946)] 2024-10-15 14:13:42,239 - ==> Total time: 2 days, 0:11:25 Eta: 2:41:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:13:44,866 - Train: 94.70% [1184700/1251000] [947.0/1000.0] [batch_t 0.156 (0.300)] [data_t 0.004] [optim_t 0.152] [lr 0.000051] [CE 4.272 (4.078)] [KD 2.658 (2.461)] 2024-10-15 14:13:52,627 - Train: 94.70% [1184750/1251000] [947.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000051] [CE 4.094 (4.030)] [KD 2.472 (2.465)] 2024-10-15 14:14:00,410 - Train: 94.71% [1184800/1251000] [947.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.000050] [CE 4.418 (4.059)] [KD 2.679 (2.471)] 2024-10-15 14:14:08,220 - Train: 94.71% [1184850/1251000] [947.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.152] [lr 0.000050] [CE 3.936 (4.093)] [KD 2.328 (2.505)] 2024-10-15 14:14:15,993 - Train: 94.72% [1184900/1251000] [947.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000050] [CE 3.655 (4.090)] [KD 2.346 (2.490)] 2024-10-15 14:14:23,613 - Train: 94.72% [1184950/1251000] [947.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000050] [CE 3.961 (4.022)] [KD 2.370 (2.439)] 2024-10-15 14:14:31,367 - Train: 94.72% [1185000/1251000] [947.2/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000050] [CE 4.240 (4.009)] [KD 2.601 (2.466)] 2024-10-15 14:14:39,090 - Train: 94.73% [1185050/1251000] [947.3/1000.0] [batch_t 0.158 (0.154)] [data_t 0.003] [optim_t 0.156] [lr 0.000050] [CE 4.142 (4.065)] [KD 2.618 (2.480)] 2024-10-15 14:14:46,902 - Train: 94.73% [1185100/1251000] [947.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000050] [CE 4.232 (4.042)] [KD 2.665 (2.481)] 2024-10-15 14:14:54,732 - Train: 94.74% [1185150/1251000] [947.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000050] [CE 3.979 (4.027)] [KD 2.453 (2.440)] 2024-10-15 14:15:02,423 - Train: 94.74% [1185200/1251000] [947.4/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.151] [lr 0.000050] [CE 3.601 (4.073)] [KD 2.225 (2.482)] 2024-10-15 14:15:10,244 - Train: 94.74% [1185250/1251000] [947.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000050] [CE 3.923 (4.114)] [KD 2.522 (2.514)] 2024-10-15 14:15:17,852 - Train: 94.75% [1185300/1251000] [947.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000050] [CE 3.800 (4.032)] [KD 2.324 (2.454)] 2024-10-15 14:15:25,443 - Train: 94.75% [1185350/1251000] [947.5/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000050] [CE 4.133 (4.054)] [KD 2.605 (2.473)] 2024-10-15 14:15:33,111 - Train: 94.76% [1185400/1251000] [947.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000050] [CE 4.154 (4.009)] [KD 2.459 (2.463)] 2024-10-15 14:15:40,960 - Train: 94.76% [1185450/1251000] [947.6/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000050] [CE 3.682 (4.012)] [KD 2.417 (2.460)] 2024-10-15 14:15:48,753 - Train: 94.76% [1185500/1251000] [947.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000050] [CE 3.156 (4.063)] [KD 2.107 (2.484)] 2024-10-15 14:15:56,455 - Train: 94.77% [1185550/1251000] [947.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000050] [CE 4.334 (4.027)] [KD 2.571 (2.462)] 2024-10-15 14:16:04,153 - Train: 94.77% [1185600/1251000] [947.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000050] [CE 3.610 (4.118)] [KD 2.220 (2.485)] 2024-10-15 14:16:11,897 - Train: 94.78% [1185650/1251000] [947.8/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000050] [CE 3.531 (3.993)] [KD 2.275 (2.446)] 2024-10-15 14:16:19,552 - Train: 94.78% [1185700/1251000] [947.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000050] [CE 4.454 (4.042)] [KD 2.840 (2.461)] 2024-10-15 14:16:27,074 - Train: 94.78% [1185750/1251000] [947.8/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000050] [CE 3.992 (4.055)] [KD 2.389 (2.480)] 2024-10-15 14:16:34,619 - Train: 94.79% [1185800/1251000] [947.9/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.153] [lr 0.000050] [CE 4.084 (4.055)] [KD 2.603 (2.507)] 2024-10-15 14:16:42,399 - Train: 94.79% [1185850/1251000] [947.9/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000050] [CE 4.445 (4.119)] [KD 2.616 (2.484)] 2024-10-15 14:16:49,942 - Train: 94.80% [1185900/1251000] [948.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000050] [CE 4.087 (4.024)] [KD 2.355 (2.445)] 2024-10-15 14:17:03,118 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39038] [top5_cnt 46849] [top_all 50000] 2024-10-15 14:17:03,119 - net: 78.076 (93.698) 2024-10-15 14:17:08,917 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39321] [top5_cnt 47024] [top_all 50000] 2024-10-15 14:17:08,918 - net_E: 78.642 (94.048) 2024-10-15 14:17:09,072 - Max [top1: 78.272 (epoch: 945)] [top1-ema: 78.714 (epoch: 946)] 2024-10-15 14:17:09,072 - ==> Total time: 2 days, 0:14:52 Eta: 2:38:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:17:11,374 - Train: 94.80% [1185950/1251000] [948.0/1000.0] [batch_t 0.159 (0.311)] [data_t 0.003] [optim_t 0.156] [lr 0.000050] [CE 4.445 (4.218)] [KD 2.697 (2.452)] 2024-10-15 14:17:19,204 - Train: 94.80% [1186000/1251000] [948.0/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000050] [CE 4.188 (4.074)] [KD 2.513 (2.481)] 2024-10-15 14:17:26,889 - Train: 94.81% [1186050/1251000] [948.1/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000050] [CE 3.871 (4.068)] [KD 2.361 (2.476)] 2024-10-15 14:17:34,463 - Train: 94.81% [1186100/1251000] [948.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000050] [CE 4.319 (4.033)] [KD 2.704 (2.473)] 2024-10-15 14:17:42,181 - Train: 94.82% [1186150/1251000] [948.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000050] [CE 4.621 (4.132)] [KD 2.839 (2.539)] 2024-10-15 14:17:49,878 - Train: 94.82% [1186200/1251000] [948.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000050] [CE 4.239 (4.052)] [KD 2.533 (2.485)] 2024-10-15 14:17:57,826 - Train: 94.82% [1186250/1251000] [948.2/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000050] [CE 4.305 (4.024)] [KD 2.649 (2.439)] 2024-10-15 14:18:05,764 - Train: 94.83% [1186300/1251000] [948.3/1000.0] [batch_t 0.161 (0.159)] [data_t 0.003] [optim_t 0.158] [lr 0.000050] [CE 4.243 (4.060)] [KD 2.322 (2.472)] 2024-10-15 14:18:13,608 - Train: 94.83% [1186350/1251000] [948.3/1000.0] [batch_t 0.161 (0.157)] [data_t 0.005] [optim_t 0.156] [lr 0.000050] [CE 4.036 (4.119)] [KD 2.320 (2.519)] 2024-10-15 14:18:21,591 - Train: 94.84% [1186400/1251000] [948.4/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.145] [lr 0.000049] [CE 4.711 (4.043)] [KD 3.095 (2.475)] 2024-10-15 14:18:29,345 - Train: 94.84% [1186450/1251000] [948.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000049] [CE 3.691 (4.000)] [KD 2.324 (2.463)] 2024-10-15 14:18:37,236 - Train: 94.84% [1186500/1251000] [948.4/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000049] [CE 4.292 (4.151)] [KD 2.524 (2.515)] 2024-10-15 14:18:44,880 - Train: 94.85% [1186550/1251000] [948.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000049] [CE 3.789 (4.060)] [KD 2.187 (2.471)] 2024-10-15 14:18:52,490 - Train: 94.85% [1186600/1251000] [948.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000049] [CE 4.075 (4.089)] [KD 2.354 (2.505)] 2024-10-15 14:19:00,228 - Train: 94.86% [1186650/1251000] [948.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000049] [CE 3.736 (4.032)] [KD 2.274 (2.474)] 2024-10-15 14:19:07,971 - Train: 94.86% [1186700/1251000] [948.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000049] [CE 4.399 (4.089)] [KD 2.802 (2.503)] 2024-10-15 14:19:15,687 - Train: 94.86% [1186750/1251000] [948.6/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000049] [CE 4.126 (4.107)] [KD 2.363 (2.499)] 2024-10-15 14:19:23,613 - Train: 94.87% [1186800/1251000] [948.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 4.434 (4.037)] [KD 2.649 (2.469)] 2024-10-15 14:19:31,380 - Train: 94.87% [1186850/1251000] [948.7/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000049] [CE 4.152 (4.070)] [KD 2.413 (2.478)] 2024-10-15 14:19:39,110 - Train: 94.88% [1186900/1251000] [948.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000049] [CE 3.774 (4.017)] [KD 2.288 (2.447)] 2024-10-15 14:19:46,720 - Train: 94.88% [1186950/1251000] [948.8/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000049] [CE 4.301 (4.075)] [KD 2.722 (2.483)] 2024-10-15 14:19:54,368 - Train: 94.88% [1187000/1251000] [948.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000049] [CE 3.756 (4.054)] [KD 2.133 (2.467)] 2024-10-15 14:20:02,235 - Train: 94.89% [1187050/1251000] [948.9/1000.0] [batch_t 0.147 (0.157)] [data_t 0.003] [optim_t 0.144] [lr 0.000049] [CE 3.415 (4.049)] [KD 2.097 (2.455)] 2024-10-15 14:20:09,967 - Train: 94.89% [1187100/1251000] [948.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 4.193 (4.068)] [KD 2.599 (2.483)] 2024-10-15 14:20:17,588 - Train: 94.90% [1187150/1251000] [949.0/1000.0] [batch_t 0.156 (0.152)] [data_t 0.003] [optim_t 0.153] [lr 0.000049] [CE 4.178 (3.972)] [KD 2.587 (2.418)] 2024-10-15 14:20:31,003 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39172] [top5_cnt 46907] [top_all 50000] 2024-10-15 14:20:31,003 - net: 78.344 (93.814) 2024-10-15 14:20:36,831 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 39345] [top5_cnt 47011] [top_all 50000] 2024-10-15 14:20:36,831 - net_E: 78.690 (94.022) 2024-10-15 14:20:37,009 - Max [top1: 78.344 (epoch: 949)] [top1-ema: 78.714 (epoch: 946)] 2024-10-15 14:20:37,010 - ==> Total time: 2 days, 0:18:20 Eta: 2:35:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:20:43,287 - Train: 94.90% [1187200/1251000] [949.0/1000.0] [batch_t 0.507 (0.507)] [data_t 0.330] [optim_t 0.177] [lr 0.000049] [CE 3.708 (3.708)] [KD 2.322 (2.322)] 2024-10-15 14:20:51,189 - Train: 94.90% [1187250/1251000] [949.0/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 3.974 (4.075)] [KD 2.382 (2.486)] 2024-10-15 14:20:58,868 - Train: 94.91% [1187300/1251000] [949.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000049] [CE 4.098 (4.019)] [KD 2.532 (2.431)] 2024-10-15 14:21:06,421 - Train: 94.91% [1187350/1251000] [949.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 3.538 (4.102)] [KD 2.116 (2.490)] 2024-10-15 14:21:13,993 - Train: 94.92% [1187400/1251000] [949.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000049] [CE 3.750 (4.028)] [KD 2.357 (2.459)] 2024-10-15 14:21:21,703 - Train: 94.92% [1187450/1251000] [949.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000049] [CE 3.958 (4.095)] [KD 2.403 (2.511)] 2024-10-15 14:21:29,395 - Train: 94.92% [1187500/1251000] [949.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000049] [CE 3.522 (4.125)] [KD 2.259 (2.531)] 2024-10-15 14:21:37,211 - Train: 94.93% [1187550/1251000] [949.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000049] [CE 3.894 (4.059)] [KD 2.340 (2.482)] 2024-10-15 14:21:45,080 - Train: 94.93% [1187600/1251000] [949.3/1000.0] [batch_t 0.154 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000049] [CE 3.393 (4.008)] [KD 2.112 (2.451)] 2024-10-15 14:21:52,800 - Train: 94.94% [1187650/1251000] [949.4/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000049] [CE 4.030 (4.026)] [KD 2.634 (2.472)] 2024-10-15 14:22:00,529 - Train: 94.94% [1187700/1251000] [949.4/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000049] [CE 4.187 (4.029)] [KD 2.654 (2.441)] 2024-10-15 14:22:08,161 - Train: 94.94% [1187750/1251000] [949.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000049] [CE 4.264 (4.011)] [KD 2.605 (2.466)] 2024-10-15 14:22:15,892 - Train: 94.95% [1187800/1251000] [949.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000049] [CE 3.894 (4.024)] [KD 2.429 (2.456)] 2024-10-15 14:22:23,603 - Train: 94.95% [1187850/1251000] [949.5/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000049] [CE 4.538 (4.136)] [KD 2.862 (2.509)] 2024-10-15 14:22:31,448 - Train: 94.96% [1187900/1251000] [949.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 4.366 (4.043)] [KD 2.658 (2.444)] 2024-10-15 14:22:39,199 - Train: 94.96% [1187950/1251000] [949.6/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000049] [CE 4.667 (4.007)] [KD 2.837 (2.449)] 2024-10-15 14:22:46,906 - Train: 94.96% [1188000/1251000] [949.6/1000.0] [batch_t 0.264 (0.154)] [data_t 0.004] [optim_t 0.260] [lr 0.000049] [CE 3.658 (3.951)] [KD 2.248 (2.437)] 2024-10-15 14:22:54,635 - Train: 94.97% [1188050/1251000] [949.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000049] [CE 3.932 (4.067)] [KD 2.426 (2.473)] 2024-10-15 14:23:02,439 - Train: 94.97% [1188100/1251000] [949.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.152] [lr 0.000048] [CE 4.245 (4.083)] [KD 2.648 (2.483)] 2024-10-15 14:23:10,149 - Train: 94.98% [1188150/1251000] [949.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000048] [CE 3.945 (4.061)] [KD 2.443 (2.460)] 2024-10-15 14:23:17,656 - Train: 94.98% [1188200/1251000] [949.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000048] [CE 4.416 (4.030)] [KD 2.614 (2.440)] 2024-10-15 14:23:25,182 - Train: 94.98% [1188250/1251000] [949.8/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000048] [CE 4.214 (4.098)] [KD 2.595 (2.511)] 2024-10-15 14:23:32,813 - Train: 94.99% [1188300/1251000] [949.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000048] [CE 4.166 (4.062)] [KD 2.626 (2.478)] 2024-10-15 14:23:40,504 - Train: 94.99% [1188350/1251000] [949.9/1000.0] [batch_t 0.251 (0.154)] [data_t 0.004] [optim_t 0.247] [lr 0.000048] [CE 4.121 (3.980)] [KD 2.381 (2.419)] 2024-10-15 14:23:48,270 - Train: 95.00% [1188400/1251000] [950.0/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000048] [CE 4.082 (4.063)] [KD 2.557 (2.472)] 2024-10-15 14:23:55,856 - Train: 95.00% [1188450/1251000] [950.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.006] [optim_t 0.138] [lr 0.000048] [CE 4.648 (4.085)] [KD 2.820 (2.487)] 2024-10-15 14:24:01,512 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 39235] [top5_cnt 46941] [top_all 50000] 2024-10-15 14:24:01,513 - net: 78.470 (93.882) 2024-10-15 14:24:07,375 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39368] [top5_cnt 47000] [top_all 50000] 2024-10-15 14:24:07,376 - net_E: 78.736 (94.000) 2024-10-15 14:24:07,606 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.736 (epoch: 950)] 2024-10-15 14:24:07,606 - ==> Total time: 2 days, 0:21:50 Eta: 2:32:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:24:24,509 - Train: 95.00% [1188500/1251000] [950.0/1000.0] [batch_t 0.153 (0.174)] [data_t 0.004] [optim_t 0.149] [lr 0.000048] [CE 4.017 (4.131)] [KD 2.473 (2.515)] 2024-10-15 14:24:32,044 - Train: 95.01% [1188550/1251000] [950.1/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000048] [CE 4.474 (4.067)] [KD 2.714 (2.457)] 2024-10-15 14:24:39,595 - Train: 95.01% [1188600/1251000] [950.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000048] [CE 4.350 (4.041)] [KD 2.646 (2.451)] 2024-10-15 14:24:47,157 - Train: 95.02% [1188650/1251000] [950.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000048] [CE 4.485 (4.031)] [KD 2.754 (2.463)] 2024-10-15 14:24:54,854 - Train: 95.02% [1188700/1251000] [950.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000048] [CE 4.213 (4.030)] [KD 2.442 (2.456)] 2024-10-15 14:25:02,924 - Train: 95.02% [1188750/1251000] [950.2/1000.0] [batch_t 0.159 (0.161)] [data_t 0.004] [optim_t 0.155] [lr 0.000048] [CE 4.238 (4.057)] [KD 2.617 (2.472)] 2024-10-15 14:25:10,712 - Train: 95.03% [1188800/1251000] [950.3/1000.0] [batch_t 0.158 (0.156)] [data_t 0.003] [optim_t 0.155] [lr 0.000048] [CE 4.235 (4.056)] [KD 2.551 (2.475)] 2024-10-15 14:25:18,405 - Train: 95.03% [1188850/1251000] [950.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000048] [CE 4.386 (4.061)] [KD 2.708 (2.469)] 2024-10-15 14:25:26,059 - Train: 95.04% [1188900/1251000] [950.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000048] [CE 3.750 (4.148)] [KD 2.208 (2.508)] 2024-10-15 14:25:33,685 - Train: 95.04% [1188950/1251000] [950.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000048] [CE 3.790 (4.045)] [KD 2.367 (2.459)] 2024-10-15 14:25:41,451 - Train: 95.04% [1189000/1251000] [950.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000048] [CE 4.381 (4.084)] [KD 2.643 (2.500)] 2024-10-15 14:25:49,325 - Train: 95.05% [1189050/1251000] [950.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000048] [CE 3.972 (4.070)] [KD 2.305 (2.482)] 2024-10-15 14:25:56,897 - Train: 95.05% [1189100/1251000] [950.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000048] [CE 3.575 (3.959)] [KD 2.143 (2.419)] 2024-10-15 14:26:04,760 - Train: 95.06% [1189150/1251000] [950.6/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000048] [CE 3.347 (3.977)] [KD 2.233 (2.442)] 2024-10-15 14:26:12,552 - Train: 95.06% [1189200/1251000] [950.6/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.149] [lr 0.000048] [CE 4.202 (4.019)] [KD 2.672 (2.461)] 2024-10-15 14:26:20,322 - Train: 95.06% [1189250/1251000] [950.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000048] [CE 3.759 (4.068)] [KD 2.339 (2.470)] 2024-10-15 14:26:28,030 - Train: 95.07% [1189300/1251000] [950.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000048] [CE 4.415 (4.064)] [KD 2.601 (2.483)] 2024-10-15 14:26:35,807 - Train: 95.07% [1189350/1251000] [950.7/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000048] [CE 4.230 (4.118)] [KD 2.560 (2.518)] 2024-10-15 14:26:43,273 - Train: 95.08% [1189400/1251000] [950.8/1000.0] [batch_t 0.150 (0.149)] [data_t 0.004] [optim_t 0.146] [lr 0.000048] [CE 4.374 (4.030)] [KD 2.618 (2.461)] 2024-10-15 14:26:50,781 - Train: 95.08% [1189450/1251000] [950.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000048] [CE 3.846 (4.052)] [KD 2.210 (2.474)] 2024-10-15 14:26:58,513 - Train: 95.08% [1189500/1251000] [950.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000048] [CE 4.412 (4.041)] [KD 2.543 (2.466)] 2024-10-15 14:27:06,052 - Train: 95.09% [1189550/1251000] [950.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000048] [CE 4.481 (4.156)] [KD 2.736 (2.550)] 2024-10-15 14:27:14,068 - Train: 95.09% [1189600/1251000] [950.9/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000048] [CE 4.564 (4.126)] [KD 2.712 (2.519)] 2024-10-15 14:27:21,804 - Train: 95.10% [1189650/1251000] [951.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000048] [CE 4.060 (4.008)] [KD 2.484 (2.445)] 2024-10-15 14:27:29,264 - Train: 95.10% [1189700/1251000] [951.0/1000.0] [batch_t 0.142 (0.149)] [data_t 0.003] [optim_t 0.139] [lr 0.000048] [CE 4.260 (4.111)] [KD 2.623 (2.518)] 2024-10-15 14:27:34,959 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 39124] [top5_cnt 46899] [top_all 50000] 2024-10-15 14:27:34,960 - net: 78.248 (93.798) 2024-10-15 14:27:40,799 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 39386] [top5_cnt 46998] [top_all 50000] 2024-10-15 14:27:40,799 - net_E: 78.772 (93.996) 2024-10-15 14:27:41,006 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.772 (epoch: 951)] 2024-10-15 14:27:41,006 - ==> Total time: 2 days, 0:25:24 Eta: 2:29:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:27:54,989 - Train: 95.10% [1189750/1251000] [951.0/1000.0] [batch_t 0.161 (0.162)] [data_t 0.004] [optim_t 0.157] [lr 0.000048] [CE 4.084 (4.083)] [KD 2.530 (2.473)] 2024-10-15 14:28:02,758 - Train: 95.11% [1189800/1251000] [951.1/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000048] [CE 4.066 (4.080)] [KD 2.510 (2.495)] 2024-10-15 14:28:10,425 - Train: 95.11% [1189850/1251000] [951.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000047] [CE 4.617 (4.045)] [KD 2.815 (2.449)] 2024-10-15 14:28:18,203 - Train: 95.12% [1189900/1251000] [951.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000047] [CE 3.757 (4.064)] [KD 2.260 (2.464)] 2024-10-15 14:28:26,257 - Train: 95.12% [1189950/1251000] [951.2/1000.0] [batch_t 0.155 (0.161)] [data_t 0.004] [optim_t 0.151] [lr 0.000047] [CE 3.923 (4.011)] [KD 2.409 (2.454)] 2024-10-15 14:28:34,192 - Train: 95.12% [1190000/1251000] [951.2/1000.0] [batch_t 0.153 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000047] [CE 4.005 (4.028)] [KD 2.438 (2.440)] 2024-10-15 14:28:41,784 - Train: 95.13% [1190050/1251000] [951.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000047] [CE 4.465 (4.173)] [KD 2.812 (2.530)] 2024-10-15 14:28:49,388 - Train: 95.13% [1190100/1251000] [951.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000047] [CE 4.408 (4.067)] [KD 2.805 (2.502)] 2024-10-15 14:28:56,910 - Train: 95.14% [1190150/1251000] [951.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000047] [CE 3.647 (4.056)] [KD 2.162 (2.491)] 2024-10-15 14:29:04,658 - Train: 95.14% [1190200/1251000] [951.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000047] [CE 3.659 (4.129)] [KD 2.250 (2.515)] 2024-10-15 14:29:12,474 - Train: 95.14% [1190250/1251000] [951.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000047] [CE 3.864 (4.133)] [KD 2.304 (2.517)] 2024-10-15 14:29:20,094 - Train: 95.15% [1190300/1251000] [951.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000047] [CE 4.346 (4.046)] [KD 2.593 (2.465)] 2024-10-15 14:29:28,088 - Train: 95.15% [1190350/1251000] [951.5/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.148] [lr 0.000047] [CE 4.199 (4.042)] [KD 2.610 (2.471)] 2024-10-15 14:29:35,805 - Train: 95.16% [1190400/1251000] [951.6/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000047] [CE 4.267 (4.065)] [KD 2.487 (2.472)] 2024-10-15 14:29:43,569 - Train: 95.16% [1190450/1251000] [951.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000047] [CE 4.430 (4.108)] [KD 2.818 (2.515)] 2024-10-15 14:29:51,296 - Train: 95.16% [1190500/1251000] [951.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000047] [CE 3.903 (4.018)] [KD 2.319 (2.463)] 2024-10-15 14:29:59,021 - Train: 95.17% [1190550/1251000] [951.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000047] [CE 4.485 (4.050)] [KD 2.798 (2.481)] 2024-10-15 14:30:06,721 - Train: 95.17% [1190600/1251000] [951.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000047] [CE 3.757 (4.088)] [KD 2.297 (2.480)] 2024-10-15 14:30:14,493 - Train: 95.18% [1190650/1251000] [951.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000047] [CE 4.386 (4.053)] [KD 2.750 (2.462)] 2024-10-15 14:30:22,300 - Train: 95.18% [1190700/1251000] [951.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000047] [CE 4.686 (4.079)] [KD 2.929 (2.482)] 2024-10-15 14:30:29,988 - Train: 95.18% [1190750/1251000] [951.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000047] [CE 3.908 (4.089)] [KD 2.524 (2.479)] 2024-10-15 14:30:37,787 - Train: 95.19% [1190800/1251000] [951.9/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000047] [CE 4.172 (4.076)] [KD 2.440 (2.454)] 2024-10-15 14:30:45,519 - Train: 95.19% [1190850/1251000] [951.9/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000047] [CE 4.102 (4.030)] [KD 2.565 (2.433)] 2024-10-15 14:30:53,224 - Train: 95.20% [1190900/1251000] [952.0/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000047] [CE 4.182 (4.148)] [KD 2.533 (2.503)] 2024-10-15 14:31:00,931 - Train: 95.20% [1190950/1251000] [952.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.005] [optim_t 0.140] [lr 0.000047] [CE 4.302 (4.094)] [KD 2.706 (2.520)] 2024-10-15 14:31:07,088 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39146] [top5_cnt 46938] [top_all 50000] 2024-10-15 14:31:07,089 - net: 78.292 (93.876) 2024-10-15 14:31:12,859 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.103)] [top1_cnt 39392] [top5_cnt 47014] [top_all 50000] 2024-10-15 14:31:12,860 - net_E: 78.784 (94.028) 2024-10-15 14:31:13,028 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.784 (epoch: 952)] 2024-10-15 14:31:13,029 - ==> Total time: 2 days, 0:28:56 Eta: 2:26:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:31:27,496 - Train: 95.20% [1191000/1251000] [952.0/1000.0] [batch_t 0.151 (0.164)] [data_t 0.004] [optim_t 0.148] [lr 0.000047] [CE 3.723 (4.029)] [KD 2.174 (2.435)] 2024-10-15 14:31:35,186 - Train: 95.21% [1191050/1251000] [952.1/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000047] [CE 3.701 (4.017)] [KD 2.131 (2.454)] 2024-10-15 14:31:43,011 - Train: 95.21% [1191100/1251000] [952.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000047] [CE 3.400 (4.000)] [KD 2.224 (2.431)] 2024-10-15 14:31:50,698 - Train: 95.22% [1191150/1251000] [952.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000047] [CE 3.887 (4.085)] [KD 2.325 (2.484)] 2024-10-15 14:31:58,449 - Train: 95.22% [1191200/1251000] [952.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000047] [CE 3.524 (3.991)] [KD 2.132 (2.410)] 2024-10-15 14:32:06,179 - Train: 95.22% [1191250/1251000] [952.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000047] [CE 3.627 (4.014)] [KD 2.268 (2.449)] 2024-10-15 14:32:13,756 - Train: 95.23% [1191300/1251000] [952.3/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.153] [lr 0.000047] [CE 3.856 (4.005)] [KD 2.261 (2.420)] 2024-10-15 14:32:21,616 - Train: 95.23% [1191350/1251000] [952.3/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000047] [CE 3.626 (4.082)] [KD 2.271 (2.491)] 2024-10-15 14:32:29,193 - Train: 95.24% [1191400/1251000] [952.4/1000.0] [batch_t 0.156 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000047] [CE 3.948 (4.017)] [KD 2.479 (2.452)] 2024-10-15 14:32:36,903 - Train: 95.24% [1191450/1251000] [952.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000047] [CE 3.685 (4.000)] [KD 2.140 (2.434)] 2024-10-15 14:32:44,596 - Train: 95.24% [1191500/1251000] [952.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000047] [CE 3.544 (4.038)] [KD 2.106 (2.461)] 2024-10-15 14:32:52,457 - Train: 95.25% [1191550/1251000] [952.5/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.151] [lr 0.000047] [CE 4.365 (4.115)] [KD 2.807 (2.500)] 2024-10-15 14:33:00,182 - Train: 95.25% [1191600/1251000] [952.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000046] [CE 4.546 (4.063)] [KD 2.607 (2.465)] 2024-10-15 14:33:07,918 - Train: 95.26% [1191650/1251000] [952.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000046] [CE 3.692 (4.161)] [KD 2.324 (2.532)] 2024-10-15 14:33:15,657 - Train: 95.26% [1191700/1251000] [952.6/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000046] [CE 4.025 (3.990)] [KD 2.701 (2.412)] 2024-10-15 14:33:23,319 - Train: 95.26% [1191750/1251000] [952.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000046] [CE 3.528 (4.096)] [KD 2.207 (2.473)] 2024-10-15 14:33:31,132 - Train: 95.27% [1191800/1251000] [952.7/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000046] [CE 4.457 (4.033)] [KD 2.603 (2.475)] 2024-10-15 14:33:38,900 - Train: 95.27% [1191850/1251000] [952.7/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000046] [CE 3.831 (4.037)] [KD 2.386 (2.467)] 2024-10-15 14:33:46,608 - Train: 95.28% [1191900/1251000] [952.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000046] [CE 4.201 (4.053)] [KD 2.590 (2.455)] 2024-10-15 14:33:54,578 - Train: 95.28% [1191950/1251000] [952.8/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000046] [CE 3.934 (4.024)] [KD 2.373 (2.459)] 2024-10-15 14:34:02,284 - Train: 95.28% [1192000/1251000] [952.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000046] [CE 3.749 (3.974)] [KD 2.257 (2.417)] 2024-10-15 14:34:09,970 - Train: 95.29% [1192050/1251000] [952.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000046] [CE 4.387 (4.109)] [KD 2.740 (2.501)] 2024-10-15 14:34:17,514 - Train: 95.29% [1192100/1251000] [952.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000046] [CE 3.561 (3.987)] [KD 2.120 (2.413)] 2024-10-15 14:34:25,052 - Train: 95.30% [1192150/1251000] [953.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000046] [CE 4.327 (4.058)] [KD 2.833 (2.470)] 2024-10-15 14:34:32,697 - Train: 95.30% [1192200/1251000] [953.0/1000.0] [batch_t 0.146 (0.153)] [data_t 0.006] [optim_t 0.140] [lr 0.000046] [CE 3.755 (4.070)] [KD 2.231 (2.484)] 2024-10-15 14:34:38,899 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.104)] [top1_cnt 39162] [top5_cnt 46931] [top_all 50000] 2024-10-15 14:34:38,899 - net: 78.324 (93.862) 2024-10-15 14:34:44,895 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39366] [top5_cnt 47016] [top_all 50000] 2024-10-15 14:34:44,896 - net_E: 78.732 (94.032) 2024-10-15 14:34:45,075 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.784 (epoch: 952)] 2024-10-15 14:34:45,075 - ==> Total time: 2 days, 0:32:28 Eta: 2:23:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:34:54,762 - Train: 95.30% [1192250/1251000] [953.0/1000.0] [batch_t 0.153 (0.162)] [data_t 0.004] [optim_t 0.148] [lr 0.000046] [CE 4.048 (4.061)] [KD 2.231 (2.453)] 2024-10-15 14:35:02,747 - Train: 95.31% [1192300/1251000] [953.1/1000.0] [batch_t 0.161 (0.160)] [data_t 0.005] [optim_t 0.156] [lr 0.000046] [CE 4.320 (4.042)] [KD 2.539 (2.453)] 2024-10-15 14:35:10,491 - Train: 95.31% [1192350/1251000] [953.1/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000046] [CE 4.218 (4.020)] [KD 2.467 (2.434)] 2024-10-15 14:35:18,231 - Train: 95.32% [1192400/1251000] [953.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000046] [CE 4.331 (4.081)] [KD 2.462 (2.475)] 2024-10-15 14:35:25,851 - Train: 95.32% [1192450/1251000] [953.2/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000046] [CE 4.254 (4.070)] [KD 2.437 (2.471)] 2024-10-15 14:35:33,578 - Train: 95.32% [1192500/1251000] [953.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000046] [CE 3.716 (3.950)] [KD 2.357 (2.392)] 2024-10-15 14:35:41,157 - Train: 95.33% [1192550/1251000] [953.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000046] [CE 3.945 (4.003)] [KD 2.303 (2.419)] 2024-10-15 14:35:48,883 - Train: 95.33% [1192600/1251000] [953.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000046] [CE 3.706 (4.093)] [KD 2.304 (2.496)] 2024-10-15 14:35:56,621 - Train: 95.34% [1192650/1251000] [953.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.006] [optim_t 0.147] [lr 0.000046] [CE 4.485 (4.051)] [KD 2.688 (2.459)] 2024-10-15 14:36:04,571 - Train: 95.34% [1192700/1251000] [953.4/1000.0] [batch_t 0.157 (0.159)] [data_t 0.004] [optim_t 0.153] [lr 0.000046] [CE 4.097 (4.015)] [KD 2.472 (2.454)] 2024-10-15 14:36:12,260 - Train: 95.34% [1192750/1251000] [953.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000046] [CE 3.901 (4.099)] [KD 2.437 (2.502)] 2024-10-15 14:36:20,052 - Train: 95.35% [1192800/1251000] [953.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000046] [CE 4.003 (4.081)] [KD 2.487 (2.469)] 2024-10-15 14:36:27,619 - Train: 95.35% [1192850/1251000] [953.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000046] [CE 3.771 (4.065)] [KD 2.278 (2.496)] 2024-10-15 14:36:35,304 - Train: 95.36% [1192900/1251000] [953.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000046] [CE 3.692 (4.005)] [KD 2.310 (2.445)] 2024-10-15 14:36:42,828 - Train: 95.36% [1192950/1251000] [953.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.147] [lr 0.000046] [CE 3.299 (4.002)] [KD 2.055 (2.455)] 2024-10-15 14:36:50,563 - Train: 95.36% [1193000/1251000] [953.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000046] [CE 3.988 (4.084)] [KD 2.356 (2.449)] 2024-10-15 14:36:58,572 - Train: 95.37% [1193050/1251000] [953.7/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000046] [CE 3.663 (4.095)] [KD 2.203 (2.496)] 2024-10-15 14:37:06,278 - Train: 95.37% [1193100/1251000] [953.7/1000.0] [batch_t 0.270 (0.154)] [data_t 0.003] [optim_t 0.267] [lr 0.000046] [CE 3.801 (4.081)] [KD 2.344 (2.468)] 2024-10-15 14:37:13,854 - Train: 95.38% [1193150/1251000] [953.8/1000.0] [batch_t 0.158 (0.151)] [data_t 0.003] [optim_t 0.155] [lr 0.000046] [CE 4.183 (4.027)] [KD 2.485 (2.434)] 2024-10-15 14:37:21,684 - Train: 95.38% [1193200/1251000] [953.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000046] [CE 3.523 (4.056)] [KD 2.048 (2.481)] 2024-10-15 14:37:29,256 - Train: 95.38% [1193250/1251000] [953.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000046] [CE 3.998 (4.062)] [KD 2.427 (2.451)] 2024-10-15 14:37:36,785 - Train: 95.39% [1193300/1251000] [953.9/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000046] [CE 3.624 (4.088)] [KD 2.230 (2.490)] 2024-10-15 14:37:44,721 - Train: 95.39% [1193350/1251000] [953.9/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.149] [lr 0.000046] [CE 3.796 (4.034)] [KD 2.432 (2.461)] 2024-10-15 14:37:52,443 - Train: 95.40% [1193400/1251000] [954.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000046] [CE 4.217 (4.089)] [KD 2.780 (2.496)] 2024-10-15 14:37:59,945 - Train: 95.40% [1193450/1251000] [954.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.005] [optim_t 0.137] [lr 0.000045] [CE 3.904 (4.073)] [KD 2.482 (2.471)] 2024-10-15 14:38:06,294 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39133] [top5_cnt 46922] [top_all 50000] 2024-10-15 14:38:06,294 - net: 78.266 (93.844) 2024-10-15 14:38:12,049 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.102)] [top1_cnt 39371] [top5_cnt 47006] [top_all 50000] 2024-10-15 14:38:12,050 - net_E: 78.742 (94.012) 2024-10-15 14:38:12,226 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.784 (epoch: 952)] 2024-10-15 14:38:12,227 - ==> Total time: 2 days, 0:35:55 Eta: 2:20:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:38:21,642 - Train: 95.40% [1193500/1251000] [954.0/1000.0] [batch_t 0.150 (0.167)] [data_t 0.003] [optim_t 0.148] [lr 0.000045] [CE 4.539 (4.009)] [KD 2.788 (2.459)] 2024-10-15 14:38:29,190 - Train: 95.41% [1193550/1251000] [954.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000045] [CE 4.166 (4.091)] [KD 2.433 (2.475)] 2024-10-15 14:38:37,056 - Train: 95.41% [1193600/1251000] [954.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000045] [CE 3.833 (4.062)] [KD 2.365 (2.461)] 2024-10-15 14:38:45,098 - Train: 95.42% [1193650/1251000] [954.2/1000.0] [batch_t 0.290 (0.161)] [data_t 0.003] [optim_t 0.287] [lr 0.000045] [CE 3.585 (4.021)] [KD 2.210 (2.433)] 2024-10-15 14:38:52,880 - Train: 95.42% [1193700/1251000] [954.2/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.154] [lr 0.000045] [CE 3.873 (4.030)] [KD 2.402 (2.422)] 2024-10-15 14:39:00,528 - Train: 95.42% [1193750/1251000] [954.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000045] [CE 4.002 (4.038)] [KD 2.339 (2.435)] 2024-10-15 14:39:08,293 - Train: 95.43% [1193800/1251000] [954.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000045] [CE 4.184 (4.087)] [KD 2.539 (2.465)] 2024-10-15 14:39:15,903 - Train: 95.43% [1193850/1251000] [954.3/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000045] [CE 3.574 (4.091)] [KD 2.198 (2.471)] 2024-10-15 14:39:23,961 - Train: 95.44% [1193900/1251000] [954.4/1000.0] [batch_t 0.153 (0.161)] [data_t 0.005] [optim_t 0.148] [lr 0.000045] [CE 4.417 (4.105)] [KD 2.757 (2.480)] 2024-10-15 14:39:31,589 - Train: 95.44% [1193950/1251000] [954.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000045] [CE 4.074 (4.078)] [KD 2.583 (2.478)] 2024-10-15 14:39:39,321 - Train: 95.44% [1194000/1251000] [954.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000045] [CE 3.849 (4.040)] [KD 2.294 (2.456)] 2024-10-15 14:39:47,018 - Train: 95.45% [1194050/1251000] [954.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000045] [CE 4.509 (4.013)] [KD 2.789 (2.438)] 2024-10-15 14:39:54,756 - Train: 95.45% [1194100/1251000] [954.5/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000045] [CE 3.786 (4.086)] [KD 2.310 (2.466)] 2024-10-15 14:40:02,510 - Train: 95.46% [1194150/1251000] [954.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000045] [CE 3.696 (4.037)] [KD 2.272 (2.447)] 2024-10-15 14:40:10,253 - Train: 95.46% [1194200/1251000] [954.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000045] [CE 4.551 (4.059)] [KD 2.736 (2.463)] 2024-10-15 14:40:17,970 - Train: 95.46% [1194250/1251000] [954.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000045] [CE 3.279 (4.121)] [KD 2.008 (2.483)] 2024-10-15 14:40:25,853 - Train: 95.47% [1194300/1251000] [954.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000045] [CE 4.030 (4.082)] [KD 2.374 (2.471)] 2024-10-15 14:40:33,437 - Train: 95.47% [1194350/1251000] [954.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000045] [CE 3.907 (4.147)] [KD 2.423 (2.527)] 2024-10-15 14:40:40,999 - Train: 95.48% [1194400/1251000] [954.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000045] [CE 3.950 (4.052)] [KD 2.586 (2.453)] 2024-10-15 14:40:48,688 - Train: 95.48% [1194450/1251000] [954.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000045] [CE 3.697 (3.996)] [KD 2.228 (2.427)] 2024-10-15 14:40:56,623 - Train: 95.48% [1194500/1251000] [954.8/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000045] [CE 4.140 (4.089)] [KD 2.624 (2.462)] 2024-10-15 14:41:04,351 - Train: 95.49% [1194550/1251000] [954.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000045] [CE 3.887 (4.003)] [KD 2.382 (2.424)] 2024-10-15 14:41:12,086 - Train: 95.49% [1194600/1251000] [954.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000045] [CE 4.193 (4.007)] [KD 2.779 (2.435)] 2024-10-15 14:41:19,833 - Train: 95.50% [1194650/1251000] [955.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000045] [CE 4.096 (3.971)] [KD 2.263 (2.410)] 2024-10-15 14:41:27,346 - Train: 95.50% [1194700/1251000] [955.0/1000.0] [batch_t 0.142 (0.150)] [data_t 0.005] [optim_t 0.137] [lr 0.000045] [CE 4.337 (4.091)] [KD 2.617 (2.496)] 2024-10-15 14:41:33,681 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.103)] [top1_cnt 39215] [top5_cnt 46988] [top_all 50000] 2024-10-15 14:41:33,681 - net: 78.430 (93.976) 2024-10-15 14:41:39,453 - Test (net_E): 100.00% [50/50] [batch_t 0.064 (0.101)] [top1_cnt 39391] [top5_cnt 47010] [top_all 50000] 2024-10-15 14:41:39,453 - net_E: 78.782 (94.020) 2024-10-15 14:41:39,629 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.784 (epoch: 952)] 2024-10-15 14:41:39,629 - ==> Total time: 2 days, 0:39:22 Eta: 2:17:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:41:48,756 - Train: 95.50% [1194750/1251000] [955.0/1000.0] [batch_t 0.149 (0.162)] [data_t 0.004] [optim_t 0.144] [lr 0.000045] [CE 3.799 (4.114)] [KD 2.341 (2.496)] 2024-10-15 14:41:56,479 - Train: 95.51% [1194800/1251000] [955.1/1000.0] [batch_t 0.154 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000045] [CE 3.508 (4.123)] [KD 2.134 (2.498)] 2024-10-15 14:42:04,469 - Train: 95.51% [1194850/1251000] [955.1/1000.0] [batch_t 0.150 (0.160)] [data_t 0.003] [optim_t 0.147] [lr 0.000045] [CE 3.858 (4.049)] [KD 2.387 (2.459)] 2024-10-15 14:42:12,069 - Train: 95.52% [1194900/1251000] [955.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000045] [CE 3.832 (4.096)] [KD 2.468 (2.480)] 2024-10-15 14:42:19,758 - Train: 95.52% [1194950/1251000] [955.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000045] [CE 4.606 (4.069)] [KD 2.909 (2.467)] 2024-10-15 14:42:27,626 - Train: 95.52% [1195000/1251000] [955.2/1000.0] [batch_t 0.156 (0.157)] [data_t 0.003] [optim_t 0.153] [lr 0.000045] [CE 4.204 (4.051)] [KD 2.480 (2.463)] 2024-10-15 14:42:35,357 - Train: 95.53% [1195050/1251000] [955.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000045] [CE 3.925 (3.976)] [KD 2.523 (2.444)] 2024-10-15 14:42:43,088 - Train: 95.53% [1195100/1251000] [955.3/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000045] [CE 4.652 (4.043)] [KD 2.914 (2.473)] 2024-10-15 14:42:50,976 - Train: 95.54% [1195150/1251000] [955.4/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000045] [CE 4.400 (3.985)] [KD 2.658 (2.434)] 2024-10-15 14:42:58,682 - Train: 95.54% [1195200/1251000] [955.4/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000045] [CE 3.829 (4.089)] [KD 2.328 (2.484)] 2024-10-15 14:43:06,301 - Train: 95.54% [1195250/1251000] [955.4/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000045] [CE 3.822 (4.040)] [KD 2.225 (2.453)] 2024-10-15 14:43:13,989 - Train: 95.55% [1195300/1251000] [955.5/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000045] [CE 4.219 (4.049)] [KD 2.705 (2.426)] 2024-10-15 14:43:21,555 - Train: 95.55% [1195350/1251000] [955.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000044] [CE 4.251 (4.107)] [KD 2.559 (2.483)] 2024-10-15 14:43:29,464 - Train: 95.56% [1195400/1251000] [955.6/1000.0] [batch_t 0.159 (0.158)] [data_t 0.003] [optim_t 0.156] [lr 0.000044] [CE 3.808 (4.014)] [KD 2.392 (2.420)] 2024-10-15 14:43:37,108 - Train: 95.56% [1195450/1251000] [955.6/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000044] [CE 4.135 (4.056)] [KD 2.390 (2.436)] 2024-10-15 14:43:44,930 - Train: 95.56% [1195500/1251000] [955.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000044] [CE 3.977 (4.011)] [KD 2.426 (2.437)] 2024-10-15 14:43:52,499 - Train: 95.57% [1195550/1251000] [955.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000044] [CE 3.937 (4.043)] [KD 2.658 (2.461)] 2024-10-15 14:44:00,083 - Train: 95.57% [1195600/1251000] [955.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000044] [CE 3.881 (4.076)] [KD 2.356 (2.450)] 2024-10-15 14:44:07,828 - Train: 95.58% [1195650/1251000] [955.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000044] [CE 4.185 (4.002)] [KD 2.551 (2.435)] 2024-10-15 14:44:15,622 - Train: 95.58% [1195700/1251000] [955.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000044] [CE 3.766 (4.063)] [KD 2.296 (2.458)] 2024-10-15 14:44:23,476 - Train: 95.58% [1195750/1251000] [955.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000044] [CE 3.837 (4.104)] [KD 2.328 (2.513)] 2024-10-15 14:44:31,311 - Train: 95.59% [1195800/1251000] [955.9/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.152] [lr 0.000044] [CE 4.001 (3.977)] [KD 2.417 (2.414)] 2024-10-15 14:44:39,056 - Train: 95.59% [1195850/1251000] [955.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000044] [CE 3.938 (4.065)] [KD 2.437 (2.455)] 2024-10-15 14:44:46,717 - Train: 95.60% [1195900/1251000] [956.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000044] [CE 4.739 (4.027)] [KD 2.906 (2.436)] 2024-10-15 14:44:54,311 - Train: 95.60% [1195950/1251000] [956.0/1000.0] [batch_t 0.144 (0.152)] [data_t 0.003] [optim_t 0.140] [lr 0.000044] [CE 4.119 (4.035)] [KD 2.341 (2.446)] 2024-10-15 14:45:01,110 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 39190] [top5_cnt 46953] [top_all 50000] 2024-10-15 14:45:01,110 - net: 78.380 (93.906) 2024-10-15 14:45:06,895 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.103)] [top1_cnt 39406] [top5_cnt 47019] [top_all 50000] 2024-10-15 14:45:06,895 - net_E: 78.812 (94.038) 2024-10-15 14:45:07,133 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 14:45:07,134 - ==> Total time: 2 days, 0:42:50 Eta: 2:14:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:45:19,853 - Train: 95.60% [1196000/1251000] [956.0/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000044] [CE 3.997 (4.029)] [KD 2.458 (2.447)] 2024-10-15 14:45:27,703 - Train: 95.61% [1196050/1251000] [956.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000044] [CE 4.396 (4.060)] [KD 2.584 (2.460)] 2024-10-15 14:45:35,558 - Train: 95.61% [1196100/1251000] [956.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000044] [CE 4.341 (4.044)] [KD 2.770 (2.452)] 2024-10-15 14:45:43,298 - Train: 95.62% [1196150/1251000] [956.2/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000044] [CE 4.441 (4.081)] [KD 2.699 (2.471)] 2024-10-15 14:45:51,041 - Train: 95.62% [1196200/1251000] [956.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000044] [CE 3.778 (3.997)] [KD 2.256 (2.430)] 2024-10-15 14:45:58,719 - Train: 95.62% [1196250/1251000] [956.2/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000044] [CE 3.284 (3.997)] [KD 1.937 (2.422)] 2024-10-15 14:46:06,351 - Train: 95.63% [1196300/1251000] [956.3/1000.0] [batch_t 0.154 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000044] [CE 3.977 (4.077)] [KD 2.290 (2.450)] 2024-10-15 14:46:13,928 - Train: 95.63% [1196350/1251000] [956.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000044] [CE 3.412 (4.045)] [KD 2.124 (2.433)] 2024-10-15 14:46:21,775 - Train: 95.64% [1196400/1251000] [956.4/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000044] [CE 3.844 (4.043)] [KD 2.279 (2.440)] 2024-10-15 14:46:29,704 - Train: 95.64% [1196450/1251000] [956.4/1000.0] [batch_t 0.156 (0.158)] [data_t 0.005] [optim_t 0.152] [lr 0.000044] [CE 4.808 (4.098)] [KD 2.850 (2.501)] 2024-10-15 14:46:37,437 - Train: 95.64% [1196500/1251000] [956.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000044] [CE 3.866 (4.039)] [KD 2.291 (2.446)] 2024-10-15 14:46:45,112 - Train: 95.65% [1196550/1251000] [956.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000044] [CE 4.020 (4.114)] [KD 2.514 (2.484)] 2024-10-15 14:46:52,810 - Train: 95.65% [1196600/1251000] [956.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000044] [CE 3.677 (4.032)] [KD 2.267 (2.436)] 2024-10-15 14:47:00,478 - Train: 95.66% [1196650/1251000] [956.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000044] [CE 4.460 (4.079)] [KD 2.690 (2.468)] 2024-10-15 14:47:08,247 - Train: 95.66% [1196700/1251000] [956.6/1000.0] [batch_t 0.160 (0.155)] [data_t 0.005] [optim_t 0.155] [lr 0.000044] [CE 4.177 (4.039)] [KD 2.507 (2.441)] 2024-10-15 14:47:15,841 - Train: 95.66% [1196750/1251000] [956.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000044] [CE 4.044 (4.052)] [KD 2.347 (2.454)] 2024-10-15 14:47:23,592 - Train: 95.67% [1196800/1251000] [956.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000044] [CE 4.008 (4.053)] [KD 2.399 (2.460)] 2024-10-15 14:47:31,576 - Train: 95.67% [1196850/1251000] [956.7/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.000044] [CE 3.967 (4.061)] [KD 2.388 (2.470)] 2024-10-15 14:47:39,300 - Train: 95.68% [1196900/1251000] [956.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000044] [CE 4.078 (4.125)] [KD 2.536 (2.490)] 2024-10-15 14:47:47,078 - Train: 95.68% [1196950/1251000] [956.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000044] [CE 4.037 (4.004)] [KD 2.406 (2.421)] 2024-10-15 14:47:54,642 - Train: 95.68% [1197000/1251000] [956.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000044] [CE 3.986 (4.005)] [KD 2.364 (2.427)] 2024-10-15 14:48:02,366 - Train: 95.69% [1197050/1251000] [956.9/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000044] [CE 3.371 (4.110)] [KD 2.026 (2.483)] 2024-10-15 14:48:10,383 - Train: 95.69% [1197100/1251000] [956.9/1000.0] [batch_t 0.159 (0.160)] [data_t 0.003] [optim_t 0.156] [lr 0.000044] [CE 4.349 (4.087)] [KD 2.538 (2.478)] 2024-10-15 14:48:18,010 - Train: 95.70% [1197150/1251000] [957.0/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000044] [CE 4.164 (4.081)] [KD 2.602 (2.504)] 2024-10-15 14:48:25,584 - Train: 95.70% [1197200/1251000] [957.0/1000.0] [batch_t 0.143 (0.151)] [data_t 0.005] [optim_t 0.138] [lr 0.000044] [CE 3.812 (4.051)] [KD 2.406 (2.464)] 2024-10-15 14:48:32,316 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.103)] [top1_cnt 39183] [top5_cnt 46972] [top_all 50000] 2024-10-15 14:48:32,317 - net: 78.366 (93.944) 2024-10-15 14:48:38,068 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.101)] [top1_cnt 39368] [top5_cnt 47020] [top_all 50000] 2024-10-15 14:48:38,068 - net_E: 78.736 (94.040) 2024-10-15 14:48:38,256 - Max [top1: 78.470 (epoch: 950)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 14:48:38,256 - ==> Total time: 2 days, 0:46:21 Eta: 2:11:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:48:47,070 - Train: 95.70% [1197250/1251000] [957.0/1000.0] [batch_t 0.154 (0.161)] [data_t 0.003] [optim_t 0.151] [lr 0.000044] [CE 3.671 (4.001)] [KD 2.301 (2.420)] 2024-10-15 14:48:54,930 - Train: 95.71% [1197300/1251000] [957.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000043] [CE 4.194 (4.081)] [KD 2.397 (2.463)] 2024-10-15 14:49:02,671 - Train: 95.71% [1197350/1251000] [957.1/1000.0] [batch_t 0.165 (0.155)] [data_t 0.003] [optim_t 0.161] [lr 0.000043] [CE 4.431 (4.125)] [KD 2.569 (2.505)] 2024-10-15 14:49:10,485 - Train: 95.72% [1197400/1251000] [957.2/1000.0] [batch_t 0.176 (0.156)] [data_t 0.003] [optim_t 0.173] [lr 0.000043] [CE 4.371 (4.041)] [KD 2.557 (2.451)] 2024-10-15 14:49:18,235 - Train: 95.72% [1197450/1251000] [957.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000043] [CE 3.572 (4.059)] [KD 2.144 (2.456)] 2024-10-15 14:49:26,198 - Train: 95.72% [1197500/1251000] [957.2/1000.0] [batch_t 0.153 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000043] [CE 3.995 (4.091)] [KD 2.608 (2.447)] 2024-10-15 14:49:33,832 - Train: 95.73% [1197550/1251000] [957.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000043] [CE 4.218 (4.021)] [KD 2.478 (2.431)] 2024-10-15 14:49:41,544 - Train: 95.73% [1197600/1251000] [957.3/1000.0] [batch_t 0.296 (0.154)] [data_t 0.004] [optim_t 0.292] [lr 0.000043] [CE 3.837 (4.066)] [KD 2.316 (2.482)] 2024-10-15 14:49:49,274 - Train: 95.74% [1197650/1251000] [957.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000043] [CE 3.786 (4.072)] [KD 2.146 (2.457)] 2024-10-15 14:49:57,056 - Train: 95.74% [1197700/1251000] [957.4/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000043] [CE 4.127 (4.050)] [KD 2.415 (2.451)] 2024-10-15 14:50:04,817 - Train: 95.74% [1197750/1251000] [957.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000043] [CE 3.791 (4.069)] [KD 2.385 (2.439)] 2024-10-15 14:50:12,632 - Train: 95.75% [1197800/1251000] [957.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000043] [CE 3.829 (4.003)] [KD 2.290 (2.413)] 2024-10-15 14:50:20,289 - Train: 95.75% [1197850/1251000] [957.5/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000043] [CE 3.915 (4.089)] [KD 2.371 (2.476)] 2024-10-15 14:50:28,060 - Train: 95.76% [1197900/1251000] [957.6/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000043] [CE 4.184 (4.037)] [KD 2.366 (2.453)] 2024-10-15 14:50:35,781 - Train: 95.76% [1197950/1251000] [957.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000043] [CE 4.065 (4.057)] [KD 2.489 (2.464)] 2024-10-15 14:50:43,417 - Train: 95.76% [1198000/1251000] [957.6/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000043] [CE 4.302 (4.019)] [KD 2.641 (2.435)] 2024-10-15 14:50:50,955 - Train: 95.77% [1198050/1251000] [957.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000043] [CE 3.892 (4.006)] [KD 2.439 (2.426)] 2024-10-15 14:50:58,621 - Train: 95.77% [1198100/1251000] [957.7/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000043] [CE 4.557 (4.124)] [KD 2.810 (2.488)] 2024-10-15 14:51:06,355 - Train: 95.78% [1198150/1251000] [957.8/1000.0] [batch_t 0.148 (0.155)] [data_t 0.003] [optim_t 0.145] [lr 0.000043] [CE 4.136 (4.062)] [KD 2.661 (2.460)] 2024-10-15 14:51:14,156 - Train: 95.78% [1198200/1251000] [957.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000043] [CE 4.236 (4.048)] [KD 2.530 (2.446)] 2024-10-15 14:51:21,879 - Train: 95.78% [1198250/1251000] [957.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000043] [CE 4.053 (4.023)] [KD 2.557 (2.410)] 2024-10-15 14:51:29,555 - Train: 95.79% [1198300/1251000] [957.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.003] [optim_t 0.144] [lr 0.000043] [CE 4.459 (3.988)] [KD 2.665 (2.413)] 2024-10-15 14:51:37,214 - Train: 95.79% [1198350/1251000] [957.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000043] [CE 4.357 (4.040)] [KD 2.404 (2.425)] 2024-10-15 14:51:44,890 - Train: 95.80% [1198400/1251000] [958.0/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000043] [CE 4.228 (4.042)] [KD 2.658 (2.451)] 2024-10-15 14:51:52,383 - Train: 95.80% [1198450/1251000] [958.0/1000.0] [batch_t 0.144 (0.150)] [data_t 0.006] [optim_t 0.138] [lr 0.000043] [CE 3.860 (4.044)] [KD 2.396 (2.458)] 2024-10-15 14:51:59,489 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 39241] [top5_cnt 46943] [top_all 50000] 2024-10-15 14:51:59,490 - net: 78.482 (93.886) 2024-10-15 14:52:05,360 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39392] [top5_cnt 47032] [top_all 50000] 2024-10-15 14:52:05,360 - net_E: 78.784 (94.064) 2024-10-15 14:52:05,522 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 14:52:05,523 - ==> Total time: 2 days, 0:49:48 Eta: 2:08:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:52:21,057 - Train: 95.80% [1198500/1251000] [958.0/1000.0] [batch_t 0.156 (0.163)] [data_t 0.004] [optim_t 0.152] [lr 0.000043] [CE 4.116 (4.058)] [KD 2.413 (2.457)] 2024-10-15 14:52:29,068 - Train: 95.81% [1198550/1251000] [958.1/1000.0] [batch_t 0.151 (0.160)] [data_t 0.005] [optim_t 0.146] [lr 0.000043] [CE 4.240 (3.974)] [KD 2.620 (2.411)] 2024-10-15 14:52:36,665 - Train: 95.81% [1198600/1251000] [958.1/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000043] [CE 4.099 (4.024)] [KD 2.535 (2.451)] 2024-10-15 14:52:44,555 - Train: 95.82% [1198650/1251000] [958.2/1000.0] [batch_t 0.160 (0.158)] [data_t 0.004] [optim_t 0.157] [lr 0.000043] [CE 3.961 (4.090)] [KD 2.464 (2.481)] 2024-10-15 14:52:52,262 - Train: 95.82% [1198700/1251000] [958.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000043] [CE 4.138 (4.041)] [KD 2.621 (2.452)] 2024-10-15 14:53:00,013 - Train: 95.82% [1198750/1251000] [958.2/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000043] [CE 3.895 (4.047)] [KD 2.482 (2.444)] 2024-10-15 14:53:07,667 - Train: 95.83% [1198800/1251000] [958.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.000043] [CE 4.157 (4.060)] [KD 2.428 (2.447)] 2024-10-15 14:53:15,389 - Train: 95.83% [1198850/1251000] [958.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000043] [CE 4.285 (4.094)] [KD 2.555 (2.458)] 2024-10-15 14:53:22,937 - Train: 95.84% [1198900/1251000] [958.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000043] [CE 4.001 (4.005)] [KD 2.441 (2.439)] 2024-10-15 14:53:30,839 - Train: 95.84% [1198950/1251000] [958.4/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000043] [CE 3.875 (4.019)] [KD 2.353 (2.435)] 2024-10-15 14:53:38,714 - Train: 95.84% [1199000/1251000] [958.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000043] [CE 3.987 (4.003)] [KD 2.387 (2.411)] 2024-10-15 14:53:46,587 - Train: 95.85% [1199050/1251000] [958.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000043] [CE 3.810 (4.015)] [KD 2.208 (2.421)] 2024-10-15 14:53:54,153 - Train: 95.85% [1199100/1251000] [958.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000043] [CE 4.368 (4.069)] [KD 2.523 (2.463)] 2024-10-15 14:54:01,830 - Train: 95.86% [1199150/1251000] [958.6/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000043] [CE 4.188 (4.055)] [KD 2.637 (2.459)] 2024-10-15 14:54:09,545 - Train: 95.86% [1199200/1251000] [958.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000043] [CE 4.242 (3.957)] [KD 2.675 (2.420)] 2024-10-15 14:54:17,361 - Train: 95.86% [1199250/1251000] [958.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000043] [CE 4.463 (4.032)] [KD 2.635 (2.447)] 2024-10-15 14:54:25,072 - Train: 95.87% [1199300/1251000] [958.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000042] [CE 4.237 (3.973)] [KD 2.545 (2.414)] 2024-10-15 14:54:32,792 - Train: 95.87% [1199350/1251000] [958.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000042] [CE 4.231 (3.984)] [KD 2.522 (2.404)] 2024-10-15 14:54:40,483 - Train: 95.88% [1199400/1251000] [958.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000042] [CE 4.068 (4.042)] [KD 2.400 (2.425)] 2024-10-15 14:54:48,146 - Train: 95.88% [1199450/1251000] [958.8/1000.0] [batch_t 0.284 (0.153)] [data_t 0.004] [optim_t 0.279] [lr 0.000042] [CE 4.017 (4.054)] [KD 2.374 (2.450)] 2024-10-15 14:54:55,806 - Train: 95.88% [1199500/1251000] [958.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000042] [CE 4.095 (4.030)] [KD 2.513 (2.463)] 2024-10-15 14:55:03,579 - Train: 95.89% [1199550/1251000] [958.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000042] [CE 4.561 (4.108)] [KD 2.834 (2.475)] 2024-10-15 14:55:11,338 - Train: 95.89% [1199600/1251000] [958.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000042] [CE 3.206 (4.008)] [KD 1.972 (2.420)] 2024-10-15 14:55:19,007 - Train: 95.90% [1199650/1251000] [959.0/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000042] [CE 3.927 (3.988)] [KD 2.259 (2.412)] 2024-10-15 14:55:26,621 - Train: 95.90% [1199700/1251000] [959.0/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.143] [lr 0.000042] [CE 4.001 (4.106)] [KD 2.567 (2.491)] 2024-10-15 14:55:33,629 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39112] [top5_cnt 46934] [top_all 50000] 2024-10-15 14:55:33,630 - net: 78.224 (93.868) 2024-10-15 14:55:39,419 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.106)] [top1_cnt 39396] [top5_cnt 47018] [top_all 50000] 2024-10-15 14:55:39,419 - net_E: 78.792 (94.036) 2024-10-15 14:55:39,551 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 14:55:39,552 - ==> Total time: 2 days, 0:53:22 Eta: 2:05:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:55:47,933 - Train: 95.90% [1199750/1251000] [959.0/1000.0] [batch_t 0.148 (0.167)] [data_t 0.004] [optim_t 0.145] [lr 0.000042] [CE 4.431 (4.080)] [KD 2.657 (2.457)] 2024-10-15 14:55:55,458 - Train: 95.91% [1199800/1251000] [959.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000042] [CE 4.314 (4.094)] [KD 2.617 (2.465)] 2024-10-15 14:56:03,252 - Train: 95.91% [1199850/1251000] [959.1/1000.0] [batch_t 0.157 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.000042] [CE 3.748 (4.032)] [KD 2.178 (2.421)] 2024-10-15 14:56:11,030 - Train: 95.92% [1199900/1251000] [959.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000042] [CE 3.785 (4.043)] [KD 2.226 (2.454)] 2024-10-15 14:56:18,883 - Train: 95.92% [1199950/1251000] [959.2/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000042] [CE 3.828 (4.049)] [KD 2.221 (2.426)] 2024-10-15 14:56:26,366 - Train: 95.92% [1200000/1251000] [959.2/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000042] [CE 4.200 (4.062)] [KD 2.633 (2.469)] 2024-10-15 14:56:33,848 - Train: 95.93% [1200050/1251000] [959.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.004] [optim_t 0.150] [lr 0.000042] [CE 4.660 (4.090)] [KD 2.744 (2.457)] 2024-10-15 14:56:41,350 - Train: 95.93% [1200100/1251000] [959.3/1000.0] [batch_t 0.147 (0.150)] [data_t 0.003] [optim_t 0.144] [lr 0.000042] [CE 4.049 (4.108)] [KD 2.407 (2.475)] 2024-10-15 14:56:49,046 - Train: 95.94% [1200150/1251000] [959.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000042] [CE 4.184 (4.140)] [KD 2.350 (2.508)] 2024-10-15 14:56:56,748 - Train: 95.94% [1200200/1251000] [959.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000042] [CE 4.173 (4.151)] [KD 2.596 (2.515)] 2024-10-15 14:57:04,379 - Train: 95.94% [1200250/1251000] [959.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000042] [CE 3.724 (4.048)] [KD 2.247 (2.448)] 2024-10-15 14:57:12,189 - Train: 95.95% [1200300/1251000] [959.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000042] [CE 4.407 (4.033)] [KD 2.536 (2.437)] 2024-10-15 14:57:19,821 - Train: 95.95% [1200350/1251000] [959.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000042] [CE 3.947 (4.044)] [KD 2.206 (2.418)] 2024-10-15 14:57:27,403 - Train: 95.96% [1200400/1251000] [959.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000042] [CE 4.124 (4.065)] [KD 2.413 (2.445)] 2024-10-15 14:57:34,926 - Train: 95.96% [1200450/1251000] [959.6/1000.0] [batch_t 0.161 (0.150)] [data_t 0.004] [optim_t 0.156] [lr 0.000042] [CE 3.942 (4.037)] [KD 2.359 (2.449)] 2024-10-15 14:57:42,647 - Train: 95.96% [1200500/1251000] [959.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000042] [CE 4.165 (4.023)] [KD 2.651 (2.426)] 2024-10-15 14:57:50,172 - Train: 95.97% [1200550/1251000] [959.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000042] [CE 3.918 (3.974)] [KD 2.350 (2.379)] 2024-10-15 14:57:57,831 - Train: 95.97% [1200600/1251000] [959.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000042] [CE 4.727 (4.033)] [KD 2.846 (2.417)] 2024-10-15 14:58:05,642 - Train: 95.98% [1200650/1251000] [959.8/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000042] [CE 4.302 (4.052)] [KD 2.619 (2.463)] 2024-10-15 14:58:13,531 - Train: 95.98% [1200700/1251000] [959.8/1000.0] [batch_t 0.163 (0.158)] [data_t 0.005] [optim_t 0.159] [lr 0.000042] [CE 4.016 (4.038)] [KD 2.549 (2.437)] 2024-10-15 14:58:21,321 - Train: 95.98% [1200750/1251000] [959.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000042] [CE 3.801 (4.092)] [KD 2.223 (2.480)] 2024-10-15 14:58:29,028 - Train: 95.99% [1200800/1251000] [959.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000042] [CE 4.231 (4.010)] [KD 2.752 (2.432)] 2024-10-15 14:58:36,512 - Train: 95.99% [1200850/1251000] [959.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000042] [CE 3.814 (4.053)] [KD 2.324 (2.444)] 2024-10-15 14:58:43,994 - Train: 96.00% [1200900/1251000] [960.0/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000042] [CE 4.052 (4.137)] [KD 2.384 (2.483)] 2024-10-15 14:58:51,634 - Train: 96.00% [1200950/1251000] [960.0/1000.0] [batch_t 0.277 (0.153)] [data_t 0.003] [optim_t 0.274] [lr 0.000042] [CE 3.996 (4.007)] [KD 2.426 (2.428)] 2024-10-15 14:58:58,650 - Test (net): 100.00% [50/50] [batch_t 0.033 (0.105)] [top1_cnt 39103] [top5_cnt 46916] [top_all 50000] 2024-10-15 14:58:58,650 - net: 78.206 (93.832) 2024-10-15 14:59:04,485 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 39388] [top5_cnt 47012] [top_all 50000] 2024-10-15 14:59:04,485 - net_E: 78.776 (94.024) 2024-10-15 14:59:04,621 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 14:59:04,621 - ==> Total time: 2 days, 0:56:47 Eta: 2:02:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 14:59:18,429 - Train: 96.00% [1201000/1251000] [960.0/1000.0] [batch_t 0.151 (0.165)] [data_t 0.004] [optim_t 0.147] [lr 0.000042] [CE 4.438 (4.004)] [KD 2.616 (2.410)] 2024-10-15 14:59:26,328 - Train: 96.01% [1201050/1251000] [960.1/1000.0] [batch_t 0.147 (0.158)] [data_t 0.005] [optim_t 0.143] [lr 0.000042] [CE 4.273 (3.969)] [KD 2.576 (2.407)] 2024-10-15 14:59:34,169 - Train: 96.01% [1201100/1251000] [960.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.149] [lr 0.000042] [CE 3.889 (4.047)] [KD 2.311 (2.437)] 2024-10-15 14:59:41,932 - Train: 96.02% [1201150/1251000] [960.2/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000042] [CE 4.079 (4.061)] [KD 2.434 (2.463)] 2024-10-15 14:59:49,648 - Train: 96.02% [1201200/1251000] [960.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000042] [CE 3.785 (4.074)] [KD 2.244 (2.437)] 2024-10-15 14:59:57,209 - Train: 96.02% [1201250/1251000] [960.2/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000042] [CE 4.169 (4.080)] [KD 2.438 (2.445)] 2024-10-15 15:00:04,811 - Train: 96.03% [1201300/1251000] [960.3/1000.0] [batch_t 0.153 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000042] [CE 3.862 (3.984)] [KD 2.424 (2.402)] 2024-10-15 15:00:12,511 - Train: 96.03% [1201350/1251000] [960.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000042] [CE 3.948 (4.012)] [KD 2.312 (2.427)] 2024-10-15 15:00:20,379 - Train: 96.04% [1201400/1251000] [960.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000042] [CE 4.419 (4.087)] [KD 2.616 (2.460)] 2024-10-15 15:00:27,970 - Train: 96.04% [1201450/1251000] [960.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000041] [CE 3.532 (4.038)] [KD 2.130 (2.433)] 2024-10-15 15:00:36,047 - Train: 96.04% [1201500/1251000] [960.4/1000.0] [batch_t 0.157 (0.161)] [data_t 0.004] [optim_t 0.152] [lr 0.000041] [CE 4.430 (4.029)] [KD 2.600 (2.428)] 2024-10-15 15:00:43,786 - Train: 96.05% [1201550/1251000] [960.5/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.151] [lr 0.000041] [CE 4.064 (4.090)] [KD 2.590 (2.470)] 2024-10-15 15:00:51,459 - Train: 96.05% [1201600/1251000] [960.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000041] [CE 3.609 (4.101)] [KD 2.402 (2.480)] 2024-10-15 15:00:59,041 - Train: 96.06% [1201650/1251000] [960.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000041] [CE 3.707 (4.039)] [KD 2.069 (2.424)] 2024-10-15 15:01:06,639 - Train: 96.06% [1201700/1251000] [960.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000041] [CE 3.677 (4.039)] [KD 2.273 (2.447)] 2024-10-15 15:01:14,203 - Train: 96.06% [1201750/1251000] [960.6/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000041] [CE 4.496 (4.031)] [KD 2.670 (2.441)] 2024-10-15 15:01:22,069 - Train: 96.07% [1201800/1251000] [960.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000041] [CE 3.772 (4.027)] [KD 2.238 (2.415)] 2024-10-15 15:01:29,598 - Train: 96.07% [1201850/1251000] [960.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000041] [CE 4.141 (4.079)] [KD 2.475 (2.471)] 2024-10-15 15:01:37,510 - Train: 96.08% [1201900/1251000] [960.8/1000.0] [batch_t 0.156 (0.158)] [data_t 0.004] [optim_t 0.152] [lr 0.000041] [CE 3.875 (3.978)] [KD 2.270 (2.377)] 2024-10-15 15:01:45,307 - Train: 96.08% [1201950/1251000] [960.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000041] [CE 4.240 (3.938)] [KD 2.606 (2.380)] 2024-10-15 15:01:52,821 - Train: 96.08% [1202000/1251000] [960.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000041] [CE 4.313 (4.030)] [KD 2.590 (2.429)] 2024-10-15 15:02:00,364 - Train: 96.09% [1202050/1251000] [960.9/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000041] [CE 3.734 (4.072)] [KD 2.253 (2.470)] 2024-10-15 15:02:08,065 - Train: 96.09% [1202100/1251000] [960.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000041] [CE 4.525 (4.109)] [KD 2.613 (2.466)] 2024-10-15 15:02:15,611 - Train: 96.10% [1202150/1251000] [961.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000041] [CE 3.979 (3.992)] [KD 2.355 (2.388)] 2024-10-15 15:02:23,334 - Train: 96.10% [1202200/1251000] [961.0/1000.0] [batch_t 0.145 (0.154)] [data_t 0.004] [optim_t 0.141] [lr 0.000041] [CE 3.125 (4.052)] [KD 2.029 (2.446)] 2024-10-15 15:02:30,557 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39128] [top5_cnt 46940] [top_all 50000] 2024-10-15 15:02:30,557 - net: 78.256 (93.880) 2024-10-15 15:02:36,237 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 39384] [top5_cnt 47030] [top_all 50000] 2024-10-15 15:02:36,237 - net_E: 78.768 (94.060) 2024-10-15 15:02:36,404 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:02:36,405 - ==> Total time: 2 days, 1:00:19 Eta: 1:59:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:02:44,620 - Train: 96.10% [1202250/1251000] [961.0/1000.0] [batch_t 0.147 (0.169)] [data_t 0.004] [optim_t 0.143] [lr 0.000041] [CE 4.046 (4.070)] [KD 2.399 (2.425)] 2024-10-15 15:02:52,286 - Train: 96.11% [1202300/1251000] [961.1/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000041] [CE 4.180 (4.082)] [KD 2.666 (2.498)] 2024-10-15 15:02:59,963 - Train: 96.11% [1202350/1251000] [961.1/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000041] [CE 4.443 (4.045)] [KD 2.785 (2.460)] 2024-10-15 15:03:07,718 - Train: 96.12% [1202400/1251000] [961.2/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000041] [CE 3.935 (4.031)] [KD 2.321 (2.429)] 2024-10-15 15:03:15,271 - Train: 96.12% [1202450/1251000] [961.2/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000041] [CE 3.765 (3.961)] [KD 2.208 (2.367)] 2024-10-15 15:03:23,040 - Train: 96.12% [1202500/1251000] [961.2/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000041] [CE 4.218 (4.041)] [KD 2.467 (2.417)] 2024-10-15 15:03:30,820 - Train: 96.13% [1202550/1251000] [961.3/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000041] [CE 4.166 (4.061)] [KD 2.511 (2.441)] 2024-10-15 15:03:38,324 - Train: 96.13% [1202600/1251000] [961.3/1000.0] [batch_t 0.154 (0.150)] [data_t 0.005] [optim_t 0.149] [lr 0.000041] [CE 3.915 (4.086)] [KD 2.376 (2.455)] 2024-10-15 15:03:45,976 - Train: 96.14% [1202650/1251000] [961.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000041] [CE 3.802 (4.061)] [KD 2.328 (2.421)] 2024-10-15 15:03:53,578 - Train: 96.14% [1202700/1251000] [961.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000041] [CE 3.705 (4.130)] [KD 2.225 (2.477)] 2024-10-15 15:04:01,197 - Train: 96.14% [1202750/1251000] [961.4/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 4.179 (4.117)] [KD 2.507 (2.470)] 2024-10-15 15:04:09,022 - Train: 96.15% [1202800/1251000] [961.5/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 4.049 (4.032)] [KD 2.634 (2.431)] 2024-10-15 15:04:16,570 - Train: 96.15% [1202850/1251000] [961.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000041] [CE 3.744 (4.011)] [KD 2.258 (2.410)] 2024-10-15 15:04:24,196 - Train: 96.16% [1202900/1251000] [961.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000041] [CE 4.203 (4.070)] [KD 2.630 (2.454)] 2024-10-15 15:04:32,026 - Train: 96.16% [1202950/1251000] [961.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000041] [CE 3.529 (4.004)] [KD 2.070 (2.398)] 2024-10-15 15:04:39,533 - Train: 96.16% [1203000/1251000] [961.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 3.768 (4.058)] [KD 2.225 (2.440)] 2024-10-15 15:04:47,162 - Train: 96.17% [1203050/1251000] [961.7/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000041] [CE 4.027 (3.981)] [KD 2.369 (2.410)] 2024-10-15 15:04:55,013 - Train: 96.17% [1203100/1251000] [961.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000041] [CE 4.204 (4.137)] [KD 2.503 (2.485)] 2024-10-15 15:05:02,645 - Train: 96.18% [1203150/1251000] [961.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000041] [CE 4.512 (4.092)] [KD 2.769 (2.490)] 2024-10-15 15:05:10,185 - Train: 96.18% [1203200/1251000] [961.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000041] [CE 4.080 (4.056)] [KD 2.468 (2.481)] 2024-10-15 15:05:17,709 - Train: 96.18% [1203250/1251000] [961.8/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.143] [lr 0.000041] [CE 4.317 (4.032)] [KD 2.526 (2.410)] 2024-10-15 15:05:25,310 - Train: 96.19% [1203300/1251000] [961.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000041] [CE 4.165 (4.026)] [KD 2.423 (2.416)] 2024-10-15 15:05:33,066 - Train: 96.19% [1203350/1251000] [961.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000041] [CE 4.278 (4.014)] [KD 2.492 (2.397)] 2024-10-15 15:05:40,842 - Train: 96.20% [1203400/1251000] [962.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000041] [CE 4.209 (4.062)] [KD 2.717 (2.451)] 2024-10-15 15:05:48,366 - Train: 96.20% [1203450/1251000] [962.0/1000.0] [batch_t 0.145 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000041] [CE 4.117 (4.037)] [KD 2.538 (2.446)] 2024-10-15 15:05:55,660 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.105)] [top1_cnt 39132] [top5_cnt 46929] [top_all 50000] 2024-10-15 15:05:55,660 - net: 78.264 (93.858) 2024-10-15 15:06:01,380 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39380] [top5_cnt 47031] [top_all 50000] 2024-10-15 15:06:01,380 - net_E: 78.760 (94.062) 2024-10-15 15:06:01,495 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:06:01,495 - ==> Total time: 2 days, 1:03:44 Eta: 1:56:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:06:12,327 - Train: 96.20% [1203500/1251000] [962.0/1000.0] [batch_t 0.148 (0.172)] [data_t 0.004] [optim_t 0.144] [lr 0.000041] [CE 4.594 (4.060)] [KD 2.733 (2.449)] 2024-10-15 15:06:19,990 - Train: 96.21% [1203550/1251000] [962.1/1000.0] [batch_t 0.145 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000041] [CE 4.461 (4.002)] [KD 2.664 (2.413)] 2024-10-15 15:06:27,663 - Train: 96.21% [1203600/1251000] [962.1/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000041] [CE 4.174 (4.104)] [KD 2.377 (2.478)] 2024-10-15 15:06:35,223 - Train: 96.22% [1203650/1251000] [962.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000040] [CE 4.252 (3.975)] [KD 2.443 (2.388)] 2024-10-15 15:06:43,206 - Train: 96.22% [1203700/1251000] [962.2/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.000040] [CE 4.534 (4.106)] [KD 2.583 (2.453)] 2024-10-15 15:06:50,907 - Train: 96.22% [1203750/1251000] [962.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000040] [CE 4.073 (4.060)] [KD 2.497 (2.442)] 2024-10-15 15:06:58,597 - Train: 96.23% [1203800/1251000] [962.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000040] [CE 4.062 (4.034)] [KD 2.529 (2.441)] 2024-10-15 15:07:06,202 - Train: 96.23% [1203850/1251000] [962.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000040] [CE 4.693 (4.065)] [KD 2.793 (2.460)] 2024-10-15 15:07:13,944 - Train: 96.24% [1203900/1251000] [962.4/1000.0] [batch_t 0.284 (0.155)] [data_t 0.005] [optim_t 0.279] [lr 0.000040] [CE 4.460 (4.039)] [KD 2.800 (2.423)] 2024-10-15 15:07:21,883 - Train: 96.24% [1203950/1251000] [962.4/1000.0] [batch_t 0.147 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.000040] [CE 3.592 (3.977)] [KD 2.226 (2.395)] 2024-10-15 15:07:29,545 - Train: 96.24% [1204000/1251000] [962.4/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000040] [CE 4.044 (4.085)] [KD 2.339 (2.460)] 2024-10-15 15:07:37,124 - Train: 96.25% [1204050/1251000] [962.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000040] [CE 4.018 (4.102)] [KD 2.342 (2.469)] 2024-10-15 15:07:44,940 - Train: 96.25% [1204100/1251000] [962.5/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000040] [CE 3.507 (4.061)] [KD 2.110 (2.437)] 2024-10-15 15:07:52,490 - Train: 96.25% [1204150/1251000] [962.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000040] [CE 4.125 (4.103)] [KD 2.657 (2.468)] 2024-10-15 15:08:00,124 - Train: 96.26% [1204200/1251000] [962.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000040] [CE 3.953 (4.097)] [KD 2.417 (2.468)] 2024-10-15 15:08:07,874 - Train: 96.26% [1204250/1251000] [962.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000040] [CE 4.046 (3.997)] [KD 2.199 (2.375)] 2024-10-15 15:08:15,563 - Train: 96.27% [1204300/1251000] [962.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000040] [CE 3.539 (4.143)] [KD 2.045 (2.507)] 2024-10-15 15:08:23,375 - Train: 96.27% [1204350/1251000] [962.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000040] [CE 3.857 (4.090)] [KD 2.367 (2.486)] 2024-10-15 15:08:30,956 - Train: 96.27% [1204400/1251000] [962.7/1000.0] [batch_t 0.155 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000040] [CE 4.047 (4.105)] [KD 2.371 (2.446)] 2024-10-15 15:08:38,670 - Train: 96.28% [1204450/1251000] [962.8/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000040] [CE 3.552 (4.094)] [KD 2.124 (2.484)] 2024-10-15 15:08:46,381 - Train: 96.28% [1204500/1251000] [962.8/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000040] [CE 4.104 (4.015)] [KD 2.307 (2.444)] 2024-10-15 15:08:54,295 - Train: 96.29% [1204550/1251000] [962.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000040] [CE 4.463 (4.058)] [KD 2.741 (2.437)] 2024-10-15 15:09:01,873 - Train: 96.29% [1204600/1251000] [962.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000040] [CE 3.945 (3.989)] [KD 2.503 (2.406)] 2024-10-15 15:09:09,672 - Train: 96.29% [1204650/1251000] [962.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000040] [CE 3.711 (4.006)] [KD 2.243 (2.412)] 2024-10-15 15:09:17,230 - Train: 96.30% [1204700/1251000] [963.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000040] [CE 3.905 (4.109)] [KD 2.255 (2.473)] 2024-10-15 15:09:24,776 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39144] [top5_cnt 46992] [top_all 50000] 2024-10-15 15:09:24,776 - net: 78.288 (93.984) 2024-10-15 15:09:30,572 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39350] [top5_cnt 47039] [top_all 50000] 2024-10-15 15:09:30,572 - net_E: 78.700 (94.078) 2024-10-15 15:09:30,708 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:09:30,709 - ==> Total time: 2 days, 1:07:13 Eta: 1:53:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:09:38,697 - Train: 96.30% [1204750/1251000] [963.0/1000.0] [batch_t 0.148 (0.169)] [data_t 0.003] [optim_t 0.146] [lr 0.000040] [CE 4.029 (4.025)] [KD 2.420 (2.411)] 2024-10-15 15:09:46,214 - Train: 96.31% [1204800/1251000] [963.1/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000040] [CE 4.172 (4.000)] [KD 2.448 (2.422)] 2024-10-15 15:09:54,188 - Train: 96.31% [1204850/1251000] [963.1/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000040] [CE 3.720 (4.009)] [KD 2.169 (2.380)] 2024-10-15 15:10:01,831 - Train: 96.31% [1204900/1251000] [963.1/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000040] [CE 4.306 (4.111)] [KD 2.597 (2.489)] 2024-10-15 15:10:09,475 - Train: 96.32% [1204950/1251000] [963.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.147] [lr 0.000040] [CE 3.889 (4.009)] [KD 2.357 (2.440)] 2024-10-15 15:10:17,015 - Train: 96.32% [1205000/1251000] [963.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000040] [CE 4.296 (4.028)] [KD 2.477 (2.449)] 2024-10-15 15:10:24,691 - Train: 96.33% [1205050/1251000] [963.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000040] [CE 3.771 (4.012)] [KD 2.366 (2.430)] 2024-10-15 15:10:32,290 - Train: 96.33% [1205100/1251000] [963.3/1000.0] [batch_t 0.147 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000040] [CE 3.751 (4.073)] [KD 2.269 (2.426)] 2024-10-15 15:10:40,015 - Train: 96.33% [1205150/1251000] [963.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000040] [CE 3.760 (4.077)] [KD 2.216 (2.434)] 2024-10-15 15:10:47,616 - Train: 96.34% [1205200/1251000] [963.4/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000040] [CE 4.607 (4.034)] [KD 2.762 (2.423)] 2024-10-15 15:10:55,262 - Train: 96.34% [1205250/1251000] [963.4/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000040] [CE 4.017 (4.034)] [KD 2.611 (2.422)] 2024-10-15 15:11:02,862 - Train: 96.35% [1205300/1251000] [963.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000040] [CE 3.957 (4.069)] [KD 2.331 (2.435)] 2024-10-15 15:11:10,449 - Train: 96.35% [1205350/1251000] [963.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000040] [CE 4.155 (4.078)] [KD 2.359 (2.444)] 2024-10-15 15:11:18,156 - Train: 96.35% [1205400/1251000] [963.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000040] [CE 4.270 (4.074)] [KD 2.597 (2.441)] 2024-10-15 15:11:25,800 - Train: 96.36% [1205450/1251000] [963.6/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000040] [CE 4.332 (3.966)] [KD 2.582 (2.394)] 2024-10-15 15:11:33,373 - Train: 96.36% [1205500/1251000] [963.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000040] [CE 4.370 (4.056)] [KD 2.686 (2.441)] 2024-10-15 15:11:40,880 - Train: 96.37% [1205550/1251000] [963.7/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000040] [CE 4.152 (3.991)] [KD 2.543 (2.435)] 2024-10-15 15:11:48,466 - Train: 96.37% [1205600/1251000] [963.7/1000.0] [batch_t 0.245 (0.152)] [data_t 0.003] [optim_t 0.242] [lr 0.000040] [CE 3.778 (4.040)] [KD 2.327 (2.426)] 2024-10-15 15:11:56,233 - Train: 96.37% [1205650/1251000] [963.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.003] [optim_t 0.143] [lr 0.000040] [CE 3.995 (4.087)] [KD 2.484 (2.445)] 2024-10-15 15:12:04,162 - Train: 96.38% [1205700/1251000] [963.8/1000.0] [batch_t 0.156 (0.158)] [data_t 0.003] [optim_t 0.154] [lr 0.000040] [CE 3.867 (4.094)] [KD 2.320 (2.457)] 2024-10-15 15:12:11,833 - Train: 96.38% [1205750/1251000] [963.8/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000040] [CE 4.479 (4.111)] [KD 2.564 (2.474)] 2024-10-15 15:12:19,602 - Train: 96.39% [1205800/1251000] [963.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000040] [CE 3.850 (4.044)] [KD 2.314 (2.414)] 2024-10-15 15:12:27,238 - Train: 96.39% [1205850/1251000] [963.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000040] [CE 3.854 (4.048)] [KD 2.402 (2.433)] 2024-10-15 15:12:34,877 - Train: 96.39% [1205900/1251000] [963.9/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000040] [CE 4.449 (4.074)] [KD 2.669 (2.441)] 2024-10-15 15:12:42,638 - Train: 96.40% [1205950/1251000] [964.0/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000039] [CE 3.952 (4.057)] [KD 2.285 (2.414)] 2024-10-15 15:12:50,345 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39138] [top5_cnt 46930] [top_all 50000] 2024-10-15 15:12:50,345 - net: 78.276 (93.860) 2024-10-15 15:12:56,031 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.104)] [top1_cnt 39373] [top5_cnt 47038] [top_all 50000] 2024-10-15 15:12:56,031 - net_E: 78.746 (94.076) 2024-10-15 15:12:56,154 - Max [top1: 78.482 (epoch: 958)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:12:56,154 - ==> Total time: 2 days, 1:10:39 Eta: 1:50:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:13:03,881 - Train: 96.40% [1206000/1251000] [964.0/1000.0] [batch_t 0.153 (0.166)] [data_t 0.004] [optim_t 0.150] [lr 0.000039] [CE 4.305 (3.981)] [KD 2.626 (2.397)] 2024-10-15 15:13:11,710 - Train: 96.41% [1206050/1251000] [964.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000039] [CE 3.825 (4.108)] [KD 2.254 (2.477)] 2024-10-15 15:13:19,284 - Train: 96.41% [1206100/1251000] [964.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000039] [CE 3.804 (4.066)] [KD 2.321 (2.458)] 2024-10-15 15:13:26,944 - Train: 96.41% [1206150/1251000] [964.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000039] [CE 3.520 (4.021)] [KD 2.230 (2.416)] 2024-10-15 15:13:34,491 - Train: 96.42% [1206200/1251000] [964.2/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000039] [CE 4.451 (4.050)] [KD 2.700 (2.433)] 2024-10-15 15:13:42,105 - Train: 96.42% [1206250/1251000] [964.2/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000039] [CE 4.075 (4.060)] [KD 2.339 (2.429)] 2024-10-15 15:13:49,909 - Train: 96.43% [1206300/1251000] [964.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000039] [CE 4.269 (4.117)] [KD 2.406 (2.485)] 2024-10-15 15:13:57,584 - Train: 96.43% [1206350/1251000] [964.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.151] [lr 0.000039] [CE 5.003 (4.018)] [KD 2.845 (2.420)] 2024-10-15 15:14:05,278 - Train: 96.43% [1206400/1251000] [964.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000039] [CE 3.649 (4.058)] [KD 2.258 (2.435)] 2024-10-15 15:14:12,921 - Train: 96.44% [1206450/1251000] [964.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000039] [CE 4.349 (4.068)] [KD 2.571 (2.454)] 2024-10-15 15:14:20,814 - Train: 96.44% [1206500/1251000] [964.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000039] [CE 4.236 (4.070)] [KD 2.568 (2.435)] 2024-10-15 15:14:28,324 - Train: 96.45% [1206550/1251000] [964.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000039] [CE 4.384 (4.068)] [KD 2.706 (2.443)] 2024-10-15 15:14:35,883 - Train: 96.45% [1206600/1251000] [964.5/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000039] [CE 4.072 (4.070)] [KD 2.352 (2.429)] 2024-10-15 15:14:43,575 - Train: 96.45% [1206650/1251000] [964.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000039] [CE 4.157 (4.018)] [KD 2.525 (2.446)] 2024-10-15 15:14:51,250 - Train: 96.46% [1206700/1251000] [964.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000039] [CE 3.948 (4.001)] [KD 2.461 (2.409)] 2024-10-15 15:14:59,132 - Train: 96.46% [1206750/1251000] [964.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000039] [CE 3.942 (4.097)] [KD 2.272 (2.472)] 2024-10-15 15:15:06,932 - Train: 96.47% [1206800/1251000] [964.7/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000039] [CE 4.184 (4.126)] [KD 2.453 (2.493)] 2024-10-15 15:15:14,679 - Train: 96.47% [1206850/1251000] [964.7/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000039] [CE 3.980 (4.059)] [KD 2.169 (2.433)] 2024-10-15 15:15:22,581 - Train: 96.47% [1206900/1251000] [964.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000039] [CE 4.098 (4.038)] [KD 2.570 (2.438)] 2024-10-15 15:15:30,226 - Train: 96.48% [1206950/1251000] [964.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.003] [optim_t 0.150] [lr 0.000039] [CE 3.915 (4.034)] [KD 2.233 (2.433)] 2024-10-15 15:15:37,840 - Train: 96.48% [1207000/1251000] [964.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.003] [optim_t 0.145] [lr 0.000039] [CE 3.896 (4.137)] [KD 2.412 (2.464)] 2024-10-15 15:15:45,423 - Train: 96.49% [1207050/1251000] [964.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000039] [CE 4.041 (4.077)] [KD 2.521 (2.459)] 2024-10-15 15:15:53,124 - Train: 96.49% [1207100/1251000] [964.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000039] [CE 4.448 (4.135)] [KD 2.535 (2.484)] 2024-10-15 15:16:01,117 - Train: 96.49% [1207150/1251000] [964.9/1000.0] [batch_t 0.153 (0.160)] [data_t 0.004] [optim_t 0.149] [lr 0.000039] [CE 4.032 (4.031)] [KD 2.446 (2.426)] 2024-10-15 15:16:08,877 - Train: 96.50% [1207200/1251000] [965.0/1000.0] [batch_t 0.155 (0.155)] [data_t 0.008] [optim_t 0.147] [lr 0.000039] [CE 4.139 (4.148)] [KD 2.481 (2.478)] 2024-10-15 15:16:16,721 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39262] [top5_cnt 46987] [top_all 50000] 2024-10-15 15:16:16,722 - net: 78.524 (93.974) 2024-10-15 15:16:22,660 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39361] [top5_cnt 47042] [top_all 50000] 2024-10-15 15:16:22,661 - net_E: 78.722 (94.084) 2024-10-15 15:16:22,797 - Max [top1: 78.524 (epoch: 965)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:16:22,797 - ==> Total time: 2 days, 1:14:06 Eta: 1:47:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:16:37,572 - Train: 96.50% [1207250/1251000] [965.0/1000.0] [batch_t 0.152 (0.164)] [data_t 0.004] [optim_t 0.148] [lr 0.000039] [CE 4.081 (4.030)] [KD 2.468 (2.420)] 2024-10-15 15:16:45,397 - Train: 96.51% [1207300/1251000] [965.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000039] [CE 4.068 (4.100)] [KD 2.452 (2.462)] 2024-10-15 15:16:52,904 - Train: 96.51% [1207350/1251000] [965.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000039] [CE 3.962 (4.064)] [KD 2.321 (2.418)] 2024-10-15 15:17:00,465 - Train: 96.51% [1207400/1251000] [965.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000039] [CE 4.331 (4.107)] [KD 2.698 (2.466)] 2024-10-15 15:17:08,050 - Train: 96.52% [1207450/1251000] [965.2/1000.0] [batch_t 0.164 (0.152)] [data_t 0.005] [optim_t 0.159] [lr 0.000039] [CE 4.969 (4.123)] [KD 3.048 (2.484)] 2024-10-15 15:17:15,887 - Train: 96.52% [1207500/1251000] [965.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000039] [CE 4.227 (4.024)] [KD 2.555 (2.434)] 2024-10-15 15:17:23,671 - Train: 96.53% [1207550/1251000] [965.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000039] [CE 4.022 (4.043)] [KD 2.271 (2.413)] 2024-10-15 15:17:31,421 - Train: 96.53% [1207600/1251000] [965.3/1000.0] [batch_t 0.156 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000039] [CE 3.330 (4.099)] [KD 2.030 (2.453)] 2024-10-15 15:17:39,076 - Train: 96.53% [1207650/1251000] [965.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000039] [CE 3.893 (4.049)] [KD 2.285 (2.436)] 2024-10-15 15:17:46,596 - Train: 96.54% [1207700/1251000] [965.4/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000039] [CE 3.759 (4.000)] [KD 2.207 (2.412)] 2024-10-15 15:17:54,256 - Train: 96.54% [1207750/1251000] [965.4/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000039] [CE 4.004 (3.994)] [KD 2.473 (2.389)] 2024-10-15 15:18:01,776 - Train: 96.55% [1207800/1251000] [965.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000039] [CE 4.411 (3.990)] [KD 2.506 (2.388)] 2024-10-15 15:18:09,635 - Train: 96.55% [1207850/1251000] [965.5/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000039] [CE 4.339 (4.101)] [KD 2.725 (2.462)] 2024-10-15 15:18:17,245 - Train: 96.55% [1207900/1251000] [965.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000039] [CE 4.132 (4.033)] [KD 2.719 (2.437)] 2024-10-15 15:18:24,824 - Train: 96.56% [1207950/1251000] [965.6/1000.0] [batch_t 0.153 (0.151)] [data_t 0.003] [optim_t 0.150] [lr 0.000039] [CE 4.178 (4.078)] [KD 2.452 (2.435)] 2024-10-15 15:18:32,624 - Train: 96.56% [1208000/1251000] [965.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000039] [CE 3.631 (4.074)] [KD 2.236 (2.438)] 2024-10-15 15:18:40,182 - Train: 96.57% [1208050/1251000] [965.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000039] [CE 4.278 (4.037)] [KD 2.506 (2.407)] 2024-10-15 15:18:47,927 - Train: 96.57% [1208100/1251000] [965.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000039] [CE 3.869 (4.087)] [KD 2.412 (2.453)] 2024-10-15 15:18:55,750 - Train: 96.57% [1208150/1251000] [965.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000039] [CE 4.263 (4.070)] [KD 2.484 (2.444)] 2024-10-15 15:19:03,402 - Train: 96.58% [1208200/1251000] [965.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000039] [CE 4.219 (4.117)] [KD 2.415 (2.444)] 2024-10-15 15:19:10,963 - Train: 96.58% [1208250/1251000] [965.8/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000039] [CE 3.693 (4.020)] [KD 2.235 (2.410)] 2024-10-15 15:19:18,488 - Train: 96.59% [1208300/1251000] [965.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.003] [optim_t 0.147] [lr 0.000039] [CE 3.666 (3.936)] [KD 2.097 (2.357)] 2024-10-15 15:19:26,116 - Train: 96.59% [1208350/1251000] [965.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000039] [CE 3.538 (4.078)] [KD 2.146 (2.444)] 2024-10-15 15:19:33,858 - Train: 96.59% [1208400/1251000] [965.9/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000038] [CE 4.174 (4.052)] [KD 2.519 (2.421)] 2024-10-15 15:19:41,636 - Train: 96.60% [1208450/1251000] [966.0/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000038] [CE 4.168 (3.998)] [KD 2.573 (2.390)] 2024-10-15 15:19:49,569 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.105)] [top1_cnt 39290] [top5_cnt 46984] [top_all 50000] 2024-10-15 15:19:49,569 - net: 78.580 (93.968) 2024-10-15 15:19:55,447 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 39365] [top5_cnt 47044] [top_all 50000] 2024-10-15 15:19:55,448 - net_E: 78.730 (94.088) 2024-10-15 15:19:55,595 - Max [top1: 78.580 (epoch: 966)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:19:55,595 - ==> Total time: 2 days, 1:17:38 Eta: 1:44:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:20:07,282 - Train: 96.60% [1208500/1251000] [966.0/1000.0] [batch_t 0.152 (0.169)] [data_t 0.005] [optim_t 0.147] [lr 0.000038] [CE 4.123 (4.079)] [KD 2.410 (2.457)] 2024-10-15 15:20:14,995 - Train: 96.61% [1208550/1251000] [966.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000038] [CE 4.028 (4.123)] [KD 2.464 (2.479)] 2024-10-15 15:20:22,620 - Train: 96.61% [1208600/1251000] [966.1/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000038] [CE 3.917 (4.040)] [KD 2.381 (2.425)] 2024-10-15 15:20:30,180 - Train: 96.61% [1208650/1251000] [966.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000038] [CE 4.528 (3.951)] [KD 2.440 (2.364)] 2024-10-15 15:20:38,210 - Train: 96.62% [1208700/1251000] [966.2/1000.0] [batch_t 0.150 (0.161)] [data_t 0.003] [optim_t 0.147] [lr 0.000038] [CE 3.740 (4.092)] [KD 2.125 (2.434)] 2024-10-15 15:20:45,785 - Train: 96.62% [1208750/1251000] [966.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.006] [optim_t 0.142] [lr 0.000038] [CE 3.728 (4.093)] [KD 2.339 (2.456)] 2024-10-15 15:20:53,793 - Train: 96.63% [1208800/1251000] [966.3/1000.0] [batch_t 0.147 (0.160)] [data_t 0.005] [optim_t 0.143] [lr 0.000038] [CE 4.179 (4.056)] [KD 2.329 (2.434)] 2024-10-15 15:21:01,534 - Train: 96.63% [1208850/1251000] [966.3/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000038] [CE 4.581 (3.973)] [KD 2.662 (2.386)] 2024-10-15 15:21:09,244 - Train: 96.63% [1208900/1251000] [966.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000038] [CE 4.248 (4.046)] [KD 2.582 (2.418)] 2024-10-15 15:21:16,997 - Train: 96.64% [1208950/1251000] [966.4/1000.0] [batch_t 0.158 (0.155)] [data_t 0.005] [optim_t 0.153] [lr 0.000038] [CE 4.063 (4.120)] [KD 2.548 (2.487)] 2024-10-15 15:21:24,702 - Train: 96.64% [1209000/1251000] [966.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000038] [CE 3.954 (4.102)] [KD 2.382 (2.466)] 2024-10-15 15:21:32,325 - Train: 96.65% [1209050/1251000] [966.5/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000038] [CE 4.426 (4.057)] [KD 2.696 (2.422)] 2024-10-15 15:21:40,207 - Train: 96.65% [1209100/1251000] [966.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000038] [CE 4.573 (4.070)] [KD 2.963 (2.463)] 2024-10-15 15:21:47,914 - Train: 96.65% [1209150/1251000] [966.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000038] [CE 4.267 (4.130)] [KD 2.635 (2.463)] 2024-10-15 15:21:55,500 - Train: 96.66% [1209200/1251000] [966.6/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000038] [CE 4.139 (3.973)] [KD 2.572 (2.397)] 2024-10-15 15:22:03,527 - Train: 96.66% [1209250/1251000] [966.6/1000.0] [batch_t 0.157 (0.160)] [data_t 0.005] [optim_t 0.152] [lr 0.000038] [CE 3.905 (4.107)] [KD 2.145 (2.480)] 2024-10-15 15:22:11,111 - Train: 96.67% [1209300/1251000] [966.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000038] [CE 4.266 (4.078)] [KD 2.514 (2.447)] 2024-10-15 15:22:18,728 - Train: 96.67% [1209350/1251000] [966.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000038] [CE 4.359 (4.052)] [KD 2.669 (2.428)] 2024-10-15 15:22:26,462 - Train: 96.67% [1209400/1251000] [966.7/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000038] [CE 3.454 (4.091)] [KD 2.231 (2.461)] 2024-10-15 15:22:34,041 - Train: 96.68% [1209450/1251000] [966.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000038] [CE 3.487 (4.080)] [KD 2.204 (2.454)] 2024-10-15 15:22:41,744 - Train: 96.68% [1209500/1251000] [966.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000038] [CE 3.740 (4.086)] [KD 2.203 (2.452)] 2024-10-15 15:22:49,825 - Train: 96.69% [1209550/1251000] [966.9/1000.0] [batch_t 0.157 (0.162)] [data_t 0.005] [optim_t 0.152] [lr 0.000038] [CE 4.132 (4.085)] [KD 2.454 (2.438)] 2024-10-15 15:22:57,435 - Train: 96.69% [1209600/1251000] [966.9/1000.0] [batch_t 0.161 (0.152)] [data_t 0.004] [optim_t 0.158] [lr 0.000038] [CE 3.701 (4.050)] [KD 2.323 (2.428)] 2024-10-15 15:23:05,320 - Train: 96.69% [1209650/1251000] [966.9/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000038] [CE 3.922 (4.062)] [KD 2.379 (2.445)] 2024-10-15 15:23:12,886 - Train: 96.70% [1209700/1251000] [967.0/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000038] [CE 4.456 (4.068)] [KD 2.782 (2.437)] 2024-10-15 15:23:21,167 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39205] [top5_cnt 46935] [top_all 50000] 2024-10-15 15:23:21,168 - net: 78.410 (93.870) 2024-10-15 15:23:27,200 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.110)] [top1_cnt 39383] [top5_cnt 47042] [top_all 50000] 2024-10-15 15:23:27,201 - net_E: 78.766 (94.084) 2024-10-15 15:23:27,343 - Max [top1: 78.580 (epoch: 966)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:23:27,343 - ==> Total time: 2 days, 1:21:10 Eta: 1:41:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:23:34,619 - Train: 96.70% [1209750/1251000] [967.0/1000.0] [batch_t 0.155 (0.165)] [data_t 0.003] [optim_t 0.151] [lr 0.000038] [CE 3.960 (4.039)] [KD 2.510 (2.400)] 2024-10-15 15:23:42,363 - Train: 96.71% [1209800/1251000] [967.1/1000.0] [batch_t 0.291 (0.155)] [data_t 0.004] [optim_t 0.286] [lr 0.000038] [CE 3.930 (4.124)] [KD 2.140 (2.456)] 2024-10-15 15:23:50,198 - Train: 96.71% [1209850/1251000] [967.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000038] [CE 4.138 (4.033)] [KD 2.440 (2.421)] 2024-10-15 15:23:57,927 - Train: 96.71% [1209900/1251000] [967.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000038] [CE 4.284 (4.028)] [KD 2.575 (2.419)] 2024-10-15 15:24:05,823 - Train: 96.72% [1209950/1251000] [967.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000038] [CE 3.693 (3.994)] [KD 2.262 (2.391)] 2024-10-15 15:24:13,559 - Train: 96.72% [1210000/1251000] [967.2/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000038] [CE 4.259 (4.109)] [KD 2.554 (2.439)] 2024-10-15 15:24:21,212 - Train: 96.73% [1210050/1251000] [967.3/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000038] [CE 4.463 (4.088)] [KD 2.640 (2.451)] 2024-10-15 15:24:28,740 - Train: 96.73% [1210100/1251000] [967.3/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000038] [CE 4.202 (4.105)] [KD 2.645 (2.467)] 2024-10-15 15:24:36,483 - Train: 96.73% [1210150/1251000] [967.3/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000038] [CE 3.967 (4.060)] [KD 2.353 (2.431)] 2024-10-15 15:24:44,061 - Train: 96.74% [1210200/1251000] [967.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000038] [CE 4.078 (4.151)] [KD 2.394 (2.479)] 2024-10-15 15:24:51,901 - Train: 96.74% [1210250/1251000] [967.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.003] [optim_t 0.145] [lr 0.000038] [CE 4.417 (4.076)] [KD 2.645 (2.437)] 2024-10-15 15:24:59,609 - Train: 96.75% [1210300/1251000] [967.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000038] [CE 4.329 (4.043)] [KD 2.610 (2.430)] 2024-10-15 15:25:07,213 - Train: 96.75% [1210350/1251000] [967.5/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.153] [lr 0.000038] [CE 4.483 (4.035)] [KD 2.685 (2.424)] 2024-10-15 15:25:15,080 - Train: 96.75% [1210400/1251000] [967.5/1000.0] [batch_t 0.165 (0.157)] [data_t 0.003] [optim_t 0.161] [lr 0.000038] [CE 4.170 (4.042)] [KD 2.473 (2.417)] 2024-10-15 15:25:23,100 - Train: 96.76% [1210450/1251000] [967.6/1000.0] [batch_t 0.148 (0.160)] [data_t 0.003] [optim_t 0.145] [lr 0.000038] [CE 4.269 (4.064)] [KD 2.558 (2.440)] 2024-10-15 15:25:30,720 - Train: 96.76% [1210500/1251000] [967.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000038] [CE 4.168 (3.997)] [KD 2.433 (2.382)] 2024-10-15 15:25:38,459 - Train: 96.77% [1210550/1251000] [967.7/1000.0] [batch_t 0.157 (0.155)] [data_t 0.005] [optim_t 0.152] [lr 0.000038] [CE 4.074 (4.089)] [KD 2.400 (2.452)] 2024-10-15 15:25:46,156 - Train: 96.77% [1210600/1251000] [967.7/1000.0] [batch_t 0.166 (0.154)] [data_t 0.003] [optim_t 0.163] [lr 0.000038] [CE 3.767 (3.986)] [KD 2.430 (2.411)] 2024-10-15 15:25:54,009 - Train: 96.77% [1210650/1251000] [967.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000038] [CE 4.645 (4.015)] [KD 2.734 (2.422)] 2024-10-15 15:26:02,012 - Train: 96.78% [1210700/1251000] [967.8/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000038] [CE 4.370 (4.079)] [KD 2.617 (2.442)] 2024-10-15 15:26:09,806 - Train: 96.78% [1210750/1251000] [967.8/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000038] [CE 4.554 (4.110)] [KD 2.610 (2.445)] 2024-10-15 15:26:17,531 - Train: 96.79% [1210800/1251000] [967.9/1000.0] [batch_t 0.146 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000038] [CE 3.482 (4.063)] [KD 1.990 (2.414)] 2024-10-15 15:26:25,265 - Train: 96.79% [1210850/1251000] [967.9/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000038] [CE 4.101 (4.061)] [KD 2.483 (2.420)] 2024-10-15 15:26:33,088 - Train: 96.79% [1210900/1251000] [967.9/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000038] [CE 4.563 (4.051)] [KD 2.731 (2.453)] 2024-10-15 15:26:40,725 - Train: 96.80% [1210950/1251000] [968.0/1000.0] [batch_t 0.156 (0.153)] [data_t 0.003] [optim_t 0.153] [lr 0.000038] [CE 4.228 (4.103)] [KD 2.562 (2.449)] 2024-10-15 15:26:49,171 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39307] [top5_cnt 47005] [top_all 50000] 2024-10-15 15:26:49,171 - net: 78.614 (94.010) 2024-10-15 15:26:55,068 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 39387] [top5_cnt 47047] [top_all 50000] 2024-10-15 15:26:55,068 - net_E: 78.774 (94.094) 2024-10-15 15:26:55,186 - Max [top1: 78.614 (epoch: 968)] [top1-ema: 78.812 (epoch: 956)] 2024-10-15 15:26:55,186 - ==> Total time: 2 days, 1:24:38 Eta: 1:38:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:27:06,918 - Train: 96.80% [1211000/1251000] [968.0/1000.0] [batch_t 0.156 (0.174)] [data_t 0.003] [optim_t 0.153] [lr 0.000037] [CE 3.729 (4.043)] [KD 2.453 (2.442)] 2024-10-15 15:27:14,723 - Train: 96.81% [1211050/1251000] [968.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000037] [CE 4.023 (4.051)] [KD 2.428 (2.425)] 2024-10-15 15:27:22,266 - Train: 96.81% [1211100/1251000] [968.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000037] [CE 3.793 (4.081)] [KD 2.238 (2.443)] 2024-10-15 15:27:30,200 - Train: 96.81% [1211150/1251000] [968.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000037] [CE 3.402 (4.037)] [KD 2.024 (2.427)] 2024-10-15 15:27:37,926 - Train: 96.82% [1211200/1251000] [968.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000037] [CE 3.051 (3.940)] [KD 1.895 (2.364)] 2024-10-15 15:27:45,617 - Train: 96.82% [1211250/1251000] [968.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000037] [CE 4.253 (3.994)] [KD 2.560 (2.410)] 2024-10-15 15:27:53,280 - Train: 96.83% [1211300/1251000] [968.3/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000037] [CE 4.087 (3.993)] [KD 2.420 (2.404)] 2024-10-15 15:28:00,934 - Train: 96.83% [1211350/1251000] [968.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000037] [CE 3.719 (4.052)] [KD 2.206 (2.431)] 2024-10-15 15:28:08,557 - Train: 96.83% [1211400/1251000] [968.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000037] [CE 3.482 (4.038)] [KD 2.209 (2.404)] 2024-10-15 15:28:16,427 - Train: 96.84% [1211450/1251000] [968.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000037] [CE 4.592 (4.103)] [KD 2.867 (2.453)] 2024-10-15 15:28:23,942 - Train: 96.84% [1211500/1251000] [968.4/1000.0] [batch_t 0.151 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 4.305 (4.033)] [KD 2.778 (2.415)] 2024-10-15 15:28:31,767 - Train: 96.85% [1211550/1251000] [968.5/1000.0] [batch_t 0.158 (0.156)] [data_t 0.004] [optim_t 0.155] [lr 0.000037] [CE 4.315 (4.056)] [KD 2.658 (2.411)] 2024-10-15 15:28:39,438 - Train: 96.85% [1211600/1251000] [968.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000037] [CE 4.249 (4.056)] [KD 2.448 (2.399)] 2024-10-15 15:28:47,181 - Train: 96.85% [1211650/1251000] [968.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000037] [CE 4.399 (4.036)] [KD 2.553 (2.407)] 2024-10-15 15:28:54,754 - Train: 96.86% [1211700/1251000] [968.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000037] [CE 4.339 (4.079)] [KD 2.636 (2.427)] 2024-10-15 15:29:02,552 - Train: 96.86% [1211750/1251000] [968.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000037] [CE 4.379 (4.043)] [KD 2.648 (2.433)] 2024-10-15 15:29:10,184 - Train: 96.87% [1211800/1251000] [968.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 3.687 (4.054)] [KD 2.228 (2.414)] 2024-10-15 15:29:18,001 - Train: 96.87% [1211850/1251000] [968.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 3.862 (4.035)] [KD 2.365 (2.417)] 2024-10-15 15:29:25,760 - Train: 96.87% [1211900/1251000] [968.7/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000037] [CE 4.404 (3.992)] [KD 2.514 (2.372)] 2024-10-15 15:29:33,340 - Train: 96.88% [1211950/1251000] [968.8/1000.0] [batch_t 0.161 (0.152)] [data_t 0.005] [optim_t 0.156] [lr 0.000037] [CE 3.719 (4.012)] [KD 2.208 (2.396)] 2024-10-15 15:29:41,490 - Train: 96.88% [1212000/1251000] [968.8/1000.0] [batch_t 0.291 (0.163)] [data_t 0.005] [optim_t 0.286] [lr 0.000037] [CE 4.054 (4.066)] [KD 2.350 (2.444)] 2024-10-15 15:29:49,055 - Train: 96.89% [1212050/1251000] [968.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000037] [CE 4.410 (4.077)] [KD 2.583 (2.448)] 2024-10-15 15:29:56,745 - Train: 96.89% [1212100/1251000] [968.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 3.854 (4.102)] [KD 2.433 (2.442)] 2024-10-15 15:30:04,456 - Train: 96.89% [1212150/1251000] [968.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000037] [CE 3.684 (4.047)] [KD 2.298 (2.407)] 2024-10-15 15:30:12,188 - Train: 96.90% [1212200/1251000] [969.0/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000037] [CE 4.092 (4.077)] [KD 2.405 (2.434)] 2024-10-15 15:30:20,677 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39327] [top5_cnt 46979] [top_all 50000] 2024-10-15 15:30:20,678 - net: 78.654 (93.958) 2024-10-15 15:30:26,491 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39413] [top5_cnt 47049] [top_all 50000] 2024-10-15 15:30:26,492 - net_E: 78.826 (94.098) 2024-10-15 15:30:26,641 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.826 (epoch: 969)] 2024-10-15 15:30:26,642 - ==> Total time: 2 days, 1:28:09 Eta: 1:34:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:30:40,602 - Train: 96.90% [1212250/1251000] [969.0/1000.0] [batch_t 0.152 (0.169)] [data_t 0.004] [optim_t 0.148] [lr 0.000037] [CE 4.212 (4.064)] [KD 2.577 (2.432)] 2024-10-15 15:30:48,288 - Train: 96.91% [1212300/1251000] [969.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000037] [CE 4.000 (4.115)] [KD 2.338 (2.451)] 2024-10-15 15:30:55,996 - Train: 96.91% [1212350/1251000] [969.1/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000037] [CE 3.685 (4.108)] [KD 2.173 (2.448)] 2024-10-15 15:31:04,030 - Train: 96.91% [1212400/1251000] [969.1/1000.0] [batch_t 0.290 (0.161)] [data_t 0.003] [optim_t 0.287] [lr 0.000037] [CE 3.617 (4.028)] [KD 2.303 (2.423)] 2024-10-15 15:31:11,909 - Train: 96.92% [1212450/1251000] [969.2/1000.0] [batch_t 0.290 (0.157)] [data_t 0.003] [optim_t 0.287] [lr 0.000037] [CE 4.044 (4.074)] [KD 2.436 (2.416)] 2024-10-15 15:31:19,547 - Train: 96.92% [1212500/1251000] [969.2/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000037] [CE 4.666 (4.078)] [KD 2.494 (2.438)] 2024-10-15 15:31:27,235 - Train: 96.93% [1212550/1251000] [969.3/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000037] [CE 4.037 (4.101)] [KD 2.496 (2.453)] 2024-10-15 15:31:34,864 - Train: 96.93% [1212600/1251000] [969.3/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000037] [CE 4.579 (4.057)] [KD 2.629 (2.445)] 2024-10-15 15:31:42,464 - Train: 96.93% [1212650/1251000] [969.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000037] [CE 4.076 (4.054)] [KD 2.446 (2.422)] 2024-10-15 15:31:50,182 - Train: 96.94% [1212700/1251000] [969.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000037] [CE 3.876 (4.081)] [KD 2.332 (2.426)] 2024-10-15 15:31:57,881 - Train: 96.94% [1212750/1251000] [969.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 3.888 (4.008)] [KD 2.180 (2.401)] 2024-10-15 15:32:05,822 - Train: 96.95% [1212800/1251000] [969.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000037] [CE 3.198 (3.987)] [KD 2.143 (2.398)] 2024-10-15 15:32:13,877 - Train: 96.95% [1212850/1251000] [969.5/1000.0] [batch_t 0.153 (0.161)] [data_t 0.004] [optim_t 0.149] [lr 0.000037] [CE 4.072 (4.043)] [KD 2.430 (2.403)] 2024-10-15 15:32:21,474 - Train: 96.95% [1212900/1251000] [969.5/1000.0] [batch_t 0.147 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000037] [CE 4.652 (3.980)] [KD 2.724 (2.362)] 2024-10-15 15:32:29,264 - Train: 96.96% [1212950/1251000] [969.6/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 3.873 (4.072)] [KD 2.369 (2.422)] 2024-10-15 15:32:36,927 - Train: 96.96% [1213000/1251000] [969.6/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000037] [CE 3.672 (4.077)] [KD 2.081 (2.447)] 2024-10-15 15:32:44,646 - Train: 96.97% [1213050/1251000] [969.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000037] [CE 4.035 (4.057)] [KD 2.190 (2.409)] 2024-10-15 15:32:52,219 - Train: 96.97% [1213100/1251000] [969.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000037] [CE 3.925 (4.090)] [KD 2.235 (2.448)] 2024-10-15 15:32:59,917 - Train: 96.97% [1213150/1251000] [969.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000037] [CE 4.330 (4.055)] [KD 2.634 (2.456)] 2024-10-15 15:33:08,046 - Train: 96.98% [1213200/1251000] [969.8/1000.0] [batch_t 0.154 (0.162)] [data_t 0.003] [optim_t 0.150] [lr 0.000037] [CE 3.895 (4.078)] [KD 2.256 (2.452)] 2024-10-15 15:33:15,822 - Train: 96.98% [1213250/1251000] [969.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000037] [CE 4.021 (3.998)] [KD 2.430 (2.417)] 2024-10-15 15:33:23,506 - Train: 96.99% [1213300/1251000] [969.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000037] [CE 3.971 (4.035)] [KD 2.407 (2.429)] 2024-10-15 15:33:31,202 - Train: 96.99% [1213350/1251000] [969.9/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000037] [CE 4.227 (3.972)] [KD 2.381 (2.410)] 2024-10-15 15:33:38,785 - Train: 96.99% [1213400/1251000] [969.9/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000037] [CE 4.200 (4.069)] [KD 2.477 (2.458)] 2024-10-15 15:33:46,486 - Train: 97.00% [1213450/1251000] [970.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000037] [CE 4.080 (3.994)] [KD 2.432 (2.404)] 2024-10-15 15:33:55,201 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39239] [top5_cnt 46980] [top_all 50000] 2024-10-15 15:33:55,201 - net: 78.478 (93.960) 2024-10-15 15:34:01,053 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39411] [top5_cnt 47041] [top_all 50000] 2024-10-15 15:34:01,053 - net_E: 78.822 (94.082) 2024-10-15 15:34:01,173 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.826 (epoch: 969)] 2024-10-15 15:34:01,174 - ==> Total time: 2 days, 1:31:44 Eta: 1:31:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:34:10,635 - Train: 97.00% [1213500/1251000] [970.0/1000.0] [batch_t 0.151 (0.167)] [data_t 0.004] [optim_t 0.146] [lr 0.000037] [CE 4.121 (4.090)] [KD 2.445 (2.424)] 2024-10-15 15:34:18,490 - Train: 97.01% [1213550/1251000] [970.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000037] [CE 3.530 (4.062)] [KD 2.165 (2.437)] 2024-10-15 15:34:26,184 - Train: 97.01% [1213600/1251000] [970.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000037] [CE 3.670 (4.017)] [KD 2.205 (2.407)] 2024-10-15 15:34:34,130 - Train: 97.01% [1213650/1251000] [970.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.148] [lr 0.000037] [CE 4.002 (4.079)] [KD 2.334 (2.445)] 2024-10-15 15:34:41,681 - Train: 97.02% [1213700/1251000] [970.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000037] [CE 4.201 (4.106)] [KD 2.519 (2.438)] 2024-10-15 15:34:49,363 - Train: 97.02% [1213750/1251000] [970.2/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000036] [CE 4.056 (3.968)] [KD 2.459 (2.361)] 2024-10-15 15:34:56,919 - Train: 97.03% [1213800/1251000] [970.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000036] [CE 4.407 (4.111)] [KD 2.618 (2.432)] 2024-10-15 15:35:04,614 - Train: 97.03% [1213850/1251000] [970.3/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000036] [CE 4.059 (4.113)] [KD 2.327 (2.456)] 2024-10-15 15:35:12,370 - Train: 97.03% [1213900/1251000] [970.3/1000.0] [batch_t 0.174 (0.155)] [data_t 0.003] [optim_t 0.171] [lr 0.000036] [CE 4.145 (4.017)] [KD 2.287 (2.406)] 2024-10-15 15:35:20,239 - Train: 97.04% [1213950/1251000] [970.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 4.186 (4.077)] [KD 2.570 (2.442)] 2024-10-15 15:35:27,956 - Train: 97.04% [1214000/1251000] [970.4/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000036] [CE 4.688 (4.052)] [KD 2.731 (2.447)] 2024-10-15 15:35:35,797 - Train: 97.05% [1214050/1251000] [970.5/1000.0] [batch_t 0.160 (0.157)] [data_t 0.003] [optim_t 0.157] [lr 0.000036] [CE 4.220 (4.044)] [KD 2.618 (2.428)] 2024-10-15 15:35:43,600 - Train: 97.05% [1214100/1251000] [970.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 3.517 (3.997)] [KD 2.153 (2.407)] 2024-10-15 15:35:51,142 - Train: 97.05% [1214150/1251000] [970.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 4.211 (4.085)] [KD 2.530 (2.448)] 2024-10-15 15:35:58,703 - Train: 97.06% [1214200/1251000] [970.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 3.745 (4.020)] [KD 2.361 (2.421)] 2024-10-15 15:36:06,306 - Train: 97.06% [1214250/1251000] [970.6/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.149] [lr 0.000036] [CE 3.853 (4.085)] [KD 2.281 (2.430)] 2024-10-15 15:36:13,984 - Train: 97.07% [1214300/1251000] [970.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 4.015 (3.969)] [KD 2.479 (2.388)] 2024-10-15 15:36:21,809 - Train: 97.07% [1214350/1251000] [970.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000036] [CE 4.021 (3.981)] [KD 2.517 (2.383)] 2024-10-15 15:36:29,747 - Train: 97.07% [1214400/1251000] [970.7/1000.0] [batch_t 0.154 (0.159)] [data_t 0.005] [optim_t 0.150] [lr 0.000036] [CE 4.145 (4.004)] [KD 2.340 (2.395)] 2024-10-15 15:36:37,438 - Train: 97.08% [1214450/1251000] [970.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000036] [CE 3.583 (4.008)] [KD 2.209 (2.407)] 2024-10-15 15:36:45,100 - Train: 97.08% [1214500/1251000] [970.8/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 3.836 (3.951)] [KD 2.298 (2.356)] 2024-10-15 15:36:52,712 - Train: 97.09% [1214550/1251000] [970.9/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000036] [CE 4.589 (4.064)] [KD 2.642 (2.426)] 2024-10-15 15:37:00,307 - Train: 97.09% [1214600/1251000] [970.9/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000036] [CE 3.836 (4.078)] [KD 2.428 (2.449)] 2024-10-15 15:37:07,958 - Train: 97.09% [1214650/1251000] [970.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.148] [lr 0.000036] [CE 4.292 (4.084)] [KD 2.345 (2.432)] 2024-10-15 15:37:15,645 - Train: 97.10% [1214700/1251000] [971.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000036] [CE 4.188 (4.061)] [KD 2.434 (2.420)] 2024-10-15 15:37:24,736 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39175] [top5_cnt 46992] [top_all 50000] 2024-10-15 15:37:24,736 - net: 78.350 (93.984) 2024-10-15 15:37:30,520 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39404] [top5_cnt 47045] [top_all 50000] 2024-10-15 15:37:30,520 - net_E: 78.808 (94.090) 2024-10-15 15:37:30,682 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.826 (epoch: 969)] 2024-10-15 15:37:30,683 - ==> Total time: 2 days, 1:35:13 Eta: 1:28:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:37:37,815 - Train: 97.10% [1214750/1251000] [971.0/1000.0] [batch_t 0.304 (0.181)] [data_t 0.005] [optim_t 0.299] [lr 0.000036] [CE 4.100 (4.126)] [KD 2.490 (2.459)] 2024-10-15 15:37:46,017 - Train: 97.11% [1214800/1251000] [971.1/1000.0] [batch_t 0.148 (0.164)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 4.143 (4.072)] [KD 2.603 (2.423)] 2024-10-15 15:37:53,646 - Train: 97.11% [1214850/1251000] [971.1/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000036] [CE 4.136 (4.031)] [KD 2.440 (2.392)] 2024-10-15 15:38:01,222 - Train: 97.11% [1214900/1251000] [971.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000036] [CE 3.695 (4.019)] [KD 2.178 (2.398)] 2024-10-15 15:38:08,918 - Train: 97.12% [1214950/1251000] [971.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000036] [CE 4.152 (4.032)] [KD 2.529 (2.424)] 2024-10-15 15:38:16,706 - Train: 97.12% [1215000/1251000] [971.2/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000036] [CE 4.338 (3.959)] [KD 2.537 (2.359)] 2024-10-15 15:38:24,367 - Train: 97.13% [1215050/1251000] [971.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000036] [CE 4.047 (3.971)] [KD 2.474 (2.384)] 2024-10-15 15:38:32,132 - Train: 97.13% [1215100/1251000] [971.3/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000036] [CE 4.000 (4.021)] [KD 2.374 (2.400)] 2024-10-15 15:38:40,069 - Train: 97.13% [1215150/1251000] [971.3/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000036] [CE 3.801 (4.023)] [KD 2.391 (2.415)] 2024-10-15 15:38:47,828 - Train: 97.14% [1215200/1251000] [971.4/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 3.864 (4.069)] [KD 2.268 (2.422)] 2024-10-15 15:38:55,388 - Train: 97.14% [1215250/1251000] [971.4/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 4.301 (4.090)] [KD 2.581 (2.454)] 2024-10-15 15:39:03,004 - Train: 97.15% [1215300/1251000] [971.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000036] [CE 4.265 (4.079)] [KD 2.559 (2.434)] 2024-10-15 15:39:10,717 - Train: 97.15% [1215350/1251000] [971.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.006] [optim_t 0.145] [lr 0.000036] [CE 3.262 (4.065)] [KD 2.048 (2.431)] 2024-10-15 15:39:18,440 - Train: 97.15% [1215400/1251000] [971.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 4.053 (4.068)] [KD 2.546 (2.443)] 2024-10-15 15:39:26,132 - Train: 97.16% [1215450/1251000] [971.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000036] [CE 3.940 (4.004)] [KD 2.436 (2.399)] 2024-10-15 15:39:33,680 - Train: 97.16% [1215500/1251000] [971.6/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000036] [CE 3.997 (3.990)] [KD 2.381 (2.393)] 2024-10-15 15:39:41,463 - Train: 97.17% [1215550/1251000] [971.7/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000036] [CE 4.538 (4.091)] [KD 2.705 (2.436)] 2024-10-15 15:39:49,108 - Train: 97.17% [1215600/1251000] [971.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.143] [lr 0.000036] [CE 3.604 (4.046)] [KD 2.156 (2.416)] 2024-10-15 15:39:56,985 - Train: 97.17% [1215650/1251000] [971.7/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000036] [CE 3.473 (4.028)] [KD 2.229 (2.402)] 2024-10-15 15:40:04,562 - Train: 97.18% [1215700/1251000] [971.8/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000036] [CE 3.880 (4.039)] [KD 2.261 (2.419)] 2024-10-15 15:40:12,322 - Train: 97.18% [1215750/1251000] [971.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000036] [CE 3.748 (4.048)] [KD 2.220 (2.410)] 2024-10-15 15:40:20,009 - Train: 97.19% [1215800/1251000] [971.9/1000.0] [batch_t 0.275 (0.154)] [data_t 0.004] [optim_t 0.271] [lr 0.000036] [CE 3.744 (4.052)] [KD 2.249 (2.409)] 2024-10-15 15:40:27,693 - Train: 97.19% [1215850/1251000] [971.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000036] [CE 3.997 (4.033)] [KD 2.315 (2.399)] 2024-10-15 15:40:35,392 - Train: 97.19% [1215900/1251000] [971.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 4.417 (4.104)] [KD 2.735 (2.462)] 2024-10-15 15:40:43,051 - Train: 97.20% [1215950/1251000] [972.0/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000036] [CE 4.672 (4.038)] [KD 2.687 (2.416)] 2024-10-15 15:40:52,067 - Test (net): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39232] [top5_cnt 47022] [top_all 50000] 2024-10-15 15:40:52,067 - net: 78.464 (94.044) 2024-10-15 15:40:58,029 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39392] [top5_cnt 47054] [top_all 50000] 2024-10-15 15:40:58,029 - net_E: 78.784 (94.108) 2024-10-15 15:40:58,174 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.826 (epoch: 969)] 2024-10-15 15:40:58,175 - ==> Total time: 2 days, 1:38:41 Eta: 1:25:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:41:04,711 - Train: 97.20% [1216000/1251000] [972.0/1000.0] [batch_t 0.149 (0.178)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 3.787 (4.020)] [KD 2.299 (2.428)] 2024-10-15 15:41:12,429 - Train: 97.21% [1216050/1251000] [972.1/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.149] [lr 0.000036] [CE 4.441 (4.025)] [KD 2.713 (2.385)] 2024-10-15 15:41:20,166 - Train: 97.21% [1216100/1251000] [972.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000036] [CE 3.849 (4.039)] [KD 2.276 (2.402)] 2024-10-15 15:41:27,861 - Train: 97.21% [1216150/1251000] [972.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000036] [CE 3.547 (4.046)] [KD 2.065 (2.446)] 2024-10-15 15:41:35,715 - Train: 97.22% [1216200/1251000] [972.2/1000.0] [batch_t 0.157 (0.157)] [data_t 0.004] [optim_t 0.153] [lr 0.000036] [CE 4.376 (4.070)] [KD 2.519 (2.425)] 2024-10-15 15:41:43,519 - Train: 97.22% [1216250/1251000] [972.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000036] [CE 4.258 (4.031)] [KD 2.498 (2.392)] 2024-10-15 15:41:51,345 - Train: 97.23% [1216300/1251000] [972.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.003] [optim_t 0.150] [lr 0.000036] [CE 3.716 (3.944)] [KD 2.177 (2.348)] 2024-10-15 15:41:58,976 - Train: 97.23% [1216350/1251000] [972.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000036] [CE 3.634 (3.981)] [KD 2.269 (2.386)] 2024-10-15 15:42:06,829 - Train: 97.23% [1216400/1251000] [972.3/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000036] [CE 4.398 (4.017)] [KD 2.768 (2.423)] 2024-10-15 15:42:14,638 - Train: 97.24% [1216450/1251000] [972.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.005] [optim_t 0.143] [lr 0.000036] [CE 3.707 (4.055)] [KD 2.082 (2.442)] 2024-10-15 15:42:22,390 - Train: 97.24% [1216500/1251000] [972.4/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000036] [CE 4.110 (4.081)] [KD 2.355 (2.439)] 2024-10-15 15:42:29,950 - Train: 97.25% [1216550/1251000] [972.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000036] [CE 4.250 (4.026)] [KD 2.565 (2.396)] 2024-10-15 15:42:37,492 - Train: 97.25% [1216600/1251000] [972.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 3.241 (3.965)] [KD 2.078 (2.367)] 2024-10-15 15:42:45,137 - Train: 97.25% [1216650/1251000] [972.5/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000036] [CE 3.920 (4.042)] [KD 2.391 (2.432)] 2024-10-15 15:42:52,761 - Train: 97.26% [1216700/1251000] [972.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000036] [CE 4.143 (4.056)] [KD 2.504 (2.431)] 2024-10-15 15:43:00,505 - Train: 97.26% [1216750/1251000] [972.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000035] [CE 4.075 (3.986)] [KD 2.310 (2.382)] 2024-10-15 15:43:08,218 - Train: 97.27% [1216800/1251000] [972.7/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.154] [lr 0.000035] [CE 3.595 (3.989)] [KD 2.197 (2.364)] 2024-10-15 15:43:15,984 - Train: 97.27% [1216850/1251000] [972.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 4.564 (4.150)] [KD 2.665 (2.473)] 2024-10-15 15:43:23,662 - Train: 97.27% [1216900/1251000] [972.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 4.008 (4.128)] [KD 2.493 (2.460)] 2024-10-15 15:43:31,293 - Train: 97.28% [1216950/1251000] [972.8/1000.0] [batch_t 0.155 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000035] [CE 3.737 (4.023)] [KD 2.317 (2.387)] 2024-10-15 15:43:38,947 - Train: 97.28% [1217000/1251000] [972.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000035] [CE 4.063 (4.062)] [KD 2.334 (2.442)] 2024-10-15 15:43:46,944 - Train: 97.29% [1217050/1251000] [972.9/1000.0] [batch_t 0.152 (0.160)] [data_t 0.005] [optim_t 0.147] [lr 0.000035] [CE 3.135 (4.069)] [KD 2.028 (2.431)] 2024-10-15 15:43:54,745 - Train: 97.29% [1217100/1251000] [972.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 4.112 (3.988)] [KD 2.339 (2.380)] 2024-10-15 15:44:02,427 - Train: 97.29% [1217150/1251000] [972.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000035] [CE 4.548 (4.027)] [KD 2.892 (2.425)] 2024-10-15 15:44:09,979 - Train: 97.30% [1217200/1251000] [973.0/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 3.914 (4.071)] [KD 2.527 (2.429)] 2024-10-15 15:44:19,059 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39190] [top5_cnt 46933] [top_all 50000] 2024-10-15 15:44:19,060 - net: 78.380 (93.866) 2024-10-15 15:44:24,916 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39400] [top5_cnt 47059] [top_all 50000] 2024-10-15 15:44:24,917 - net_E: 78.800 (94.118) 2024-10-15 15:44:25,038 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.826 (epoch: 969)] 2024-10-15 15:44:25,039 - ==> Total time: 2 days, 1:42:08 Eta: 1:22:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:44:31,523 - Train: 97.30% [1217250/1251000] [973.0/1000.0] [batch_t 0.153 (0.173)] [data_t 0.005] [optim_t 0.148] [lr 0.000035] [CE 4.199 (3.996)] [KD 2.501 (2.408)] 2024-10-15 15:44:39,236 - Train: 97.31% [1217300/1251000] [973.1/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000035] [CE 3.486 (3.952)] [KD 1.992 (2.355)] 2024-10-15 15:44:47,020 - Train: 97.31% [1217350/1251000] [973.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000035] [CE 4.213 (4.035)] [KD 2.445 (2.407)] 2024-10-15 15:44:54,702 - Train: 97.31% [1217400/1251000] [973.1/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000035] [CE 3.209 (3.987)] [KD 1.999 (2.380)] 2024-10-15 15:45:02,271 - Train: 97.32% [1217450/1251000] [973.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000035] [CE 4.680 (4.046)] [KD 2.786 (2.418)] 2024-10-15 15:45:10,120 - Train: 97.32% [1217500/1251000] [973.2/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000035] [CE 3.890 (4.052)] [KD 2.487 (2.443)] 2024-10-15 15:45:17,813 - Train: 97.33% [1217550/1251000] [973.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 4.660 (4.076)] [KD 2.723 (2.447)] 2024-10-15 15:45:25,512 - Train: 97.33% [1217600/1251000] [973.3/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000035] [CE 4.187 (4.065)] [KD 2.405 (2.421)] 2024-10-15 15:45:33,033 - Train: 97.33% [1217650/1251000] [973.3/1000.0] [batch_t 0.151 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000035] [CE 3.942 (4.073)] [KD 2.352 (2.431)] 2024-10-15 15:45:40,928 - Train: 97.34% [1217700/1251000] [973.4/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000035] [CE 4.315 (4.040)] [KD 2.669 (2.434)] 2024-10-15 15:45:48,679 - Train: 97.34% [1217750/1251000] [973.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000035] [CE 4.150 (4.069)] [KD 2.395 (2.423)] 2024-10-15 15:45:56,384 - Train: 97.35% [1217800/1251000] [973.5/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000035] [CE 3.980 (4.051)] [KD 2.474 (2.398)] 2024-10-15 15:46:03,999 - Train: 97.35% [1217850/1251000] [973.5/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 4.127 (4.021)] [KD 2.477 (2.408)] 2024-10-15 15:46:11,685 - Train: 97.35% [1217900/1251000] [973.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000035] [CE 4.234 (3.969)] [KD 2.453 (2.382)] 2024-10-15 15:46:19,447 - Train: 97.36% [1217950/1251000] [973.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.003] [optim_t 0.146] [lr 0.000035] [CE 4.044 (4.093)] [KD 2.445 (2.444)] 2024-10-15 15:46:27,023 - Train: 97.36% [1218000/1251000] [973.6/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 4.234 (4.034)] [KD 2.393 (2.400)] 2024-10-15 15:46:34,522 - Train: 97.37% [1218050/1251000] [973.7/1000.0] [batch_t 0.153 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000035] [CE 3.754 (4.039)] [KD 2.145 (2.412)] 2024-10-15 15:46:42,318 - Train: 97.37% [1218100/1251000] [973.7/1000.0] [batch_t 0.163 (0.156)] [data_t 0.004] [optim_t 0.159] [lr 0.000035] [CE 4.027 (3.980)] [KD 2.442 (2.364)] 2024-10-15 15:46:50,036 - Train: 97.37% [1218150/1251000] [973.7/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000035] [CE 3.820 (4.055)] [KD 2.338 (2.417)] 2024-10-15 15:46:57,662 - Train: 97.38% [1218200/1251000] [973.8/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000035] [CE 4.291 (4.048)] [KD 2.521 (2.421)] 2024-10-15 15:47:05,394 - Train: 97.38% [1218250/1251000] [973.8/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000035] [CE 3.544 (4.047)] [KD 2.251 (2.393)] 2024-10-15 15:47:12,927 - Train: 97.39% [1218300/1251000] [973.9/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000035] [CE 4.195 (3.998)] [KD 2.510 (2.412)] 2024-10-15 15:47:20,815 - Train: 97.39% [1218350/1251000] [973.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000035] [CE 4.245 (4.043)] [KD 2.481 (2.416)] 2024-10-15 15:47:28,326 - Train: 97.39% [1218400/1251000] [973.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 3.914 (4.075)] [KD 2.488 (2.424)] 2024-10-15 15:47:36,115 - Train: 97.40% [1218450/1251000] [974.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000035] [CE 3.908 (4.013)] [KD 2.292 (2.399)] 2024-10-15 15:47:45,479 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 39225] [top5_cnt 46913] [top_all 50000] 2024-10-15 15:47:45,480 - net: 78.450 (93.826) 2024-10-15 15:47:51,439 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 39424] [top5_cnt 47052] [top_all 50000] 2024-10-15 15:47:51,439 - net_E: 78.848 (94.104) 2024-10-15 15:47:51,566 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.848 (epoch: 974)] 2024-10-15 15:47:51,567 - ==> Total time: 2 days, 1:45:34 Eta: 1:19:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:48:03,306 - Train: 97.40% [1218500/1251000] [974.0/1000.0] [batch_t 0.149 (0.169)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 4.263 (4.102)] [KD 2.402 (2.428)] 2024-10-15 15:48:11,163 - Train: 97.41% [1218550/1251000] [974.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 4.230 (3.953)] [KD 2.305 (2.344)] 2024-10-15 15:48:18,721 - Train: 97.41% [1218600/1251000] [974.1/1000.0] [batch_t 0.158 (0.151)] [data_t 0.004] [optim_t 0.154] [lr 0.000035] [CE 3.830 (3.993)] [KD 2.216 (2.406)] 2024-10-15 15:48:26,545 - Train: 97.41% [1218650/1251000] [974.1/1000.0] [batch_t 0.161 (0.156)] [data_t 0.003] [optim_t 0.158] [lr 0.000035] [CE 3.975 (4.002)] [KD 2.520 (2.389)] 2024-10-15 15:48:34,072 - Train: 97.42% [1218700/1251000] [974.2/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 3.922 (4.025)] [KD 2.247 (2.410)] 2024-10-15 15:48:41,909 - Train: 97.42% [1218750/1251000] [974.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 4.176 (4.009)] [KD 2.580 (2.388)] 2024-10-15 15:48:49,839 - Train: 97.43% [1218800/1251000] [974.3/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.148] [lr 0.000035] [CE 4.082 (3.975)] [KD 2.256 (2.394)] 2024-10-15 15:48:57,395 - Train: 97.43% [1218850/1251000] [974.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000035] [CE 4.385 (4.098)] [KD 2.449 (2.454)] 2024-10-15 15:49:05,253 - Train: 97.43% [1218900/1251000] [974.3/1000.0] [batch_t 0.314 (0.157)] [data_t 0.004] [optim_t 0.310] [lr 0.000035] [CE 3.571 (4.028)] [KD 2.296 (2.422)] 2024-10-15 15:49:13,004 - Train: 97.44% [1218950/1251000] [974.4/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000035] [CE 4.508 (4.034)] [KD 2.868 (2.423)] 2024-10-15 15:49:20,691 - Train: 97.44% [1219000/1251000] [974.4/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.150] [lr 0.000035] [CE 3.771 (4.017)] [KD 2.241 (2.398)] 2024-10-15 15:49:28,375 - Train: 97.45% [1219050/1251000] [974.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000035] [CE 3.951 (4.053)] [KD 2.588 (2.429)] 2024-10-15 15:49:36,140 - Train: 97.45% [1219100/1251000] [974.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000035] [CE 4.388 (4.047)] [KD 2.512 (2.422)] 2024-10-15 15:49:43,695 - Train: 97.45% [1219150/1251000] [974.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000035] [CE 4.044 (4.018)] [KD 2.307 (2.376)] 2024-10-15 15:49:51,723 - Train: 97.46% [1219200/1251000] [974.6/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.000035] [CE 3.911 (4.009)] [KD 2.209 (2.386)] 2024-10-15 15:49:59,342 - Train: 97.46% [1219250/1251000] [974.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000035] [CE 4.025 (4.053)] [KD 2.435 (2.401)] 2024-10-15 15:50:07,041 - Train: 97.47% [1219300/1251000] [974.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000035] [CE 3.818 (4.109)] [KD 2.299 (2.451)] 2024-10-15 15:50:14,737 - Train: 97.47% [1219350/1251000] [974.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000035] [CE 3.879 (3.985)] [KD 2.374 (2.387)] 2024-10-15 15:50:22,665 - Train: 97.47% [1219400/1251000] [974.7/1000.0] [batch_t 0.150 (0.158)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 4.343 (4.098)] [KD 2.538 (2.422)] 2024-10-15 15:50:30,260 - Train: 97.48% [1219450/1251000] [974.8/1000.0] [batch_t 0.152 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000035] [CE 4.018 (4.037)] [KD 2.353 (2.387)] 2024-10-15 15:50:38,114 - Train: 97.48% [1219500/1251000] [974.8/1000.0] [batch_t 0.155 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000035] [CE 3.456 (3.961)] [KD 2.059 (2.385)] 2024-10-15 15:50:45,671 - Train: 97.49% [1219550/1251000] [974.9/1000.0] [batch_t 0.157 (0.151)] [data_t 0.003] [optim_t 0.154] [lr 0.000035] [CE 4.262 (4.009)] [KD 2.512 (2.381)] 2024-10-15 15:50:53,442 - Train: 97.49% [1219600/1251000] [974.9/1000.0] [batch_t 0.155 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000035] [CE 4.377 (4.090)] [KD 2.460 (2.407)] 2024-10-15 15:51:01,239 - Train: 97.49% [1219650/1251000] [974.9/1000.0] [batch_t 0.155 (0.156)] [data_t 0.004] [optim_t 0.151] [lr 0.000035] [CE 3.502 (4.033)] [KD 2.127 (2.413)] 2024-10-15 15:51:08,859 - Train: 97.50% [1219700/1251000] [975.0/1000.0] [batch_t 0.154 (0.152)] [data_t 0.005] [optim_t 0.150] [lr 0.000035] [CE 4.006 (4.103)] [KD 2.293 (2.436)] 2024-10-15 15:51:18,412 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39254] [top5_cnt 46975] [top_all 50000] 2024-10-15 15:51:18,412 - net: 78.508 (93.950) 2024-10-15 15:51:24,270 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 39400] [top5_cnt 47061] [top_all 50000] 2024-10-15 15:51:24,271 - net_E: 78.800 (94.122) 2024-10-15 15:51:24,458 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.848 (epoch: 974)] 2024-10-15 15:51:24,459 - ==> Total time: 2 days, 1:49:07 Eta: 1:16:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:51:35,016 - Train: 97.50% [1219750/1251000] [975.0/1000.0] [batch_t 0.154 (0.171)] [data_t 0.003] [optim_t 0.151] [lr 0.000035] [CE 3.901 (3.966)] [KD 2.254 (2.356)] 2024-10-15 15:51:42,926 - Train: 97.51% [1219800/1251000] [975.1/1000.0] [batch_t 0.149 (0.158)] [data_t 0.006] [optim_t 0.144] [lr 0.000035] [CE 3.790 (4.032)] [KD 2.160 (2.405)] 2024-10-15 15:51:50,489 - Train: 97.51% [1219850/1251000] [975.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.145] [lr 0.000035] [CE 3.585 (4.120)] [KD 2.166 (2.445)] 2024-10-15 15:51:58,043 - Train: 97.51% [1219900/1251000] [975.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000035] [CE 4.297 (4.094)] [KD 2.396 (2.440)] 2024-10-15 15:52:05,752 - Train: 97.52% [1219950/1251000] [975.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000035] [CE 4.194 (3.941)] [KD 2.417 (2.345)] 2024-10-15 15:52:13,360 - Train: 97.52% [1220000/1251000] [975.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 3.719 (3.994)] [KD 2.306 (2.375)] 2024-10-15 15:52:21,374 - Train: 97.53% [1220050/1251000] [975.3/1000.0] [batch_t 0.151 (0.160)] [data_t 0.003] [optim_t 0.148] [lr 0.000034] [CE 4.312 (4.072)] [KD 2.555 (2.426)] 2024-10-15 15:52:29,182 - Train: 97.53% [1220100/1251000] [975.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 4.310 (4.102)] [KD 2.534 (2.435)] 2024-10-15 15:52:36,787 - Train: 97.53% [1220150/1251000] [975.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 4.476 (4.180)] [KD 2.598 (2.475)] 2024-10-15 15:52:44,625 - Train: 97.54% [1220200/1251000] [975.4/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000034] [CE 4.173 (4.065)] [KD 2.549 (2.447)] 2024-10-15 15:52:52,358 - Train: 97.54% [1220250/1251000] [975.4/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000034] [CE 3.732 (3.989)] [KD 2.258 (2.371)] 2024-10-15 15:53:00,088 - Train: 97.55% [1220300/1251000] [975.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000034] [CE 3.899 (4.055)] [KD 2.211 (2.414)] 2024-10-15 15:53:07,944 - Train: 97.55% [1220350/1251000] [975.5/1000.0] [batch_t 0.147 (0.157)] [data_t 0.005] [optim_t 0.143] [lr 0.000034] [CE 3.888 (4.049)] [KD 2.312 (2.433)] 2024-10-15 15:53:15,848 - Train: 97.55% [1220400/1251000] [975.5/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000034] [CE 4.519 (4.078)] [KD 2.748 (2.430)] 2024-10-15 15:53:23,611 - Train: 97.56% [1220450/1251000] [975.6/1000.0] [batch_t 0.245 (0.155)] [data_t 0.003] [optim_t 0.242] [lr 0.000034] [CE 4.108 (4.071)] [KD 2.450 (2.413)] 2024-10-15 15:53:31,344 - Train: 97.56% [1220500/1251000] [975.6/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000034] [CE 4.072 (4.113)] [KD 2.422 (2.462)] 2024-10-15 15:53:38,968 - Train: 97.57% [1220550/1251000] [975.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 3.960 (3.963)] [KD 2.330 (2.373)] 2024-10-15 15:53:46,620 - Train: 97.57% [1220600/1251000] [975.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000034] [CE 4.401 (4.122)] [KD 2.460 (2.446)] 2024-10-15 15:53:54,499 - Train: 97.57% [1220650/1251000] [975.7/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 4.334 (4.074)] [KD 2.523 (2.418)] 2024-10-15 15:54:02,414 - Train: 97.58% [1220700/1251000] [975.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 4.212 (4.046)] [KD 2.686 (2.423)] 2024-10-15 15:54:10,136 - Train: 97.58% [1220750/1251000] [975.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000034] [CE 4.501 (4.010)] [KD 2.665 (2.371)] 2024-10-15 15:54:18,107 - Train: 97.59% [1220800/1251000] [975.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000034] [CE 4.020 (4.128)] [KD 2.485 (2.458)] 2024-10-15 15:54:25,700 - Train: 97.59% [1220850/1251000] [975.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000034] [CE 4.129 (4.062)] [KD 2.479 (2.421)] 2024-10-15 15:54:33,341 - Train: 97.59% [1220900/1251000] [975.9/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000034] [CE 3.898 (4.064)] [KD 2.311 (2.408)] 2024-10-15 15:54:41,010 - Train: 97.60% [1220950/1251000] [976.0/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 4.303 (4.001)] [KD 2.535 (2.386)] 2024-10-15 15:54:50,749 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39224] [top5_cnt 46961] [top_all 50000] 2024-10-15 15:54:50,750 - net: 78.448 (93.922) 2024-10-15 15:54:56,552 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39398] [top5_cnt 47047] [top_all 50000] 2024-10-15 15:54:56,552 - net_E: 78.796 (94.094) 2024-10-15 15:54:56,688 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.848 (epoch: 974)] 2024-10-15 15:54:56,688 - ==> Total time: 2 days, 1:52:39 Eta: 1:13:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:55:02,736 - Train: 97.60% [1221000/1251000] [976.0/1000.0] [batch_t 0.153 (0.170)] [data_t 0.003] [optim_t 0.150] [lr 0.000034] [CE 3.674 (4.141)] [KD 2.335 (2.467)] 2024-10-15 15:55:10,528 - Train: 97.61% [1221050/1251000] [976.1/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000034] [CE 4.670 (4.064)] [KD 2.837 (2.411)] 2024-10-15 15:55:18,166 - Train: 97.61% [1221100/1251000] [976.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 3.636 (4.034)] [KD 2.246 (2.380)] 2024-10-15 15:55:25,963 - Train: 97.61% [1221150/1251000] [976.1/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.145] [lr 0.000034] [CE 3.792 (4.059)] [KD 2.314 (2.404)] 2024-10-15 15:55:33,756 - Train: 97.62% [1221200/1251000] [976.2/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.152] [lr 0.000034] [CE 4.453 (4.124)] [KD 2.661 (2.439)] 2024-10-15 15:55:41,423 - Train: 97.62% [1221250/1251000] [976.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000034] [CE 4.163 (4.083)] [KD 2.353 (2.416)] 2024-10-15 15:55:48,992 - Train: 97.63% [1221300/1251000] [976.3/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000034] [CE 3.878 (4.013)] [KD 2.340 (2.399)] 2024-10-15 15:55:56,746 - Train: 97.63% [1221350/1251000] [976.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.003] [optim_t 0.144] [lr 0.000034] [CE 3.883 (3.966)] [KD 2.512 (2.364)] 2024-10-15 15:56:04,339 - Train: 97.63% [1221400/1251000] [976.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000034] [CE 3.924 (4.027)] [KD 2.325 (2.377)] 2024-10-15 15:56:12,066 - Train: 97.64% [1221450/1251000] [976.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000034] [CE 3.811 (3.935)] [KD 2.236 (2.333)] 2024-10-15 15:56:19,856 - Train: 97.64% [1221500/1251000] [976.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 4.523 (4.094)] [KD 2.742 (2.439)] 2024-10-15 15:56:27,644 - Train: 97.65% [1221550/1251000] [976.5/1000.0] [batch_t 0.296 (0.156)] [data_t 0.005] [optim_t 0.291] [lr 0.000034] [CE 4.226 (4.053)] [KD 2.449 (2.411)] 2024-10-15 15:56:35,311 - Train: 97.65% [1221600/1251000] [976.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 4.083 (4.088)] [KD 2.527 (2.442)] 2024-10-15 15:56:43,004 - Train: 97.65% [1221650/1251000] [976.5/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 3.820 (4.015)] [KD 2.197 (2.382)] 2024-10-15 15:56:50,627 - Train: 97.66% [1221700/1251000] [976.6/1000.0] [batch_t 0.160 (0.152)] [data_t 0.003] [optim_t 0.157] [lr 0.000034] [CE 4.295 (3.956)] [KD 2.553 (2.367)] 2024-10-15 15:56:58,384 - Train: 97.66% [1221750/1251000] [976.6/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000034] [CE 3.787 (4.059)] [KD 2.357 (2.404)] 2024-10-15 15:57:06,072 - Train: 97.67% [1221800/1251000] [976.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000034] [CE 3.850 (4.023)] [KD 2.231 (2.407)] 2024-10-15 15:57:13,743 - Train: 97.67% [1221850/1251000] [976.7/1000.0] [batch_t 0.157 (0.153)] [data_t 0.004] [optim_t 0.152] [lr 0.000034] [CE 3.587 (4.026)] [KD 2.099 (2.391)] 2024-10-15 15:57:21,454 - Train: 97.67% [1221900/1251000] [976.7/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000034] [CE 3.675 (4.053)] [KD 2.254 (2.394)] 2024-10-15 15:57:29,154 - Train: 97.68% [1221950/1251000] [976.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000034] [CE 3.938 (4.018)] [KD 2.560 (2.415)] 2024-10-15 15:57:36,793 - Train: 97.68% [1222000/1251000] [976.8/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000034] [CE 4.107 (4.036)] [KD 2.501 (2.391)] 2024-10-15 15:57:44,587 - Train: 97.69% [1222050/1251000] [976.9/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000034] [CE 3.738 (4.019)] [KD 2.136 (2.370)] 2024-10-15 15:57:52,260 - Train: 97.69% [1222100/1251000] [976.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000034] [CE 3.995 (3.959)] [KD 2.401 (2.376)] 2024-10-15 15:57:59,907 - Train: 97.69% [1222150/1251000] [976.9/1000.0] [batch_t 0.276 (0.153)] [data_t 0.004] [optim_t 0.272] [lr 0.000034] [CE 4.106 (4.038)] [KD 2.501 (2.406)] 2024-10-15 15:58:07,583 - Train: 97.70% [1222200/1251000] [977.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000034] [CE 3.904 (4.039)] [KD 2.281 (2.422)] 2024-10-15 15:58:17,345 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 39235] [top5_cnt 46992] [top_all 50000] 2024-10-15 15:58:17,346 - net: 78.470 (93.984) 2024-10-15 15:58:23,240 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 39433] [top5_cnt 47051] [top_all 50000] 2024-10-15 15:58:23,241 - net_E: 78.866 (94.102) 2024-10-15 15:58:23,372 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.866 (epoch: 977)] 2024-10-15 15:58:23,373 - ==> Total time: 2 days, 1:56:06 Eta: 1:10:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 15:58:33,123 - Train: 97.70% [1222250/1251000] [977.0/1000.0] [batch_t 0.150 (0.172)] [data_t 0.003] [optim_t 0.147] [lr 0.000034] [CE 3.854 (4.123)] [KD 2.233 (2.439)] 2024-10-15 15:58:40,814 - Train: 97.71% [1222300/1251000] [977.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000034] [CE 4.362 (3.996)] [KD 2.656 (2.414)] 2024-10-15 15:58:48,657 - Train: 97.71% [1222350/1251000] [977.1/1000.0] [batch_t 0.153 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000034] [CE 4.394 (3.993)] [KD 2.713 (2.399)] 2024-10-15 15:58:56,431 - Train: 97.71% [1222400/1251000] [977.1/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000034] [CE 3.982 (4.057)] [KD 2.461 (2.425)] 2024-10-15 15:59:04,114 - Train: 97.72% [1222450/1251000] [977.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.666 (3.976)] [KD 2.182 (2.374)] 2024-10-15 15:59:11,814 - Train: 97.72% [1222500/1251000] [977.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.006] [optim_t 0.149] [lr 0.000034] [CE 4.388 (4.048)] [KD 2.598 (2.385)] 2024-10-15 15:59:19,540 - Train: 97.73% [1222550/1251000] [977.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000034] [CE 4.210 (4.065)] [KD 2.604 (2.412)] 2024-10-15 15:59:27,211 - Train: 97.73% [1222600/1251000] [977.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 4.099 (3.995)] [KD 2.395 (2.369)] 2024-10-15 15:59:34,859 - Train: 97.73% [1222650/1251000] [977.3/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.649 (4.003)] [KD 2.200 (2.367)] 2024-10-15 15:59:42,520 - Train: 97.74% [1222700/1251000] [977.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000034] [CE 4.084 (4.106)] [KD 2.401 (2.466)] 2024-10-15 15:59:50,329 - Train: 97.74% [1222750/1251000] [977.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.866 (4.077)] [KD 2.478 (2.429)] 2024-10-15 15:59:57,863 - Train: 97.75% [1222800/1251000] [977.5/1000.0] [batch_t 0.154 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000034] [CE 4.499 (4.091)] [KD 2.649 (2.448)] 2024-10-15 16:00:05,470 - Train: 97.75% [1222850/1251000] [977.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000034] [CE 3.732 (4.014)] [KD 2.164 (2.389)] 2024-10-15 16:00:13,590 - Train: 97.75% [1222900/1251000] [977.5/1000.0] [batch_t 0.149 (0.162)] [data_t 0.003] [optim_t 0.145] [lr 0.000034] [CE 3.820 (4.025)] [KD 2.300 (2.404)] 2024-10-15 16:00:21,135 - Train: 97.76% [1222950/1251000] [977.6/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.957 (4.028)] [KD 2.239 (2.426)] 2024-10-15 16:00:28,846 - Train: 97.76% [1223000/1251000] [977.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 4.228 (4.133)] [KD 2.634 (2.452)] 2024-10-15 16:00:36,433 - Train: 97.77% [1223050/1251000] [977.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000034] [CE 3.907 (4.065)] [KD 2.384 (2.416)] 2024-10-15 16:00:44,097 - Train: 97.77% [1223100/1251000] [977.7/1000.0] [batch_t 0.259 (0.153)] [data_t 0.004] [optim_t 0.255] [lr 0.000034] [CE 3.945 (4.080)] [KD 2.474 (2.429)] 2024-10-15 16:00:51,746 - Train: 97.77% [1223150/1251000] [977.7/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000034] [CE 4.038 (4.081)] [KD 2.400 (2.437)] 2024-10-15 16:00:59,618 - Train: 97.78% [1223200/1251000] [977.8/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.619 (4.067)] [KD 2.358 (2.436)] 2024-10-15 16:01:07,206 - Train: 97.78% [1223250/1251000] [977.8/1000.0] [batch_t 0.157 (0.152)] [data_t 0.004] [optim_t 0.153] [lr 0.000034] [CE 4.109 (4.100)] [KD 2.512 (2.422)] 2024-10-15 16:01:14,882 - Train: 97.79% [1223300/1251000] [977.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000034] [CE 4.577 (3.999)] [KD 2.737 (2.394)] 2024-10-15 16:01:22,546 - Train: 97.79% [1223350/1251000] [977.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000034] [CE 3.989 (4.000)] [KD 2.514 (2.388)] 2024-10-15 16:01:30,319 - Train: 97.79% [1223400/1251000] [977.9/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.154] [lr 0.000034] [CE 3.463 (4.040)] [KD 2.001 (2.425)] 2024-10-15 16:01:38,010 - Train: 97.80% [1223450/1251000] [978.0/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 3.681 (4.036)] [KD 2.228 (2.387)] 2024-10-15 16:01:48,043 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.107)] [top1_cnt 39303] [top5_cnt 47033] [top_all 50000] 2024-10-15 16:01:48,044 - net: 78.606 (94.066) 2024-10-15 16:01:53,871 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39417] [top5_cnt 47061] [top_all 50000] 2024-10-15 16:01:53,871 - net_E: 78.834 (94.122) 2024-10-15 16:01:54,006 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.866 (epoch: 977)] 2024-10-15 16:01:54,007 - ==> Total time: 2 days, 1:59:37 Eta: 1:07:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:01:59,764 - Train: 97.80% [1223500/1251000] [978.0/1000.0] [batch_t 0.147 (0.177)] [data_t 0.004] [optim_t 0.144] [lr 0.000034] [CE 3.765 (4.125)] [KD 2.211 (2.443)] 2024-10-15 16:02:07,443 - Train: 97.81% [1223550/1251000] [978.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000034] [CE 4.176 (4.011)] [KD 2.397 (2.398)] 2024-10-15 16:02:15,002 - Train: 97.81% [1223600/1251000] [978.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000034] [CE 3.682 (4.092)] [KD 2.167 (2.445)] 2024-10-15 16:02:22,700 - Train: 97.81% [1223650/1251000] [978.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000034] [CE 4.213 (4.062)] [KD 2.441 (2.418)] 2024-10-15 16:02:30,388 - Train: 97.82% [1223700/1251000] [978.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.005] [optim_t 0.150] [lr 0.000033] [CE 3.762 (4.047)] [KD 2.205 (2.414)] 2024-10-15 16:02:38,050 - Train: 97.82% [1223750/1251000] [978.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 3.869 (4.029)] [KD 2.355 (2.404)] 2024-10-15 16:02:45,977 - Train: 97.83% [1223800/1251000] [978.3/1000.0] [batch_t 0.153 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000033] [CE 4.412 (4.027)] [KD 2.463 (2.393)] 2024-10-15 16:02:53,648 - Train: 97.83% [1223850/1251000] [978.3/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000033] [CE 4.185 (4.140)] [KD 2.391 (2.458)] 2024-10-15 16:03:01,468 - Train: 97.83% [1223900/1251000] [978.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000033] [CE 3.771 (3.983)] [KD 2.367 (2.372)] 2024-10-15 16:03:09,345 - Train: 97.84% [1223950/1251000] [978.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 3.980 (4.064)] [KD 2.197 (2.399)] 2024-10-15 16:03:17,004 - Train: 97.84% [1224000/1251000] [978.4/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000033] [CE 4.191 (4.025)] [KD 2.428 (2.406)] 2024-10-15 16:03:24,527 - Train: 97.85% [1224050/1251000] [978.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 3.581 (4.043)] [KD 2.125 (2.390)] 2024-10-15 16:03:32,012 - Train: 97.85% [1224100/1251000] [978.5/1000.0] [batch_t 0.155 (0.150)] [data_t 0.003] [optim_t 0.152] [lr 0.000033] [CE 3.601 (4.039)] [KD 2.281 (2.429)] 2024-10-15 16:03:39,726 - Train: 97.85% [1224150/1251000] [978.5/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.136 (4.078)] [KD 2.453 (2.423)] 2024-10-15 16:03:47,518 - Train: 97.86% [1224200/1251000] [978.6/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000033] [CE 3.959 (4.023)] [KD 2.627 (2.412)] 2024-10-15 16:03:55,126 - Train: 97.86% [1224250/1251000] [978.6/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 4.171 (4.093)] [KD 2.442 (2.435)] 2024-10-15 16:04:02,906 - Train: 97.87% [1224300/1251000] [978.7/1000.0] [batch_t 0.156 (0.155)] [data_t 0.005] [optim_t 0.151] [lr 0.000033] [CE 3.456 (3.989)] [KD 2.054 (2.377)] 2024-10-15 16:04:10,611 - Train: 97.87% [1224350/1251000] [978.7/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000033] [CE 4.217 (3.996)] [KD 2.467 (2.371)] 2024-10-15 16:04:18,218 - Train: 97.87% [1224400/1251000] [978.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000033] [CE 4.294 (4.026)] [KD 2.509 (2.393)] 2024-10-15 16:04:25,801 - Train: 97.88% [1224450/1251000] [978.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000033] [CE 3.831 (4.030)] [KD 2.406 (2.414)] 2024-10-15 16:04:33,288 - Train: 97.88% [1224500/1251000] [978.8/1000.0] [batch_t 0.152 (0.150)] [data_t 0.004] [optim_t 0.148] [lr 0.000033] [CE 4.131 (4.079)] [KD 2.493 (2.423)] 2024-10-15 16:04:41,024 - Train: 97.89% [1224550/1251000] [978.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000033] [CE 4.028 (4.038)] [KD 2.474 (2.398)] 2024-10-15 16:04:48,536 - Train: 97.89% [1224600/1251000] [978.9/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 3.979 (4.072)] [KD 2.272 (2.432)] 2024-10-15 16:04:56,467 - Train: 97.89% [1224650/1251000] [978.9/1000.0] [batch_t 0.150 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 4.549 (4.094)] [KD 2.669 (2.420)] 2024-10-15 16:05:04,221 - Train: 97.90% [1224700/1251000] [979.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.143] [lr 0.000033] [CE 3.966 (4.064)] [KD 2.449 (2.409)] 2024-10-15 16:05:14,312 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39253] [top5_cnt 46972] [top_all 50000] 2024-10-15 16:05:14,313 - net: 78.506 (93.944) 2024-10-15 16:05:20,172 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39403] [top5_cnt 47044] [top_all 50000] 2024-10-15 16:05:20,173 - net_E: 78.806 (94.088) 2024-10-15 16:05:20,382 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.866 (epoch: 977)] 2024-10-15 16:05:20,382 - ==> Total time: 2 days, 2:03:03 Eta: 1:04:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:05:25,738 - Train: 97.90% [1224750/1251000] [979.0/1000.0] [batch_t 0.150 (0.164)] [data_t 0.006] [optim_t 0.144] [lr 0.000033] [CE 4.259 (3.941)] [KD 2.407 (2.358)] 2024-10-15 16:05:33,240 - Train: 97.91% [1224800/1251000] [979.1/1000.0] [batch_t 0.148 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 4.354 (4.031)] [KD 2.607 (2.408)] 2024-10-15 16:05:40,859 - Train: 97.91% [1224850/1251000] [979.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 4.033 (4.070)] [KD 2.436 (2.416)] 2024-10-15 16:05:48,517 - Train: 97.91% [1224900/1251000] [979.1/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000033] [CE 4.484 (4.012)] [KD 2.801 (2.373)] 2024-10-15 16:05:56,082 - Train: 97.92% [1224950/1251000] [979.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000033] [CE 4.043 (3.973)] [KD 2.424 (2.355)] 2024-10-15 16:06:03,997 - Train: 97.92% [1225000/1251000] [979.2/1000.0] [batch_t 0.151 (0.158)] [data_t 0.005] [optim_t 0.147] [lr 0.000033] [CE 3.876 (3.977)] [KD 2.286 (2.375)] 2024-10-15 16:06:11,769 - Train: 97.93% [1225050/1251000] [979.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000033] [CE 3.936 (4.019)] [KD 2.367 (2.399)] 2024-10-15 16:06:19,509 - Train: 97.93% [1225100/1251000] [979.3/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000033] [CE 3.726 (3.995)] [KD 2.344 (2.379)] 2024-10-15 16:06:27,336 - Train: 97.93% [1225150/1251000] [979.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 3.707 (3.967)] [KD 2.174 (2.384)] 2024-10-15 16:06:35,024 - Train: 97.94% [1225200/1251000] [979.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.005] [optim_t 0.147] [lr 0.000033] [CE 3.999 (4.079)] [KD 2.496 (2.416)] 2024-10-15 16:06:42,574 - Train: 97.94% [1225250/1251000] [979.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000033] [CE 4.219 (4.069)] [KD 2.591 (2.422)] 2024-10-15 16:06:50,500 - Train: 97.95% [1225300/1251000] [979.5/1000.0] [batch_t 0.152 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000033] [CE 4.128 (4.064)] [KD 2.519 (2.409)] 2024-10-15 16:06:58,047 - Train: 97.95% [1225350/1251000] [979.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000033] [CE 4.282 (4.009)] [KD 2.454 (2.379)] 2024-10-15 16:07:05,790 - Train: 97.95% [1225400/1251000] [979.5/1000.0] [batch_t 0.153 (0.155)] [data_t 0.005] [optim_t 0.148] [lr 0.000033] [CE 4.024 (4.103)] [KD 2.441 (2.439)] 2024-10-15 16:07:13,436 - Train: 97.96% [1225450/1251000] [979.6/1000.0] [batch_t 0.146 (0.153)] [data_t 0.004] [optim_t 0.142] [lr 0.000033] [CE 4.140 (4.050)] [KD 2.418 (2.401)] 2024-10-15 16:07:21,301 - Train: 97.96% [1225500/1251000] [979.6/1000.0] [batch_t 0.163 (0.157)] [data_t 0.004] [optim_t 0.159] [lr 0.000033] [CE 3.642 (4.080)] [KD 2.145 (2.419)] 2024-10-15 16:07:28,981 - Train: 97.97% [1225550/1251000] [979.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000033] [CE 3.556 (4.060)] [KD 2.310 (2.426)] 2024-10-15 16:07:36,895 - Train: 97.97% [1225600/1251000] [979.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000033] [CE 4.378 (4.027)] [KD 2.574 (2.394)] 2024-10-15 16:07:44,539 - Train: 97.97% [1225650/1251000] [979.7/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000033] [CE 3.822 (4.026)] [KD 2.338 (2.397)] 2024-10-15 16:07:52,342 - Train: 97.98% [1225700/1251000] [979.8/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 4.023 (4.095)] [KD 2.351 (2.433)] 2024-10-15 16:08:00,249 - Train: 97.98% [1225750/1251000] [979.8/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000033] [CE 4.171 (4.042)] [KD 2.505 (2.425)] 2024-10-15 16:08:07,864 - Train: 97.99% [1225800/1251000] [979.9/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000033] [CE 3.937 (4.015)] [KD 2.238 (2.396)] 2024-10-15 16:08:15,729 - Train: 97.99% [1225850/1251000] [979.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 3.974 (4.083)] [KD 2.239 (2.445)] 2024-10-15 16:08:23,543 - Train: 97.99% [1225900/1251000] [979.9/1000.0] [batch_t 0.163 (0.156)] [data_t 0.005] [optim_t 0.159] [lr 0.000033] [CE 3.763 (4.018)] [KD 2.192 (2.384)] 2024-10-15 16:08:31,396 - Train: 98.00% [1225950/1251000] [980.0/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000033] [CE 3.675 (4.055)] [KD 2.193 (2.396)] 2024-10-15 16:08:41,807 - Test (net): 100.00% [50/50] [batch_t 0.048 (0.110)] [top1_cnt 39175] [top5_cnt 46960] [top_all 50000] 2024-10-15 16:08:41,808 - net: 78.350 (93.920) 2024-10-15 16:08:47,675 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39436] [top5_cnt 47045] [top_all 50000] 2024-10-15 16:08:47,675 - net_E: 78.872 (94.090) 2024-10-15 16:08:47,806 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:08:47,807 - ==> Total time: 2 days, 2:06:31 Eta: 1:01:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:08:59,118 - Train: 98.00% [1226000/1251000] [980.0/1000.0] [batch_t 0.150 (0.291)] [data_t 0.003] [optim_t 0.147] [lr 0.000033] [CE 4.375 (4.176)] [KD 2.540 (2.471)] 2024-10-15 16:09:06,791 - Train: 98.01% [1226050/1251000] [980.1/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.148] [lr 0.000033] [CE 3.690 (3.978)] [KD 2.267 (2.375)] 2024-10-15 16:09:14,759 - Train: 98.01% [1226100/1251000] [980.1/1000.0] [batch_t 0.151 (0.159)] [data_t 0.006] [optim_t 0.145] [lr 0.000033] [CE 4.207 (4.014)] [KD 2.401 (2.384)] 2024-10-15 16:09:22,569 - Train: 98.01% [1226150/1251000] [980.1/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000033] [CE 4.104 (4.084)] [KD 2.413 (2.449)] 2024-10-15 16:09:30,117 - Train: 98.02% [1226200/1251000] [980.2/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.143] [lr 0.000033] [CE 3.800 (4.021)] [KD 2.425 (2.378)] 2024-10-15 16:09:37,719 - Train: 98.02% [1226250/1251000] [980.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000033] [CE 3.626 (4.074)] [KD 2.030 (2.421)] 2024-10-15 16:09:45,344 - Train: 98.03% [1226300/1251000] [980.3/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000033] [CE 4.114 (3.982)] [KD 2.398 (2.379)] 2024-10-15 16:09:53,182 - Train: 98.03% [1226350/1251000] [980.3/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000033] [CE 3.788 (3.997)] [KD 2.099 (2.396)] 2024-10-15 16:10:01,297 - Train: 98.03% [1226400/1251000] [980.3/1000.0] [batch_t 0.268 (0.162)] [data_t 0.004] [optim_t 0.265] [lr 0.000033] [CE 4.493 (4.066)] [KD 2.525 (2.403)] 2024-10-15 16:10:09,169 - Train: 98.04% [1226450/1251000] [980.4/1000.0] [batch_t 0.160 (0.157)] [data_t 0.004] [optim_t 0.156] [lr 0.000033] [CE 4.194 (4.087)] [KD 2.359 (2.423)] 2024-10-15 16:10:16,945 - Train: 98.04% [1226500/1251000] [980.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.003] [optim_t 0.149] [lr 0.000033] [CE 3.878 (3.975)] [KD 2.336 (2.349)] 2024-10-15 16:10:24,785 - Train: 98.05% [1226550/1251000] [980.5/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000033] [CE 4.050 (3.969)] [KD 2.520 (2.372)] 2024-10-15 16:10:32,434 - Train: 98.05% [1226600/1251000] [980.5/1000.0] [batch_t 0.152 (0.153)] [data_t 0.006] [optim_t 0.146] [lr 0.000033] [CE 4.013 (4.021)] [KD 2.390 (2.388)] 2024-10-15 16:10:40,126 - Train: 98.05% [1226650/1251000] [980.5/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000033] [CE 3.935 (4.110)] [KD 2.241 (2.432)] 2024-10-15 16:10:48,065 - Train: 98.06% [1226700/1251000] [980.6/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000033] [CE 3.959 (4.040)] [KD 2.331 (2.416)] 2024-10-15 16:10:55,812 - Train: 98.06% [1226750/1251000] [980.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 4.105 (4.095)] [KD 2.527 (2.439)] 2024-10-15 16:11:03,391 - Train: 98.07% [1226800/1251000] [980.7/1000.0] [batch_t 0.146 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000033] [CE 3.710 (4.018)] [KD 2.136 (2.387)] 2024-10-15 16:11:11,164 - Train: 98.07% [1226850/1251000] [980.7/1000.0] [batch_t 0.152 (0.155)] [data_t 0.006] [optim_t 0.146] [lr 0.000033] [CE 4.281 (4.028)] [KD 2.601 (2.369)] 2024-10-15 16:11:18,875 - Train: 98.07% [1226900/1251000] [980.7/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000033] [CE 3.958 (4.053)] [KD 2.467 (2.402)] 2024-10-15 16:11:26,874 - Train: 98.08% [1226950/1251000] [980.8/1000.0] [batch_t 0.159 (0.160)] [data_t 0.003] [optim_t 0.157] [lr 0.000033] [CE 4.150 (4.034)] [KD 2.304 (2.400)] 2024-10-15 16:11:34,590 - Train: 98.08% [1227000/1251000] [980.8/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000033] [CE 4.007 (4.054)] [KD 2.466 (2.423)] 2024-10-15 16:11:42,121 - Train: 98.09% [1227050/1251000] [980.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000033] [CE 4.335 (4.033)] [KD 2.498 (2.380)] 2024-10-15 16:11:49,665 - Train: 98.09% [1227100/1251000] [980.9/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000033] [CE 3.841 (3.973)] [KD 2.268 (2.374)] 2024-10-15 16:11:57,530 - Train: 98.09% [1227150/1251000] [980.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 4.532 (4.097)] [KD 2.803 (2.425)] 2024-10-15 16:12:05,234 - Train: 98.10% [1227200/1251000] [981.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000033] [CE 3.711 (4.098)] [KD 2.088 (2.433)] 2024-10-15 16:12:15,690 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39271] [top5_cnt 46993] [top_all 50000] 2024-10-15 16:12:15,691 - net: 78.542 (93.986) 2024-10-15 16:12:21,509 - Test (net_E): 100.00% [50/50] [batch_t 0.020 (0.106)] [top1_cnt 39422] [top5_cnt 47043] [top_all 50000] 2024-10-15 16:12:21,510 - net_E: 78.844 (94.086) 2024-10-15 16:12:21,616 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:12:21,616 - ==> Total time: 2 days, 2:10:04 Eta: 0:58:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:12:26,607 - Train: 98.10% [1227250/1251000] [981.0/1000.0] [batch_t 0.148 (0.170)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 3.605 (4.052)] [KD 2.096 (2.412)] 2024-10-15 16:12:34,436 - Train: 98.11% [1227300/1251000] [981.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000033] [CE 4.251 (4.035)] [KD 2.505 (2.403)] 2024-10-15 16:12:42,159 - Train: 98.11% [1227350/1251000] [981.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000033] [CE 4.092 (4.038)] [KD 2.363 (2.383)] 2024-10-15 16:12:49,879 - Train: 98.11% [1227400/1251000] [981.1/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.148] [lr 0.000033] [CE 4.591 (4.097)] [KD 2.695 (2.446)] 2024-10-15 16:12:57,433 - Train: 98.12% [1227450/1251000] [981.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 3.934 (4.075)] [KD 2.362 (2.382)] 2024-10-15 16:13:05,161 - Train: 98.12% [1227500/1251000] [981.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 3.847 (3.999)] [KD 2.320 (2.364)] 2024-10-15 16:13:12,787 - Train: 98.13% [1227550/1251000] [981.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000033] [CE 3.980 (4.026)] [KD 2.335 (2.408)] 2024-10-15 16:13:20,646 - Train: 98.13% [1227600/1251000] [981.3/1000.0] [batch_t 0.149 (0.157)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 4.270 (4.031)] [KD 2.635 (2.402)] 2024-10-15 16:13:28,307 - Train: 98.13% [1227650/1251000] [981.3/1000.0] [batch_t 0.145 (0.153)] [data_t 0.003] [optim_t 0.143] [lr 0.000033] [CE 4.533 (4.037)] [KD 2.672 (2.399)] 2024-10-15 16:13:36,104 - Train: 98.14% [1227700/1251000] [981.4/1000.0] [batch_t 0.147 (0.156)] [data_t 0.004] [optim_t 0.143] [lr 0.000033] [CE 3.581 (3.978)] [KD 2.116 (2.339)] 2024-10-15 16:13:43,648 - Train: 98.14% [1227750/1251000] [981.4/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000033] [CE 4.262 (4.066)] [KD 2.574 (2.437)] 2024-10-15 16:13:51,426 - Train: 98.15% [1227800/1251000] [981.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000033] [CE 4.113 (4.005)] [KD 2.366 (2.389)] 2024-10-15 16:13:59,189 - Train: 98.15% [1227850/1251000] [981.5/1000.0] [batch_t 0.148 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000033] [CE 3.406 (4.015)] [KD 2.105 (2.390)] 2024-10-15 16:14:06,732 - Train: 98.15% [1227900/1251000] [981.5/1000.0] [batch_t 0.150 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 3.982 (4.009)] [KD 2.346 (2.377)] 2024-10-15 16:14:14,283 - Train: 98.16% [1227950/1251000] [981.6/1000.0] [batch_t 0.155 (0.151)] [data_t 0.003] [optim_t 0.152] [lr 0.000032] [CE 4.178 (4.078)] [KD 2.404 (2.430)] 2024-10-15 16:14:21,916 - Train: 98.16% [1228000/1251000] [981.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000032] [CE 3.818 (4.069)] [KD 2.350 (2.393)] 2024-10-15 16:14:29,799 - Train: 98.17% [1228050/1251000] [981.7/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000032] [CE 4.334 (4.060)] [KD 2.449 (2.389)] 2024-10-15 16:14:37,589 - Train: 98.17% [1228100/1251000] [981.7/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 3.958 (3.995)] [KD 2.250 (2.372)] 2024-10-15 16:14:45,341 - Train: 98.17% [1228150/1251000] [981.7/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 3.644 (4.064)] [KD 2.058 (2.405)] 2024-10-15 16:14:53,195 - Train: 98.18% [1228200/1251000] [981.8/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 3.740 (4.015)] [KD 2.228 (2.362)] 2024-10-15 16:15:00,789 - Train: 98.18% [1228250/1251000] [981.8/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000032] [CE 4.592 (4.092)] [KD 2.850 (2.443)] 2024-10-15 16:15:08,469 - Train: 98.19% [1228300/1251000] [981.9/1000.0] [batch_t 0.164 (0.154)] [data_t 0.006] [optim_t 0.159] [lr 0.000032] [CE 4.042 (4.078)] [KD 2.232 (2.410)] 2024-10-15 16:15:16,323 - Train: 98.19% [1228350/1251000] [981.9/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.788 (3.995)] [KD 2.325 (2.374)] 2024-10-15 16:15:23,999 - Train: 98.19% [1228400/1251000] [981.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000032] [CE 3.701 (3.959)] [KD 2.209 (2.351)] 2024-10-15 16:15:31,818 - Train: 98.20% [1228450/1251000] [982.0/1000.0] [batch_t 0.148 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000032] [CE 4.097 (4.047)] [KD 2.382 (2.410)] 2024-10-15 16:15:42,181 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39239] [top5_cnt 47025] [top_all 50000] 2024-10-15 16:15:42,182 - net: 78.478 (94.050) 2024-10-15 16:15:48,262 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39408] [top5_cnt 47049] [top_all 50000] 2024-10-15 16:15:48,262 - net_E: 78.816 (94.098) 2024-10-15 16:15:48,392 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:15:48,392 - ==> Total time: 2 days, 2:13:31 Eta: 0:55:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:15:53,289 - Train: 98.20% [1228500/1251000] [982.0/1000.0] [batch_t 0.149 (0.186)] [data_t 0.005] [optim_t 0.144] [lr 0.000032] [CE 3.977 (3.958)] [KD 2.353 (2.338)] 2024-10-15 16:16:00,945 - Train: 98.21% [1228550/1251000] [982.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.006] [optim_t 0.144] [lr 0.000032] [CE 3.987 (4.051)] [KD 2.404 (2.406)] 2024-10-15 16:16:08,467 - Train: 98.21% [1228600/1251000] [982.1/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000032] [CE 4.280 (4.047)] [KD 2.470 (2.429)] 2024-10-15 16:16:16,038 - Train: 98.21% [1228650/1251000] [982.1/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000032] [CE 3.900 (4.070)] [KD 2.229 (2.426)] 2024-10-15 16:16:23,735 - Train: 98.22% [1228700/1251000] [982.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.807 (3.957)] [KD 2.452 (2.350)] 2024-10-15 16:16:31,520 - Train: 98.22% [1228750/1251000] [982.2/1000.0] [batch_t 0.156 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000032] [CE 3.775 (4.039)] [KD 2.130 (2.424)] 2024-10-15 16:16:39,467 - Train: 98.23% [1228800/1251000] [982.3/1000.0] [batch_t 0.149 (0.159)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.509 (4.028)] [KD 2.497 (2.369)] 2024-10-15 16:16:47,183 - Train: 98.23% [1228850/1251000] [982.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000032] [CE 4.009 (4.078)] [KD 2.425 (2.395)] 2024-10-15 16:16:54,804 - Train: 98.23% [1228900/1251000] [982.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000032] [CE 4.328 (4.055)] [KD 2.646 (2.397)] 2024-10-15 16:17:02,523 - Train: 98.24% [1228950/1251000] [982.4/1000.0] [batch_t 0.163 (0.154)] [data_t 0.004] [optim_t 0.159] [lr 0.000032] [CE 4.144 (4.016)] [KD 2.233 (2.384)] 2024-10-15 16:17:10,079 - Train: 98.24% [1229000/1251000] [982.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000032] [CE 4.130 (4.053)] [KD 2.450 (2.405)] 2024-10-15 16:17:17,597 - Train: 98.25% [1229050/1251000] [982.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 3.658 (4.032)] [KD 2.051 (2.372)] 2024-10-15 16:17:25,452 - Train: 98.25% [1229100/1251000] [982.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.005] [optim_t 0.145] [lr 0.000032] [CE 3.818 (4.030)] [KD 2.422 (2.414)] 2024-10-15 16:17:33,207 - Train: 98.25% [1229150/1251000] [982.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 3.620 (4.010)] [KD 2.197 (2.377)] 2024-10-15 16:17:40,829 - Train: 98.26% [1229200/1251000] [982.6/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000032] [CE 3.900 (4.109)] [KD 2.187 (2.423)] 2024-10-15 16:17:48,471 - Train: 98.26% [1229250/1251000] [982.6/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.667 (3.973)] [KD 2.222 (2.363)] 2024-10-15 16:17:56,011 - Train: 98.27% [1229300/1251000] [982.7/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.973 (4.050)] [KD 2.291 (2.422)] 2024-10-15 16:18:03,804 - Train: 98.27% [1229350/1251000] [982.7/1000.0] [batch_t 0.152 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000032] [CE 4.200 (4.001)] [KD 2.396 (2.361)] 2024-10-15 16:18:11,440 - Train: 98.27% [1229400/1251000] [982.7/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 3.801 (4.061)] [KD 2.374 (2.422)] 2024-10-15 16:18:19,056 - Train: 98.28% [1229450/1251000] [982.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 3.635 (4.003)] [KD 2.334 (2.365)] 2024-10-15 16:18:26,564 - Train: 98.28% [1229500/1251000] [982.8/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.796 (4.064)] [KD 2.236 (2.407)] 2024-10-15 16:18:34,347 - Train: 98.29% [1229550/1251000] [982.9/1000.0] [batch_t 0.151 (0.156)] [data_t 0.003] [optim_t 0.147] [lr 0.000032] [CE 3.825 (4.011)] [KD 2.236 (2.365)] 2024-10-15 16:18:42,162 - Train: 98.29% [1229600/1251000] [982.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.231 (4.040)] [KD 2.415 (2.379)] 2024-10-15 16:18:50,075 - Train: 98.29% [1229650/1251000] [982.9/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.151] [lr 0.000032] [CE 3.612 (4.017)] [KD 2.052 (2.391)] 2024-10-15 16:18:57,715 - Train: 98.30% [1229700/1251000] [983.0/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.227 (4.076)] [KD 2.542 (2.414)] 2024-10-15 16:19:08,269 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39296] [top5_cnt 47042] [top_all 50000] 2024-10-15 16:19:08,269 - net: 78.592 (94.084) 2024-10-15 16:19:14,111 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39408] [top5_cnt 47067] [top_all 50000] 2024-10-15 16:19:14,112 - net_E: 78.816 (94.134) 2024-10-15 16:19:14,248 - Max [top1: 78.654 (epoch: 969)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:19:14,248 - ==> Total time: 2 days, 2:16:57 Eta: 0:52:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:19:18,993 - Train: 98.30% [1229750/1251000] [983.0/1000.0] [batch_t 0.154 (0.185)] [data_t 0.005] [optim_t 0.149] [lr 0.000032] [CE 4.092 (4.015)] [KD 2.207 (2.358)] 2024-10-15 16:19:26,527 - Train: 98.31% [1229800/1251000] [983.1/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 4.255 (4.035)] [KD 2.593 (2.392)] 2024-10-15 16:19:34,100 - Train: 98.31% [1229850/1251000] [983.1/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000032] [CE 3.609 (4.013)] [KD 2.231 (2.380)] 2024-10-15 16:19:41,766 - Train: 98.31% [1229900/1251000] [983.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.876 (4.045)] [KD 2.303 (2.401)] 2024-10-15 16:19:49,308 - Train: 98.32% [1229950/1251000] [983.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.836 (4.023)] [KD 2.376 (2.405)] 2024-10-15 16:19:57,180 - Train: 98.32% [1230000/1251000] [983.2/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.066 (4.017)] [KD 2.277 (2.381)] 2024-10-15 16:20:05,092 - Train: 98.33% [1230050/1251000] [983.3/1000.0] [batch_t 0.154 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000032] [CE 4.149 (4.068)] [KD 2.422 (2.391)] 2024-10-15 16:20:12,768 - Train: 98.33% [1230100/1251000] [983.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.163 (4.039)] [KD 2.492 (2.392)] 2024-10-15 16:20:20,327 - Train: 98.33% [1230150/1251000] [983.3/1000.0] [batch_t 0.160 (0.151)] [data_t 0.004] [optim_t 0.156] [lr 0.000032] [CE 3.995 (3.982)] [KD 2.280 (2.364)] 2024-10-15 16:20:28,059 - Train: 98.34% [1230200/1251000] [983.4/1000.0] [batch_t 0.155 (0.155)] [data_t 0.003] [optim_t 0.152] [lr 0.000032] [CE 4.049 (4.002)] [KD 2.419 (2.367)] 2024-10-15 16:20:35,706 - Train: 98.34% [1230250/1251000] [983.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.243 (3.995)] [KD 2.558 (2.366)] 2024-10-15 16:20:43,252 - Train: 98.35% [1230300/1251000] [983.5/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.235 (3.986)] [KD 2.511 (2.385)] 2024-10-15 16:20:51,046 - Train: 98.35% [1230350/1251000] [983.5/1000.0] [batch_t 0.149 (0.156)] [data_t 0.003] [optim_t 0.146] [lr 0.000032] [CE 4.052 (4.055)] [KD 2.383 (2.424)] 2024-10-15 16:20:58,809 - Train: 98.35% [1230400/1251000] [983.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000032] [CE 4.700 (4.058)] [KD 2.758 (2.406)] 2024-10-15 16:21:06,871 - Train: 98.36% [1230450/1251000] [983.6/1000.0] [batch_t 0.154 (0.161)] [data_t 0.003] [optim_t 0.151] [lr 0.000032] [CE 3.665 (4.014)] [KD 2.210 (2.379)] 2024-10-15 16:21:14,710 - Train: 98.36% [1230500/1251000] [983.6/1000.0] [batch_t 0.154 (0.157)] [data_t 0.003] [optim_t 0.151] [lr 0.000032] [CE 4.004 (3.981)] [KD 2.310 (2.372)] 2024-10-15 16:21:22,337 - Train: 98.37% [1230550/1251000] [983.7/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000032] [CE 3.972 (4.085)] [KD 2.414 (2.410)] 2024-10-15 16:21:30,030 - Train: 98.37% [1230600/1251000] [983.7/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 3.559 (4.025)] [KD 1.951 (2.397)] 2024-10-15 16:21:37,700 - Train: 98.37% [1230650/1251000] [983.7/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.035 (4.131)] [KD 2.410 (2.447)] 2024-10-15 16:21:45,250 - Train: 98.38% [1230700/1251000] [983.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000032] [CE 4.525 (4.064)] [KD 2.562 (2.393)] 2024-10-15 16:21:53,042 - Train: 98.38% [1230750/1251000] [983.8/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000032] [CE 3.678 (4.084)] [KD 2.200 (2.419)] 2024-10-15 16:22:00,595 - Train: 98.39% [1230800/1251000] [983.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.671 (4.031)] [KD 2.084 (2.374)] 2024-10-15 16:22:08,332 - Train: 98.39% [1230850/1251000] [983.9/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.381 (4.036)] [KD 2.614 (2.397)] 2024-10-15 16:22:16,150 - Train: 98.39% [1230900/1251000] [983.9/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.684 (3.998)] [KD 2.420 (2.376)] 2024-10-15 16:22:23,781 - Train: 98.40% [1230950/1251000] [984.0/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 3.862 (3.945)] [KD 2.218 (2.365)] 2024-10-15 16:22:34,537 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.108)] [top1_cnt 39358] [top5_cnt 47024] [top_all 50000] 2024-10-15 16:22:34,537 - net: 78.716 (94.048) 2024-10-15 16:22:40,378 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39412] [top5_cnt 47067] [top_all 50000] 2024-10-15 16:22:40,378 - net_E: 78.824 (94.134) 2024-10-15 16:22:40,485 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:22:40,485 - ==> Total time: 2 days, 2:20:23 Eta: 0:49:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:22:49,034 - Train: 98.40% [1231000/1251000] [984.0/1000.0] [batch_t 0.154 (0.174)] [data_t 0.004] [optim_t 0.150] [lr 0.000032] [CE 3.959 (4.070)] [KD 2.500 (2.408)] 2024-10-15 16:22:56,678 - Train: 98.41% [1231050/1251000] [984.1/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.092 (4.034)] [KD 2.497 (2.409)] 2024-10-15 16:23:04,338 - Train: 98.41% [1231100/1251000] [984.1/1000.0] [batch_t 0.150 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000032] [CE 4.341 (4.068)] [KD 2.691 (2.396)] 2024-10-15 16:23:11,885 - Train: 98.41% [1231150/1251000] [984.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 3.622 (3.974)] [KD 2.217 (2.342)] 2024-10-15 16:23:19,512 - Train: 98.42% [1231200/1251000] [984.2/1000.0] [batch_t 0.147 (0.152)] [data_t 0.005] [optim_t 0.143] [lr 0.000032] [CE 4.189 (3.986)] [KD 2.389 (2.361)] 2024-10-15 16:23:27,185 - Train: 98.42% [1231250/1251000] [984.2/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 3.683 (3.998)] [KD 2.381 (2.363)] 2024-10-15 16:23:34,930 - Train: 98.43% [1231300/1251000] [984.3/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.943 (4.000)] [KD 2.437 (2.374)] 2024-10-15 16:23:42,730 - Train: 98.43% [1231350/1251000] [984.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000032] [CE 4.285 (4.033)] [KD 2.504 (2.421)] 2024-10-15 16:23:50,226 - Train: 98.43% [1231400/1251000] [984.3/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.642 (4.150)] [KD 2.742 (2.458)] 2024-10-15 16:23:57,983 - Train: 98.44% [1231450/1251000] [984.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 4.125 (4.098)] [KD 2.421 (2.414)] 2024-10-15 16:24:05,549 - Train: 98.44% [1231500/1251000] [984.4/1000.0] [batch_t 0.159 (0.151)] [data_t 0.005] [optim_t 0.153] [lr 0.000032] [CE 4.419 (3.992)] [KD 2.663 (2.350)] 2024-10-15 16:24:13,183 - Train: 98.45% [1231550/1251000] [984.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.238 (4.063)] [KD 2.503 (2.399)] 2024-10-15 16:24:20,775 - Train: 98.45% [1231600/1251000] [984.5/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000032] [CE 4.411 (4.101)] [KD 2.608 (2.418)] 2024-10-15 16:24:28,264 - Train: 98.45% [1231650/1251000] [984.5/1000.0] [batch_t 0.148 (0.150)] [data_t 0.005] [optim_t 0.144] [lr 0.000032] [CE 3.984 (4.020)] [KD 2.411 (2.368)] 2024-10-15 16:24:35,991 - Train: 98.46% [1231700/1251000] [984.6/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000032] [CE 4.460 (4.102)] [KD 2.488 (2.434)] 2024-10-15 16:24:43,820 - Train: 98.46% [1231750/1251000] [984.6/1000.0] [batch_t 0.273 (0.156)] [data_t 0.003] [optim_t 0.270] [lr 0.000032] [CE 4.238 (4.044)] [KD 2.641 (2.396)] 2024-10-15 16:24:51,398 - Train: 98.47% [1231800/1251000] [984.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.056 (4.027)] [KD 2.361 (2.386)] 2024-10-15 16:24:58,932 - Train: 98.47% [1231850/1251000] [984.7/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000032] [CE 4.325 (4.041)] [KD 2.487 (2.382)] 2024-10-15 16:25:06,628 - Train: 98.47% [1231900/1251000] [984.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.143] [lr 0.000032] [CE 4.145 (4.102)] [KD 2.514 (2.425)] 2024-10-15 16:25:14,136 - Train: 98.48% [1231950/1251000] [984.8/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.145] [lr 0.000032] [CE 4.212 (4.022)] [KD 2.424 (2.373)] 2024-10-15 16:25:21,714 - Train: 98.48% [1232000/1251000] [984.8/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.038 (4.093)] [KD 2.543 (2.429)] 2024-10-15 16:25:29,431 - Train: 98.49% [1232050/1251000] [984.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000032] [CE 4.377 (4.067)] [KD 2.711 (2.415)] 2024-10-15 16:25:37,132 - Train: 98.49% [1232100/1251000] [984.9/1000.0] [batch_t 0.159 (0.154)] [data_t 0.005] [optim_t 0.155] [lr 0.000032] [CE 3.452 (4.059)] [KD 2.025 (2.404)] 2024-10-15 16:25:45,026 - Train: 98.49% [1232150/1251000] [984.9/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 3.799 (4.043)] [KD 2.310 (2.407)] 2024-10-15 16:25:52,807 - Train: 98.50% [1232200/1251000] [985.0/1000.0] [batch_t 0.146 (0.156)] [data_t 0.003] [optim_t 0.143] [lr 0.000032] [CE 3.639 (4.011)] [KD 2.113 (2.373)] 2024-10-15 16:26:03,695 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.107)] [top1_cnt 39330] [top5_cnt 47009] [top_all 50000] 2024-10-15 16:26:03,695 - net: 78.660 (94.018) 2024-10-15 16:26:09,604 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.107)] [top1_cnt 39377] [top5_cnt 47073] [top_all 50000] 2024-10-15 16:26:09,604 - net_E: 78.754 (94.146) 2024-10-15 16:26:09,740 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:26:09,741 - ==> Total time: 2 days, 2:23:52 Eta: 0:46:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:26:14,191 - Train: 98.50% [1232250/1251000] [985.0/1000.0] [batch_t 0.149 (0.184)] [data_t 0.003] [optim_t 0.145] [lr 0.000032] [CE 4.041 (3.996)] [KD 2.459 (2.399)] 2024-10-15 16:26:21,869 - Train: 98.51% [1232300/1251000] [985.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000032] [CE 4.050 (4.024)] [KD 2.525 (2.389)] 2024-10-15 16:26:29,487 - Train: 98.51% [1232350/1251000] [985.1/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.501 (4.116)] [KD 2.511 (2.444)] 2024-10-15 16:26:37,157 - Train: 98.51% [1232400/1251000] [985.1/1000.0] [batch_t 0.159 (0.153)] [data_t 0.003] [optim_t 0.156] [lr 0.000032] [CE 3.716 (4.046)] [KD 2.199 (2.387)] 2024-10-15 16:26:45,362 - Train: 98.52% [1232450/1251000] [985.2/1000.0] [batch_t 0.150 (0.164)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.651 (3.946)] [KD 2.038 (2.343)] 2024-10-15 16:26:52,915 - Train: 98.52% [1232500/1251000] [985.2/1000.0] [batch_t 0.157 (0.151)] [data_t 0.004] [optim_t 0.152] [lr 0.000032] [CE 4.242 (4.002)] [KD 2.438 (2.363)] 2024-10-15 16:27:00,755 - Train: 98.53% [1232550/1251000] [985.3/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000032] [CE 4.118 (4.057)] [KD 2.511 (2.419)] 2024-10-15 16:27:08,514 - Train: 98.53% [1232600/1251000] [985.3/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000032] [CE 3.988 (3.991)] [KD 2.426 (2.370)] 2024-10-15 16:27:16,090 - Train: 98.53% [1232650/1251000] [985.3/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.223 (4.078)] [KD 2.506 (2.429)] 2024-10-15 16:27:23,827 - Train: 98.54% [1232700/1251000] [985.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.003] [optim_t 0.150] [lr 0.000032] [CE 4.322 (3.944)] [KD 2.672 (2.333)] 2024-10-15 16:27:31,615 - Train: 98.54% [1232750/1251000] [985.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000032] [CE 4.061 (3.991)] [KD 2.379 (2.362)] 2024-10-15 16:27:39,336 - Train: 98.55% [1232800/1251000] [985.5/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 3.579 (3.981)] [KD 2.263 (2.382)] 2024-10-15 16:27:47,071 - Train: 98.55% [1232850/1251000] [985.5/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000032] [CE 4.223 (4.084)] [KD 2.669 (2.398)] 2024-10-15 16:27:54,748 - Train: 98.55% [1232900/1251000] [985.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.151] [lr 0.000032] [CE 3.936 (4.132)] [KD 2.324 (2.452)] 2024-10-15 16:28:02,471 - Train: 98.56% [1232950/1251000] [985.6/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000032] [CE 3.634 (4.037)] [KD 2.225 (2.389)] 2024-10-15 16:28:10,218 - Train: 98.56% [1233000/1251000] [985.6/1000.0] [batch_t 0.154 (0.155)] [data_t 0.005] [optim_t 0.149] [lr 0.000032] [CE 4.198 (3.991)] [KD 2.472 (2.360)] 2024-10-15 16:28:17,986 - Train: 98.57% [1233050/1251000] [985.7/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000032] [CE 3.998 (4.002)] [KD 2.432 (2.363)] 2024-10-15 16:28:25,567 - Train: 98.57% [1233100/1251000] [985.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000032] [CE 4.067 (4.070)] [KD 2.365 (2.412)] 2024-10-15 16:28:33,299 - Train: 98.57% [1233150/1251000] [985.7/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 3.760 (4.062)] [KD 2.130 (2.405)] 2024-10-15 16:28:41,036 - Train: 98.58% [1233200/1251000] [985.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000031] [CE 4.370 (4.068)] [KD 2.619 (2.426)] 2024-10-15 16:28:48,762 - Train: 98.58% [1233250/1251000] [985.8/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.104 (4.063)] [KD 2.446 (2.433)] 2024-10-15 16:28:56,663 - Train: 98.59% [1233300/1251000] [985.9/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.000031] [CE 4.479 (4.097)] [KD 2.734 (2.411)] 2024-10-15 16:29:04,412 - Train: 98.59% [1233350/1251000] [985.9/1000.0] [batch_t 0.149 (0.155)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.130 (3.987)] [KD 2.408 (2.372)] 2024-10-15 16:29:12,179 - Train: 98.59% [1233400/1251000] [985.9/1000.0] [batch_t 0.161 (0.155)] [data_t 0.004] [optim_t 0.157] [lr 0.000031] [CE 4.063 (4.041)] [KD 2.559 (2.395)] 2024-10-15 16:29:19,952 - Train: 98.60% [1233450/1251000] [986.0/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.465 (4.034)] [KD 2.855 (2.396)] 2024-10-15 16:29:31,038 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39183] [top5_cnt 46972] [top_all 50000] 2024-10-15 16:29:31,038 - net: 78.366 (93.944) 2024-10-15 16:29:36,948 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39398] [top5_cnt 47081] [top_all 50000] 2024-10-15 16:29:36,949 - net_E: 78.796 (94.162) 2024-10-15 16:29:37,100 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:29:37,101 - ==> Total time: 2 days, 2:27:20 Eta: 0:42:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:29:41,293 - Train: 98.60% [1233500/1251000] [986.0/1000.0] [batch_t 0.153 (0.190)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.000 (4.077)] [KD 2.359 (2.418)] 2024-10-15 16:29:49,044 - Train: 98.61% [1233550/1251000] [986.1/1000.0] [batch_t 0.157 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000031] [CE 3.849 (4.026)] [KD 2.326 (2.416)] 2024-10-15 16:29:56,747 - Train: 98.61% [1233600/1251000] [986.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000031] [CE 3.747 (4.074)] [KD 2.193 (2.404)] 2024-10-15 16:30:04,636 - Train: 98.61% [1233650/1251000] [986.1/1000.0] [batch_t 0.158 (0.158)] [data_t 0.005] [optim_t 0.153] [lr 0.000031] [CE 4.109 (4.077)] [KD 2.351 (2.417)] 2024-10-15 16:30:12,537 - Train: 98.62% [1233700/1251000] [986.2/1000.0] [batch_t 0.149 (0.158)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.134 (3.962)] [KD 2.278 (2.331)] 2024-10-15 16:30:20,114 - Train: 98.62% [1233750/1251000] [986.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.557 (4.021)] [KD 2.554 (2.385)] 2024-10-15 16:30:27,774 - Train: 98.63% [1233800/1251000] [986.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.043 (4.041)] [KD 2.457 (2.387)] 2024-10-15 16:30:35,398 - Train: 98.63% [1233850/1251000] [986.3/1000.0] [batch_t 0.159 (0.152)] [data_t 0.004] [optim_t 0.155] [lr 0.000031] [CE 3.502 (4.062)] [KD 2.295 (2.391)] 2024-10-15 16:30:43,037 - Train: 98.63% [1233900/1251000] [986.3/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 3.239 (3.929)] [KD 2.049 (2.339)] 2024-10-15 16:30:50,578 - Train: 98.64% [1233950/1251000] [986.4/1000.0] [batch_t 0.149 (0.151)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 3.973 (3.999)] [KD 2.338 (2.391)] 2024-10-15 16:30:58,313 - Train: 98.64% [1234000/1251000] [986.4/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.131 (3.990)] [KD 2.454 (2.350)] 2024-10-15 16:31:06,085 - Train: 98.65% [1234050/1251000] [986.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 4.641 (3.964)] [KD 2.596 (2.361)] 2024-10-15 16:31:13,851 - Train: 98.65% [1234100/1251000] [986.5/1000.0] [batch_t 0.257 (0.155)] [data_t 0.005] [optim_t 0.252] [lr 0.000031] [CE 3.695 (4.065)] [KD 2.183 (2.393)] 2024-10-15 16:31:21,349 - Train: 98.65% [1234150/1251000] [986.5/1000.0] [batch_t 0.152 (0.150)] [data_t 0.005] [optim_t 0.148] [lr 0.000031] [CE 3.989 (4.083)] [KD 2.293 (2.411)] 2024-10-15 16:31:28,872 - Train: 98.66% [1234200/1251000] [986.6/1000.0] [batch_t 0.148 (0.150)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 3.979 (4.037)] [KD 2.306 (2.379)] 2024-10-15 16:31:36,555 - Train: 98.66% [1234250/1251000] [986.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 4.063 (4.094)] [KD 2.394 (2.410)] 2024-10-15 16:31:44,227 - Train: 98.67% [1234300/1251000] [986.7/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000031] [CE 3.966 (4.112)] [KD 2.472 (2.454)] 2024-10-15 16:31:51,947 - Train: 98.67% [1234350/1251000] [986.7/1000.0] [batch_t 0.159 (0.154)] [data_t 0.003] [optim_t 0.156] [lr 0.000031] [CE 4.599 (4.038)] [KD 2.713 (2.395)] 2024-10-15 16:31:59,749 - Train: 98.67% [1234400/1251000] [986.7/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 4.629 (4.072)] [KD 2.900 (2.397)] 2024-10-15 16:32:07,391 - Train: 98.68% [1234450/1251000] [986.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.071 (3.978)] [KD 2.330 (2.370)] 2024-10-15 16:32:14,979 - Train: 98.68% [1234500/1251000] [986.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.080 (4.117)] [KD 2.388 (2.443)] 2024-10-15 16:32:22,652 - Train: 98.69% [1234550/1251000] [986.9/1000.0] [batch_t 0.151 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000031] [CE 3.835 (3.983)] [KD 2.216 (2.346)] 2024-10-15 16:32:30,297 - Train: 98.69% [1234600/1251000] [986.9/1000.0] [batch_t 0.147 (0.153)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 3.699 (4.030)] [KD 2.363 (2.420)] 2024-10-15 16:32:37,936 - Train: 98.69% [1234650/1251000] [986.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.409 (4.039)] [KD 2.682 (2.376)] 2024-10-15 16:32:45,451 - Train: 98.70% [1234700/1251000] [987.0/1000.0] [batch_t 0.146 (0.150)] [data_t 0.003] [optim_t 0.143] [lr 0.000031] [CE 4.455 (4.085)] [KD 2.597 (2.420)] 2024-10-15 16:32:56,898 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.108)] [top1_cnt 39239] [top5_cnt 46965] [top_all 50000] 2024-10-15 16:32:56,898 - net: 78.478 (93.930) 2024-10-15 16:33:02,919 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.109)] [top1_cnt 39412] [top5_cnt 47083] [top_all 50000] 2024-10-15 16:33:02,919 - net_E: 78.824 (94.166) 2024-10-15 16:33:03,062 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:33:03,062 - ==> Total time: 2 days, 2:30:46 Eta: 0:39:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:33:08,992 - Train: 98.70% [1234750/1251000] [987.0/1000.0] [batch_t 0.147 (0.202)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.024 (4.079)] [KD 2.484 (2.413)] 2024-10-15 16:33:16,847 - Train: 98.71% [1234800/1251000] [987.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 3.677 (4.038)] [KD 2.235 (2.404)] 2024-10-15 16:33:24,547 - Train: 98.71% [1234850/1251000] [987.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 3.995 (3.972)] [KD 2.483 (2.361)] 2024-10-15 16:33:32,444 - Train: 98.71% [1234900/1251000] [987.1/1000.0] [batch_t 0.150 (0.158)] [data_t 0.003] [optim_t 0.147] [lr 0.000031] [CE 4.060 (4.057)] [KD 2.426 (2.402)] 2024-10-15 16:33:40,018 - Train: 98.72% [1234950/1251000] [987.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000031] [CE 4.030 (4.069)] [KD 2.505 (2.405)] 2024-10-15 16:33:47,719 - Train: 98.72% [1235000/1251000] [987.2/1000.0] [batch_t 0.147 (0.154)] [data_t 0.005] [optim_t 0.142] [lr 0.000031] [CE 4.131 (3.980)] [KD 2.350 (2.352)] 2024-10-15 16:33:55,283 - Train: 98.73% [1235050/1251000] [987.3/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.645 (4.065)] [KD 2.768 (2.407)] 2024-10-15 16:34:02,868 - Train: 98.73% [1235100/1251000] [987.3/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 4.046 (3.992)] [KD 2.366 (2.344)] 2024-10-15 16:34:10,608 - Train: 98.73% [1235150/1251000] [987.3/1000.0] [batch_t 0.148 (0.155)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.111 (4.019)] [KD 2.585 (2.387)] 2024-10-15 16:34:18,425 - Train: 98.74% [1235200/1251000] [987.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.298 (4.043)] [KD 1.983 (2.419)] 2024-10-15 16:34:26,215 - Train: 98.74% [1235250/1251000] [987.4/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 3.792 (3.976)] [KD 2.146 (2.349)] 2024-10-15 16:34:34,060 - Train: 98.75% [1235300/1251000] [987.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.006] [optim_t 0.145] [lr 0.000031] [CE 4.415 (4.023)] [KD 2.566 (2.391)] 2024-10-15 16:34:41,736 - Train: 98.75% [1235350/1251000] [987.5/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.401 (4.056)] [KD 2.513 (2.405)] 2024-10-15 16:34:49,276 - Train: 98.75% [1235400/1251000] [987.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 3.605 (3.998)] [KD 2.089 (2.337)] 2024-10-15 16:34:56,803 - Train: 98.76% [1235450/1251000] [987.6/1000.0] [batch_t 0.149 (0.150)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.288 (4.017)] [KD 2.490 (2.395)] 2024-10-15 16:35:04,454 - Train: 98.76% [1235500/1251000] [987.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.298 (4.099)] [KD 2.449 (2.390)] 2024-10-15 16:35:12,044 - Train: 98.76% [1235550/1251000] [987.6/1000.0] [batch_t 0.146 (0.152)] [data_t 0.003] [optim_t 0.144] [lr 0.000031] [CE 4.082 (4.015)] [KD 2.351 (2.373)] 2024-10-15 16:35:19,794 - Train: 98.77% [1235600/1251000] [987.7/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000031] [CE 3.787 (4.057)] [KD 2.242 (2.400)] 2024-10-15 16:35:27,454 - Train: 98.77% [1235650/1251000] [987.7/1000.0] [batch_t 0.148 (0.153)] [data_t 0.003] [optim_t 0.145] [lr 0.000031] [CE 4.002 (3.974)] [KD 2.279 (2.364)] 2024-10-15 16:35:35,094 - Train: 98.78% [1235700/1251000] [987.8/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.161 (4.005)] [KD 2.236 (2.366)] 2024-10-15 16:35:43,001 - Train: 98.78% [1235750/1251000] [987.8/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.445 (3.995)] [KD 1.972 (2.391)] 2024-10-15 16:35:50,614 - Train: 98.78% [1235800/1251000] [987.8/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.377 (4.038)] [KD 2.629 (2.388)] 2024-10-15 16:35:58,260 - Train: 98.79% [1235850/1251000] [987.9/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.973 (4.070)] [KD 2.390 (2.409)] 2024-10-15 16:36:05,813 - Train: 98.79% [1235900/1251000] [987.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 3.951 (4.003)] [KD 2.305 (2.376)] 2024-10-15 16:36:13,498 - Train: 98.80% [1235950/1251000] [988.0/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.145] [lr 0.000031] [CE 4.147 (4.095)] [KD 2.520 (2.419)] 2024-10-15 16:36:24,951 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39265] [top5_cnt 46987] [top_all 50000] 2024-10-15 16:36:24,951 - net: 78.530 (93.974) 2024-10-15 16:36:30,820 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39393] [top5_cnt 47099] [top_all 50000] 2024-10-15 16:36:30,820 - net_E: 78.786 (94.198) 2024-10-15 16:36:30,949 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:36:30,949 - ==> Total time: 2 days, 2:34:14 Eta: 0:36:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:36:34,840 - Train: 98.80% [1236000/1251000] [988.0/1000.0] [batch_t 0.149 (0.191)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.920 (4.064)] [KD 2.395 (2.454)] 2024-10-15 16:36:42,662 - Train: 98.80% [1236050/1251000] [988.0/1000.0] [batch_t 0.153 (0.156)] [data_t 0.005] [optim_t 0.148] [lr 0.000031] [CE 4.170 (4.015)] [KD 2.445 (2.370)] 2024-10-15 16:36:50,673 - Train: 98.81% [1236100/1251000] [988.1/1000.0] [batch_t 0.268 (0.160)] [data_t 0.004] [optim_t 0.263] [lr 0.000031] [CE 3.761 (3.996)] [KD 2.112 (2.358)] 2024-10-15 16:36:58,474 - Train: 98.81% [1236150/1251000] [988.1/1000.0] [batch_t 0.152 (0.156)] [data_t 0.006] [optim_t 0.146] [lr 0.000031] [CE 3.725 (4.008)] [KD 2.036 (2.348)] 2024-10-15 16:37:06,028 - Train: 98.82% [1236200/1251000] [988.2/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 4.028 (4.034)] [KD 2.475 (2.382)] 2024-10-15 16:37:13,485 - Train: 98.82% [1236250/1251000] [988.2/1000.0] [batch_t 0.149 (0.149)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.538 (4.048)] [KD 1.914 (2.392)] 2024-10-15 16:37:21,107 - Train: 98.82% [1236300/1251000] [988.2/1000.0] [batch_t 0.149 (0.152)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 3.953 (4.030)] [KD 2.343 (2.395)] 2024-10-15 16:37:28,931 - Train: 98.83% [1236350/1251000] [988.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.393 (4.019)] [KD 2.008 (2.408)] 2024-10-15 16:37:36,641 - Train: 98.83% [1236400/1251000] [988.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 3.865 (4.020)] [KD 2.178 (2.387)] 2024-10-15 16:37:44,316 - Train: 98.84% [1236450/1251000] [988.4/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.535 (3.970)] [KD 2.583 (2.373)] 2024-10-15 16:37:51,837 - Train: 98.84% [1236500/1251000] [988.4/1000.0] [batch_t 0.147 (0.150)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.377 (4.123)] [KD 2.530 (2.459)] 2024-10-15 16:37:59,552 - Train: 98.84% [1236550/1251000] [988.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000031] [CE 3.879 (4.046)] [KD 2.325 (2.400)] 2024-10-15 16:38:07,404 - Train: 98.85% [1236600/1251000] [988.5/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000031] [CE 4.536 (4.006)] [KD 2.512 (2.372)] 2024-10-15 16:38:15,331 - Train: 98.85% [1236650/1251000] [988.5/1000.0] [batch_t 0.159 (0.158)] [data_t 0.003] [optim_t 0.155] [lr 0.000031] [CE 4.604 (4.018)] [KD 2.754 (2.401)] 2024-10-15 16:38:23,020 - Train: 98.86% [1236700/1251000] [988.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.355 (4.063)] [KD 2.592 (2.406)] 2024-10-15 16:38:30,544 - Train: 98.86% [1236750/1251000] [988.6/1000.0] [batch_t 0.152 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000031] [CE 3.740 (3.955)] [KD 2.305 (2.357)] 2024-10-15 16:38:38,059 - Train: 98.86% [1236800/1251000] [988.6/1000.0] [batch_t 0.153 (0.150)] [data_t 0.003] [optim_t 0.150] [lr 0.000031] [CE 4.250 (4.020)] [KD 2.462 (2.386)] 2024-10-15 16:38:45,572 - Train: 98.87% [1236850/1251000] [988.7/1000.0] [batch_t 0.151 (0.150)] [data_t 0.003] [optim_t 0.148] [lr 0.000031] [CE 3.974 (4.064)] [KD 2.279 (2.396)] 2024-10-15 16:38:53,552 - Train: 98.87% [1236900/1251000] [988.7/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.010 (4.047)] [KD 2.487 (2.369)] 2024-10-15 16:39:01,304 - Train: 98.88% [1236950/1251000] [988.8/1000.0] [batch_t 0.149 (0.155)] [data_t 0.003] [optim_t 0.147] [lr 0.000031] [CE 4.223 (4.067)] [KD 2.493 (2.382)] 2024-10-15 16:39:09,155 - Train: 98.88% [1237000/1251000] [988.8/1000.0] [batch_t 0.158 (0.157)] [data_t 0.005] [optim_t 0.153] [lr 0.000031] [CE 4.405 (4.073)] [KD 2.570 (2.416)] 2024-10-15 16:39:16,749 - Train: 98.88% [1237050/1251000] [988.8/1000.0] [batch_t 0.170 (0.152)] [data_t 0.004] [optim_t 0.167] [lr 0.000031] [CE 3.636 (3.970)] [KD 2.082 (2.354)] 2024-10-15 16:39:24,306 - Train: 98.89% [1237100/1251000] [988.9/1000.0] [batch_t 0.148 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 3.016 (4.032)] [KD 1.977 (2.396)] 2024-10-15 16:39:31,906 - Train: 98.89% [1237150/1251000] [988.9/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 4.376 (4.032)] [KD 2.611 (2.391)] 2024-10-15 16:39:39,862 - Train: 98.90% [1237200/1251000] [989.0/1000.0] [batch_t 0.151 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000031] [CE 4.408 (3.981)] [KD 2.531 (2.352)] 2024-10-15 16:39:51,561 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39170] [top5_cnt 47011] [top_all 50000] 2024-10-15 16:39:51,562 - net: 78.340 (94.022) 2024-10-15 16:39:57,553 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39386] [top5_cnt 47092] [top_all 50000] 2024-10-15 16:39:57,554 - net_E: 78.772 (94.184) 2024-10-15 16:39:57,682 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:39:57,683 - ==> Total time: 2 days, 2:37:40 Eta: 0:33:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:40:01,321 - Train: 98.90% [1237250/1251000] [989.0/1000.0] [batch_t 0.150 (0.190)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.178 (3.795)] [KD 2.415 (2.246)] 2024-10-15 16:40:09,259 - Train: 98.90% [1237300/1251000] [989.0/1000.0] [batch_t 0.159 (0.159)] [data_t 0.005] [optim_t 0.154] [lr 0.000031] [CE 3.714 (3.994)] [KD 2.332 (2.368)] 2024-10-15 16:40:17,000 - Train: 98.91% [1237350/1251000] [989.1/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 4.540 (3.982)] [KD 2.710 (2.355)] 2024-10-15 16:40:24,713 - Train: 98.91% [1237400/1251000] [989.1/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000031] [CE 4.046 (4.043)] [KD 2.346 (2.371)] 2024-10-15 16:40:32,300 - Train: 98.92% [1237450/1251000] [989.2/1000.0] [batch_t 0.151 (0.152)] [data_t 0.003] [optim_t 0.148] [lr 0.000031] [CE 4.030 (4.049)] [KD 2.401 (2.401)] 2024-10-15 16:40:40,108 - Train: 98.92% [1237500/1251000] [989.2/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 4.248 (4.036)] [KD 2.666 (2.403)] 2024-10-15 16:40:47,658 - Train: 98.92% [1237550/1251000] [989.2/1000.0] [batch_t 0.150 (0.151)] [data_t 0.007] [optim_t 0.144] [lr 0.000031] [CE 4.015 (4.025)] [KD 2.362 (2.377)] 2024-10-15 16:40:55,438 - Train: 98.93% [1237600/1251000] [989.3/1000.0] [batch_t 0.147 (0.155)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 4.208 (4.083)] [KD 2.390 (2.404)] 2024-10-15 16:41:03,093 - Train: 98.93% [1237650/1251000] [989.3/1000.0] [batch_t 0.158 (0.153)] [data_t 0.003] [optim_t 0.155] [lr 0.000031] [CE 4.567 (4.085)] [KD 2.544 (2.417)] 2024-10-15 16:41:10,886 - Train: 98.94% [1237700/1251000] [989.4/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 3.628 (4.079)] [KD 2.001 (2.411)] 2024-10-15 16:41:18,717 - Train: 98.94% [1237750/1251000] [989.4/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000031] [CE 3.698 (4.026)] [KD 2.328 (2.398)] 2024-10-15 16:41:26,246 - Train: 98.94% [1237800/1251000] [989.4/1000.0] [batch_t 0.153 (0.150)] [data_t 0.004] [optim_t 0.149] [lr 0.000031] [CE 3.765 (4.050)] [KD 2.261 (2.416)] 2024-10-15 16:41:34,222 - Train: 98.95% [1237850/1251000] [989.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 4.013 (4.018)] [KD 2.348 (2.384)] 2024-10-15 16:41:42,041 - Train: 98.95% [1237900/1251000] [989.5/1000.0] [batch_t 0.152 (0.156)] [data_t 0.003] [optim_t 0.148] [lr 0.000031] [CE 3.934 (4.051)] [KD 2.383 (2.391)] 2024-10-15 16:41:49,716 - Train: 98.96% [1237950/1251000] [989.6/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000031] [CE 4.083 (4.068)] [KD 2.358 (2.411)] 2024-10-15 16:41:57,445 - Train: 98.96% [1238000/1251000] [989.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.359 (4.011)] [KD 2.431 (2.383)] 2024-10-15 16:42:05,340 - Train: 98.96% [1238050/1251000] [989.6/1000.0] [batch_t 0.150 (0.158)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.968 (4.046)] [KD 2.295 (2.385)] 2024-10-15 16:42:12,936 - Train: 98.97% [1238100/1251000] [989.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 3.982 (4.066)] [KD 2.387 (2.409)] 2024-10-15 16:42:20,931 - Train: 98.97% [1238150/1251000] [989.7/1000.0] [batch_t 0.250 (0.160)] [data_t 0.004] [optim_t 0.246] [lr 0.000031] [CE 4.048 (4.006)] [KD 2.293 (2.382)] 2024-10-15 16:42:28,705 - Train: 98.98% [1238200/1251000] [989.8/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 3.484 (4.024)] [KD 2.133 (2.394)] 2024-10-15 16:42:36,298 - Train: 98.98% [1238250/1251000] [989.8/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000031] [CE 4.218 (4.087)] [KD 2.527 (2.422)] 2024-10-15 16:42:44,107 - Train: 98.98% [1238300/1251000] [989.8/1000.0] [batch_t 0.147 (0.156)] [data_t 0.003] [optim_t 0.144] [lr 0.000031] [CE 3.711 (4.006)] [KD 2.198 (2.396)] 2024-10-15 16:42:51,818 - Train: 98.99% [1238350/1251000] [989.9/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.163 (4.025)] [KD 2.400 (2.373)] 2024-10-15 16:42:59,516 - Train: 98.99% [1238400/1251000] [989.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000031] [CE 3.160 (4.079)] [KD 1.809 (2.418)] 2024-10-15 16:43:07,270 - Train: 99.00% [1238450/1251000] [990.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.447 (3.976)] [KD 2.702 (2.351)] 2024-10-15 16:43:19,006 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39245] [top5_cnt 47043] [top_all 50000] 2024-10-15 16:43:19,007 - net: 78.490 (94.086) 2024-10-15 16:43:24,754 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.105)] [top1_cnt 39380] [top5_cnt 47084] [top_all 50000] 2024-10-15 16:43:24,754 - net_E: 78.760 (94.168) 2024-10-15 16:43:24,899 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:43:24,900 - ==> Total time: 2 days, 2:41:08 Eta: 0:30:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:43:32,992 - Train: 99.00% [1238500/1251000] [990.0/1000.0] [batch_t 0.147 (0.219)] [data_t 0.004] [optim_t 0.143] [lr 0.000031] [CE 3.725 (4.133)] [KD 2.161 (2.409)] 2024-10-15 16:43:40,717 - Train: 99.00% [1238550/1251000] [990.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000031] [CE 3.833 (4.019)] [KD 2.232 (2.377)] 2024-10-15 16:43:48,387 - Train: 99.01% [1238600/1251000] [990.1/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.146] [lr 0.000031] [CE 4.109 (4.078)] [KD 2.488 (2.401)] 2024-10-15 16:43:56,336 - Train: 99.01% [1238650/1251000] [990.1/1000.0] [batch_t 0.156 (0.159)] [data_t 0.004] [optim_t 0.153] [lr 0.000031] [CE 3.736 (4.100)] [KD 2.060 (2.405)] 2024-10-15 16:44:03,958 - Train: 99.02% [1238700/1251000] [990.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.453 (4.026)] [KD 1.980 (2.370)] 2024-10-15 16:44:11,679 - Train: 99.02% [1238750/1251000] [990.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.108 (3.997)] [KD 2.221 (2.353)] 2024-10-15 16:44:19,522 - Train: 99.02% [1238800/1251000] [990.2/1000.0] [batch_t 0.152 (0.157)] [data_t 0.005] [optim_t 0.147] [lr 0.000031] [CE 4.560 (4.052)] [KD 2.733 (2.394)] 2024-10-15 16:44:27,120 - Train: 99.03% [1238850/1251000] [990.3/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 3.761 (3.935)] [KD 2.343 (2.335)] 2024-10-15 16:44:34,866 - Train: 99.03% [1238900/1251000] [990.3/1000.0] [batch_t 0.151 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 4.250 (4.031)] [KD 2.504 (2.408)] 2024-10-15 16:44:42,736 - Train: 99.04% [1238950/1251000] [990.4/1000.0] [batch_t 0.159 (0.157)] [data_t 0.005] [optim_t 0.154] [lr 0.000031] [CE 4.509 (4.025)] [KD 2.664 (2.369)] 2024-10-15 16:44:50,408 - Train: 99.04% [1239000/1251000] [990.4/1000.0] [batch_t 0.158 (0.153)] [data_t 0.004] [optim_t 0.154] [lr 0.000031] [CE 3.850 (4.045)] [KD 2.297 (2.408)] 2024-10-15 16:44:58,120 - Train: 99.04% [1239050/1251000] [990.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.769 (4.067)] [KD 2.382 (2.411)] 2024-10-15 16:45:05,989 - Train: 99.05% [1239100/1251000] [990.5/1000.0] [batch_t 0.155 (0.157)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 3.894 (3.964)] [KD 2.354 (2.367)] 2024-10-15 16:45:13,747 - Train: 99.05% [1239150/1251000] [990.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000031] [CE 4.041 (4.075)] [KD 2.442 (2.437)] 2024-10-15 16:45:21,475 - Train: 99.06% [1239200/1251000] [990.6/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000031] [CE 4.005 (3.951)] [KD 2.345 (2.326)] 2024-10-15 16:45:29,058 - Train: 99.06% [1239250/1251000] [990.6/1000.0] [batch_t 0.153 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000031] [CE 4.525 (4.072)] [KD 2.663 (2.400)] 2024-10-15 16:45:37,075 - Train: 99.06% [1239300/1251000] [990.6/1000.0] [batch_t 0.152 (0.160)] [data_t 0.003] [optim_t 0.149] [lr 0.000031] [CE 3.612 (4.010)] [KD 1.930 (2.402)] 2024-10-15 16:45:44,776 - Train: 99.07% [1239350/1251000] [990.7/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.152] [lr 0.000031] [CE 3.706 (4.000)] [KD 2.205 (2.374)] 2024-10-15 16:45:52,358 - Train: 99.07% [1239400/1251000] [990.7/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.724 (4.095)] [KD 2.830 (2.419)] 2024-10-15 16:45:59,970 - Train: 99.08% [1239450/1251000] [990.8/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000031] [CE 4.539 (4.039)] [KD 2.580 (2.370)] 2024-10-15 16:46:07,937 - Train: 99.08% [1239500/1251000] [990.8/1000.0] [batch_t 0.150 (0.159)] [data_t 0.003] [optim_t 0.147] [lr 0.000031] [CE 4.065 (4.014)] [KD 2.423 (2.362)] 2024-10-15 16:46:15,722 - Train: 99.08% [1239550/1251000] [990.8/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 3.977 (4.014)] [KD 2.451 (2.364)] 2024-10-15 16:46:23,486 - Train: 99.09% [1239600/1251000] [990.9/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000031] [CE 4.535 (4.080)] [KD 2.681 (2.416)] 2024-10-15 16:46:31,179 - Train: 99.09% [1239650/1251000] [990.9/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000031] [CE 4.516 (4.026)] [KD 2.390 (2.367)] 2024-10-15 16:46:38,790 - Train: 99.10% [1239700/1251000] [991.0/1000.0] [batch_t 0.155 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000031] [CE 4.126 (4.060)] [KD 2.535 (2.401)] 2024-10-15 16:46:50,821 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39307] [top5_cnt 47036] [top_all 50000] 2024-10-15 16:46:50,821 - net: 78.614 (94.072) 2024-10-15 16:46:56,639 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39396] [top5_cnt 47070] [top_all 50000] 2024-10-15 16:46:56,639 - net_E: 78.792 (94.140) 2024-10-15 16:46:56,778 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:46:56,779 - ==> Total time: 2 days, 2:44:40 Eta: 0:27:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:47:00,402 - Train: 99.10% [1239750/1251000] [991.0/1000.0] [batch_t 0.159 (0.206)] [data_t 0.005] [optim_t 0.154] [lr 0.000031] [CE 4.080 (4.030)] [KD 2.115 (2.383)] 2024-10-15 16:47:08,059 - Train: 99.10% [1239800/1251000] [991.0/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 3.857 (4.030)] [KD 2.228 (2.390)] 2024-10-15 16:47:15,666 - Train: 99.11% [1239850/1251000] [991.1/1000.0] [batch_t 0.153 (0.152)] [data_t 0.003] [optim_t 0.150] [lr 0.000031] [CE 4.091 (4.092)] [KD 2.564 (2.402)] 2024-10-15 16:47:23,520 - Train: 99.11% [1239900/1251000] [991.1/1000.0] [batch_t 0.307 (0.157)] [data_t 0.004] [optim_t 0.303] [lr 0.000031] [CE 4.036 (3.949)] [KD 2.228 (2.325)] 2024-10-15 16:47:31,420 - Train: 99.12% [1239950/1251000] [991.2/1000.0] [batch_t 0.155 (0.158)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 4.189 (3.989)] [KD 2.539 (2.369)] 2024-10-15 16:47:39,106 - Train: 99.12% [1240000/1251000] [991.2/1000.0] [batch_t 0.153 (0.154)] [data_t 0.005] [optim_t 0.148] [lr 0.000031] [CE 4.656 (4.053)] [KD 2.656 (2.397)] 2024-10-15 16:47:46,891 - Train: 99.12% [1240050/1251000] [991.2/1000.0] [batch_t 0.159 (0.156)] [data_t 0.005] [optim_t 0.154] [lr 0.000031] [CE 3.811 (4.091)] [KD 2.288 (2.407)] 2024-10-15 16:47:54,517 - Train: 99.13% [1240100/1251000] [991.3/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.151] [lr 0.000031] [CE 3.882 (3.984)] [KD 2.133 (2.336)] 2024-10-15 16:48:02,542 - Train: 99.13% [1240150/1251000] [991.3/1000.0] [batch_t 0.168 (0.160)] [data_t 0.006] [optim_t 0.162] [lr 0.000031] [CE 4.430 (3.985)] [KD 2.624 (2.386)] 2024-10-15 16:48:10,395 - Train: 99.14% [1240200/1251000] [991.4/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.150] [lr 0.000031] [CE 3.382 (4.071)] [KD 2.143 (2.401)] 2024-10-15 16:48:18,033 - Train: 99.14% [1240250/1251000] [991.4/1000.0] [batch_t 0.155 (0.153)] [data_t 0.005] [optim_t 0.150] [lr 0.000031] [CE 3.728 (3.971)] [KD 2.140 (2.329)] 2024-10-15 16:48:25,912 - Train: 99.14% [1240300/1251000] [991.4/1000.0] [batch_t 0.158 (0.157)] [data_t 0.003] [optim_t 0.155] [lr 0.000031] [CE 4.598 (4.076)] [KD 2.683 (2.409)] 2024-10-15 16:48:33,648 - Train: 99.15% [1240350/1251000] [991.5/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.393 (4.085)] [KD 2.205 (2.433)] 2024-10-15 16:48:41,313 - Train: 99.15% [1240400/1251000] [991.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000031] [CE 4.628 (4.018)] [KD 2.552 (2.376)] 2024-10-15 16:48:49,027 - Train: 99.16% [1240450/1251000] [991.6/1000.0] [batch_t 0.150 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000031] [CE 4.629 (4.008)] [KD 2.690 (2.364)] 2024-10-15 16:48:56,781 - Train: 99.16% [1240500/1251000] [991.6/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000031] [CE 4.328 (4.063)] [KD 2.615 (2.395)] 2024-10-15 16:49:04,612 - Train: 99.16% [1240550/1251000] [991.6/1000.0] [batch_t 0.153 (0.157)] [data_t 0.003] [optim_t 0.150] [lr 0.000031] [CE 3.943 (3.999)] [KD 2.336 (2.381)] 2024-10-15 16:49:12,635 - Train: 99.17% [1240600/1251000] [991.7/1000.0] [batch_t 0.150 (0.160)] [data_t 0.004] [optim_t 0.146] [lr 0.000031] [CE 3.888 (4.038)] [KD 2.274 (2.404)] 2024-10-15 16:49:20,279 - Train: 99.17% [1240650/1251000] [991.7/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.150] [lr 0.000031] [CE 3.963 (4.056)] [KD 2.296 (2.410)] 2024-10-15 16:49:28,099 - Train: 99.18% [1240700/1251000] [991.8/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 4.513 (4.028)] [KD 2.759 (2.382)] 2024-10-15 16:49:35,968 - Train: 99.18% [1240750/1251000] [991.8/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 3.752 (4.018)] [KD 2.368 (2.400)] 2024-10-15 16:49:43,725 - Train: 99.18% [1240800/1251000] [991.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 3.784 (3.979)] [KD 2.314 (2.343)] 2024-10-15 16:49:51,459 - Train: 99.19% [1240850/1251000] [991.9/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 4.164 (4.042)] [KD 2.390 (2.388)] 2024-10-15 16:49:59,064 - Train: 99.19% [1240900/1251000] [991.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.224 (4.014)] [KD 2.491 (2.358)] 2024-10-15 16:50:06,808 - Train: 99.20% [1240950/1251000] [992.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.006] [optim_t 0.148] [lr 0.000030] [CE 4.058 (4.014)] [KD 2.446 (2.372)] 2024-10-15 16:50:19,014 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39324] [top5_cnt 47013] [top_all 50000] 2024-10-15 16:50:19,015 - net: 78.648 (94.026) 2024-10-15 16:50:24,778 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39408] [top5_cnt 47071] [top_all 50000] 2024-10-15 16:50:24,778 - net_E: 78.816 (94.142) 2024-10-15 16:50:24,920 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:50:24,920 - ==> Total time: 2 days, 2:48:08 Eta: 0:24:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:50:28,612 - Train: 99.20% [1241000/1251000] [992.0/1000.0] [batch_t 0.149 (0.215)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 4.129 (4.013)] [KD 2.228 (2.345)] 2024-10-15 16:50:36,132 - Train: 99.20% [1241050/1251000] [992.0/1000.0] [batch_t 0.149 (0.150)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.161 (3.996)] [KD 2.412 (2.360)] 2024-10-15 16:50:43,908 - Train: 99.21% [1241100/1251000] [992.1/1000.0] [batch_t 0.149 (0.155)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.350 (4.047)] [KD 2.470 (2.390)] 2024-10-15 16:50:51,739 - Train: 99.21% [1241150/1251000] [992.1/1000.0] [batch_t 0.150 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000030] [CE 3.922 (3.994)] [KD 2.368 (2.363)] 2024-10-15 16:50:59,231 - Train: 99.22% [1241200/1251000] [992.2/1000.0] [batch_t 0.150 (0.150)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.086 (3.999)] [KD 2.352 (2.369)] 2024-10-15 16:51:06,854 - Train: 99.22% [1241250/1251000] [992.2/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.410 (3.933)] [KD 2.684 (2.327)] 2024-10-15 16:51:14,568 - Train: 99.22% [1241300/1251000] [992.2/1000.0] [batch_t 0.148 (0.154)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 3.824 (4.003)] [KD 2.253 (2.354)] 2024-10-15 16:51:22,137 - Train: 99.23% [1241350/1251000] [992.3/1000.0] [batch_t 0.154 (0.151)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 3.971 (4.042)] [KD 2.268 (2.381)] 2024-10-15 16:51:29,940 - Train: 99.23% [1241400/1251000] [992.3/1000.0] [batch_t 0.303 (0.156)] [data_t 0.004] [optim_t 0.298] [lr 0.000030] [CE 4.398 (4.089)] [KD 2.637 (2.414)] 2024-10-15 16:51:37,894 - Train: 99.24% [1241450/1251000] [992.4/1000.0] [batch_t 0.150 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.115 (4.029)] [KD 2.340 (2.379)] 2024-10-15 16:51:45,624 - Train: 99.24% [1241500/1251000] [992.4/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.087 (4.103)] [KD 2.379 (2.417)] 2024-10-15 16:51:53,446 - Train: 99.24% [1241550/1251000] [992.4/1000.0] [batch_t 0.148 (0.156)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.323 (4.035)] [KD 2.350 (2.394)] 2024-10-15 16:52:00,988 - Train: 99.25% [1241600/1251000] [992.5/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.322 (4.079)] [KD 2.459 (2.408)] 2024-10-15 16:52:08,659 - Train: 99.25% [1241650/1251000] [992.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.382 (4.120)] [KD 2.506 (2.417)] 2024-10-15 16:52:16,390 - Train: 99.26% [1241700/1251000] [992.6/1000.0] [batch_t 0.155 (0.155)] [data_t 0.005] [optim_t 0.150] [lr 0.000030] [CE 4.141 (4.050)] [KD 2.491 (2.413)] 2024-10-15 16:52:24,009 - Train: 99.26% [1241750/1251000] [992.6/1000.0] [batch_t 0.158 (0.152)] [data_t 0.005] [optim_t 0.152] [lr 0.000030] [CE 3.617 (3.927)] [KD 2.181 (2.327)] 2024-10-15 16:52:31,509 - Train: 99.26% [1241800/1251000] [992.6/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.067 (4.000)] [KD 2.273 (2.340)] 2024-10-15 16:52:39,532 - Train: 99.27% [1241850/1251000] [992.7/1000.0] [batch_t 0.149 (0.160)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 3.583 (3.954)] [KD 2.213 (2.347)] 2024-10-15 16:52:47,090 - Train: 99.27% [1241900/1251000] [992.7/1000.0] [batch_t 0.153 (0.151)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 3.892 (4.065)] [KD 2.394 (2.428)] 2024-10-15 16:52:54,947 - Train: 99.28% [1241950/1251000] [992.8/1000.0] [batch_t 0.154 (0.157)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 4.022 (4.034)] [KD 2.468 (2.378)] 2024-10-15 16:53:02,670 - Train: 99.28% [1242000/1251000] [992.8/1000.0] [batch_t 0.156 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000030] [CE 4.597 (3.974)] [KD 2.853 (2.338)] 2024-10-15 16:53:10,454 - Train: 99.28% [1242050/1251000] [992.8/1000.0] [batch_t 0.157 (0.156)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 4.020 (3.993)] [KD 2.368 (2.382)] 2024-10-15 16:53:18,295 - Train: 99.29% [1242100/1251000] [992.9/1000.0] [batch_t 0.150 (0.157)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.980 (4.036)] [KD 2.369 (2.387)] 2024-10-15 16:53:25,985 - Train: 99.29% [1242150/1251000] [992.9/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.387 (4.034)] [KD 2.550 (2.386)] 2024-10-15 16:53:33,561 - Train: 99.30% [1242200/1251000] [993.0/1000.0] [batch_t 0.152 (0.151)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.260 (4.065)] [KD 2.656 (2.385)] 2024-10-15 16:53:45,896 - Test (net): 100.00% [50/50] [batch_t 0.025 (0.108)] [top1_cnt 39308] [top5_cnt 47021] [top_all 50000] 2024-10-15 16:53:45,896 - net: 78.616 (94.042) 2024-10-15 16:53:51,792 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.107)] [top1_cnt 39425] [top5_cnt 47073] [top_all 50000] 2024-10-15 16:53:51,793 - net_E: 78.850 (94.146) 2024-10-15 16:53:51,896 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.872 (epoch: 980)] 2024-10-15 16:53:51,896 - ==> Total time: 2 days, 2:51:35 Eta: 0:21:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:53:55,468 - Train: 99.30% [1242250/1251000] [993.0/1000.0] [batch_t 0.154 (0.237)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 3.955 (3.985)] [KD 2.388 (2.389)] 2024-10-15 16:54:03,224 - Train: 99.30% [1242300/1251000] [993.0/1000.0] [batch_t 0.159 (0.155)] [data_t 0.003] [optim_t 0.156] [lr 0.000030] [CE 3.601 (4.061)] [KD 2.074 (2.418)] 2024-10-15 16:54:11,017 - Train: 99.31% [1242350/1251000] [993.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.060 (4.003)] [KD 2.398 (2.375)] 2024-10-15 16:54:18,949 - Train: 99.31% [1242400/1251000] [993.1/1000.0] [batch_t 0.152 (0.159)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 4.411 (3.962)] [KD 2.333 (2.311)] 2024-10-15 16:54:26,636 - Train: 99.32% [1242450/1251000] [993.2/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.885 (3.994)] [KD 2.320 (2.371)] 2024-10-15 16:54:34,229 - Train: 99.32% [1242500/1251000] [993.2/1000.0] [batch_t 0.154 (0.152)] [data_t 0.003] [optim_t 0.151] [lr 0.000030] [CE 3.596 (4.005)] [KD 2.158 (2.344)] 2024-10-15 16:54:41,934 - Train: 99.32% [1242550/1251000] [993.2/1000.0] [batch_t 0.157 (0.154)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 4.138 (4.006)] [KD 2.394 (2.362)] 2024-10-15 16:54:49,600 - Train: 99.33% [1242600/1251000] [993.3/1000.0] [batch_t 0.153 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.174 (4.059)] [KD 2.416 (2.396)] 2024-10-15 16:54:57,293 - Train: 99.33% [1242650/1251000] [993.3/1000.0] [batch_t 0.155 (0.154)] [data_t 0.004] [optim_t 0.151] [lr 0.000030] [CE 4.030 (4.045)] [KD 2.280 (2.385)] 2024-10-15 16:55:05,273 - Train: 99.34% [1242700/1251000] [993.4/1000.0] [batch_t 0.148 (0.159)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 4.064 (4.054)] [KD 2.341 (2.386)] 2024-10-15 16:55:13,015 - Train: 99.34% [1242750/1251000] [993.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.099 (4.059)] [KD 2.373 (2.398)] 2024-10-15 16:55:20,911 - Train: 99.34% [1242800/1251000] [993.4/1000.0] [batch_t 0.154 (0.158)] [data_t 0.005] [optim_t 0.148] [lr 0.000030] [CE 3.915 (4.024)] [KD 2.368 (2.384)] 2024-10-15 16:55:28,540 - Train: 99.35% [1242850/1251000] [993.5/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 4.195 (4.058)] [KD 2.501 (2.394)] 2024-10-15 16:55:36,261 - Train: 99.35% [1242900/1251000] [993.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 3.533 (3.933)] [KD 2.282 (2.328)] 2024-10-15 16:55:43,862 - Train: 99.36% [1242950/1251000] [993.6/1000.0] [batch_t 0.151 (0.152)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 3.927 (4.120)] [KD 2.293 (2.427)] 2024-10-15 16:55:51,457 - Train: 99.36% [1243000/1251000] [993.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.005] [optim_t 0.151] [lr 0.000030] [CE 4.104 (4.029)] [KD 2.570 (2.396)] 2024-10-15 16:55:59,035 - Train: 99.36% [1243050/1251000] [993.6/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.367 (4.019)] [KD 2.539 (2.393)] 2024-10-15 16:56:07,015 - Train: 99.37% [1243100/1251000] [993.7/1000.0] [batch_t 0.152 (0.160)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 3.949 (4.032)] [KD 2.337 (2.376)] 2024-10-15 16:56:14,642 - Train: 99.37% [1243150/1251000] [993.7/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 4.355 (4.046)] [KD 2.532 (2.404)] 2024-10-15 16:56:22,472 - Train: 99.38% [1243200/1251000] [993.8/1000.0] [batch_t 0.272 (0.157)] [data_t 0.003] [optim_t 0.269] [lr 0.000030] [CE 4.365 (4.087)] [KD 2.380 (2.438)] 2024-10-15 16:56:30,151 - Train: 99.38% [1243250/1251000] [993.8/1000.0] [batch_t 0.154 (0.153)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 3.836 (4.005)] [KD 2.368 (2.361)] 2024-10-15 16:56:37,875 - Train: 99.38% [1243300/1251000] [993.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.003] [optim_t 0.147] [lr 0.000030] [CE 3.965 (4.021)] [KD 2.186 (2.375)] 2024-10-15 16:56:45,430 - Train: 99.39% [1243350/1251000] [993.9/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 3.822 (4.040)] [KD 2.251 (2.402)] 2024-10-15 16:56:53,042 - Train: 99.39% [1243400/1251000] [993.9/1000.0] [batch_t 0.154 (0.152)] [data_t 0.002] [optim_t 0.152] [lr 0.000030] [CE 3.532 (4.015)] [KD 2.039 (2.354)] 2024-10-15 16:57:00,670 - Train: 99.40% [1243450/1251000] [994.0/1000.0] [batch_t 0.148 (0.152)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.124 (4.062)] [KD 2.456 (2.406)] 2024-10-15 16:57:13,208 - Test (net): 100.00% [50/50] [batch_t 0.024 (0.106)] [top1_cnt 39328] [top5_cnt 47045] [top_all 50000] 2024-10-15 16:57:13,209 - net: 78.656 (94.090) 2024-10-15 16:57:19,116 - Test (net_E): 100.00% [50/50] [batch_t 0.047 (0.107)] [top1_cnt 39453] [top5_cnt 47082] [top_all 50000] 2024-10-15 16:57:19,117 - net_E: 78.906 (94.164) 2024-10-15 16:57:19,270 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 16:57:19,270 - ==> Total time: 2 days, 2:55:02 Eta: 0:18:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 16:57:28,139 - Train: 99.40% [1243500/1251000] [994.0/1000.0] [batch_t 0.157 (0.225)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 4.168 (4.128)] [KD 2.485 (2.415)] 2024-10-15 16:57:35,682 - Train: 99.40% [1243550/1251000] [994.0/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.747 (4.011)] [KD 2.210 (2.372)] 2024-10-15 16:57:43,490 - Train: 99.41% [1243600/1251000] [994.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 3.650 (4.008)] [KD 2.165 (2.383)] 2024-10-15 16:57:51,055 - Train: 99.41% [1243650/1251000] [994.1/1000.0] [batch_t 0.149 (0.151)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.219 (4.047)] [KD 2.471 (2.394)] 2024-10-15 16:57:58,615 - Train: 99.42% [1243700/1251000] [994.2/1000.0] [batch_t 0.153 (0.151)] [data_t 0.005] [optim_t 0.148] [lr 0.000030] [CE 3.962 (4.039)] [KD 2.275 (2.385)] 2024-10-15 16:58:06,387 - Train: 99.42% [1243750/1251000] [994.2/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.242 (3.973)] [KD 2.536 (2.347)] 2024-10-15 16:58:13,943 - Train: 99.42% [1243800/1251000] [994.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.286 (4.053)] [KD 2.495 (2.415)] 2024-10-15 16:58:21,660 - Train: 99.43% [1243850/1251000] [994.3/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.839 (4.043)] [KD 2.349 (2.390)] 2024-10-15 16:58:29,449 - Train: 99.43% [1243900/1251000] [994.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.409 (4.025)] [KD 2.610 (2.374)] 2024-10-15 16:58:37,309 - Train: 99.44% [1243950/1251000] [994.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.482 (4.083)] [KD 2.595 (2.409)] 2024-10-15 16:58:45,065 - Train: 99.44% [1244000/1251000] [994.4/1000.0] [batch_t 0.153 (0.155)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 4.401 (4.028)] [KD 2.597 (2.381)] 2024-10-15 16:58:52,607 - Train: 99.44% [1244050/1251000] [994.4/1000.0] [batch_t 0.150 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.348 (4.082)] [KD 2.614 (2.424)] 2024-10-15 16:59:00,123 - Train: 99.45% [1244100/1251000] [994.5/1000.0] [batch_t 0.149 (0.150)] [data_t 0.006] [optim_t 0.143] [lr 0.000030] [CE 4.424 (4.063)] [KD 2.812 (2.390)] 2024-10-15 16:59:07,955 - Train: 99.45% [1244150/1251000] [994.5/1000.0] [batch_t 0.152 (0.157)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.069 (4.063)] [KD 2.335 (2.365)] 2024-10-15 16:59:15,522 - Train: 99.46% [1244200/1251000] [994.6/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 3.957 (4.025)] [KD 2.391 (2.403)] 2024-10-15 16:59:23,184 - Train: 99.46% [1244250/1251000] [994.6/1000.0] [batch_t 0.148 (0.153)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.251 (4.037)] [KD 2.487 (2.381)] 2024-10-15 16:59:30,836 - Train: 99.46% [1244300/1251000] [994.6/1000.0] [batch_t 0.149 (0.153)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.275 (3.910)] [KD 2.402 (2.327)] 2024-10-15 16:59:38,742 - Train: 99.47% [1244350/1251000] [994.7/1000.0] [batch_t 0.152 (0.158)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.576 (4.077)] [KD 2.897 (2.420)] 2024-10-15 16:59:46,364 - Train: 99.47% [1244400/1251000] [994.7/1000.0] [batch_t 0.151 (0.152)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.701 (4.064)] [KD 2.229 (2.406)] 2024-10-15 16:59:54,055 - Train: 99.48% [1244450/1251000] [994.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.163 (4.071)] [KD 2.319 (2.385)] 2024-10-15 17:00:01,590 - Train: 99.48% [1244500/1251000] [994.8/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000030] [CE 4.147 (4.080)] [KD 2.549 (2.413)] 2024-10-15 17:00:09,328 - Train: 99.48% [1244550/1251000] [994.8/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.012 (3.966)] [KD 2.535 (2.346)] 2024-10-15 17:00:16,962 - Train: 99.49% [1244600/1251000] [994.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 4.399 (4.025)] [KD 2.558 (2.361)] 2024-10-15 17:00:24,504 - Train: 99.49% [1244650/1251000] [994.9/1000.0] [batch_t 0.147 (0.151)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 3.609 (4.077)] [KD 2.092 (2.398)] 2024-10-15 17:00:32,259 - Train: 99.50% [1244700/1251000] [995.0/1000.0] [batch_t 0.150 (0.155)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 3.920 (3.923)] [KD 2.347 (2.310)] 2024-10-15 17:00:44,765 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.105)] [top1_cnt 39291] [top5_cnt 47055] [top_all 50000] 2024-10-15 17:00:44,766 - net: 78.582 (94.110) 2024-10-15 17:00:50,471 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.104)] [top1_cnt 39432] [top5_cnt 47081] [top_all 50000] 2024-10-15 17:00:50,472 - net_E: 78.864 (94.162) 2024-10-15 17:00:50,575 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 17:00:50,575 - ==> Total time: 2 days, 2:58:33 Eta: 0:15:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 17:00:53,668 - Train: 99.50% [1244750/1251000] [995.0/1000.0] [batch_t 0.153 (0.229)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.031 (4.034)] [KD 2.412 (2.449)] 2024-10-15 17:01:01,396 - Train: 99.50% [1244800/1251000] [995.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 4.001 (4.062)] [KD 2.299 (2.396)] 2024-10-15 17:01:09,224 - Train: 99.51% [1244850/1251000] [995.1/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.011 (4.110)] [KD 2.393 (2.438)] 2024-10-15 17:01:16,754 - Train: 99.51% [1244900/1251000] [995.1/1000.0] [batch_t 0.148 (0.151)] [data_t 0.005] [optim_t 0.143] [lr 0.000030] [CE 3.663 (4.012)] [KD 2.251 (2.401)] 2024-10-15 17:01:24,457 - Train: 99.52% [1244950/1251000] [995.2/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000030] [CE 4.093 (4.057)] [KD 2.385 (2.402)] 2024-10-15 17:01:32,027 - Train: 99.52% [1245000/1251000] [995.2/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.264 (4.050)] [KD 2.530 (2.418)] 2024-10-15 17:01:39,717 - Train: 99.52% [1245050/1251000] [995.2/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 3.971 (4.069)] [KD 2.247 (2.404)] 2024-10-15 17:01:47,538 - Train: 99.53% [1245100/1251000] [995.3/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.990 (4.032)] [KD 2.255 (2.388)] 2024-10-15 17:01:55,241 - Train: 99.53% [1245150/1251000] [995.3/1000.0] [batch_t 0.149 (0.154)] [data_t 0.003] [optim_t 0.146] [lr 0.000030] [CE 4.125 (4.082)] [KD 2.380 (2.392)] 2024-10-15 17:02:03,198 - Train: 99.54% [1245200/1251000] [995.4/1000.0] [batch_t 0.153 (0.159)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 3.527 (4.019)] [KD 1.969 (2.384)] 2024-10-15 17:02:10,884 - Train: 99.54% [1245250/1251000] [995.4/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.164 (4.119)] [KD 2.522 (2.417)] 2024-10-15 17:02:18,434 - Train: 99.54% [1245300/1251000] [995.4/1000.0] [batch_t 0.146 (0.151)] [data_t 0.005] [optim_t 0.142] [lr 0.000030] [CE 4.498 (4.070)] [KD 2.687 (2.400)] 2024-10-15 17:02:26,000 - Train: 99.55% [1245350/1251000] [995.5/1000.0] [batch_t 0.152 (0.151)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.595 (4.094)] [KD 2.762 (2.439)] 2024-10-15 17:02:33,674 - Train: 99.55% [1245400/1251000] [995.5/1000.0] [batch_t 0.150 (0.153)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 3.604 (4.020)] [KD 2.103 (2.390)] 2024-10-15 17:02:41,398 - Train: 99.56% [1245450/1251000] [995.6/1000.0] [batch_t 0.162 (0.154)] [data_t 0.003] [optim_t 0.158] [lr 0.000030] [CE 4.149 (4.078)] [KD 2.387 (2.430)] 2024-10-15 17:02:49,207 - Train: 99.56% [1245500/1251000] [995.6/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.351 (4.025)] [KD 2.479 (2.365)] 2024-10-15 17:02:56,945 - Train: 99.56% [1245550/1251000] [995.6/1000.0] [batch_t 0.151 (0.155)] [data_t 0.006] [optim_t 0.145] [lr 0.000030] [CE 4.097 (4.082)] [KD 2.504 (2.426)] 2024-10-15 17:03:04,845 - Train: 99.57% [1245600/1251000] [995.7/1000.0] [batch_t 0.155 (0.158)] [data_t 0.003] [optim_t 0.152] [lr 0.000030] [CE 4.359 (3.977)] [KD 2.492 (2.341)] 2024-10-15 17:03:12,432 - Train: 99.57% [1245650/1251000] [995.7/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.337 (4.107)] [KD 2.513 (2.438)] 2024-10-15 17:03:20,250 - Train: 99.58% [1245700/1251000] [995.8/1000.0] [batch_t 0.149 (0.156)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.234 (4.101)] [KD 2.496 (2.422)] 2024-10-15 17:03:27,896 - Train: 99.58% [1245750/1251000] [995.8/1000.0] [batch_t 0.156 (0.153)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 4.420 (4.024)] [KD 2.571 (2.359)] 2024-10-15 17:03:35,629 - Train: 99.58% [1245800/1251000] [995.8/1000.0] [batch_t 0.151 (0.155)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 3.779 (4.061)] [KD 2.251 (2.403)] 2024-10-15 17:03:43,230 - Train: 99.59% [1245850/1251000] [995.9/1000.0] [batch_t 0.152 (0.152)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.038 (4.069)] [KD 2.271 (2.386)] 2024-10-15 17:03:50,923 - Train: 99.59% [1245900/1251000] [995.9/1000.0] [batch_t 0.154 (0.154)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.053 (4.017)] [KD 2.417 (2.374)] 2024-10-15 17:03:58,603 - Train: 99.60% [1245950/1251000] [996.0/1000.0] [batch_t 0.153 (0.154)] [data_t 0.003] [optim_t 0.151] [lr 0.000030] [CE 3.914 (4.074)] [KD 2.111 (2.412)] 2024-10-15 17:04:11,360 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.108)] [top1_cnt 39238] [top5_cnt 47004] [top_all 50000] 2024-10-15 17:04:11,360 - net: 78.476 (94.008) 2024-10-15 17:04:17,096 - Test (net_E): 100.00% [50/50] [batch_t 0.025 (0.104)] [top1_cnt 39428] [top5_cnt 47087] [top_all 50000] 2024-10-15 17:04:17,096 - net_E: 78.856 (94.174) 2024-10-15 17:04:17,309 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 17:04:17,310 - ==> Total time: 2 days, 3:02:00 Eta: 0:12:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 17:04:20,259 - Train: 99.60% [1246000/1251000] [996.0/1000.0] [batch_t 0.149 (0.286)] [data_t 0.003] [optim_t 0.146] [lr 0.000030] [CE 3.794 (4.302)] [KD 2.295 (2.606)] 2024-10-15 17:04:28,249 - Train: 99.60% [1246050/1251000] [996.0/1000.0] [batch_t 0.148 (0.160)] [data_t 0.004] [optim_t 0.143] [lr 0.000030] [CE 4.052 (4.036)] [KD 2.388 (2.373)] 2024-10-15 17:04:35,843 - Train: 99.61% [1246100/1251000] [996.1/1000.0] [batch_t 0.154 (0.152)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 4.562 (4.010)] [KD 2.659 (2.361)] 2024-10-15 17:04:43,634 - Train: 99.61% [1246150/1251000] [996.1/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.199 (4.031)] [KD 2.560 (2.386)] 2024-10-15 17:04:51,253 - Train: 99.62% [1246200/1251000] [996.2/1000.0] [batch_t 0.148 (0.152)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 3.991 (4.046)] [KD 2.268 (2.394)] 2024-10-15 17:04:58,929 - Train: 99.62% [1246250/1251000] [996.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 3.976 (4.057)] [KD 2.359 (2.379)] 2024-10-15 17:05:06,812 - Train: 99.62% [1246300/1251000] [996.2/1000.0] [batch_t 0.153 (0.158)] [data_t 0.003] [optim_t 0.150] [lr 0.000030] [CE 3.747 (4.018)] [KD 2.362 (2.392)] 2024-10-15 17:05:14,599 - Train: 99.63% [1246350/1251000] [996.3/1000.0] [batch_t 0.154 (0.156)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 3.619 (4.026)] [KD 2.177 (2.384)] 2024-10-15 17:05:22,280 - Train: 99.63% [1246400/1251000] [996.3/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.076 (4.034)] [KD 2.431 (2.390)] 2024-10-15 17:05:29,968 - Train: 99.64% [1246450/1251000] [996.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.209 (4.049)] [KD 2.508 (2.383)] 2024-10-15 17:05:37,669 - Train: 99.64% [1246500/1251000] [996.4/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.713 (4.126)] [KD 2.726 (2.427)] 2024-10-15 17:05:45,353 - Train: 99.64% [1246550/1251000] [996.4/1000.0] [batch_t 0.148 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 3.783 (4.034)] [KD 2.397 (2.384)] 2024-10-15 17:05:53,026 - Train: 99.65% [1246600/1251000] [996.5/1000.0] [batch_t 0.153 (0.153)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 4.244 (4.038)] [KD 2.487 (2.388)] 2024-10-15 17:06:00,726 - Train: 99.65% [1246650/1251000] [996.5/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.448 (3.978)] [KD 1.980 (2.341)] 2024-10-15 17:06:08,418 - Train: 99.66% [1246700/1251000] [996.6/1000.0] [batch_t 0.158 (0.154)] [data_t 0.005] [optim_t 0.153] [lr 0.000030] [CE 4.259 (4.065)] [KD 2.509 (2.409)] 2024-10-15 17:06:16,137 - Train: 99.66% [1246750/1251000] [996.6/1000.0] [batch_t 0.153 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 3.912 (3.950)] [KD 2.141 (2.335)] 2024-10-15 17:06:23,746 - Train: 99.66% [1246800/1251000] [996.6/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.564 (4.066)] [KD 2.597 (2.408)] 2024-10-15 17:06:31,427 - Train: 99.67% [1246850/1251000] [996.7/1000.0] [batch_t 0.147 (0.154)] [data_t 0.003] [optim_t 0.144] [lr 0.000030] [CE 4.253 (3.999)] [KD 2.591 (2.366)] 2024-10-15 17:06:39,323 - Train: 99.67% [1246900/1251000] [996.7/1000.0] [batch_t 0.149 (0.158)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 3.896 (4.064)] [KD 2.354 (2.419)] 2024-10-15 17:06:47,037 - Train: 99.68% [1246950/1251000] [996.8/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.637 (4.054)] [KD 2.177 (2.424)] 2024-10-15 17:06:54,580 - Train: 99.68% [1247000/1251000] [996.8/1000.0] [batch_t 0.151 (0.151)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.295 (4.059)] [KD 2.468 (2.396)] 2024-10-15 17:07:02,151 - Train: 99.68% [1247050/1251000] [996.8/1000.0] [batch_t 0.158 (0.151)] [data_t 0.005] [optim_t 0.152] [lr 0.000030] [CE 3.956 (4.023)] [KD 2.267 (2.377)] 2024-10-15 17:07:09,851 - Train: 99.69% [1247100/1251000] [996.9/1000.0] [batch_t 0.147 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 3.623 (4.026)] [KD 2.137 (2.374)] 2024-10-15 17:07:17,717 - Train: 99.69% [1247150/1251000] [996.9/1000.0] [batch_t 0.148 (0.157)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 3.982 (4.074)] [KD 2.454 (2.413)] 2024-10-15 17:07:25,276 - Train: 99.70% [1247200/1251000] [997.0/1000.0] [batch_t 0.155 (0.151)] [data_t 0.004] [optim_t 0.151] [lr 0.000030] [CE 4.128 (3.996)] [KD 2.479 (2.355)] 2024-10-15 17:07:38,116 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.106)] [top1_cnt 39251] [top5_cnt 47014] [top_all 50000] 2024-10-15 17:07:38,116 - net: 78.502 (94.028) 2024-10-15 17:07:43,853 - Test (net_E): 100.00% [50/50] [batch_t 0.024 (0.104)] [top1_cnt 39409] [top5_cnt 47067] [top_all 50000] 2024-10-15 17:07:43,854 - net_E: 78.818 (94.134) 2024-10-15 17:07:43,987 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 17:07:43,987 - ==> Total time: 2 days, 3:05:27 Eta: 0:09:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 17:07:46,386 - Train: 99.70% [1247250/1251000] [997.0/1000.0] [batch_t 0.151 (0.279)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 4.627 (4.265)] [KD 2.404 (2.414)] 2024-10-15 17:07:54,147 - Train: 99.70% [1247300/1251000] [997.0/1000.0] [batch_t 0.154 (0.155)] [data_t 0.003] [optim_t 0.151] [lr 0.000030] [CE 4.319 (4.038)] [KD 2.440 (2.367)] 2024-10-15 17:08:02,049 - Train: 99.71% [1247350/1251000] [997.1/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.305 (4.126)] [KD 2.552 (2.429)] 2024-10-15 17:08:09,677 - Train: 99.71% [1247400/1251000] [997.1/1000.0] [batch_t 0.150 (0.152)] [data_t 0.003] [optim_t 0.147] [lr 0.000030] [CE 4.644 (4.028)] [KD 2.576 (2.381)] 2024-10-15 17:08:17,623 - Train: 99.72% [1247450/1251000] [997.2/1000.0] [batch_t 0.151 (0.159)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 4.739 (4.041)] [KD 2.876 (2.399)] 2024-10-15 17:08:25,268 - Train: 99.72% [1247500/1251000] [997.2/1000.0] [batch_t 0.151 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.941 (4.053)] [KD 2.260 (2.403)] 2024-10-15 17:08:32,945 - Train: 99.72% [1247550/1251000] [997.2/1000.0] [batch_t 0.149 (0.153)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 4.079 (3.979)] [KD 2.277 (2.334)] 2024-10-15 17:08:40,525 - Train: 99.73% [1247600/1251000] [997.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.115 (3.996)] [KD 2.541 (2.354)] 2024-10-15 17:08:48,345 - Train: 99.73% [1247650/1251000] [997.3/1000.0] [batch_t 0.149 (0.156)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 4.004 (3.956)] [KD 2.317 (2.329)] 2024-10-15 17:08:55,995 - Train: 99.74% [1247700/1251000] [997.4/1000.0] [batch_t 0.152 (0.153)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 3.938 (4.065)] [KD 2.360 (2.397)] 2024-10-15 17:09:03,710 - Train: 99.74% [1247750/1251000] [997.4/1000.0] [batch_t 0.152 (0.154)] [data_t 0.006] [optim_t 0.147] [lr 0.000030] [CE 3.963 (4.071)] [KD 2.277 (2.416)] 2024-10-15 17:09:11,460 - Train: 99.74% [1247800/1251000] [997.4/1000.0] [batch_t 0.150 (0.155)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.982 (4.081)] [KD 2.284 (2.399)] 2024-10-15 17:09:19,393 - Train: 99.75% [1247850/1251000] [997.5/1000.0] [batch_t 0.152 (0.159)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 4.092 (4.012)] [KD 2.311 (2.370)] 2024-10-15 17:09:27,122 - Train: 99.75% [1247900/1251000] [997.5/1000.0] [batch_t 0.152 (0.154)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.296 (3.977)] [KD 2.635 (2.361)] 2024-10-15 17:09:34,724 - Train: 99.76% [1247950/1251000] [997.6/1000.0] [batch_t 0.156 (0.152)] [data_t 0.004] [optim_t 0.152] [lr 0.000030] [CE 4.556 (4.023)] [KD 2.692 (2.394)] 2024-10-15 17:09:42,506 - Train: 99.76% [1248000/1251000] [997.6/1000.0] [batch_t 0.156 (0.156)] [data_t 0.005] [optim_t 0.151] [lr 0.000030] [CE 4.058 (4.030)] [KD 2.344 (2.365)] 2024-10-15 17:09:50,251 - Train: 99.76% [1248050/1251000] [997.6/1000.0] [batch_t 0.162 (0.155)] [data_t 0.004] [optim_t 0.158] [lr 0.000030] [CE 4.193 (4.066)] [KD 2.487 (2.406)] 2024-10-15 17:09:58,082 - Train: 99.77% [1248100/1251000] [997.7/1000.0] [batch_t 0.153 (0.157)] [data_t 0.005] [optim_t 0.148] [lr 0.000030] [CE 4.346 (4.062)] [KD 2.554 (2.414)] 2024-10-15 17:10:05,821 - Train: 99.77% [1248150/1251000] [997.7/1000.0] [batch_t 0.158 (0.155)] [data_t 0.004] [optim_t 0.154] [lr 0.000030] [CE 4.269 (4.033)] [KD 2.473 (2.360)] 2024-10-15 17:10:13,715 - Train: 99.78% [1248200/1251000] [997.8/1000.0] [batch_t 0.151 (0.158)] [data_t 0.003] [optim_t 0.148] [lr 0.000030] [CE 4.311 (3.945)] [KD 2.561 (2.332)] 2024-10-15 17:10:21,391 - Train: 99.78% [1248250/1251000] [997.8/1000.0] [batch_t 0.153 (0.153)] [data_t 0.006] [optim_t 0.148] [lr 0.000030] [CE 4.049 (3.979)] [KD 2.497 (2.327)] 2024-10-15 17:10:29,445 - Train: 99.78% [1248300/1251000] [997.8/1000.0] [batch_t 0.152 (0.161)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.125 (4.028)] [KD 2.320 (2.391)] 2024-10-15 17:10:37,089 - Train: 99.79% [1248350/1251000] [997.9/1000.0] [batch_t 0.152 (0.153)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.800 (4.005)] [KD 2.377 (2.362)] 2024-10-15 17:10:44,911 - Train: 99.79% [1248400/1251000] [997.9/1000.0] [batch_t 0.155 (0.156)] [data_t 0.003] [optim_t 0.153] [lr 0.000030] [CE 4.218 (4.003)] [KD 2.610 (2.373)] 2024-10-15 17:10:52,650 - Train: 99.80% [1248450/1251000] [998.0/1000.0] [batch_t 0.157 (0.155)] [data_t 0.004] [optim_t 0.153] [lr 0.000030] [CE 3.905 (4.025)] [KD 2.356 (2.372)] 2024-10-15 17:11:05,973 - Test (net): 100.00% [50/50] [batch_t 0.023 (0.109)] [top1_cnt 39245] [top5_cnt 46995] [top_all 50000] 2024-10-15 17:11:05,973 - net: 78.490 (93.990) 2024-10-15 17:11:12,081 - Test (net_E): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39434] [top5_cnt 47083] [top_all 50000] 2024-10-15 17:11:12,082 - net_E: 78.868 (94.166) 2024-10-15 17:11:12,205 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 17:11:12,206 - ==> Total time: 2 days, 3:08:55 Eta: 0:06:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 17:11:14,703 - Train: 99.80% [1248500/1251000] [998.0/1000.0] [batch_t 0.152 (0.428)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 4.307 (3.867)] [KD 2.650 (2.345)] 2024-10-15 17:11:22,229 - Train: 99.80% [1248550/1251000] [998.0/1000.0] [batch_t 0.150 (0.150)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.400 (4.005)] [KD 2.525 (2.358)] 2024-10-15 17:11:30,063 - Train: 99.81% [1248600/1251000] [998.1/1000.0] [batch_t 0.151 (0.157)] [data_t 0.005] [optim_t 0.146] [lr 0.000030] [CE 3.875 (4.035)] [KD 2.298 (2.396)] 2024-10-15 17:11:37,866 - Train: 99.81% [1248650/1251000] [998.1/1000.0] [batch_t 0.158 (0.156)] [data_t 0.005] [optim_t 0.153] [lr 0.000030] [CE 4.055 (4.095)] [KD 2.458 (2.444)] 2024-10-15 17:11:45,726 - Train: 99.82% [1248700/1251000] [998.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.552 (4.042)] [KD 2.664 (2.394)] 2024-10-15 17:11:53,574 - Train: 99.82% [1248750/1251000] [998.2/1000.0] [batch_t 0.149 (0.157)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.064 (4.029)] [KD 2.230 (2.363)] 2024-10-15 17:12:01,143 - Train: 99.82% [1248800/1251000] [998.2/1000.0] [batch_t 0.151 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000030] [CE 4.097 (4.095)] [KD 2.473 (2.400)] 2024-10-15 17:12:08,771 - Train: 99.83% [1248850/1251000] [998.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.087 (4.030)] [KD 2.409 (2.376)] 2024-10-15 17:12:16,395 - Train: 99.83% [1248900/1251000] [998.3/1000.0] [batch_t 0.150 (0.152)] [data_t 0.005] [optim_t 0.145] [lr 0.000030] [CE 3.837 (3.991)] [KD 2.243 (2.361)] 2024-10-15 17:12:24,324 - Train: 99.84% [1248950/1251000] [998.4/1000.0] [batch_t 0.156 (0.159)] [data_t 0.003] [optim_t 0.154] [lr 0.000030] [CE 4.216 (4.058)] [KD 2.475 (2.397)] 2024-10-15 17:12:32,133 - Train: 99.84% [1249000/1251000] [998.4/1000.0] [batch_t 0.152 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.280 (4.067)] [KD 2.387 (2.377)] 2024-10-15 17:12:39,988 - Train: 99.84% [1249050/1251000] [998.4/1000.0] [batch_t 0.149 (0.157)] [data_t 0.003] [optim_t 0.146] [lr 0.000030] [CE 4.464 (4.023)] [KD 2.563 (2.368)] 2024-10-15 17:12:47,577 - Train: 99.85% [1249100/1251000] [998.5/1000.0] [batch_t 0.152 (0.152)] [data_t 0.003] [optim_t 0.149] [lr 0.000030] [CE 3.911 (3.958)] [KD 2.281 (2.334)] 2024-10-15 17:12:55,318 - Train: 99.85% [1249150/1251000] [998.5/1000.0] [batch_t 0.168 (0.155)] [data_t 0.004] [optim_t 0.163] [lr 0.000030] [CE 4.370 (4.030)] [KD 2.747 (2.395)] 2024-10-15 17:13:03,046 - Train: 99.86% [1249200/1251000] [998.6/1000.0] [batch_t 0.156 (0.154)] [data_t 0.004] [optim_t 0.152] [lr 0.000030] [CE 4.361 (4.101)] [KD 2.490 (2.423)] 2024-10-15 17:13:10,745 - Train: 99.86% [1249250/1251000] [998.6/1000.0] [batch_t 0.151 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.509 (4.010)] [KD 2.143 (2.378)] 2024-10-15 17:13:18,359 - Train: 99.86% [1249300/1251000] [998.6/1000.0] [batch_t 0.150 (0.152)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.374 (4.062)] [KD 2.673 (2.392)] 2024-10-15 17:13:26,407 - Train: 99.87% [1249350/1251000] [998.7/1000.0] [batch_t 0.149 (0.161)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.063 (4.024)] [KD 2.466 (2.378)] 2024-10-15 17:13:33,964 - Train: 99.87% [1249400/1251000] [998.7/1000.0] [batch_t 0.148 (0.151)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 4.381 (4.018)] [KD 2.694 (2.366)] 2024-10-15 17:13:41,495 - Train: 99.88% [1249450/1251000] [998.8/1000.0] [batch_t 0.152 (0.151)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 4.030 (3.998)] [KD 2.243 (2.377)] 2024-10-15 17:13:49,171 - Train: 99.88% [1249500/1251000] [998.8/1000.0] [batch_t 0.150 (0.153)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.392 (4.088)] [KD 2.536 (2.415)] 2024-10-15 17:13:57,090 - Train: 99.88% [1249550/1251000] [998.8/1000.0] [batch_t 0.153 (0.158)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.021 (4.091)] [KD 2.221 (2.428)] 2024-10-15 17:14:04,927 - Train: 99.89% [1249600/1251000] [998.9/1000.0] [batch_t 0.262 (0.157)] [data_t 0.003] [optim_t 0.260] [lr 0.000030] [CE 4.021 (3.956)] [KD 2.392 (2.336)] 2024-10-15 17:14:12,472 - Train: 99.89% [1249650/1251000] [998.9/1000.0] [batch_t 0.149 (0.151)] [data_t 0.003] [optim_t 0.146] [lr 0.000030] [CE 3.916 (3.999)] [KD 2.408 (2.359)] 2024-10-15 17:14:20,164 - Train: 99.90% [1249700/1251000] [999.0/1000.0] [batch_t 0.155 (0.154)] [data_t 0.003] [optim_t 0.153] [lr 0.000030] [CE 4.287 (4.116)] [KD 2.613 (2.432)] 2024-10-15 17:14:33,363 - Test (net): 100.00% [50/50] [batch_t 0.022 (0.109)] [top1_cnt 39263] [top5_cnt 46989] [top_all 50000] 2024-10-15 17:14:33,364 - net: 78.526 (93.978) 2024-10-15 17:14:39,212 - Test (net_E): 100.00% [50/50] [batch_t 0.021 (0.106)] [top1_cnt 39450] [top5_cnt 47081] [top_all 50000] 2024-10-15 17:14:39,212 - net_E: 78.900 (94.162) 2024-10-15 17:14:39,372 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 17:14:39,372 - ==> Total time: 2 days, 3:12:22 Eta: 0:03:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 17:14:41,603 - Train: 99.90% [1249750/1251000] [999.0/1000.0] [batch_t 0.502 (0.502)] [data_t 0.336] [optim_t 0.166] [lr 0.000030] [CE 4.316 (4.316)] [KD 2.649 (2.649)] 2024-10-15 17:14:49,330 - Train: 99.90% [1249800/1251000] [999.0/1000.0] [batch_t 0.157 (0.154)] [data_t 0.003] [optim_t 0.155] [lr 0.000030] [CE 4.588 (4.011)] [KD 2.816 (2.359)] 2024-10-15 17:14:57,038 - Train: 99.91% [1249850/1251000] [999.1/1000.0] [batch_t 0.150 (0.154)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.605 (4.054)] [KD 2.177 (2.397)] 2024-10-15 17:15:05,217 - Train: 99.91% [1249900/1251000] [999.1/1000.0] [batch_t 0.149 (0.163)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 4.052 (4.001)] [KD 2.402 (2.352)] 2024-10-15 17:15:12,914 - Train: 99.92% [1249950/1251000] [999.2/1000.0] [batch_t 0.149 (0.154)] [data_t 0.005] [optim_t 0.144] [lr 0.000030] [CE 3.969 (4.051)] [KD 2.289 (2.385)] 2024-10-15 17:15:20,699 - Train: 99.92% [1250000/1251000] [999.2/1000.0] [batch_t 0.150 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 4.073 (4.019)] [KD 2.492 (2.369)] 2024-10-15 17:15:28,462 - Train: 99.92% [1250050/1251000] [999.2/1000.0] [batch_t 0.152 (0.155)] [data_t 0.004] [optim_t 0.148] [lr 0.000030] [CE 3.701 (4.044)] [KD 2.345 (2.395)] 2024-10-15 17:15:36,266 - Train: 99.93% [1250100/1251000] [999.3/1000.0] [batch_t 0.151 (0.156)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.996 (3.993)] [KD 2.347 (2.365)] 2024-10-15 17:15:44,081 - Train: 99.93% [1250150/1251000] [999.3/1000.0] [batch_t 0.153 (0.156)] [data_t 0.004] [optim_t 0.149] [lr 0.000030] [CE 4.349 (4.097)] [KD 2.791 (2.396)] 2024-10-15 17:15:51,933 - Train: 99.94% [1250200/1251000] [999.4/1000.0] [batch_t 0.151 (0.157)] [data_t 0.003] [optim_t 0.147] [lr 0.000030] [CE 3.916 (3.989)] [KD 2.335 (2.354)] 2024-10-15 17:15:59,684 - Train: 99.94% [1250250/1251000] [999.4/1000.0] [batch_t 0.156 (0.155)] [data_t 0.004] [optim_t 0.152] [lr 0.000030] [CE 4.167 (4.107)] [KD 2.488 (2.424)] 2024-10-15 17:16:07,430 - Train: 99.94% [1250300/1251000] [999.4/1000.0] [batch_t 0.158 (0.155)] [data_t 0.003] [optim_t 0.155] [lr 0.000030] [CE 3.766 (4.037)] [KD 2.199 (2.377)] 2024-10-15 17:16:15,088 - Train: 99.95% [1250350/1251000] [999.5/1000.0] [batch_t 0.149 (0.153)] [data_t 0.002] [optim_t 0.146] [lr 0.000030] [CE 4.236 (4.062)] [KD 2.376 (2.393)] 2024-10-15 17:16:22,848 - Train: 99.95% [1250400/1251000] [999.5/1000.0] [batch_t 0.152 (0.155)] [data_t 0.005] [optim_t 0.147] [lr 0.000030] [CE 4.325 (4.030)] [KD 2.304 (2.374)] 2024-10-15 17:16:30,820 - Train: 99.96% [1250450/1251000] [999.6/1000.0] [batch_t 0.154 (0.159)] [data_t 0.004] [optim_t 0.150] [lr 0.000030] [CE 4.156 (4.080)] [KD 2.522 (2.403)] 2024-10-15 17:16:38,707 - Train: 99.96% [1250500/1251000] [999.6/1000.0] [batch_t 0.151 (0.158)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 4.034 (4.057)] [KD 2.258 (2.381)] 2024-10-15 17:16:46,394 - Train: 99.96% [1250550/1251000] [999.6/1000.0] [batch_t 0.148 (0.154)] [data_t 0.003] [optim_t 0.145] [lr 0.000030] [CE 3.592 (4.022)] [KD 2.224 (2.367)] 2024-10-15 17:16:53,961 - Train: 99.97% [1250600/1251000] [999.7/1000.0] [batch_t 0.150 (0.151)] [data_t 0.003] [optim_t 0.147] [lr 0.000030] [CE 3.841 (4.008)] [KD 2.226 (2.379)] 2024-10-15 17:17:01,541 - Train: 99.97% [1250650/1251000] [999.7/1000.0] [batch_t 0.151 (0.151)] [data_t 0.004] [optim_t 0.146] [lr 0.000030] [CE 3.870 (4.052)] [KD 2.249 (2.373)] 2024-10-15 17:17:09,155 - Train: 99.98% [1250700/1251000] [999.8/1000.0] [batch_t 0.168 (0.152)] [data_t 0.003] [optim_t 0.166] [lr 0.000030] [CE 3.533 (3.976)] [KD 1.989 (2.372)] 2024-10-15 17:17:17,157 - Train: 99.98% [1250750/1251000] [999.8/1000.0] [batch_t 0.151 (0.160)] [data_t 0.004] [optim_t 0.147] [lr 0.000030] [CE 3.963 (4.088)] [KD 2.259 (2.416)] 2024-10-15 17:17:24,842 - Train: 99.98% [1250800/1251000] [999.8/1000.0] [batch_t 0.149 (0.154)] [data_t 0.004] [optim_t 0.144] [lr 0.000030] [CE 4.173 (4.046)] [KD 2.515 (2.406)] 2024-10-15 17:17:32,586 - Train: 99.99% [1250850/1251000] [999.9/1000.0] [batch_t 0.146 (0.155)] [data_t 0.004] [optim_t 0.142] [lr 0.000030] [CE 4.645 (3.994)] [KD 2.796 (2.369)] 2024-10-15 17:17:40,178 - Train: 99.99% [1250900/1251000] [999.9/1000.0] [batch_t 0.149 (0.152)] [data_t 0.004] [optim_t 0.145] [lr 0.000030] [CE 3.924 (4.037)] [KD 2.296 (2.400)] 2024-10-15 17:17:47,878 - Train: 100.00% [1250950/1251000] [1000.0/1000.0] [batch_t 0.154 (0.154)] [data_t 0.005] [optim_t 0.149] [lr 0.000030] [CE 4.096 (4.013)] [KD 2.374 (2.349)] 2024-10-15 17:17:55,580 - Train: 100.00% [1251000/1251000] [1000.0/1000.0] [batch_t 0.143 (0.154)] [data_t 0.005] [optim_t 0.139] [lr 0.000030] [CE 4.333 (4.049)] [KD 2.567 (2.386)] 2024-10-15 17:18:01,161 - Test (net): 100.00% [50/50] [batch_t 0.020 (0.104)] [top1_cnt 39307] [top5_cnt 47053] [top_all 50000] 2024-10-15 17:18:01,162 - net: 78.614 (94.106) 2024-10-15 17:18:07,007 - Test (net_E): 100.00% [50/50] [batch_t 0.023 (0.106)] [top1_cnt 39449] [top5_cnt 47091] [top_all 50000] 2024-10-15 17:18:07,008 - net_E: 78.898 (94.182) 2024-10-15 17:18:07,153 - Max [top1: 78.716 (epoch: 984)] [top1-ema: 78.906 (epoch: 994)] 2024-10-15 17:18:07,153 - ==> Total time: 2 days, 3:15:50 Eta: 0:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_T4s_ImageFolderLMDB_20241011-203748' 2024-10-15 17:18:08,687 - finish training